warning: commands will be executed using /bin/sh
job 2087 at Tue Mar 11 11:29:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	2
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 3276779 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 57320 members 
Mstep: Class 3 contains 57485 members 
Mstep: Class 4 contains 57093 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 57373 members 
Mstep: Class 7 contains 57656 members 
Mstep: Class 8 contains 57381 members 
Mstep: Class 9 contains 57432 members 
Mstep: Class 10 contains 57450 members 
Mstep: Class 11 contains 57905 members 
Mstep: Class 12 contains 57485 members 
Mstep: Class 13 contains 57640 members 
Mstep: Class 14 contains 57315 members 
Mstep: Class 15 contains 57205 members 
Mstep: Class 16 contains 58000 members 
Mstep: Class 17 contains 57412 members 
Mstep: Class 18 contains 57438 members 
Mstep: Class 19 contains 57506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 382.716248 but Gain 3448.132812
Score: -133697744.000000 Penalty: 62066.378906
Iteration 0F: 19 clusters Score -1.336977e+08 nChanged 1032424
Entering Unmasked Mstep 
Mstep: Class 0 contains 2928 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 19809 members 
Mstep: Class 3 contains 27000 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 59291 members 
Mstep: Class 6 contains 71760 members 
Mstep: Class 7 contains 13776 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 10 contains 89754 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 35209 members 
Mstep: Class 13 contains 35748 members 
Mstep: Class 14 contains 17009 members 
Mstep: Class 15 contains 57504 members 
Mstep: Class 16 contains 75425 members 
Mstep: Class 17 contains 65778 members 
Mstep: Class 18 contains 66202 members 
Mstep: Class 19 contains 299354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136530032.000000 Penalty: 62066.378906
Iteration 1F: 19 clusters Score -1.3653e+08 nChanged 374911
Entering Unmasked Mstep 
Mstep: Class 0 contains 2956 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 16935 members 
Mstep: Class 4 contains 32901 members 
Mstep: Class 5 contains 70431 members 
Mstep: Class 6 contains 59173 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 10 contains 94861 members 
Mstep: Class 11 contains 63720 members 
Mstep: Class 12 contains 21984 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 51779 members 
Mstep: Class 16 contains 58774 members 
Mstep: Class 17 contains 78845 members 
Mstep: Class 18 contains 54206 members 
Mstep: Class 19 contains 407250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136908000.000000 Penalty: 62066.378906
Iteration 2F: 19 clusters Score -1.36908e+08 nChanged 291453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 105995 members 
Mstep: Class 6 contains 60829 members 
Mstep: Class 7 contains 6780 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 10 contains 131666 members 
Mstep: Class 11 contains 69918 members 
Mstep: Class 12 contains 14266 members 
Mstep: Class 13 contains 24868 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 57382 members 
Mstep: Class 16 contains 57000 members 
Mstep: Class 17 contains 94115 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 19 contains 353347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2166.321045 but Gain 3448.132812
Score: -137339792.000000 Penalty: 58618.246094
Iteration 3F: 18 clusters Score -1.373398e+08 nChanged 222625
Entering Unmasked Mstep 
Mstep: Class 0 contains 2815 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 138630 members 
Mstep: Class 6 contains 67784 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 12005 members 
Mstep: Class 10 contains 176750 members 
Mstep: Class 11 contains 72366 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 20759 members 
Mstep: Class 14 contains 6495 members 
Mstep: Class 15 contains 55045 members 
Mstep: Class 16 contains 52836 members 
Mstep: Class 17 contains 94419 members 
Mstep: Class 18 contains 42000 members 
Mstep: Class 19 contains 311251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137623776.000000 Penalty: 58618.246094
Iteration 4F: 18 clusters Score -1.376238e+08 nChanged 177515
Entering Unmasked Mstep 
Mstep: Class 0 contains 2451 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 168354 members 
Mstep: Class 6 contains 73407 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 10 contains 220671 members 
Mstep: Class 11 contains 74025 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 44476 members 
Mstep: Class 16 contains 43425 members 
Mstep: Class 17 contains 87692 members 
Mstep: Class 18 contains 31072 members 
Mstep: Class 19 contains 287482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2524.918213 but Gain 3448.128906
Score: -137859392.000000 Penalty: 55170.117188
Iteration 5F: 17 clusters Score -1.378594e+08 nChanged 149282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1510 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 194973 members 
Mstep: Class 6 contains 79406 members 
Mstep: Class 7 contains 2214 members 
Mstep: Class 8 contains 18357 members 
Mstep: Class 10 contains 266548 members 
Mstep: Class 11 contains 77155 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 7090 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 32328 members 
Mstep: Class 16 contains 33821 members 
Mstep: Class 17 contains 79477 members 
Mstep: Class 18 contains 21374 members 
Mstep: Class 19 contains 260250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138076752.000000 Penalty: 55170.117188
Iteration 6F: 17 clusters Score -1.380768e+08 nChanged 120843
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 212746 members 
Mstep: Class 6 contains 87588 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 21466 members 
Mstep: Class 10 contains 299822 members 
Mstep: Class 11 contains 79651 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 7919 members 
Mstep: Class 15 contains 22756 members 
Mstep: Class 16 contains 26098 members 
Mstep: Class 17 contains 71621 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 234644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2225.964844 but Gain 3448.132812
Score: -138223264.000000 Penalty: 51721.984375
Iteration 7F: 16 clusters Score -1.382233e+08 nChanged 95250
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 221286 members 
Mstep: Class 6 contains 98940 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 24650 members 
Mstep: Class 10 contains 317309 members 
Mstep: Class 11 contains 80306 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 16 contains 21143 members 
Mstep: Class 17 contains 65228 members 
Mstep: Class 18 contains 12204 members 
Mstep: Class 19 contains 217924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138281936.000000 Penalty: 51721.984375
Iteration 8F: 16 clusters Score -1.382819e+08 nChanged 75324
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 220944 members 
Mstep: Class 6 contains 113076 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 27881 members 
Mstep: Class 10 contains 321480 members 
Mstep: Class 11 contains 79735 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 14 contains 8827 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 60824 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 209650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138322496.000000 Penalty: 51721.984375
Iteration 9F: 16 clusters Score -1.383225e+08 nChanged 62454
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 217832 members 
Mstep: Class 6 contains 128707 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 30936 members 
Mstep: Class 10 contains 318116 members 
Mstep: Class 11 contains 78594 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 10450 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 19 contains 205442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138351088.000000 Penalty: 51721.984375
Iteration 10F: 16 clusters Score -1.383511e+08 nChanged 52611
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 213856 members 
Mstep: Class 6 contains 144968 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 33613 members 
Mstep: Class 10 contains 311066 members 
Mstep: Class 11 contains 76960 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 9098 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 16 contains 14321 members 
Mstep: Class 17 contains 58204 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 202448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138376864.000000 Penalty: 51721.984375
Iteration 11Q: 16 clusters Score -1.383769e+08 nChanged 45975
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 209754 members 
Mstep: Class 6 contains 160899 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 35895 members 
Mstep: Class 10 contains 302553 members 
Mstep: Class 11 contains 75111 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 9099 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 13167 members 
Mstep: Class 17 contains 59134 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 199655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138398144.000000 Penalty: 51721.984375
Iteration 12Q: 16 clusters Score -1.383981e+08 nChanged 40889
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 206059 members 
Mstep: Class 6 contains 176664 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 37997 members 
Mstep: Class 10 contains 292755 members 
Mstep: Class 11 contains 73326 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 9139 members 
Mstep: Class 15 contains 6502 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 60719 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 196748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138414864.000000 Penalty: 51721.984375
Iteration 13Q: 16 clusters Score -1.384149e+08 nChanged 38367
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 202676 members 
Mstep: Class 6 contains 193634 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 40028 members 
Mstep: Class 10 contains 281196 members 
Mstep: Class 11 contains 71828 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 5757 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 62377 members 
Mstep: Class 18 contains 12620 members 
Mstep: Class 19 contains 193402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138427200.000000 Penalty: 51721.984375
Iteration 14Q: 16 clusters Score -1.384272e+08 nChanged 36068
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 199439 members 
Mstep: Class 6 contains 211722 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 41895 members 
Mstep: Class 10 contains 268907 members 
Mstep: Class 11 contains 70622 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 11129 members 
Mstep: Class 17 contains 64035 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 189276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138440592.000000 Penalty: 51721.984375
Iteration 15Q: 16 clusters Score -1.384406e+08 nChanged 40555
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 195857 members 
Mstep: Class 6 contains 236446 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 43467 members 
Mstep: Class 10 contains 253874 members 
Mstep: Class 11 contains 69701 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 10792 members 
Mstep: Class 17 contains 65047 members 
Mstep: Class 18 contains 13011 members 
Mstep: Class 19 contains 182298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138440560.000000 Penalty: 51721.984375
Iteration 16Q: 16 clusters Score -1.384406e+08 nChanged 44590
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 192603 members 
Mstep: Class 6 contains 260230 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 44779 members 
Mstep: Class 10 contains 239397 members 
Mstep: Class 11 contains 69010 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 8105 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 10669 members 
Mstep: Class 17 contains 66084 members 
Mstep: Class 18 contains 13202 members 
Mstep: Class 19 contains 175146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138429584.000000 Penalty: 51721.984375
Iteration 17Q: 16 clusters Score -1.384296e+08 nChanged 38790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 191321 members 
Mstep: Class 6 contains 266417 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 45854 members 
Mstep: Class 10 contains 234016 members 
Mstep: Class 11 contains 68460 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 10650 members 
Mstep: Class 17 contains 68092 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 173462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138427216.000000 Penalty: 51721.984375
Iteration 18Q: 16 clusters Score -1.384272e+08 nChanged 28459
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 5 contains 190980 members 
Mstep: Class 6 contains 261752 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 47039 members 
Mstep: Class 10 contains 234204 members 
Mstep: Class 11 contains 68034 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 17 contains 70624 members 
Mstep: Class 18 contains 13596 members 
Mstep: Class 19 contains 175340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138433248.000000 Penalty: 51721.984375
Iteration 19Q: 16 clusters Score -1.384332e+08 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 190598 members 
Mstep: Class 6 contains 254304 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 48292 members 
Mstep: Class 10 contains 235924 members 
Mstep: Class 11 contains 67696 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 10705 members 
Mstep: Class 17 contains 73543 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 178089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138445440.000000 Penalty: 51721.984375
Iteration 20F: 16 clusters Score -1.384454e+08 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 4 contains 5141 members 
Mstep: Class 5 contains 189586 members 
Mstep: Class 6 contains 249966 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 49418 members 
Mstep: Class 10 contains 235886 members 
Mstep: Class 11 contains 67159 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 10693 members 
Mstep: Class 17 contains 76694 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 179527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138451456.000000 Penalty: 51721.984375
Iteration 21Q: 16 clusters Score -1.384515e+08 nChanged 19582
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 4 contains 5698 members 
Mstep: Class 5 contains 188834 members 
Mstep: Class 6 contains 243867 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 50549 members 
Mstep: Class 10 contains 236724 members 
Mstep: Class 11 contains 66701 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 5718 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 10684 members 
Mstep: Class 17 contains 80248 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 181203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138457552.000000 Penalty: 51721.984375
Iteration 22Q: 16 clusters Score -1.384576e+08 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 4 contains 6118 members 
Mstep: Class 5 contains 188066 members 
Mstep: Class 6 contains 237964 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 51736 members 
Mstep: Class 10 contains 237231 members 
Mstep: Class 11 contains 66331 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 84184 members 
Mstep: Class 18 contains 13753 members 
Mstep: Class 19 contains 182574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138463616.000000 Penalty: 51721.984375
Iteration 23Q: 16 clusters Score -1.384636e+08 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 187206 members 
Mstep: Class 6 contains 232881 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 52938 members 
Mstep: Class 10 contains 237279 members 
Mstep: Class 11 contains 66029 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 10744 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 183588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138469088.000000 Penalty: 51721.984375
Iteration 24Q: 16 clusters Score -1.384691e+08 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 186219 members 
Mstep: Class 6 contains 228784 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 54077 members 
Mstep: Class 10 contains 236806 members 
Mstep: Class 11 contains 65816 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 10803 members 
Mstep: Class 17 contains 92735 members 
Mstep: Class 18 contains 13546 members 
Mstep: Class 19 contains 184038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138473616.000000 Penalty: 51721.984375
Iteration 25Q: 16 clusters Score -1.384736e+08 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 185270 members 
Mstep: Class 6 contains 225383 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 55060 members 
Mstep: Class 10 contains 235941 members 
Mstep: Class 11 contains 65659 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 10911 members 
Mstep: Class 17 contains 97305 members 
Mstep: Class 18 contains 13421 members 
Mstep: Class 19 contains 184138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138477760.000000 Penalty: 51721.984375
Iteration 26Q: 16 clusters Score -1.384778e+08 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 184292 members 
Mstep: Class 6 contains 222506 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 55920 members 
Mstep: Class 10 contains 234696 members 
Mstep: Class 11 contains 65500 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 102164 members 
Mstep: Class 18 contains 13333 members 
Mstep: Class 19 contains 183938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138481184.000000 Penalty: 51721.984375
Iteration 27Q: 16 clusters Score -1.384812e+08 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 183300 members 
Mstep: Class 6 contains 220162 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 56590 members 
Mstep: Class 10 contains 233235 members 
Mstep: Class 11 contains 65352 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 3400 members 
Mstep: Class 16 contains 11038 members 
Mstep: Class 17 contains 107131 members 
Mstep: Class 18 contains 13246 members 
Mstep: Class 19 contains 183498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138484320.000000 Penalty: 51721.984375
Iteration 28Q: 16 clusters Score -1.384843e+08 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 6959 members 
Mstep: Class 5 contains 182303 members 
Mstep: Class 6 contains 218127 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 57069 members 
Mstep: Class 10 contains 231587 members 
Mstep: Class 11 contains 65200 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 3336 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 112400 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 182769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138487424.000000 Penalty: 51721.984375
Iteration 29Q: 16 clusters Score -1.384874e+08 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 7021 members 
Mstep: Class 5 contains 181226 members 
Mstep: Class 6 contains 216382 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 57438 members 
Mstep: Class 10 contains 229750 members 
Mstep: Class 11 contains 65074 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 11176 members 
Mstep: Class 17 contains 117868 members 
Mstep: Class 18 contains 13017 members 
Mstep: Class 19 contains 181882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138490704.000000 Penalty: 51721.984375
Iteration 30Q: 16 clusters Score -1.384907e+08 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 180104 members 
Mstep: Class 6 contains 214780 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 57699 members 
Mstep: Class 10 contains 227744 members 
Mstep: Class 11 contains 64939 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 11218 members 
Mstep: Class 17 contains 123571 members 
Mstep: Class 18 contains 12940 members 
Mstep: Class 19 contains 180912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138493536.000000 Penalty: 51721.984375
Iteration 31Q: 16 clusters Score -1.384935e+08 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 178937 members 
Mstep: Class 6 contains 213155 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 57856 members 
Mstep: Class 10 contains 225651 members 
Mstep: Class 11 contains 64831 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 17 contains 129695 members 
Mstep: Class 18 contains 12874 members 
Mstep: Class 19 contains 179718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138496064.000000 Penalty: 51721.984375
Iteration 32Q: 16 clusters Score -1.384961e+08 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 177736 members 
Mstep: Class 6 contains 211583 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 57935 members 
Mstep: Class 10 contains 223673 members 
Mstep: Class 11 contains 64730 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 135724 members 
Mstep: Class 18 contains 12777 members 
Mstep: Class 19 contains 178572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138498496.000000 Penalty: 51721.984375
Iteration 33Q: 16 clusters Score -1.384985e+08 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7220 members 
Mstep: Class 5 contains 176522 members 
Mstep: Class 6 contains 210071 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 57939 members 
Mstep: Class 10 contains 221743 members 
Mstep: Class 11 contains 64645 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 17 contains 141889 members 
Mstep: Class 18 contains 12646 members 
Mstep: Class 19 contains 177314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138501328.000000 Penalty: 51721.984375
Iteration 34Q: 16 clusters Score -1.385013e+08 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 175338 members 
Mstep: Class 6 contains 208727 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 57915 members 
Mstep: Class 10 contains 219822 members 
Mstep: Class 11 contains 64580 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 147919 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 175975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138503344.000000 Penalty: 51721.984375
Iteration 35Q: 16 clusters Score -1.385033e+08 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 174232 members 
Mstep: Class 6 contains 207469 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 57844 members 
Mstep: Class 10 contains 217931 members 
Mstep: Class 11 contains 64516 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 17 contains 153850 members 
Mstep: Class 18 contains 12459 members 
Mstep: Class 19 contains 174573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138505856.000000 Penalty: 51721.984375
Iteration 36Q: 16 clusters Score -1.385059e+08 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 173116 members 
Mstep: Class 6 contains 206178 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 57799 members 
Mstep: Class 10 contains 216087 members 
Mstep: Class 11 contains 64480 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 159578 members 
Mstep: Class 18 contains 12403 members 
Mstep: Class 19 contains 173321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138508304.000000 Penalty: 51721.984375
Iteration 37Q: 16 clusters Score -1.385083e+08 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 172061 members 
Mstep: Class 6 contains 204926 members 
Mstep: Class 7 contains 1329 members 
Mstep: Class 8 contains 57716 members 
Mstep: Class 10 contains 214285 members 
Mstep: Class 11 contains 64442 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 165245 members 
Mstep: Class 18 contains 12317 members 
Mstep: Class 19 contains 172042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138509888.000000 Penalty: 51721.984375
Iteration 38Q: 16 clusters Score -1.385099e+08 nChanged 10499
Entering ConstructFrom: 
Score: -138509888.000000 Penalty: 51721.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -177040.156250 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -177040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174917.500000 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -174917.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177073.140625 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -177073.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180102.265625 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -180102.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -181095.531250 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -181095.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -181316.921875 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -181316.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -181400.484375 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -181400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -181403.203125 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -181403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -181407.578125 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -181407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -181410.421875 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -181410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -181412.921875 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -181412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -181415.171875 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -181415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -181419.546875 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -181419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -181419.546875 Penalty: 3683.863525
	Iteration 12F: 3 clusters Score -181419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 203870 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 57620 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Entering Unmasked Estep 
Score: -138513872.000000 Penalty: 55170.117188
Splitting cluster 1 changes total score from -138509888.000000 to -138513872.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (7621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Entering Unmasked Estep 
Score: -932880.625000 Penalty: 2216.788330
	Iteration 0F: 2 clusters Score -932880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -926649.687500 Penalty: 4433.576660
	Iteration 0F: 3 clusters Score -926649.7 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -928352.625000 Penalty: 4433.576660
	Iteration 1F: 3 clusters Score -928352.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -928726.500000 Penalty: 4433.576660
	Iteration 2F: 3 clusters Score -928726.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -929103.312500 Penalty: 4433.576660
	Iteration 3F: 3 clusters Score -929103.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -929468.750000 Penalty: 4433.576660
	Iteration 4F: 3 clusters Score -929468.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -929787.437500 Penalty: 4433.576660
	Iteration 5F: 3 clusters Score -929787.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -930070.250000 Penalty: 4433.576660
	Iteration 6Q: 3 clusters Score -930070.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -930308.375000 Penalty: 4433.576660
	Iteration 7Q: 3 clusters Score -930308.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -930517.437500 Penalty: 4433.576660
	Iteration 8Q: 3 clusters Score -930517.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -930728.750000 Penalty: 4433.576660
	Iteration 9Q: 3 clusters Score -930728.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -930915.375000 Penalty: 4433.576660
	Iteration 10Q: 3 clusters Score -930915.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -931043.937500 Penalty: 4433.576660
	Iteration 11Q: 3 clusters Score -931043.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -931120.687500 Penalty: 4433.576660
	Iteration 12Q: 3 clusters Score -931120.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -931174.937500 Penalty: 4433.576660
	Iteration 13Q: 3 clusters Score -931174.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -931219.187500 Penalty: 4433.576660
	Iteration 14Q: 3 clusters Score -931219.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -931265.625000 Penalty: 4433.576660
	Iteration 15Q: 3 clusters Score -931265.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -931310.687500 Penalty: 4433.576660
	Iteration 16Q: 3 clusters Score -931310.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -931356.312500 Penalty: 4433.576660
	Iteration 17Q: 3 clusters Score -931356.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -931397.562500 Penalty: 4433.576660
	Iteration 18Q: 3 clusters Score -931397.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -931435.000000 Penalty: 4433.576660
	Iteration 19Q: 3 clusters Score -931435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -931483.875000 Penalty: 4433.576660
	Iteration 20F: 3 clusters Score -931483.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -931531.687500 Penalty: 4433.576660
	Iteration 21Q: 3 clusters Score -931531.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -931591.250000 Penalty: 4433.576660
	Iteration 22Q: 3 clusters Score -931591.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -931650.000000 Penalty: 4433.576660
	Iteration 23Q: 3 clusters Score -931650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -931700.312500 Penalty: 4433.576660
	Iteration 24Q: 3 clusters Score -931700.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -931743.625000 Penalty: 4433.576660
	Iteration 25Q: 3 clusters Score -931743.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -931773.437500 Penalty: 4433.576660
	Iteration 26Q: 3 clusters Score -931773.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -931809.812500 Penalty: 4433.576660
	Iteration 27Q: 3 clusters Score -931809.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -931849.375000 Penalty: 4433.576660
	Iteration 28Q: 3 clusters Score -931849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -931881.250000 Penalty: 4433.576660
	Iteration 29Q: 3 clusters Score -931881.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -931911.062500 Penalty: 4433.576660
	Iteration 30Q: 3 clusters Score -931911.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -931938.250000 Penalty: 4433.576660
	Iteration 31Q: 3 clusters Score -931938.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -931963.500000 Penalty: 4433.576660
	Iteration 32Q: 3 clusters Score -931963.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -931980.937500 Penalty: 4433.576660
	Iteration 33Q: 3 clusters Score -931980.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -931996.062500 Penalty: 4433.576660
	Iteration 34Q: 3 clusters Score -931996.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -932009.062500 Penalty: 4433.576660
	Iteration 35Q: 3 clusters Score -932009.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -932020.875000 Penalty: 4433.576660
	Iteration 36Q: 3 clusters Score -932020.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -932029.000000 Penalty: 4433.576660
	Iteration 37Q: 3 clusters Score -932029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -932035.812500 Penalty: 4433.576660
	Iteration 38Q: 3 clusters Score -932035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -932040.687500 Penalty: 4433.576660
	Iteration 39Q: 3 clusters Score -932040.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -932045.187500 Penalty: 4433.576660
	Iteration 40F: 3 clusters Score -932045.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -932053.687500 Penalty: 4433.576660
	Iteration 41Q: 3 clusters Score -932053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -932061.187500 Penalty: 4433.576660
	Iteration 42Q: 3 clusters Score -932061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -932074.062500 Penalty: 4433.576660
	Iteration 43Q: 3 clusters Score -932074.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -932092.375000 Penalty: 4433.576660
	Iteration 44Q: 3 clusters Score -932092.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -932103.437500 Penalty: 4433.576660
	Iteration 45Q: 3 clusters Score -932103.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -932114.000000 Penalty: 4433.576660
	Iteration 46Q: 3 clusters Score -932114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -932119.750000 Penalty: 4433.576660
	Iteration 47Q: 3 clusters Score -932119.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -932125.000000 Penalty: 4433.576660
	Iteration 48Q: 3 clusters Score -932125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -932130.062500 Penalty: 4433.576660
	Iteration 49Q: 3 clusters Score -932130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -932133.250000 Penalty: 4433.576660
	Iteration 50Q: 3 clusters Score -932133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -932139.250000 Penalty: 4433.576660
	Iteration 51Q: 3 clusters Score -932139.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -932144.250000 Penalty: 4433.576660
	Iteration 52Q: 3 clusters Score -932144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -932145.750000 Penalty: 4433.576660
	Iteration 53Q: 3 clusters Score -932145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -932152.500000 Penalty: 4433.576660
	Iteration 54Q: 3 clusters Score -932152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -932154.125000 Penalty: 4433.576660
	Iteration 55Q: 3 clusters Score -932154.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -932155.750000 Penalty: 4433.576660
	Iteration 56Q: 3 clusters Score -932155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -932157.562500 Penalty: 4433.576660
	Iteration 57Q: 3 clusters Score -932157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -932158.687500 Penalty: 4433.576660
	Iteration 58Q: 3 clusters Score -932158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -932158.687500 Penalty: 4433.576660
	Iteration 59F: 3 clusters Score -932158.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Entering Unmasked Estep 
Score: -22082004.000000 Penalty: 2988.326904
	Iteration 0F: 2 clusters Score -2.2082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -21973136.000000 Penalty: 5976.653809
	Iteration 0F: 3 clusters Score -2.197314e+07 nChanged 81946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -22020682.000000 Penalty: 5976.653809
	Iteration 1F: 3 clusters Score -2.202068e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -22022188.000000 Penalty: 5976.653809
	Iteration 2Q: 3 clusters Score -2.202219e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -22024344.000000 Penalty: 5976.653809
	Iteration 3Q: 3 clusters Score -2.202434e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -22027610.000000 Penalty: 5976.653809
	Iteration 4Q: 3 clusters Score -2.202761e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -22032314.000000 Penalty: 5976.653809
	Iteration 5F: 3 clusters Score -2.203231e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -22039316.000000 Penalty: 5976.653809
	Iteration 6F: 3 clusters Score -2.203932e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -22048126.000000 Penalty: 5976.653809
	Iteration 7F: 3 clusters Score -2.204813e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -22057634.000000 Penalty: 5976.653809
	Iteration 8F: 3 clusters Score -2.205763e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -22065964.000000 Penalty: 5976.653809
	Iteration 9F: 3 clusters Score -2.206596e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -22071950.000000 Penalty: 5976.653809
	Iteration 10Q: 3 clusters Score -2.207195e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129092 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -22075618.000000 Penalty: 5976.653809
	Iteration 11Q: 3 clusters Score -2.207562e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -22077510.000000 Penalty: 5976.653809
	Iteration 12Q: 3 clusters Score -2.207751e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -22078616.000000 Penalty: 5976.653809
	Iteration 13Q: 3 clusters Score -2.207862e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -22079204.000000 Penalty: 5976.653809
	Iteration 14Q: 3 clusters Score -2.20792e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -22079378.000000 Penalty: 5976.653809
	Iteration 15Q: 3 clusters Score -2.207938e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134064 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -22079766.000000 Penalty: 5976.653809
	Iteration 16Q: 3 clusters Score -2.207977e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -22080016.000000 Penalty: 5976.653809
	Iteration 17Q: 3 clusters Score -2.208002e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -22080066.000000 Penalty: 5976.653809
	Iteration 18Q: 3 clusters Score -2.208007e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -22080220.000000 Penalty: 5976.653809
	Iteration 19Q: 3 clusters Score -2.208022e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -22080268.000000 Penalty: 5976.653809
	Iteration 20F: 3 clusters Score -2.208027e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135630 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -22080288.000000 Penalty: 5976.653809
	Iteration 21Q: 3 clusters Score -2.208029e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -22080334.000000 Penalty: 5976.653809
	Iteration 22Q: 3 clusters Score -2.208033e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -22080352.000000 Penalty: 5976.653809
	Iteration 23Q: 3 clusters Score -2.208035e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -22080338.000000 Penalty: 5976.653809
	Iteration 24Q: 3 clusters Score -2.208034e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136324 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -22080334.000000 Penalty: 5976.653809
	Iteration 25Q: 3 clusters Score -2.208033e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -22080332.000000 Penalty: 5976.653809
	Iteration 26Q: 3 clusters Score -2.208033e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -22080364.000000 Penalty: 5976.653809
	Iteration 27Q: 3 clusters Score -2.208036e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -22080344.000000 Penalty: 5976.653809
	Iteration 28Q: 3 clusters Score -2.208034e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137042 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -22080328.000000 Penalty: 5976.653809
	Iteration 29Q: 3 clusters Score -2.208033e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137178 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -22080354.000000 Penalty: 5976.653809
	Iteration 30Q: 3 clusters Score -2.208035e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137290 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -22080310.000000 Penalty: 5976.653809
	Iteration 31Q: 3 clusters Score -2.208031e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -22080328.000000 Penalty: 5976.653809
	Iteration 32Q: 3 clusters Score -2.208033e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -22080282.000000 Penalty: 5976.653809
	Iteration 33Q: 3 clusters Score -2.208028e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -22080252.000000 Penalty: 5976.653809
	Iteration 34Q: 3 clusters Score -2.208025e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -22080202.000000 Penalty: 5976.653809
	Iteration 35Q: 3 clusters Score -2.20802e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -22080198.000000 Penalty: 5976.653809
	Iteration 36Q: 3 clusters Score -2.20802e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137905 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -22080246.000000 Penalty: 5976.653809
	Iteration 37Q: 3 clusters Score -2.208025e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -22080260.000000 Penalty: 5976.653809
	Iteration 38Q: 3 clusters Score -2.208026e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138032 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -22080224.000000 Penalty: 5976.653809
	Iteration 39Q: 3 clusters Score -2.208022e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -22080244.000000 Penalty: 5976.653809
	Iteration 40F: 3 clusters Score -2.208024e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -22080278.000000 Penalty: 5976.653809
	Iteration 41Q: 3 clusters Score -2.208028e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -22080248.000000 Penalty: 5976.653809
	Iteration 42Q: 3 clusters Score -2.208025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138264 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -22080236.000000 Penalty: 5976.653809
	Iteration 43Q: 3 clusters Score -2.208024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -22080226.000000 Penalty: 5976.653809
	Iteration 44Q: 3 clusters Score -2.208023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -22080210.000000 Penalty: 5976.653809
	Iteration 45Q: 3 clusters Score -2.208021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -22080200.000000 Penalty: 5976.653809
	Iteration 46Q: 3 clusters Score -2.20802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -22080170.000000 Penalty: 5976.653809
	Iteration 47Q: 3 clusters Score -2.208017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -22080190.000000 Penalty: 5976.653809
	Iteration 48Q: 3 clusters Score -2.208019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 49Q: 3 clusters Score -2.208018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 50Q: 3 clusters Score -2.208018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 51Q: 3 clusters Score -2.208018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -22080162.000000 Penalty: 5976.653809
	Iteration 52Q: 3 clusters Score -2.208016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -22080178.000000 Penalty: 5976.653809
	Iteration 53Q: 3 clusters Score -2.208018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138546 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -22080194.000000 Penalty: 5976.653809
	Iteration 54Q: 3 clusters Score -2.208019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138576 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -22080182.000000 Penalty: 5976.653809
	Iteration 55Q: 3 clusters Score -2.208018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -22080192.000000 Penalty: 5976.653809
	Iteration 56Q: 3 clusters Score -2.208019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -22080144.000000 Penalty: 5976.653809
	Iteration 57Q: 3 clusters Score -2.208014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -22080166.000000 Penalty: 5976.653809
	Iteration 58Q: 3 clusters Score -2.208017e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -22080142.000000 Penalty: 5976.653809
	Iteration 59Q: 3 clusters Score -2.208014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -22080166.000000 Penalty: 5976.653809
	Iteration 60F: 3 clusters Score -2.208017e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -22080130.000000 Penalty: 5976.653809
	Iteration 61Q: 3 clusters Score -2.208013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138886 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -22080124.000000 Penalty: 5976.653809
	Iteration 62Q: 3 clusters Score -2.208012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -22080144.000000 Penalty: 5976.653809
	Iteration 63Q: 3 clusters Score -2.208014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138989 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -22080136.000000 Penalty: 5976.653809
	Iteration 64Q: 3 clusters Score -2.208014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -22080146.000000 Penalty: 5976.653809
	Iteration 65Q: 3 clusters Score -2.208015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -22080114.000000 Penalty: 5976.653809
	Iteration 66Q: 3 clusters Score -2.208011e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -22080156.000000 Penalty: 5976.653809
	Iteration 67Q: 3 clusters Score -2.208016e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -22080170.000000 Penalty: 5976.653809
	Iteration 68Q: 3 clusters Score -2.208017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139356 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -22080172.000000 Penalty: 5976.653809
	Iteration 69Q: 3 clusters Score -2.208017e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -22080162.000000 Penalty: 5976.653809
	Iteration 70Q: 3 clusters Score -2.208016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -22080152.000000 Penalty: 5976.653809
	Iteration 71Q: 3 clusters Score -2.208015e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 72Q: 3 clusters Score -2.208018e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139706 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -22080176.000000 Penalty: 5976.653809
	Iteration 73Q: 3 clusters Score -2.208018e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -22080158.000000 Penalty: 5976.653809
	Iteration 74Q: 3 clusters Score -2.208016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -22080154.000000 Penalty: 5976.653809
	Iteration 75Q: 3 clusters Score -2.208015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -22080126.000000 Penalty: 5976.653809
	Iteration 76Q: 3 clusters Score -2.208013e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -22080162.000000 Penalty: 5976.653809
	Iteration 77Q: 3 clusters Score -2.208016e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -22080198.000000 Penalty: 5976.653809
	Iteration 78Q: 3 clusters Score -2.20802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -22080194.000000 Penalty: 5976.653809
	Iteration 79Q: 3 clusters Score -2.208019e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -22080192.000000 Penalty: 5976.653809
	Iteration 80F: 3 clusters Score -2.208019e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -22080184.000000 Penalty: 5976.653809
	Iteration 81Q: 3 clusters Score -2.208018e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140387 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -22080192.000000 Penalty: 5976.653809
	Iteration 82Q: 3 clusters Score -2.208019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -22080200.000000 Penalty: 5976.653809
	Iteration 83Q: 3 clusters Score -2.20802e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -22080176.000000 Penalty: 5976.653809
	Iteration 84Q: 3 clusters Score -2.208018e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140559 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -22080158.000000 Penalty: 5976.653809
	Iteration 85Q: 3 clusters Score -2.208016e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140619 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -22080156.000000 Penalty: 5976.653809
	Iteration 86Q: 3 clusters Score -2.208016e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -22080148.000000 Penalty: 5976.653809
	Iteration 87Q: 3 clusters Score -2.208015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140741 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -22080144.000000 Penalty: 5976.653809
	Iteration 88Q: 3 clusters Score -2.208014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140804 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -22080172.000000 Penalty: 5976.653809
	Iteration 89Q: 3 clusters Score -2.208017e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -22080174.000000 Penalty: 5976.653809
	Iteration 90Q: 3 clusters Score -2.208017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -22080186.000000 Penalty: 5976.653809
	Iteration 91Q: 3 clusters Score -2.208019e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141004 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -22080188.000000 Penalty: 5976.653809
	Iteration 92Q: 3 clusters Score -2.208019e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -22080194.000000 Penalty: 5976.653809
	Iteration 93Q: 3 clusters Score -2.208019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141116 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -22080184.000000 Penalty: 5976.653809
	Iteration 94Q: 3 clusters Score -2.208018e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141179 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -22080182.000000 Penalty: 5976.653809
	Iteration 95Q: 3 clusters Score -2.208018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141239 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -22080170.000000 Penalty: 5976.653809
	Iteration 96Q: 3 clusters Score -2.208017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -22080158.000000 Penalty: 5976.653809
	Iteration 97Q: 3 clusters Score -2.208016e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -22080190.000000 Penalty: 5976.653809
	Iteration 98Q: 3 clusters Score -2.208019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -22080154.000000 Penalty: 5976.653809
	Iteration 99Q: 3 clusters Score -2.208015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141472 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -22080150.000000 Penalty: 5976.653809
	Iteration 100F: 3 clusters Score -2.208015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -22080148.000000 Penalty: 5976.653809
	Iteration 101Q: 3 clusters Score -2.208015e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141632 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -22080146.000000 Penalty: 5976.653809
	Iteration 102Q: 3 clusters Score -2.208015e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -22080192.000000 Penalty: 5976.653809
	Iteration 103Q: 3 clusters Score -2.208019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 5976.653809
	Iteration 104Q: 3 clusters Score -2.208022e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -22080224.000000 Penalty: 5976.653809
	Iteration 105Q: 3 clusters Score -2.208022e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -22080234.000000 Penalty: 5976.653809
	Iteration 106Q: 3 clusters Score -2.208023e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -22080246.000000 Penalty: 5976.653809
	Iteration 107Q: 3 clusters Score -2.208025e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -22080212.000000 Penalty: 5976.653809
	Iteration 108Q: 3 clusters Score -2.208021e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -22080230.000000 Penalty: 5976.653809
	Iteration 109Q: 3 clusters Score -2.208023e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -22080236.000000 Penalty: 5976.653809
	Iteration 110Q: 3 clusters Score -2.208024e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -22080244.000000 Penalty: 5976.653809
	Iteration 111Q: 3 clusters Score -2.208024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -22080240.000000 Penalty: 5976.653809
	Iteration 112Q: 3 clusters Score -2.208024e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -22080268.000000 Penalty: 5976.653809
	Iteration 113Q: 3 clusters Score -2.208027e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142916 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -22080246.000000 Penalty: 5976.653809
	Iteration 114Q: 3 clusters Score -2.208025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -22080258.000000 Penalty: 5976.653809
	Iteration 115Q: 3 clusters Score -2.208026e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143133 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -22080196.000000 Penalty: 5976.653809
	Iteration 116Q: 3 clusters Score -2.20802e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -22080228.000000 Penalty: 5976.653809
	Iteration 117Q: 3 clusters Score -2.208023e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -22080244.000000 Penalty: 5976.653809
	Iteration 118Q: 3 clusters Score -2.208024e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -22080276.000000 Penalty: 5976.653809
	Iteration 119Q: 3 clusters Score -2.208028e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -22080308.000000 Penalty: 5976.653809
	Iteration 120F: 3 clusters Score -2.208031e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -22080310.000000 Penalty: 5976.653809
	Iteration 121Q: 3 clusters Score -2.208031e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143873 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -22080292.000000 Penalty: 5976.653809
	Iteration 122Q: 3 clusters Score -2.208029e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143999 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -22080274.000000 Penalty: 5976.653809
	Iteration 123Q: 3 clusters Score -2.208027e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -22080318.000000 Penalty: 5976.653809
	Iteration 124Q: 3 clusters Score -2.208032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -22080342.000000 Penalty: 5976.653809
	Iteration 125Q: 3 clusters Score -2.208034e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144424 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -22080322.000000 Penalty: 5976.653809
	Iteration 126Q: 3 clusters Score -2.208032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144573 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -22080320.000000 Penalty: 5976.653809
	Iteration 127Q: 3 clusters Score -2.208032e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -22080306.000000 Penalty: 5976.653809
	Iteration 128Q: 3 clusters Score -2.208031e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -22080274.000000 Penalty: 5976.653809
	Iteration 129Q: 3 clusters Score -2.208027e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -22080284.000000 Penalty: 5976.653809
	Iteration 130Q: 3 clusters Score -2.208028e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -22080282.000000 Penalty: 5976.653809
	Iteration 131Q: 3 clusters Score -2.208028e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -22080274.000000 Penalty: 5976.653809
	Iteration 132Q: 3 clusters Score -2.208027e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145465 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -22080268.000000 Penalty: 5976.653809
	Iteration 133Q: 3 clusters Score -2.208027e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145606 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -22080278.000000 Penalty: 5976.653809
	Iteration 134Q: 3 clusters Score -2.208028e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -22080262.000000 Penalty: 5976.653809
	Iteration 135Q: 3 clusters Score -2.208026e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -22080234.000000 Penalty: 5976.653809
	Iteration 136Q: 3 clusters Score -2.208023e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146055 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -22080214.000000 Penalty: 5976.653809
	Iteration 137Q: 3 clusters Score -2.208021e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146218 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 138Q: 3 clusters Score -2.208018e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 5976.653809
	Iteration 139Q: 3 clusters Score -2.208022e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -22080210.000000 Penalty: 5976.653809
	Iteration 140F: 3 clusters Score -2.208021e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -22080218.000000 Penalty: 5976.653809
	Iteration 141Q: 3 clusters Score -2.208022e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146839 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 5976.653809
	Iteration 142Q: 3 clusters Score -2.208022e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147015 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -22080212.000000 Penalty: 5976.653809
	Iteration 143Q: 3 clusters Score -2.208021e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -22080180.000000 Penalty: 5976.653809
	Iteration 144Q: 3 clusters Score -2.208018e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147387 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -22080242.000000 Penalty: 5976.653809
	Iteration 145Q: 3 clusters Score -2.208024e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -22080248.000000 Penalty: 5976.653809
	Iteration 146Q: 3 clusters Score -2.208025e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147808 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -22080284.000000 Penalty: 5976.653809
	Iteration 147Q: 3 clusters Score -2.208028e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -22080236.000000 Penalty: 5976.653809
	Iteration 148Q: 3 clusters Score -2.208024e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148288 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -22080228.000000 Penalty: 5976.653809
	Iteration 149Q: 3 clusters Score -2.208023e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -22080204.000000 Penalty: 5976.653809
	Iteration 150Q: 3 clusters Score -2.20802e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -22080202.000000 Penalty: 5976.653809
	Iteration 151Q: 3 clusters Score -2.20802e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -22080226.000000 Penalty: 5976.653809
	Iteration 152Q: 3 clusters Score -2.208023e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -22080250.000000 Penalty: 5976.653809
	Iteration 153Q: 3 clusters Score -2.208025e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -22080240.000000 Penalty: 5976.653809
	Iteration 154Q: 3 clusters Score -2.208024e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -22080306.000000 Penalty: 5976.653809
	Iteration 155Q: 3 clusters Score -2.208031e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -22080298.000000 Penalty: 5976.653809
	Iteration 156Q: 3 clusters Score -2.20803e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150730 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -22080354.000000 Penalty: 5976.653809
	Iteration 157Q: 3 clusters Score -2.208035e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -22080402.000000 Penalty: 5976.653809
	Iteration 158Q: 3 clusters Score -2.20804e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -22080390.000000 Penalty: 5976.653809
	Iteration 159Q: 3 clusters Score -2.208039e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -22080476.000000 Penalty: 5976.653809
	Iteration 160F: 3 clusters Score -2.208048e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -22080464.000000 Penalty: 5976.653809
	Iteration 161Q: 3 clusters Score -2.208046e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -22080480.000000 Penalty: 5976.653809
	Iteration 162Q: 3 clusters Score -2.208048e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -22080494.000000 Penalty: 5976.653809
	Iteration 163Q: 3 clusters Score -2.208049e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153151 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -22080502.000000 Penalty: 5976.653809
	Iteration 164Q: 3 clusters Score -2.20805e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -22080544.000000 Penalty: 5976.653809
	Iteration 165Q: 3 clusters Score -2.208054e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153742 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -22080588.000000 Penalty: 5976.653809
	Iteration 166Q: 3 clusters Score -2.208059e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -22080572.000000 Penalty: 5976.653809
	Iteration 167Q: 3 clusters Score -2.208057e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154383 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -22080564.000000 Penalty: 5976.653809
	Iteration 168Q: 3 clusters Score -2.208056e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -22080570.000000 Penalty: 5976.653809
	Iteration 169Q: 3 clusters Score -2.208057e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -22080566.000000 Penalty: 5976.653809
	Iteration 170Q: 3 clusters Score -2.208057e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -22080558.000000 Penalty: 5976.653809
	Iteration 171Q: 3 clusters Score -2.208056e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -22080564.000000 Penalty: 5976.653809
	Iteration 172Q: 3 clusters Score -2.208056e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -22080552.000000 Penalty: 5976.653809
	Iteration 173Q: 3 clusters Score -2.208055e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -22080534.000000 Penalty: 5976.653809
	Iteration 174Q: 3 clusters Score -2.208053e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -22080458.000000 Penalty: 5976.653809
	Iteration 175Q: 3 clusters Score -2.208046e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -22080498.000000 Penalty: 5976.653809
	Iteration 176Q: 3 clusters Score -2.20805e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -22080524.000000 Penalty: 5976.653809
	Iteration 177Q: 3 clusters Score -2.208052e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -22080582.000000 Penalty: 5976.653809
	Iteration 178Q: 3 clusters Score -2.208058e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -22080572.000000 Penalty: 5976.653809
	Iteration 179Q: 3 clusters Score -2.208057e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -22080598.000000 Penalty: 5976.653809
	Iteration 180F: 3 clusters Score -2.20806e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -22080620.000000 Penalty: 5976.653809
	Iteration 181Q: 3 clusters Score -2.208062e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -22080654.000000 Penalty: 5976.653809
	Iteration 182Q: 3 clusters Score -2.208065e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -22080706.000000 Penalty: 5976.653809
	Iteration 183Q: 3 clusters Score -2.208071e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -22080726.000000 Penalty: 5976.653809
	Iteration 184Q: 3 clusters Score -2.208073e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -22080654.000000 Penalty: 5976.653809
	Iteration 185Q: 3 clusters Score -2.208065e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162276 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -22080714.000000 Penalty: 5976.653809
	Iteration 186Q: 3 clusters Score -2.208071e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162656 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -22080740.000000 Penalty: 5976.653809
	Iteration 187Q: 3 clusters Score -2.208074e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -22080774.000000 Penalty: 5976.653809
	Iteration 188Q: 3 clusters Score -2.208077e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -22080812.000000 Penalty: 5976.653809
	Iteration 189Q: 3 clusters Score -2.208081e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -22080844.000000 Penalty: 5976.653809
	Iteration 190Q: 3 clusters Score -2.208084e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -22080894.000000 Penalty: 5976.653809
	Iteration 191Q: 3 clusters Score -2.208089e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -22080974.000000 Penalty: 5976.653809
	Iteration 192Q: 3 clusters Score -2.208097e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -22080980.000000 Penalty: 5976.653809
	Iteration 193Q: 3 clusters Score -2.208098e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -22080970.000000 Penalty: 5976.653809
	Iteration 194Q: 3 clusters Score -2.208097e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -22080944.000000 Penalty: 5976.653809
	Iteration 195Q: 3 clusters Score -2.208094e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -22080968.000000 Penalty: 5976.653809
	Iteration 196Q: 3 clusters Score -2.208097e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -22081018.000000 Penalty: 5976.653809
	Iteration 197Q: 3 clusters Score -2.208102e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -22080992.000000 Penalty: 5976.653809
	Iteration 198Q: 3 clusters Score -2.208099e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -22080944.000000 Penalty: 5976.653809
	Iteration 199Q: 3 clusters Score -2.208094e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166009 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -22080960.000000 Penalty: 5976.653809
	Iteration 200F: 3 clusters Score -2.208096e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166184 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -22080988.000000 Penalty: 5976.653809
	Iteration 201Q: 3 clusters Score -2.208099e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166332 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -22080958.000000 Penalty: 5976.653809
	Iteration 202Q: 3 clusters Score -2.208096e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 203Q: 3 clusters Score -2.208095e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -22080924.000000 Penalty: 5976.653809
	Iteration 204Q: 3 clusters Score -2.208092e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -22080926.000000 Penalty: 5976.653809
	Iteration 205Q: 3 clusters Score -2.208093e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22080952.000000 Penalty: 5976.653809
	Iteration 206Q: 3 clusters Score -2.208095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -22080924.000000 Penalty: 5976.653809
	Iteration 207Q: 3 clusters Score -2.208092e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -22080934.000000 Penalty: 5976.653809
	Iteration 208Q: 3 clusters Score -2.208093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167056 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 209Q: 3 clusters Score -2.208095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -22080948.000000 Penalty: 5976.653809
	Iteration 210Q: 3 clusters Score -2.208095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -22080932.000000 Penalty: 5976.653809
	Iteration 211Q: 3 clusters Score -2.208093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -22080952.000000 Penalty: 5976.653809
	Iteration 212Q: 3 clusters Score -2.208095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -22080908.000000 Penalty: 5976.653809
	Iteration 213Q: 3 clusters Score -2.208091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -22080916.000000 Penalty: 5976.653809
	Iteration 214Q: 3 clusters Score -2.208092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -22080926.000000 Penalty: 5976.653809
	Iteration 215Q: 3 clusters Score -2.208093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22080928.000000 Penalty: 5976.653809
	Iteration 216Q: 3 clusters Score -2.208093e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22080930.000000 Penalty: 5976.653809
	Iteration 217Q: 3 clusters Score -2.208093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -22080966.000000 Penalty: 5976.653809
	Iteration 218Q: 3 clusters Score -2.208097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -22080954.000000 Penalty: 5976.653809
	Iteration 219Q: 3 clusters Score -2.208095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22080966.000000 Penalty: 5976.653809
	Iteration 220F: 3 clusters Score -2.208097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -22080972.000000 Penalty: 5976.653809
	Iteration 221Q: 3 clusters Score -2.208097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22080980.000000 Penalty: 5976.653809
	Iteration 222Q: 3 clusters Score -2.208098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22080982.000000 Penalty: 5976.653809
	Iteration 223Q: 3 clusters Score -2.208098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -22080980.000000 Penalty: 5976.653809
	Iteration 224Q: 3 clusters Score -2.208098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -22080970.000000 Penalty: 5976.653809
	Iteration 225Q: 3 clusters Score -2.208097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -22080988.000000 Penalty: 5976.653809
	Iteration 226Q: 3 clusters Score -2.208099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22080986.000000 Penalty: 5976.653809
	Iteration 227Q: 3 clusters Score -2.208099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167779 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22080960.000000 Penalty: 5976.653809
	Iteration 228Q: 3 clusters Score -2.208096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 229Q: 3 clusters Score -2.208095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167842 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -22080936.000000 Penalty: 5976.653809
	Iteration 230Q: 3 clusters Score -2.208094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -22080930.000000 Penalty: 5976.653809
	Iteration 231Q: 3 clusters Score -2.208093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -22080948.000000 Penalty: 5976.653809
	Iteration 232Q: 3 clusters Score -2.208095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -22080958.000000 Penalty: 5976.653809
	Iteration 233Q: 3 clusters Score -2.208096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22080956.000000 Penalty: 5976.653809
	Iteration 234Q: 3 clusters Score -2.208096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -22080948.000000 Penalty: 5976.653809
	Iteration 235Q: 3 clusters Score -2.208095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167953 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -22080954.000000 Penalty: 5976.653809
	Iteration 236Q: 3 clusters Score -2.208095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167966 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -22080964.000000 Penalty: 5976.653809
	Iteration 237Q: 3 clusters Score -2.208096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -22080964.000000 Penalty: 5976.653809
	Iteration 238Q: 3 clusters Score -2.208096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22080956.000000 Penalty: 5976.653809
	Iteration 239Q: 3 clusters Score -2.208096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -22080952.000000 Penalty: 5976.653809
	Iteration 240F: 3 clusters Score -2.208095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22080960.000000 Penalty: 5976.653809
	Iteration 241Q: 3 clusters Score -2.208096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -22080948.000000 Penalty: 5976.653809
	Iteration 242Q: 3 clusters Score -2.208095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 243Q: 3 clusters Score -2.208095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22080952.000000 Penalty: 5976.653809
	Iteration 244Q: 3 clusters Score -2.208095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 245Q: 3 clusters Score -2.208095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -22080946.000000 Penalty: 5976.653809
	Iteration 246Q: 3 clusters Score -2.208095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168007 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -22080940.000000 Penalty: 5976.653809
	Iteration 247Q: 3 clusters Score -2.208094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22080934.000000 Penalty: 5976.653809
	Iteration 248Q: 3 clusters Score -2.208093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168015 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -22080934.000000 Penalty: 5976.653809
	Iteration 249Q: 3 clusters Score -2.208093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -22080920.000000 Penalty: 5976.653809
	Iteration 250Q: 3 clusters Score -2.208092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -22080934.000000 Penalty: 5976.653809
	Iteration 251Q: 3 clusters Score -2.208093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22080922.000000 Penalty: 5976.653809
	Iteration 252Q: 3 clusters Score -2.208092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -22080912.000000 Penalty: 5976.653809
	Iteration 253Q: 3 clusters Score -2.208091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22080920.000000 Penalty: 5976.653809
	Iteration 254Q: 3 clusters Score -2.208092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -22080908.000000 Penalty: 5976.653809
	Iteration 255Q: 3 clusters Score -2.208091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -22080900.000000 Penalty: 5976.653809
	Iteration 256Q: 3 clusters Score -2.20809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -22080894.000000 Penalty: 5976.653809
	Iteration 257Q: 3 clusters Score -2.208089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22080884.000000 Penalty: 5976.653809
	Iteration 258Q: 3 clusters Score -2.208088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168084 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22080894.000000 Penalty: 5976.653809
	Iteration 259Q: 3 clusters Score -2.208089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -22080892.000000 Penalty: 5976.653809
	Iteration 260F: 3 clusters Score -2.208089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22080882.000000 Penalty: 5976.653809
	Iteration 261Q: 3 clusters Score -2.208088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22080860.000000 Penalty: 5976.653809
	Iteration 262Q: 3 clusters Score -2.208086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -22080870.000000 Penalty: 5976.653809
	Iteration 263Q: 3 clusters Score -2.208087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -22080864.000000 Penalty: 5976.653809
	Iteration 264Q: 3 clusters Score -2.208086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -22080864.000000 Penalty: 5976.653809
	Iteration 265Q: 3 clusters Score -2.208086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168124 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22080864.000000 Penalty: 5976.653809
	Iteration 266Q: 3 clusters Score -2.208086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -22080866.000000 Penalty: 5976.653809
	Iteration 267Q: 3 clusters Score -2.208087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -22080866.000000 Penalty: 5976.653809
	Iteration 268Q: 3 clusters Score -2.208087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22080864.000000 Penalty: 5976.653809
	Iteration 269Q: 3 clusters Score -2.208086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22080854.000000 Penalty: 5976.653809
	Iteration 270Q: 3 clusters Score -2.208085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22080854.000000 Penalty: 5976.653809
	Iteration 271F: 3 clusters Score -2.208085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (203870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203870 members 
Entering Unmasked Estep 
Score: -26291402.000000 Penalty: 3031.858887
	Iteration 0F: 2 clusters Score -2.62914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -26159782.000000 Penalty: 6063.717773
	Iteration 0F: 3 clusters Score -2.615978e+07 nChanged 98205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -26218234.000000 Penalty: 6063.717773
	Iteration 1F: 3 clusters Score -2.621823e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -26219858.000000 Penalty: 6063.717773
	Iteration 2Q: 3 clusters Score -2.621986e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -26222182.000000 Penalty: 6063.717773
	Iteration 3Q: 3 clusters Score -2.622218e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -26225570.000000 Penalty: 6063.717773
	Iteration 4Q: 3 clusters Score -2.622557e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -26231192.000000 Penalty: 6063.717773
	Iteration 5F: 3 clusters Score -2.623119e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -26239580.000000 Penalty: 6063.717773
	Iteration 6F: 3 clusters Score -2.623958e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -26250852.000000 Penalty: 6063.717773
	Iteration 7F: 3 clusters Score -2.625085e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -26262482.000000 Penalty: 6063.717773
	Iteration 8F: 3 clusters Score -2.626248e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -26272360.000000 Penalty: 6063.717773
	Iteration 9F: 3 clusters Score -2.627236e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -26278270.000000 Penalty: 6063.717773
	Iteration 10Q: 3 clusters Score -2.627827e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -26281182.000000 Penalty: 6063.717773
	Iteration 11Q: 3 clusters Score -2.628118e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 169072 members 
Entering Unmasked Estep 
Score: -26282820.000000 Penalty: 6063.717773
	Iteration 12Q: 3 clusters Score -2.628282e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -26284294.000000 Penalty: 6063.717773
	Iteration 13Q: 3 clusters Score -2.628429e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -26285422.000000 Penalty: 6063.717773
	Iteration 14Q: 3 clusters Score -2.628542e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 178682 members 
Entering Unmasked Estep 
Score: -26286320.000000 Penalty: 6063.717773
	Iteration 15Q: 3 clusters Score -2.628632e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -26287218.000000 Penalty: 6063.717773
	Iteration 16Q: 3 clusters Score -2.628722e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 183986 members 
Entering Unmasked Estep 
Score: -26287982.000000 Penalty: 6063.717773
	Iteration 17Q: 3 clusters Score -2.628798e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 186252 members 
Entering Unmasked Estep 
Score: -26288494.000000 Penalty: 6063.717773
	Iteration 18Q: 3 clusters Score -2.628849e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 188249 members 
Entering Unmasked Estep 
Score: -26288922.000000 Penalty: 6063.717773
	Iteration 19Q: 3 clusters Score -2.628892e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 190003 members 
Entering Unmasked Estep 
Score: -26289490.000000 Penalty: 6063.717773
	Iteration 20F: 3 clusters Score -2.628949e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -26289946.000000 Penalty: 6063.717773
	Iteration 21Q: 3 clusters Score -2.628995e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 192943 members 
Entering Unmasked Estep 
Score: -26290294.000000 Penalty: 6063.717773
	Iteration 22Q: 3 clusters Score -2.629029e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 194162 members 
Entering Unmasked Estep 
Score: -26290610.000000 Penalty: 6063.717773
	Iteration 23Q: 3 clusters Score -2.629061e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -26290682.000000 Penalty: 6063.717773
	Iteration 24Q: 3 clusters Score -2.629068e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 196148 members 
Entering Unmasked Estep 
Score: -26290974.000000 Penalty: 6063.717773
	Iteration 25Q: 3 clusters Score -2.629097e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -26291248.000000 Penalty: 6063.717773
	Iteration 26Q: 3 clusters Score -2.629125e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 197501 members 
Entering Unmasked Estep 
Score: -26291420.000000 Penalty: 6063.717773
	Iteration 27Q: 3 clusters Score -2.629142e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 198029 members 
Entering Unmasked Estep 
Score: -26291406.000000 Penalty: 6063.717773
	Iteration 28Q: 3 clusters Score -2.629141e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 198465 members 
Entering Unmasked Estep 
Score: -26291524.000000 Penalty: 6063.717773
	Iteration 29Q: 3 clusters Score -2.629152e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 198810 members 
Entering Unmasked Estep 
Score: -26291514.000000 Penalty: 6063.717773
	Iteration 30Q: 3 clusters Score -2.629151e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -26291530.000000 Penalty: 6063.717773
	Iteration 31Q: 3 clusters Score -2.629153e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -26291554.000000 Penalty: 6063.717773
	Iteration 32Q: 3 clusters Score -2.629155e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 199532 members 
Entering Unmasked Estep 
Score: -26291608.000000 Penalty: 6063.717773
	Iteration 33Q: 3 clusters Score -2.629161e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 199699 members 
Entering Unmasked Estep 
Score: -26291612.000000 Penalty: 6063.717773
	Iteration 34Q: 3 clusters Score -2.629161e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 199838 members 
Entering Unmasked Estep 
Score: -26291626.000000 Penalty: 6063.717773
	Iteration 35Q: 3 clusters Score -2.629163e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 199977 members 
Entering Unmasked Estep 
Score: -26291636.000000 Penalty: 6063.717773
	Iteration 36Q: 3 clusters Score -2.629164e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 200108 members 
Entering Unmasked Estep 
Score: -26291606.000000 Penalty: 6063.717773
	Iteration 37Q: 3 clusters Score -2.629161e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 200214 members 
Entering Unmasked Estep 
Score: -26291636.000000 Penalty: 6063.717773
	Iteration 38Q: 3 clusters Score -2.629164e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 200305 members 
Entering Unmasked Estep 
Score: -26291662.000000 Penalty: 6063.717773
	Iteration 39Q: 3 clusters Score -2.629166e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 200380 members 
Entering Unmasked Estep 
Score: -26291690.000000 Penalty: 6063.717773
	Iteration 40F: 3 clusters Score -2.629169e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 200430 members 
Entering Unmasked Estep 
Score: -26291658.000000 Penalty: 6063.717773
	Iteration 41Q: 3 clusters Score -2.629166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 200476 members 
Entering Unmasked Estep 
Score: -26291670.000000 Penalty: 6063.717773
	Iteration 42Q: 3 clusters Score -2.629167e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 200515 members 
Entering Unmasked Estep 
Score: -26291662.000000 Penalty: 6063.717773
	Iteration 43Q: 3 clusters Score -2.629166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 200553 members 
Entering Unmasked Estep 
Score: -26291628.000000 Penalty: 6063.717773
	Iteration 44Q: 3 clusters Score -2.629163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 200595 members 
Entering Unmasked Estep 
Score: -26291636.000000 Penalty: 6063.717773
	Iteration 45Q: 3 clusters Score -2.629164e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 200638 members 
Entering Unmasked Estep 
Score: -26291648.000000 Penalty: 6063.717773
	Iteration 46Q: 3 clusters Score -2.629165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 200673 members 
Entering Unmasked Estep 
Score: -26291638.000000 Penalty: 6063.717773
	Iteration 47Q: 3 clusters Score -2.629164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 200697 members 
Entering Unmasked Estep 
Score: -26291674.000000 Penalty: 6063.717773
	Iteration 48Q: 3 clusters Score -2.629167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -26291690.000000 Penalty: 6063.717773
	Iteration 49Q: 3 clusters Score -2.629169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 200743 members 
Entering Unmasked Estep 
Score: -26291696.000000 Penalty: 6063.717773
	Iteration 50Q: 3 clusters Score -2.62917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 200758 members 
Entering Unmasked Estep 
Score: -26291722.000000 Penalty: 6063.717773
	Iteration 51Q: 3 clusters Score -2.629172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 200772 members 
Entering Unmasked Estep 
Score: -26291686.000000 Penalty: 6063.717773
	Iteration 52Q: 3 clusters Score -2.629169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 200785 members 
Entering Unmasked Estep 
Score: -26291682.000000 Penalty: 6063.717773
	Iteration 53Q: 3 clusters Score -2.629168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 200799 members 
Entering Unmasked Estep 
Score: -26291678.000000 Penalty: 6063.717773
	Iteration 54Q: 3 clusters Score -2.629168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 200806 members 
Entering Unmasked Estep 
Score: -26291688.000000 Penalty: 6063.717773
	Iteration 55Q: 3 clusters Score -2.629169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 200818 members 
Entering Unmasked Estep 
Score: -26291692.000000 Penalty: 6063.717773
	Iteration 56Q: 3 clusters Score -2.629169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 200820 members 
Entering Unmasked Estep 
Score: -26291708.000000 Penalty: 6063.717773
	Iteration 57Q: 3 clusters Score -2.629171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 200822 members 
Entering Unmasked Estep 
Score: -26291716.000000 Penalty: 6063.717773
	Iteration 58Q: 3 clusters Score -2.629172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 200823 members 
Entering Unmasked Estep 
Score: -26291718.000000 Penalty: 6063.717773
	Iteration 59Q: 3 clusters Score -2.629172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 200826 members 
Entering Unmasked Estep 
Score: -26291720.000000 Penalty: 6063.717773
	Iteration 60F: 3 clusters Score -2.629172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -26291728.000000 Penalty: 6063.717773
	Iteration 61Q: 3 clusters Score -2.629173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -26291734.000000 Penalty: 6063.717773
	Iteration 62Q: 3 clusters Score -2.629173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 200838 members 
Entering Unmasked Estep 
Score: -26291704.000000 Penalty: 6063.717773
	Iteration 63Q: 3 clusters Score -2.62917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -26291700.000000 Penalty: 6063.717773
	Iteration 64Q: 3 clusters Score -2.62917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 200852 members 
Entering Unmasked Estep 
Score: -26291692.000000 Penalty: 6063.717773
	Iteration 65Q: 3 clusters Score -2.629169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 200857 members 
Entering Unmasked Estep 
Score: -26291710.000000 Penalty: 6063.717773
	Iteration 66Q: 3 clusters Score -2.629171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 200863 members 
Entering Unmasked Estep 
Score: -26291706.000000 Penalty: 6063.717773
	Iteration 67Q: 3 clusters Score -2.629171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -26291718.000000 Penalty: 6063.717773
	Iteration 68Q: 3 clusters Score -2.629172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 200874 members 
Entering Unmasked Estep 
Score: -26291714.000000 Penalty: 6063.717773
	Iteration 69Q: 3 clusters Score -2.629171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 200879 members 
Entering Unmasked Estep 
Score: -26291716.000000 Penalty: 6063.717773
	Iteration 70Q: 3 clusters Score -2.629172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 200884 members 
Entering Unmasked Estep 
Score: -26291698.000000 Penalty: 6063.717773
	Iteration 71Q: 3 clusters Score -2.62917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 200895 members 
Entering Unmasked Estep 
Score: -26291696.000000 Penalty: 6063.717773
	Iteration 72Q: 3 clusters Score -2.62917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 200905 members 
Entering Unmasked Estep 
Score: -26291700.000000 Penalty: 6063.717773
	Iteration 73Q: 3 clusters Score -2.62917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 200912 members 
Entering Unmasked Estep 
Score: -26291690.000000 Penalty: 6063.717773
	Iteration 74Q: 3 clusters Score -2.629169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 200917 members 
Entering Unmasked Estep 
Score: -26291716.000000 Penalty: 6063.717773
	Iteration 75Q: 3 clusters Score -2.629172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 200922 members 
Entering Unmasked Estep 
Score: -26291714.000000 Penalty: 6063.717773
	Iteration 76Q: 3 clusters Score -2.629171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -26291688.000000 Penalty: 6063.717773
	Iteration 77Q: 3 clusters Score -2.629169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 200946 members 
Entering Unmasked Estep 
Score: -26291690.000000 Penalty: 6063.717773
	Iteration 78Q: 3 clusters Score -2.629169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 200960 members 
Entering Unmasked Estep 
Score: -26291674.000000 Penalty: 6063.717773
	Iteration 79Q: 3 clusters Score -2.629167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 200972 members 
Entering Unmasked Estep 
Score: -26291666.000000 Penalty: 6063.717773
	Iteration 80F: 3 clusters Score -2.629167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 200983 members 
Entering Unmasked Estep 
Score: -26291668.000000 Penalty: 6063.717773
	Iteration 81Q: 3 clusters Score -2.629167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -26291686.000000 Penalty: 6063.717773
	Iteration 82Q: 3 clusters Score -2.629169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 201003 members 
Entering Unmasked Estep 
Score: -26291682.000000 Penalty: 6063.717773
	Iteration 83Q: 3 clusters Score -2.629168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 201016 members 
Entering Unmasked Estep 
Score: -26291682.000000 Penalty: 6063.717773
	Iteration 84Q: 3 clusters Score -2.629168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 201024 members 
Entering Unmasked Estep 
Score: -26291662.000000 Penalty: 6063.717773
	Iteration 85Q: 3 clusters Score -2.629166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 201036 members 
Entering Unmasked Estep 
Score: -26291646.000000 Penalty: 6063.717773
	Iteration 86Q: 3 clusters Score -2.629165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 201053 members 
Entering Unmasked Estep 
Score: -26291682.000000 Penalty: 6063.717773
	Iteration 87Q: 3 clusters Score -2.629168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 201066 members 
Entering Unmasked Estep 
Score: -26291680.000000 Penalty: 6063.717773
	Iteration 88Q: 3 clusters Score -2.629168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 201077 members 
Entering Unmasked Estep 
Score: -26291686.000000 Penalty: 6063.717773
	Iteration 89Q: 3 clusters Score -2.629169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 201084 members 
Entering Unmasked Estep 
Score: -26291672.000000 Penalty: 6063.717773
	Iteration 90Q: 3 clusters Score -2.629167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 201089 members 
Entering Unmasked Estep 
Score: -26291662.000000 Penalty: 6063.717773
	Iteration 91Q: 3 clusters Score -2.629166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 201095 members 
Entering Unmasked Estep 
Score: -26291648.000000 Penalty: 6063.717773
	Iteration 92Q: 3 clusters Score -2.629165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 201097 members 
Entering Unmasked Estep 
Score: -26291644.000000 Penalty: 6063.717773
	Iteration 93Q: 3 clusters Score -2.629164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 201100 members 
Entering Unmasked Estep 
Score: -26291636.000000 Penalty: 6063.717773
	Iteration 94Q: 3 clusters Score -2.629164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 201104 members 
Entering Unmasked Estep 
Score: -26291634.000000 Penalty: 6063.717773
	Iteration 95Q: 3 clusters Score -2.629163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -26291628.000000 Penalty: 6063.717773
	Iteration 96Q: 3 clusters Score -2.629163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 201109 members 
Entering Unmasked Estep 
Score: -26291616.000000 Penalty: 6063.717773
	Iteration 97Q: 3 clusters Score -2.629162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 201109 members 
Entering Unmasked Estep 
Score: -26291626.000000 Penalty: 6063.717773
	Iteration 98Q: 3 clusters Score -2.629163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 201110 members 
Entering Unmasked Estep 
Score: -26291626.000000 Penalty: 6063.717773
	Iteration 99Q: 3 clusters Score -2.629163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 201110 members 
Entering Unmasked Estep 
Score: -26291626.000000 Penalty: 6063.717773
	Iteration 100F: 3 clusters Score -2.629163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 201110 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 57620 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Entering Unmasked Estep 
Score: -138514496.000000 Penalty: 58618.246094
Splitting cluster 6 changes total score from -138509888.000000 to -138514496.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -153652.609375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -153652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151651.000000 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -151651 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152266.140625 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -152266.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152722.203125 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -152722.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153287.625000 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -153287.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -153779.250000 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -153779.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -153966.718750 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -153966.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -154060.687500 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -154060.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -154099.453125 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -154099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -154127.437500 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -154127.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -154154.828125 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -154154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154191.250000 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -154191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154200.953125 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -154201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -154205.937500 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -154205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -154208.000000 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -154208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -154208.828125 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -154208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154209.921875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -154209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154209.921875 Penalty: 3566.575439
	Iteration 16F: 3 clusters Score -154209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 201110 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 57620 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Entering Unmasked Estep 
Score: -138513552.000000 Penalty: 62066.378906
Splitting cluster 7 changes total score from -138509888.000000 to -138513552.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (57620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Entering Unmasked Estep 
Score: -7209972.500000 Penalty: 2718.482910
	Iteration 0F: 2 clusters Score -7209972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -7171372.500000 Penalty: 5436.965820
	Iteration 0F: 3 clusters Score -7171372 nChanged 26738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7186163.500000 Penalty: 5436.965820
	Iteration 1F: 3 clusters Score -7186164 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -7186607.500000 Penalty: 5436.965820
	Iteration 2Q: 3 clusters Score -7186608 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7187083.500000 Penalty: 5436.965820
	Iteration 3Q: 3 clusters Score -7187084 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -7187647.500000 Penalty: 5436.965820
	Iteration 4Q: 3 clusters Score -7187648 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -7188440.000000 Penalty: 5436.965820
	Iteration 5Q: 3 clusters Score -7188440 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -7189807.000000 Penalty: 5436.965820
	Iteration 6Q: 3 clusters Score -7189807 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7191852.500000 Penalty: 5436.965820
	Iteration 7F: 3 clusters Score -7191852 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -7194532.500000 Penalty: 5436.965820
	Iteration 8F: 3 clusters Score -7194532 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -7197659.000000 Penalty: 5436.965820
	Iteration 9F: 3 clusters Score -7197659 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7200308.000000 Penalty: 5436.965820
	Iteration 10F: 3 clusters Score -7200308 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -7202043.500000 Penalty: 5436.965820
	Iteration 11F: 3 clusters Score -7202044 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -7202896.000000 Penalty: 5436.965820
	Iteration 12Q: 3 clusters Score -7202896 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -7203296.000000 Penalty: 5436.965820
	Iteration 13Q: 3 clusters Score -7203296 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7203448.000000 Penalty: 5436.965820
	Iteration 14Q: 3 clusters Score -7203448 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -7203538.500000 Penalty: 5436.965820
	Iteration 15Q: 3 clusters Score -7203538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -7203586.500000 Penalty: 5436.965820
	Iteration 16Q: 3 clusters Score -7203586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -7203617.000000 Penalty: 5436.965820
	Iteration 17Q: 3 clusters Score -7203617 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -7203642.000000 Penalty: 5436.965820
	Iteration 18Q: 3 clusters Score -7203642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -7203664.000000 Penalty: 5436.965820
	Iteration 19Q: 3 clusters Score -7203664 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -7203693.000000 Penalty: 5436.965820
	Iteration 20F: 3 clusters Score -7203693 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -7203723.500000 Penalty: 5436.965820
	Iteration 21Q: 3 clusters Score -7203724 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7203747.000000 Penalty: 5436.965820
	Iteration 22Q: 3 clusters Score -7203747 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -7203785.500000 Penalty: 5436.965820
	Iteration 23Q: 3 clusters Score -7203786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -7203815.500000 Penalty: 5436.965820
	Iteration 24Q: 3 clusters Score -7203816 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -7203877.500000 Penalty: 5436.965820
	Iteration 25Q: 3 clusters Score -7203878 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -7204023.500000 Penalty: 5436.965820
	Iteration 26Q: 3 clusters Score -7204024 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -7204279.000000 Penalty: 5436.965820
	Iteration 27Q: 3 clusters Score -7204279 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -7204780.000000 Penalty: 5436.965820
	Iteration 28Q: 3 clusters Score -7204780 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -7205580.500000 Penalty: 5436.965820
	Iteration 29Q: 3 clusters Score -7205580 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -7206941.500000 Penalty: 5436.965820
	Iteration 30Q: 3 clusters Score -7206942 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -7208671.500000 Penalty: 5436.965820
	Iteration 31Q: 3 clusters Score -7208672 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -7210245.500000 Penalty: 5436.965820
	Iteration 32Q: 3 clusters Score -7210246 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -7211068.500000 Penalty: 5436.965820
	Iteration 33Q: 3 clusters Score -7211068 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7211345.500000 Penalty: 5436.965820
	Iteration 34Q: 3 clusters Score -7211346 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -7211457.000000 Penalty: 5436.965820
	Iteration 35Q: 3 clusters Score -7211457 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7211506.000000 Penalty: 5436.965820
	Iteration 36Q: 3 clusters Score -7211506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -7211535.500000 Penalty: 5436.965820
	Iteration 37Q: 3 clusters Score -7211536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7211563.000000 Penalty: 5436.965820
	Iteration 38Q: 3 clusters Score -7211563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -7211589.000000 Penalty: 5436.965820
	Iteration 39Q: 3 clusters Score -7211589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -7211599.500000 Penalty: 5436.965820
	Iteration 40F: 3 clusters Score -7211600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -7211620.000000 Penalty: 5436.965820
	Iteration 41Q: 3 clusters Score -7211620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7211627.500000 Penalty: 5436.965820
	Iteration 42Q: 3 clusters Score -7211628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7211638.000000 Penalty: 5436.965820
	Iteration 43Q: 3 clusters Score -7211638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7211631.500000 Penalty: 5436.965820
	Iteration 44Q: 3 clusters Score -7211632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7211642.000000 Penalty: 5436.965820
	Iteration 45Q: 3 clusters Score -7211642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7211642.500000 Penalty: 5436.965820
	Iteration 46Q: 3 clusters Score -7211642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7211635.000000 Penalty: 5436.965820
	Iteration 47Q: 3 clusters Score -7211635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7211630.500000 Penalty: 5436.965820
	Iteration 48Q: 3 clusters Score -7211630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -7211637.000000 Penalty: 5436.965820
	Iteration 49Q: 3 clusters Score -7211637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7211637.000000 Penalty: 5436.965820
	Iteration 50Q: 3 clusters Score -7211637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -7211639.000000 Penalty: 5436.965820
	Iteration 51Q: 3 clusters Score -7211639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7211632.000000 Penalty: 5436.965820
	Iteration 52Q: 3 clusters Score -7211632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7211619.500000 Penalty: 5436.965820
	Iteration 53Q: 3 clusters Score -7211620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -7211634.000000 Penalty: 5436.965820
	Iteration 54Q: 3 clusters Score -7211634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -7211630.000000 Penalty: 5436.965820
	Iteration 55Q: 3 clusters Score -7211630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -7211632.000000 Penalty: 5436.965820
	Iteration 56Q: 3 clusters Score -7211632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -7211636.000000 Penalty: 5436.965820
	Iteration 57Q: 3 clusters Score -7211636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7211632.000000 Penalty: 5436.965820
	Iteration 58Q: 3 clusters Score -7211632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7211632.000000 Penalty: 5436.965820
	Iteration 59F: 3 clusters Score -7211632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 201110 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 55190 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Entering Unmasked Estep 
Score: -138514048.000000 Penalty: 65514.511719
Splitting cluster 8 changes total score from -138509888.000000 to -138514048.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (212416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212416 members 
Entering Unmasked Estep 
Score: -27385548.000000 Penalty: 3042.042969
	Iteration 0F: 2 clusters Score -2.738555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -27249184.000000 Penalty: 6084.085938
	Iteration 0F: 3 clusters Score -2.724918e+07 nChanged 102158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 111289 members 
Entering Unmasked Estep 
Score: -27308798.000000 Penalty: 6084.085938
	Iteration 1F: 3 clusters Score -2.73088e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -27310186.000000 Penalty: 6084.085938
	Iteration 2Q: 3 clusters Score -2.731019e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -27312504.000000 Penalty: 6084.085938
	Iteration 3Q: 3 clusters Score -2.73125e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 127643 members 
Entering Unmasked Estep 
Score: -27317064.000000 Penalty: 6084.085938
	Iteration 4Q: 3 clusters Score -2.731706e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -27325652.000000 Penalty: 6084.085938
	Iteration 5F: 3 clusters Score -2.732565e+07 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -27339184.000000 Penalty: 6084.085938
	Iteration 6F: 3 clusters Score -2.733918e+07 nChanged 18647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -27356750.000000 Penalty: 6084.085938
	Iteration 7F: 3 clusters Score -2.735675e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 186387 members 
Entering Unmasked Estep 
Score: -27371882.000000 Penalty: 6084.085938
	Iteration 8F: 3 clusters Score -2.737188e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 192811 members 
Entering Unmasked Estep 
Score: -27381868.000000 Penalty: 6084.085938
	Iteration 9Q: 3 clusters Score -2.738187e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 194714 members 
Entering Unmasked Estep 
Score: -27385324.000000 Penalty: 6084.085938
	Iteration 10Q: 3 clusters Score -2.738532e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 195806 members 
Entering Unmasked Estep 
Score: -27386162.000000 Penalty: 6084.085938
	Iteration 11Q: 3 clusters Score -2.738616e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -27386300.000000 Penalty: 6084.085938
	Iteration 12Q: 3 clusters Score -2.73863e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 197615 members 
Entering Unmasked Estep 
Score: -27386524.000000 Penalty: 6084.085938
	Iteration 13Q: 3 clusters Score -2.738652e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 198377 members 
Entering Unmasked Estep 
Score: -27386592.000000 Penalty: 6084.085938
	Iteration 14Q: 3 clusters Score -2.738659e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 199033 members 
Entering Unmasked Estep 
Score: -27386636.000000 Penalty: 6084.085938
	Iteration 15Q: 3 clusters Score -2.738664e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -27386630.000000 Penalty: 6084.085938
	Iteration 16Q: 3 clusters Score -2.738663e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 200173 members 
Entering Unmasked Estep 
Score: -27386618.000000 Penalty: 6084.085938
	Iteration 17Q: 3 clusters Score -2.738662e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 200687 members 
Entering Unmasked Estep 
Score: -27386590.000000 Penalty: 6084.085938
	Iteration 18Q: 3 clusters Score -2.738659e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 201145 members 
Entering Unmasked Estep 
Score: -27386462.000000 Penalty: 6084.085938
	Iteration 19Q: 3 clusters Score -2.738646e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 201594 members 
Entering Unmasked Estep 
Score: -27386454.000000 Penalty: 6084.085938
	Iteration 20F: 3 clusters Score -2.738645e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 202006 members 
Entering Unmasked Estep 
Score: -27386410.000000 Penalty: 6084.085938
	Iteration 21Q: 3 clusters Score -2.738641e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 202379 members 
Entering Unmasked Estep 
Score: -27386366.000000 Penalty: 6084.085938
	Iteration 22Q: 3 clusters Score -2.738637e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 202722 members 
Entering Unmasked Estep 
Score: -27386348.000000 Penalty: 6084.085938
	Iteration 23Q: 3 clusters Score -2.738635e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 203036 members 
Entering Unmasked Estep 
Score: -27386284.000000 Penalty: 6084.085938
	Iteration 24Q: 3 clusters Score -2.738628e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 203330 members 
Entering Unmasked Estep 
Score: -27386186.000000 Penalty: 6084.085938
	Iteration 25Q: 3 clusters Score -2.738619e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 203635 members 
Entering Unmasked Estep 
Score: -27386202.000000 Penalty: 6084.085938
	Iteration 26Q: 3 clusters Score -2.73862e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 203902 members 
Entering Unmasked Estep 
Score: -27386100.000000 Penalty: 6084.085938
	Iteration 27Q: 3 clusters Score -2.73861e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 204149 members 
Entering Unmasked Estep 
Score: -27386042.000000 Penalty: 6084.085938
	Iteration 28Q: 3 clusters Score -2.738604e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 204405 members 
Entering Unmasked Estep 
Score: -27386020.000000 Penalty: 6084.085938
	Iteration 29Q: 3 clusters Score -2.738602e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 204636 members 
Entering Unmasked Estep 
Score: -27385986.000000 Penalty: 6084.085938
	Iteration 30Q: 3 clusters Score -2.738599e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 204836 members 
Entering Unmasked Estep 
Score: -27385834.000000 Penalty: 6084.085938
	Iteration 31Q: 3 clusters Score -2.738583e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 205029 members 
Entering Unmasked Estep 
Score: -27385790.000000 Penalty: 6084.085938
	Iteration 32Q: 3 clusters Score -2.738579e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 205211 members 
Entering Unmasked Estep 
Score: -27385702.000000 Penalty: 6084.085938
	Iteration 33Q: 3 clusters Score -2.73857e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 205385 members 
Entering Unmasked Estep 
Score: -27385644.000000 Penalty: 6084.085938
	Iteration 34Q: 3 clusters Score -2.738564e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 205571 members 
Entering Unmasked Estep 
Score: -27385634.000000 Penalty: 6084.085938
	Iteration 35Q: 3 clusters Score -2.738563e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 205740 members 
Entering Unmasked Estep 
Score: -27385560.000000 Penalty: 6084.085938
	Iteration 36Q: 3 clusters Score -2.738556e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 205903 members 
Entering Unmasked Estep 
Score: -27385488.000000 Penalty: 6084.085938
	Iteration 37Q: 3 clusters Score -2.738549e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 206042 members 
Entering Unmasked Estep 
Score: -27385444.000000 Penalty: 6084.085938
	Iteration 38Q: 3 clusters Score -2.738544e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -27385390.000000 Penalty: 6084.085938
	Iteration 39Q: 3 clusters Score -2.738539e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 206295 members 
Entering Unmasked Estep 
Score: -27385332.000000 Penalty: 6084.085938
	Iteration 40F: 3 clusters Score -2.738533e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 206419 members 
Entering Unmasked Estep 
Score: -27385318.000000 Penalty: 6084.085938
	Iteration 41Q: 3 clusters Score -2.738532e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 206529 members 
Entering Unmasked Estep 
Score: -27385282.000000 Penalty: 6084.085938
	Iteration 42Q: 3 clusters Score -2.738528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 206627 members 
Entering Unmasked Estep 
Score: -27385218.000000 Penalty: 6084.085938
	Iteration 43Q: 3 clusters Score -2.738522e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 206724 members 
Entering Unmasked Estep 
Score: -27385220.000000 Penalty: 6084.085938
	Iteration 44Q: 3 clusters Score -2.738522e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 206819 members 
Entering Unmasked Estep 
Score: -27385146.000000 Penalty: 6084.085938
	Iteration 45Q: 3 clusters Score -2.738515e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 206906 members 
Entering Unmasked Estep 
Score: -27385086.000000 Penalty: 6084.085938
	Iteration 46Q: 3 clusters Score -2.738509e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 206994 members 
Entering Unmasked Estep 
Score: -27385052.000000 Penalty: 6084.085938
	Iteration 47Q: 3 clusters Score -2.738505e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 207088 members 
Entering Unmasked Estep 
Score: -27385004.000000 Penalty: 6084.085938
	Iteration 48Q: 3 clusters Score -2.7385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 207191 members 
Entering Unmasked Estep 
Score: -27385016.000000 Penalty: 6084.085938
	Iteration 49Q: 3 clusters Score -2.738502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 207305 members 
Entering Unmasked Estep 
Score: -27384994.000000 Penalty: 6084.085938
	Iteration 50Q: 3 clusters Score -2.738499e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 207419 members 
Entering Unmasked Estep 
Score: -27384944.000000 Penalty: 6084.085938
	Iteration 51Q: 3 clusters Score -2.738494e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 207520 members 
Entering Unmasked Estep 
Score: -27384892.000000 Penalty: 6084.085938
	Iteration 52Q: 3 clusters Score -2.738489e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 207603 members 
Entering Unmasked Estep 
Score: -27384850.000000 Penalty: 6084.085938
	Iteration 53Q: 3 clusters Score -2.738485e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 207684 members 
Entering Unmasked Estep 
Score: -27384836.000000 Penalty: 6084.085938
	Iteration 54Q: 3 clusters Score -2.738484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 207756 members 
Entering Unmasked Estep 
Score: -27384818.000000 Penalty: 6084.085938
	Iteration 55Q: 3 clusters Score -2.738482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 207837 members 
Entering Unmasked Estep 
Score: -27384792.000000 Penalty: 6084.085938
	Iteration 56Q: 3 clusters Score -2.738479e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 207930 members 
Entering Unmasked Estep 
Score: -27384796.000000 Penalty: 6084.085938
	Iteration 57Q: 3 clusters Score -2.73848e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 208018 members 
Entering Unmasked Estep 
Score: -27384804.000000 Penalty: 6084.085938
	Iteration 58Q: 3 clusters Score -2.73848e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -27384812.000000 Penalty: 6084.085938
	Iteration 59Q: 3 clusters Score -2.738481e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 208172 members 
Entering Unmasked Estep 
Score: -27384778.000000 Penalty: 6084.085938
	Iteration 60F: 3 clusters Score -2.738478e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 208240 members 
Entering Unmasked Estep 
Score: -27384758.000000 Penalty: 6084.085938
	Iteration 61Q: 3 clusters Score -2.738476e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 208319 members 
Entering Unmasked Estep 
Score: -27384752.000000 Penalty: 6084.085938
	Iteration 62Q: 3 clusters Score -2.738475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 208404 members 
Entering Unmasked Estep 
Score: -27384760.000000 Penalty: 6084.085938
	Iteration 63Q: 3 clusters Score -2.738476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 208468 members 
Entering Unmasked Estep 
Score: -27384710.000000 Penalty: 6084.085938
	Iteration 64Q: 3 clusters Score -2.738471e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 208537 members 
Entering Unmasked Estep 
Score: -27384632.000000 Penalty: 6084.085938
	Iteration 65Q: 3 clusters Score -2.738463e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 208602 members 
Entering Unmasked Estep 
Score: -27384622.000000 Penalty: 6084.085938
	Iteration 66Q: 3 clusters Score -2.738462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 208656 members 
Entering Unmasked Estep 
Score: -27384616.000000 Penalty: 6084.085938
	Iteration 67Q: 3 clusters Score -2.738462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 208704 members 
Entering Unmasked Estep 
Score: -27384620.000000 Penalty: 6084.085938
	Iteration 68Q: 3 clusters Score -2.738462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 208757 members 
Entering Unmasked Estep 
Score: -27384590.000000 Penalty: 6084.085938
	Iteration 69Q: 3 clusters Score -2.738459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 208796 members 
Entering Unmasked Estep 
Score: -27384590.000000 Penalty: 6084.085938
	Iteration 70Q: 3 clusters Score -2.738459e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 208834 members 
Entering Unmasked Estep 
Score: -27384574.000000 Penalty: 6084.085938
	Iteration 71Q: 3 clusters Score -2.738457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -27384590.000000 Penalty: 6084.085938
	Iteration 72Q: 3 clusters Score -2.738459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 208914 members 
Entering Unmasked Estep 
Score: -27384570.000000 Penalty: 6084.085938
	Iteration 73Q: 3 clusters Score -2.738457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 208952 members 
Entering Unmasked Estep 
Score: -27384528.000000 Penalty: 6084.085938
	Iteration 74Q: 3 clusters Score -2.738453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 208985 members 
Entering Unmasked Estep 
Score: -27384522.000000 Penalty: 6084.085938
	Iteration 75Q: 3 clusters Score -2.738452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 209013 members 
Entering Unmasked Estep 
Score: -27384524.000000 Penalty: 6084.085938
	Iteration 76Q: 3 clusters Score -2.738452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 209031 members 
Entering Unmasked Estep 
Score: -27384476.000000 Penalty: 6084.085938
	Iteration 77Q: 3 clusters Score -2.738448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 209055 members 
Entering Unmasked Estep 
Score: -27384506.000000 Penalty: 6084.085938
	Iteration 78Q: 3 clusters Score -2.738451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 209083 members 
Entering Unmasked Estep 
Score: -27384512.000000 Penalty: 6084.085938
	Iteration 79Q: 3 clusters Score -2.738451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 209110 members 
Entering Unmasked Estep 
Score: -27384492.000000 Penalty: 6084.085938
	Iteration 80F: 3 clusters Score -2.738449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 209132 members 
Entering Unmasked Estep 
Score: -27384502.000000 Penalty: 6084.085938
	Iteration 81Q: 3 clusters Score -2.73845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 209150 members 
Entering Unmasked Estep 
Score: -27384502.000000 Penalty: 6084.085938
	Iteration 82Q: 3 clusters Score -2.73845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 209165 members 
Entering Unmasked Estep 
Score: -27384486.000000 Penalty: 6084.085938
	Iteration 83Q: 3 clusters Score -2.738449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 209188 members 
Entering Unmasked Estep 
Score: -27384464.000000 Penalty: 6084.085938
	Iteration 84Q: 3 clusters Score -2.738446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 209207 members 
Entering Unmasked Estep 
Score: -27384498.000000 Penalty: 6084.085938
	Iteration 85Q: 3 clusters Score -2.73845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 209222 members 
Entering Unmasked Estep 
Score: -27384456.000000 Penalty: 6084.085938
	Iteration 86Q: 3 clusters Score -2.738446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -27384460.000000 Penalty: 6084.085938
	Iteration 87Q: 3 clusters Score -2.738446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -27384450.000000 Penalty: 6084.085938
	Iteration 88Q: 3 clusters Score -2.738445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -27384440.000000 Penalty: 6084.085938
	Iteration 89Q: 3 clusters Score -2.738444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 209282 members 
Entering Unmasked Estep 
Score: -27384444.000000 Penalty: 6084.085938
	Iteration 90Q: 3 clusters Score -2.738444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 209294 members 
Entering Unmasked Estep 
Score: -27384440.000000 Penalty: 6084.085938
	Iteration 91Q: 3 clusters Score -2.738444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -27384422.000000 Penalty: 6084.085938
	Iteration 92Q: 3 clusters Score -2.738442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 209318 members 
Entering Unmasked Estep 
Score: -27384414.000000 Penalty: 6084.085938
	Iteration 93Q: 3 clusters Score -2.738441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 209331 members 
Entering Unmasked Estep 
Score: -27384408.000000 Penalty: 6084.085938
	Iteration 94Q: 3 clusters Score -2.738441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 209343 members 
Entering Unmasked Estep 
Score: -27384430.000000 Penalty: 6084.085938
	Iteration 95Q: 3 clusters Score -2.738443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 209353 members 
Entering Unmasked Estep 
Score: -27384430.000000 Penalty: 6084.085938
	Iteration 96Q: 3 clusters Score -2.738443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 209365 members 
Entering Unmasked Estep 
Score: -27384418.000000 Penalty: 6084.085938
	Iteration 97Q: 3 clusters Score -2.738442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 209381 members 
Entering Unmasked Estep 
Score: -27384402.000000 Penalty: 6084.085938
	Iteration 98Q: 3 clusters Score -2.73844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 209399 members 
Entering Unmasked Estep 
Score: -27384420.000000 Penalty: 6084.085938
	Iteration 99Q: 3 clusters Score -2.738442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 209407 members 
Entering Unmasked Estep 
Score: -27384402.000000 Penalty: 6084.085938
	Iteration 100F: 3 clusters Score -2.73844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 209416 members 
Entering Unmasked Estep 
Score: -27384408.000000 Penalty: 6084.085938
	Iteration 101Q: 3 clusters Score -2.738441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -27384394.000000 Penalty: 6084.085938
	Iteration 102Q: 3 clusters Score -2.738439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 209422 members 
Entering Unmasked Estep 
Score: -27384390.000000 Penalty: 6084.085938
	Iteration 103Q: 3 clusters Score -2.738439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 209424 members 
Entering Unmasked Estep 
Score: -27384392.000000 Penalty: 6084.085938
	Iteration 104Q: 3 clusters Score -2.738439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 209427 members 
Entering Unmasked Estep 
Score: -27384376.000000 Penalty: 6084.085938
	Iteration 105Q: 3 clusters Score -2.738438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -27384364.000000 Penalty: 6084.085938
	Iteration 106Q: 3 clusters Score -2.738436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 209436 members 
Entering Unmasked Estep 
Score: -27384364.000000 Penalty: 6084.085938
	Iteration 107Q: 3 clusters Score -2.738436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 209444 members 
Entering Unmasked Estep 
Score: -27384380.000000 Penalty: 6084.085938
	Iteration 108Q: 3 clusters Score -2.738438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 209445 members 
Entering Unmasked Estep 
Score: -27384384.000000 Penalty: 6084.085938
	Iteration 109Q: 3 clusters Score -2.738438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 209450 members 
Entering Unmasked Estep 
Score: -27384374.000000 Penalty: 6084.085938
	Iteration 110Q: 3 clusters Score -2.738437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 209454 members 
Entering Unmasked Estep 
Score: -27384394.000000 Penalty: 6084.085938
	Iteration 111Q: 3 clusters Score -2.738439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 209460 members 
Entering Unmasked Estep 
Score: -27384368.000000 Penalty: 6084.085938
	Iteration 112Q: 3 clusters Score -2.738437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 209466 members 
Entering Unmasked Estep 
Score: -27384382.000000 Penalty: 6084.085938
	Iteration 113Q: 3 clusters Score -2.738438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 209474 members 
Entering Unmasked Estep 
Score: -27384382.000000 Penalty: 6084.085938
	Iteration 114Q: 3 clusters Score -2.738438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 209480 members 
Entering Unmasked Estep 
Score: -27384388.000000 Penalty: 6084.085938
	Iteration 115Q: 3 clusters Score -2.738439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 209482 members 
Entering Unmasked Estep 
Score: -27384386.000000 Penalty: 6084.085938
	Iteration 116Q: 3 clusters Score -2.738439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 209484 members 
Entering Unmasked Estep 
Score: -27384386.000000 Penalty: 6084.085938
	Iteration 117Q: 3 clusters Score -2.738439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 209486 members 
Entering Unmasked Estep 
Score: -27384378.000000 Penalty: 6084.085938
	Iteration 118Q: 3 clusters Score -2.738438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 209488 members 
Entering Unmasked Estep 
Score: -27384378.000000 Penalty: 6084.085938
	Iteration 119Q: 3 clusters Score -2.738438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -27384360.000000 Penalty: 6084.085938
	Iteration 120F: 3 clusters Score -2.738436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Entering Unmasked Estep 
Score: -8330703.000000 Penalty: 2746.083008
	Iteration 0F: 2 clusters Score -8330703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -8287592.000000 Penalty: 5492.166016
	Iteration 0F: 3 clusters Score -8287592 nChanged 29868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8304625.500000 Penalty: 5492.166016
	Iteration 1F: 3 clusters Score -8304626 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -8305351.000000 Penalty: 5492.166016
	Iteration 2Q: 3 clusters Score -8305351 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8306174.000000 Penalty: 5492.166016
	Iteration 3Q: 3 clusters Score -8306174 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8307179.500000 Penalty: 5492.166016
	Iteration 4Q: 3 clusters Score -8307180 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8308548.500000 Penalty: 5492.166016
	Iteration 5Q: 3 clusters Score -8308548 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8310211.000000 Penalty: 5492.166016
	Iteration 6F: 3 clusters Score -8310211 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8312389.000000 Penalty: 5492.166016
	Iteration 7F: 3 clusters Score -8312389 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -8314883.500000 Penalty: 5492.166016
	Iteration 8F: 3 clusters Score -8314884 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8317353.500000 Penalty: 5492.166016
	Iteration 9F: 3 clusters Score -8317354 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -8319684.000000 Penalty: 5492.166016
	Iteration 10F: 3 clusters Score -8319684 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -8321601.500000 Penalty: 5492.166016
	Iteration 11Q: 3 clusters Score -8321602 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -8323319.500000 Penalty: 5492.166016
	Iteration 12Q: 3 clusters Score -8323320 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -8324717.500000 Penalty: 5492.166016
	Iteration 13Q: 3 clusters Score -8324718 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -8325745.500000 Penalty: 5492.166016
	Iteration 14Q: 3 clusters Score -8325746 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -8326441.500000 Penalty: 5492.166016
	Iteration 15Q: 3 clusters Score -8326442 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8327004.000000 Penalty: 5492.166016
	Iteration 16Q: 3 clusters Score -8327004 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8327367.000000 Penalty: 5492.166016
	Iteration 17Q: 3 clusters Score -8327367 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -8327613.500000 Penalty: 5492.166016
	Iteration 18Q: 3 clusters Score -8327614 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -8327826.000000 Penalty: 5492.166016
	Iteration 19Q: 3 clusters Score -8327826 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -8327985.000000 Penalty: 5492.166016
	Iteration 20F: 3 clusters Score -8327985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -8328068.500000 Penalty: 5492.166016
	Iteration 21Q: 3 clusters Score -8328068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -8328135.000000 Penalty: 5492.166016
	Iteration 22Q: 3 clusters Score -8328135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -8328198.500000 Penalty: 5492.166016
	Iteration 23Q: 3 clusters Score -8328198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -8328248.000000 Penalty: 5492.166016
	Iteration 24Q: 3 clusters Score -8328248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8328276.500000 Penalty: 5492.166016
	Iteration 25Q: 3 clusters Score -8328276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -8328305.500000 Penalty: 5492.166016
	Iteration 26Q: 3 clusters Score -8328306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -8328339.000000 Penalty: 5492.166016
	Iteration 27Q: 3 clusters Score -8328339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -8328337.000000 Penalty: 5492.166016
	Iteration 28Q: 3 clusters Score -8328337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -8328334.000000 Penalty: 5492.166016
	Iteration 29Q: 3 clusters Score -8328334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -8328343.000000 Penalty: 5492.166016
	Iteration 30Q: 3 clusters Score -8328343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -8328351.500000 Penalty: 5492.166016
	Iteration 31Q: 3 clusters Score -8328352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8328368.500000 Penalty: 5492.166016
	Iteration 32Q: 3 clusters Score -8328368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8328382.000000 Penalty: 5492.166016
	Iteration 33Q: 3 clusters Score -8328382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -8328387.500000 Penalty: 5492.166016
	Iteration 34Q: 3 clusters Score -8328388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -8328389.000000 Penalty: 5492.166016
	Iteration 35Q: 3 clusters Score -8328389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8328393.500000 Penalty: 5492.166016
	Iteration 36Q: 3 clusters Score -8328394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8328393.500000 Penalty: 5492.166016
	Iteration 37F: 3 clusters Score -8328394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -173563.296875 Penalty: 1828.129395
	Iteration 0F: 2 clusters Score -173563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171356.109375 Penalty: 3656.258789
	Iteration 0F: 3 clusters Score -171356.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -172265.109375 Penalty: 3656.258789
	Iteration 1F: 3 clusters Score -172265.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173334.890625 Penalty: 3656.258789
	Iteration 2F: 3 clusters Score -173334.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -174773.656250 Penalty: 3656.258789
	Iteration 3F: 3 clusters Score -174773.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175415.453125 Penalty: 3656.258789
	Iteration 4F: 3 clusters Score -175415.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -175646.265625 Penalty: 3656.258789
	Iteration 5Q: 3 clusters Score -175646.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175795.968750 Penalty: 3656.258789
	Iteration 6Q: 3 clusters Score -175796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175925.000000 Penalty: 3656.258789
	Iteration 7Q: 3 clusters Score -175925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -176033.187500 Penalty: 3656.258789
	Iteration 8Q: 3 clusters Score -176033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -176067.859375 Penalty: 3656.258789
	Iteration 9Q: 3 clusters Score -176067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176077.656250 Penalty: 3656.258789
	Iteration 10Q: 3 clusters Score -176077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -176079.671875 Penalty: 3656.258789
	Iteration 11Q: 3 clusters Score -176079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -176084.218750 Penalty: 3656.258789
	Iteration 12Q: 3 clusters Score -176084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -176092.828125 Penalty: 3656.258789
	Iteration 13F: 3 clusters Score -176092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -176107.765625 Penalty: 3656.258789
	Iteration 14Q: 3 clusters Score -176107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -176108.046875 Penalty: 3656.258789
	Iteration 15Q: 3 clusters Score -176108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -176108.046875 Penalty: 3656.258789
	Iteration 16F: 3 clusters Score -176108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 201110 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1063 members 
Mstep: Class 13 contains 55190 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
Score: -138515088.000000 Penalty: 68962.648438
Splitting cluster 12 changes total score from -138509888.000000 to -138515088.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -434678.593750 Penalty: 2014.348145
	Iteration 0F: 2 clusters Score -434678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -431158.906250 Penalty: 4028.696289
	Iteration 0F: 3 clusters Score -431158.9 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -431881.312500 Penalty: 4028.696289
	Iteration 1F: 3 clusters Score -431881.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -432037.125000 Penalty: 4028.696289
	Iteration 2F: 3 clusters Score -432037.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -432119.468750 Penalty: 4028.696289
	Iteration 3Q: 3 clusters Score -432119.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -432190.718750 Penalty: 4028.696289
	Iteration 4Q: 3 clusters Score -432190.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -432240.968750 Penalty: 4028.696289
	Iteration 5Q: 3 clusters Score -432241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -432268.468750 Penalty: 4028.696289
	Iteration 6Q: 3 clusters Score -432268.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -432287.656250 Penalty: 4028.696289
	Iteration 7Q: 3 clusters Score -432287.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -432302.281250 Penalty: 4028.696289
	Iteration 8Q: 3 clusters Score -432302.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -432318.593750 Penalty: 4028.696289
	Iteration 9Q: 3 clusters Score -432318.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -432339.281250 Penalty: 4028.696289
	Iteration 10Q: 3 clusters Score -432339.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -432357.093750 Penalty: 4028.696289
	Iteration 11Q: 3 clusters Score -432357.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -432372.125000 Penalty: 4028.696289
	Iteration 12Q: 3 clusters Score -432372.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -432384.625000 Penalty: 4028.696289
	Iteration 13Q: 3 clusters Score -432384.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -432395.718750 Penalty: 4028.696289
	Iteration 14Q: 3 clusters Score -432395.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432408.187500 Penalty: 4028.696289
	Iteration 15Q: 3 clusters Score -432408.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -432421.781250 Penalty: 4028.696289
	Iteration 16Q: 3 clusters Score -432421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -432428.281250 Penalty: 4028.696289
	Iteration 17Q: 3 clusters Score -432428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432434.156250 Penalty: 4028.696289
	Iteration 18Q: 3 clusters Score -432434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -432436.875000 Penalty: 4028.696289
	Iteration 19Q: 3 clusters Score -432436.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -432441.531250 Penalty: 4028.696289
	Iteration 20F: 3 clusters Score -432441.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -432445.843750 Penalty: 4028.696289
	Iteration 21Q: 3 clusters Score -432445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -432448.062500 Penalty: 4028.696289
	Iteration 22Q: 3 clusters Score -432448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -432450.750000 Penalty: 4028.696289
	Iteration 23Q: 3 clusters Score -432450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -432453.437500 Penalty: 4028.696289
	Iteration 24Q: 3 clusters Score -432453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -432455.812500 Penalty: 4028.696289
	Iteration 25Q: 3 clusters Score -432455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432459.000000 Penalty: 4028.696289
	Iteration 26Q: 3 clusters Score -432459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -432461.281250 Penalty: 4028.696289
	Iteration 27Q: 3 clusters Score -432461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -432464.375000 Penalty: 4028.696289
	Iteration 28Q: 3 clusters Score -432464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -432467.250000 Penalty: 4028.696289
	Iteration 29Q: 3 clusters Score -432467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -432471.625000 Penalty: 4028.696289
	Iteration 30Q: 3 clusters Score -432471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -432475.406250 Penalty: 4028.696289
	Iteration 31Q: 3 clusters Score -432475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -432481.156250 Penalty: 4028.696289
	Iteration 32Q: 3 clusters Score -432481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -432487.531250 Penalty: 4028.696289
	Iteration 33Q: 3 clusters Score -432487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -432490.343750 Penalty: 4028.696289
	Iteration 34Q: 3 clusters Score -432490.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -432492.781250 Penalty: 4028.696289
	Iteration 35Q: 3 clusters Score -432492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -432496.187500 Penalty: 4028.696289
	Iteration 36Q: 3 clusters Score -432496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -432497.812500 Penalty: 4028.696289
	Iteration 37Q: 3 clusters Score -432497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -432500.843750 Penalty: 4028.696289
	Iteration 38Q: 3 clusters Score -432500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -432502.281250 Penalty: 4028.696289
	Iteration 39Q: 3 clusters Score -432502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -432504.781250 Penalty: 4028.696289
	Iteration 40F: 3 clusters Score -432504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -432505.843750 Penalty: 4028.696289
	Iteration 41Q: 3 clusters Score -432505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -432507.062500 Penalty: 4028.696289
	Iteration 42Q: 3 clusters Score -432507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432507.593750 Penalty: 4028.696289
	Iteration 43Q: 3 clusters Score -432507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432507.593750 Penalty: 4028.696289
	Iteration 44F: 3 clusters Score -432507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -341974.843750 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -341974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -339007.437500 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -339007.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -339532.125000 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -339532.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -339665.875000 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -339665.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -339734.968750 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -339735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -339774.781250 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -339774.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -339800.187500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -339800.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -339823.000000 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -339823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -339835.718750 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -339835.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -339846.781250 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -339846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -339855.593750 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -339855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -339861.875000 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -339861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -339868.062500 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -339868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -339873.906250 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -339873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -339879.343750 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -339879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339883.281250 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -339883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -339887.531250 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -339887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -339889.812500 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -339889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -339891.625000 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -339891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -339894.718750 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -339894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -339897.062500 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -339897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -339899.687500 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -339899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339901.906250 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -339901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339904.593750 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -339904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -339905.156250 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -339905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -339905.406250 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -339905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339908.562500 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -339908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -339909.750000 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -339909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -339910.781250 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -339910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339911.562500 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -339911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -339911.687500 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -339911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339912.281250 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -339912.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339912.281250 Penalty: 3888.013672
	Iteration 31F: 3 clusters Score -339912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Entering Unmasked Estep 
Score: -1430559.500000 Penalty: 2307.101562
	Iteration 0F: 2 clusters Score -1430560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1422271.625000 Penalty: 4614.203125
	Iteration 0F: 3 clusters Score -1422272 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1424679.375000 Penalty: 4614.203125
	Iteration 1F: 3 clusters Score -1424679 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1424959.125000 Penalty: 4614.203125
	Iteration 2F: 3 clusters Score -1424959 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1425157.000000 Penalty: 4614.203125
	Iteration 3Q: 3 clusters Score -1425157 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1425321.000000 Penalty: 4614.203125
	Iteration 4Q: 3 clusters Score -1425321 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1425450.125000 Penalty: 4614.203125
	Iteration 5Q: 3 clusters Score -1425450 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1425557.500000 Penalty: 4614.203125
	Iteration 6Q: 3 clusters Score -1425558 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1425678.875000 Penalty: 4614.203125
	Iteration 7Q: 3 clusters Score -1425679 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1425820.875000 Penalty: 4614.203125
	Iteration 8Q: 3 clusters Score -1425821 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1425961.625000 Penalty: 4614.203125
	Iteration 9Q: 3 clusters Score -1425962 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1426110.000000 Penalty: 4614.203125
	Iteration 10Q: 3 clusters Score -1426110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1426304.375000 Penalty: 4614.203125
	Iteration 11Q: 3 clusters Score -1426304 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1426537.875000 Penalty: 4614.203125
	Iteration 12Q: 3 clusters Score -1426538 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1426803.625000 Penalty: 4614.203125
	Iteration 13Q: 3 clusters Score -1426804 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1427099.375000 Penalty: 4614.203125
	Iteration 14Q: 3 clusters Score -1427099 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1427385.500000 Penalty: 4614.203125
	Iteration 15Q: 3 clusters Score -1427386 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1427649.625000 Penalty: 4614.203125
	Iteration 16Q: 3 clusters Score -1427650 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1427885.375000 Penalty: 4614.203125
	Iteration 17Q: 3 clusters Score -1427885 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1428055.375000 Penalty: 4614.203125
	Iteration 18Q: 3 clusters Score -1428055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1428178.375000 Penalty: 4614.203125
	Iteration 19Q: 3 clusters Score -1428178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1428269.875000 Penalty: 4614.203125
	Iteration 20F: 3 clusters Score -1428270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1428335.125000 Penalty: 4614.203125
	Iteration 21Q: 3 clusters Score -1428335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1428386.000000 Penalty: 4614.203125
	Iteration 22Q: 3 clusters Score -1428386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1428434.375000 Penalty: 4614.203125
	Iteration 23Q: 3 clusters Score -1428434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1428473.125000 Penalty: 4614.203125
	Iteration 24Q: 3 clusters Score -1428473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1428491.500000 Penalty: 4614.203125
	Iteration 25Q: 3 clusters Score -1428492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1428503.125000 Penalty: 4614.203125
	Iteration 26Q: 3 clusters Score -1428503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1428510.750000 Penalty: 4614.203125
	Iteration 27Q: 3 clusters Score -1428511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1428515.500000 Penalty: 4614.203125
	Iteration 28Q: 3 clusters Score -1428516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1428522.375000 Penalty: 4614.203125
	Iteration 29Q: 3 clusters Score -1428522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1428528.375000 Penalty: 4614.203125
	Iteration 30Q: 3 clusters Score -1428528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1428533.250000 Penalty: 4614.203125
	Iteration 31Q: 3 clusters Score -1428533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1428537.000000 Penalty: 4614.203125
	Iteration 32Q: 3 clusters Score -1428537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1428538.000000 Penalty: 4614.203125
	Iteration 33Q: 3 clusters Score -1428538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1428543.875000 Penalty: 4614.203125
	Iteration 34Q: 3 clusters Score -1428544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1428547.125000 Penalty: 4614.203125
	Iteration 35Q: 3 clusters Score -1428547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1428551.125000 Penalty: 4614.203125
	Iteration 36Q: 3 clusters Score -1428551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1428556.375000 Penalty: 4614.203125
	Iteration 37Q: 3 clusters Score -1428556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1428558.750000 Penalty: 4614.203125
	Iteration 38Q: 3 clusters Score -1428559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1428558.750000 Penalty: 4614.203125
	Iteration 39F: 3 clusters Score -1428559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Entering Unmasked Estep 
Score: -22201616.000000 Penalty: 2988.242676
	Iteration 0F: 2 clusters Score -2.220162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -22088726.000000 Penalty: 5976.485352
	Iteration 0F: 3 clusters Score -2.208873e+07 nChanged 82092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -22136336.000000 Penalty: 5976.485352
	Iteration 1F: 3 clusters Score -2.213634e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -22137288.000000 Penalty: 5976.485352
	Iteration 2Q: 3 clusters Score -2.213729e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -22138540.000000 Penalty: 5976.485352
	Iteration 3Q: 3 clusters Score -2.213854e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -22140110.000000 Penalty: 5976.485352
	Iteration 4Q: 3 clusters Score -2.214011e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -22142248.000000 Penalty: 5976.485352
	Iteration 5Q: 3 clusters Score -2.214225e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -22146036.000000 Penalty: 5976.485352
	Iteration 6Q: 3 clusters Score -2.214604e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -22151934.000000 Penalty: 5976.485352
	Iteration 7F: 3 clusters Score -2.215193e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -22160354.000000 Penalty: 5976.485352
	Iteration 8F: 3 clusters Score -2.216035e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -22169340.000000 Penalty: 5976.485352
	Iteration 9F: 3 clusters Score -2.216934e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -22177654.000000 Penalty: 5976.485352
	Iteration 10F: 3 clusters Score -2.217765e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -22183920.000000 Penalty: 5976.485352
	Iteration 11Q: 3 clusters Score -2.218392e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149213 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -22187938.000000 Penalty: 5976.485352
	Iteration 12Q: 3 clusters Score -2.218794e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -22190480.000000 Penalty: 5976.485352
	Iteration 13Q: 3 clusters Score -2.219048e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -22192114.000000 Penalty: 5976.485352
	Iteration 14Q: 3 clusters Score -2.219211e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -22193414.000000 Penalty: 5976.485352
	Iteration 15Q: 3 clusters Score -2.219341e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -22194582.000000 Penalty: 5976.485352
	Iteration 16Q: 3 clusters Score -2.219458e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160053 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -22195644.000000 Penalty: 5976.485352
	Iteration 17Q: 3 clusters Score -2.219564e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -22196428.000000 Penalty: 5976.485352
	Iteration 18Q: 3 clusters Score -2.219643e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -22196864.000000 Penalty: 5976.485352
	Iteration 19Q: 3 clusters Score -2.219686e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162933 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -22197324.000000 Penalty: 5976.485352
	Iteration 20F: 3 clusters Score -2.219732e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -22197712.000000 Penalty: 5976.485352
	Iteration 21Q: 3 clusters Score -2.219771e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -22197990.000000 Penalty: 5976.485352
	Iteration 22Q: 3 clusters Score -2.219799e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -22198164.000000 Penalty: 5976.485352
	Iteration 23Q: 3 clusters Score -2.219816e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -22198384.000000 Penalty: 5976.485352
	Iteration 24Q: 3 clusters Score -2.219838e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -22198508.000000 Penalty: 5976.485352
	Iteration 25Q: 3 clusters Score -2.219851e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -22198634.000000 Penalty: 5976.485352
	Iteration 26Q: 3 clusters Score -2.219863e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -22198720.000000 Penalty: 5976.485352
	Iteration 27Q: 3 clusters Score -2.219872e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -22198780.000000 Penalty: 5976.485352
	Iteration 28Q: 3 clusters Score -2.219878e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -22198872.000000 Penalty: 5976.485352
	Iteration 29Q: 3 clusters Score -2.219887e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -22198912.000000 Penalty: 5976.485352
	Iteration 30Q: 3 clusters Score -2.219891e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22198946.000000 Penalty: 5976.485352
	Iteration 31Q: 3 clusters Score -2.219895e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166935 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -22198988.000000 Penalty: 5976.485352
	Iteration 32Q: 3 clusters Score -2.219899e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -22199016.000000 Penalty: 5976.485352
	Iteration 33Q: 3 clusters Score -2.219902e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -22199038.000000 Penalty: 5976.485352
	Iteration 34Q: 3 clusters Score -2.219904e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22199028.000000 Penalty: 5976.485352
	Iteration 35Q: 3 clusters Score -2.219903e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -22199088.000000 Penalty: 5976.485352
	Iteration 36Q: 3 clusters Score -2.219909e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -22199116.000000 Penalty: 5976.485352
	Iteration 37Q: 3 clusters Score -2.219912e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -22199110.000000 Penalty: 5976.485352
	Iteration 38Q: 3 clusters Score -2.219911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -22199088.000000 Penalty: 5976.485352
	Iteration 39Q: 3 clusters Score -2.219909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -22199122.000000 Penalty: 5976.485352
	Iteration 40F: 3 clusters Score -2.219912e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22199134.000000 Penalty: 5976.485352
	Iteration 41Q: 3 clusters Score -2.219913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22199158.000000 Penalty: 5976.485352
	Iteration 42Q: 3 clusters Score -2.219916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22199172.000000 Penalty: 5976.485352
	Iteration 43Q: 3 clusters Score -2.219917e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22199210.000000 Penalty: 5976.485352
	Iteration 44Q: 3 clusters Score -2.219921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167842 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -22199214.000000 Penalty: 5976.485352
	Iteration 45Q: 3 clusters Score -2.219921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22199220.000000 Penalty: 5976.485352
	Iteration 46Q: 3 clusters Score -2.219922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167952 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -22199224.000000 Penalty: 5976.485352
	Iteration 47Q: 3 clusters Score -2.219922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22199218.000000 Penalty: 5976.485352
	Iteration 48Q: 3 clusters Score -2.219922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -22199250.000000 Penalty: 5976.485352
	Iteration 49Q: 3 clusters Score -2.219925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -22199256.000000 Penalty: 5976.485352
	Iteration 50Q: 3 clusters Score -2.219926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168096 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -22199254.000000 Penalty: 5976.485352
	Iteration 51Q: 3 clusters Score -2.219925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -22199242.000000 Penalty: 5976.485352
	Iteration 52Q: 3 clusters Score -2.219924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -22199252.000000 Penalty: 5976.485352
	Iteration 53Q: 3 clusters Score -2.219925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -22199272.000000 Penalty: 5976.485352
	Iteration 54Q: 3 clusters Score -2.219927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22199274.000000 Penalty: 5976.485352
	Iteration 55Q: 3 clusters Score -2.219927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22199276.000000 Penalty: 5976.485352
	Iteration 56Q: 3 clusters Score -2.219928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22199298.000000 Penalty: 5976.485352
	Iteration 57Q: 3 clusters Score -2.21993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22199296.000000 Penalty: 5976.485352
	Iteration 58Q: 3 clusters Score -2.21993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -22199288.000000 Penalty: 5976.485352
	Iteration 59Q: 3 clusters Score -2.219929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22199300.000000 Penalty: 5976.485352
	Iteration 60F: 3 clusters Score -2.21993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22199312.000000 Penalty: 5976.485352
	Iteration 61Q: 3 clusters Score -2.219931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22199326.000000 Penalty: 5976.485352
	Iteration 62Q: 3 clusters Score -2.219933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22199322.000000 Penalty: 5976.485352
	Iteration 63Q: 3 clusters Score -2.219932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22199336.000000 Penalty: 5976.485352
	Iteration 64Q: 3 clusters Score -2.219934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22199358.000000 Penalty: 5976.485352
	Iteration 65Q: 3 clusters Score -2.219936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22199368.000000 Penalty: 5976.485352
	Iteration 66Q: 3 clusters Score -2.219937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168342 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 67Q: 3 clusters Score -2.219937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 68Q: 3 clusters Score -2.219937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168355 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22199364.000000 Penalty: 5976.485352
	Iteration 69Q: 3 clusters Score -2.219936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 70Q: 3 clusters Score -2.219937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22199360.000000 Penalty: 5976.485352
	Iteration 71Q: 3 clusters Score -2.219936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22199368.000000 Penalty: 5976.485352
	Iteration 72Q: 3 clusters Score -2.219937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 73Q: 3 clusters Score -2.219937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22199376.000000 Penalty: 5976.485352
	Iteration 74Q: 3 clusters Score -2.219938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22199372.000000 Penalty: 5976.485352
	Iteration 75Q: 3 clusters Score -2.219937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22199364.000000 Penalty: 5976.485352
	Iteration 76Q: 3 clusters Score -2.219936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 77Q: 3 clusters Score -2.219937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5976.485352
	Iteration 78Q: 3 clusters Score -2.219937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -22199372.000000 Penalty: 5976.485352
	Iteration 79Q: 3 clusters Score -2.219937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -22199376.000000 Penalty: 5976.485352
	Iteration 80F: 3 clusters Score -2.219938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Entering Unmasked Estep 
Score: -1543567.875000 Penalty: 2334.736572
	Iteration 0F: 2 clusters Score -1543568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1534442.875000 Penalty: 4669.473145
	Iteration 0F: 3 clusters Score -1534443 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1537257.500000 Penalty: 4669.473145
	Iteration 1F: 3 clusters Score -1537258 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1537638.750000 Penalty: 4669.473145
	Iteration 2F: 3 clusters Score -1537639 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1537960.375000 Penalty: 4669.473145
	Iteration 3F: 3 clusters Score -1537960 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1538229.000000 Penalty: 4669.473145
	Iteration 4Q: 3 clusters Score -1538229 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1538466.125000 Penalty: 4669.473145
	Iteration 5Q: 3 clusters Score -1538466 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1538707.625000 Penalty: 4669.473145
	Iteration 6Q: 3 clusters Score -1538708 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1538960.125000 Penalty: 4669.473145
	Iteration 7Q: 3 clusters Score -1538960 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1539231.375000 Penalty: 4669.473145
	Iteration 8Q: 3 clusters Score -1539231 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1539529.375000 Penalty: 4669.473145
	Iteration 9Q: 3 clusters Score -1539529 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1539856.250000 Penalty: 4669.473145
	Iteration 10Q: 3 clusters Score -1539856 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1540242.500000 Penalty: 4669.473145
	Iteration 11Q: 3 clusters Score -1540242 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1540650.750000 Penalty: 4669.473145
	Iteration 12Q: 3 clusters Score -1540651 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1541025.750000 Penalty: 4669.473145
	Iteration 13Q: 3 clusters Score -1541026 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1541300.125000 Penalty: 4669.473145
	Iteration 14Q: 3 clusters Score -1541300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1541435.375000 Penalty: 4669.473145
	Iteration 15Q: 3 clusters Score -1541435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1541528.875000 Penalty: 4669.473145
	Iteration 16Q: 3 clusters Score -1541529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1541589.250000 Penalty: 4669.473145
	Iteration 17Q: 3 clusters Score -1541589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1541637.125000 Penalty: 4669.473145
	Iteration 18Q: 3 clusters Score -1541637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1541669.125000 Penalty: 4669.473145
	Iteration 19Q: 3 clusters Score -1541669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1541689.375000 Penalty: 4669.473145
	Iteration 20F: 3 clusters Score -1541689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1541708.500000 Penalty: 4669.473145
	Iteration 21Q: 3 clusters Score -1541708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1541717.375000 Penalty: 4669.473145
	Iteration 22Q: 3 clusters Score -1541717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1541731.625000 Penalty: 4669.473145
	Iteration 23Q: 3 clusters Score -1541732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1541732.750000 Penalty: 4669.473145
	Iteration 24Q: 3 clusters Score -1541733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1541737.250000 Penalty: 4669.473145
	Iteration 25Q: 3 clusters Score -1541737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1541737.500000 Penalty: 4669.473145
	Iteration 26Q: 3 clusters Score -1541738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1541740.125000 Penalty: 4669.473145
	Iteration 27Q: 3 clusters Score -1541740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1541744.250000 Penalty: 4669.473145
	Iteration 28Q: 3 clusters Score -1541744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1541750.375000 Penalty: 4669.473145
	Iteration 29Q: 3 clusters Score -1541750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1541749.125000 Penalty: 4669.473145
	Iteration 30Q: 3 clusters Score -1541749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1541748.000000 Penalty: 4669.473145
	Iteration 31Q: 3 clusters Score -1541748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1541748.000000 Penalty: 4669.473145
	Iteration 32F: 3 clusters Score -1541748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Entering Unmasked Estep 
Score: -22084738.000000 Penalty: 2987.562988
	Iteration 0F: 2 clusters Score -2.208474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -21973346.000000 Penalty: 5975.125977
	Iteration 0F: 3 clusters Score -2.197335e+07 nChanged 81566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -22021076.000000 Penalty: 5975.125977
	Iteration 1F: 3 clusters Score -2.202108e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -22022442.000000 Penalty: 5975.125977
	Iteration 2Q: 3 clusters Score -2.202244e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -22024570.000000 Penalty: 5975.125977
	Iteration 3Q: 3 clusters Score -2.202457e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -22027750.000000 Penalty: 5975.125977
	Iteration 4Q: 3 clusters Score -2.202775e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -22032240.000000 Penalty: 5975.125977
	Iteration 5Q: 3 clusters Score -2.203224e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -22038214.000000 Penalty: 5975.125977
	Iteration 6F: 3 clusters Score -2.203821e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -22045336.000000 Penalty: 5975.125977
	Iteration 7F: 3 clusters Score -2.204534e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118227 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -22052348.000000 Penalty: 5975.125977
	Iteration 8F: 3 clusters Score -2.205235e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -22058828.000000 Penalty: 5975.125977
	Iteration 9F: 3 clusters Score -2.205883e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -22063550.000000 Penalty: 5975.125977
	Iteration 10Q: 3 clusters Score -2.206355e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -22066810.000000 Penalty: 5975.125977
	Iteration 11Q: 3 clusters Score -2.206681e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133861 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -22068612.000000 Penalty: 5975.125977
	Iteration 12Q: 3 clusters Score -2.206861e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -22070042.000000 Penalty: 5975.125977
	Iteration 13Q: 3 clusters Score -2.207004e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -22071290.000000 Penalty: 5975.125977
	Iteration 14Q: 3 clusters Score -2.207129e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -22072260.000000 Penalty: 5975.125977
	Iteration 15Q: 3 clusters Score -2.207226e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -22073298.000000 Penalty: 5975.125977
	Iteration 16Q: 3 clusters Score -2.20733e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -22074378.000000 Penalty: 5975.125977
	Iteration 17Q: 3 clusters Score -2.207438e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -22075346.000000 Penalty: 5975.125977
	Iteration 18Q: 3 clusters Score -2.207535e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -22076202.000000 Penalty: 5975.125977
	Iteration 19Q: 3 clusters Score -2.20762e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -22077060.000000 Penalty: 5975.125977
	Iteration 20F: 3 clusters Score -2.207706e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -22077766.000000 Penalty: 5975.125977
	Iteration 21Q: 3 clusters Score -2.207777e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -22078458.000000 Penalty: 5975.125977
	Iteration 22Q: 3 clusters Score -2.207846e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -22079038.000000 Penalty: 5975.125977
	Iteration 23Q: 3 clusters Score -2.207904e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -22079562.000000 Penalty: 5975.125977
	Iteration 24Q: 3 clusters Score -2.207956e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162125 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -22080048.000000 Penalty: 5975.125977
	Iteration 25Q: 3 clusters Score -2.208005e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -22080350.000000 Penalty: 5975.125977
	Iteration 26Q: 3 clusters Score -2.208035e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -22080602.000000 Penalty: 5975.125977
	Iteration 27Q: 3 clusters Score -2.20806e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -22080824.000000 Penalty: 5975.125977
	Iteration 28Q: 3 clusters Score -2.208082e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -22080968.000000 Penalty: 5975.125977
	Iteration 29Q: 3 clusters Score -2.208097e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -22081150.000000 Penalty: 5975.125977
	Iteration 30Q: 3 clusters Score -2.208115e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166082 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -22081326.000000 Penalty: 5975.125977
	Iteration 31Q: 3 clusters Score -2.208133e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -22081416.000000 Penalty: 5975.125977
	Iteration 32Q: 3 clusters Score -2.208142e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166748 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -22081564.000000 Penalty: 5975.125977
	Iteration 33Q: 3 clusters Score -2.208156e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167009 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -22081650.000000 Penalty: 5975.125977
	Iteration 34Q: 3 clusters Score -2.208165e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -22081752.000000 Penalty: 5975.125977
	Iteration 35Q: 3 clusters Score -2.208175e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -22081802.000000 Penalty: 5975.125977
	Iteration 36Q: 3 clusters Score -2.20818e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22081922.000000 Penalty: 5975.125977
	Iteration 37Q: 3 clusters Score -2.208192e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22081974.000000 Penalty: 5975.125977
	Iteration 38Q: 3 clusters Score -2.208197e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22082030.000000 Penalty: 5975.125977
	Iteration 39Q: 3 clusters Score -2.208203e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -22082078.000000 Penalty: 5975.125977
	Iteration 40F: 3 clusters Score -2.208208e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -22082126.000000 Penalty: 5975.125977
	Iteration 41Q: 3 clusters Score -2.208213e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -22082146.000000 Penalty: 5975.125977
	Iteration 42Q: 3 clusters Score -2.208215e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22082170.000000 Penalty: 5975.125977
	Iteration 43Q: 3 clusters Score -2.208217e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22082176.000000 Penalty: 5975.125977
	Iteration 44Q: 3 clusters Score -2.208218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22082158.000000 Penalty: 5975.125977
	Iteration 45Q: 3 clusters Score -2.208216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -22082208.000000 Penalty: 5975.125977
	Iteration 46Q: 3 clusters Score -2.208221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -22082248.000000 Penalty: 5975.125977
	Iteration 47Q: 3 clusters Score -2.208225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22082226.000000 Penalty: 5975.125977
	Iteration 48Q: 3 clusters Score -2.208223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22082242.000000 Penalty: 5975.125977
	Iteration 49Q: 3 clusters Score -2.208224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22082256.000000 Penalty: 5975.125977
	Iteration 50Q: 3 clusters Score -2.208226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22082294.000000 Penalty: 5975.125977
	Iteration 51Q: 3 clusters Score -2.208229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -22082278.000000 Penalty: 5975.125977
	Iteration 52Q: 3 clusters Score -2.208228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22082292.000000 Penalty: 5975.125977
	Iteration 53Q: 3 clusters Score -2.208229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22082274.000000 Penalty: 5975.125977
	Iteration 54Q: 3 clusters Score -2.208227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168441 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22082268.000000 Penalty: 5975.125977
	Iteration 55Q: 3 clusters Score -2.208227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168453 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22082284.000000 Penalty: 5975.125977
	Iteration 56Q: 3 clusters Score -2.208228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22082272.000000 Penalty: 5975.125977
	Iteration 57Q: 3 clusters Score -2.208227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22082282.000000 Penalty: 5975.125977
	Iteration 58Q: 3 clusters Score -2.208228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -22082286.000000 Penalty: 5975.125977
	Iteration 59Q: 3 clusters Score -2.208229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22082270.000000 Penalty: 5975.125977
	Iteration 60F: 3 clusters Score -2.208227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22082266.000000 Penalty: 5975.125977
	Iteration 61Q: 3 clusters Score -2.208227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -22082270.000000 Penalty: 5975.125977
	Iteration 62Q: 3 clusters Score -2.208227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22082254.000000 Penalty: 5975.125977
	Iteration 63Q: 3 clusters Score -2.208225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22082254.000000 Penalty: 5975.125977
	Iteration 64Q: 3 clusters Score -2.208225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168519 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22082250.000000 Penalty: 5975.125977
	Iteration 65Q: 3 clusters Score -2.208225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168519 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22082250.000000 Penalty: 5975.125977
	Iteration 66F: 3 clusters Score -2.208225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 171049 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 10 contains 212416 members 
Mstep: Class 11 contains 64403 members 
Mstep: Class 12 contains 1063 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 170523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138516640.000000 Penalty: 68962.648438
Iteration 39Q: 21 clusters Score -1.385166e+08 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199081 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 170190 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 211124 members 
Mstep: Class 11 contains 64361 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 54759 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 10886 members 
Mstep: Class 17 contains 176699 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 19 contains 169302 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3349.348633 but Gain 3448.136719
Score: -138519856.000000 Penalty: 65514.511719
Iteration 40F: 20 clusters Score -1.385199e+08 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199867 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 169210 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 208602 members 
Mstep: Class 11 contains 64319 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 55626 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 16 contains 10826 members 
Mstep: Class 17 contains 183140 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 167181 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525136.000000 Penalty: 65514.511719
Iteration 41Q: 20 clusters Score -1.385251e+08 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199730 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 168227 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 206425 members 
Mstep: Class 11 contains 64309 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 56201 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 16 contains 10648 members 
Mstep: Class 17 contains 188533 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 164640 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138526896.000000 Penalty: 65514.511719
Iteration 42Q: 20 clusters Score -1.385269e+08 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199516 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 167395 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 204778 members 
Mstep: Class 11 contains 64307 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 56632 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 16 contains 10450 members 
Mstep: Class 17 contains 193403 members 
Mstep: Class 18 contains 12024 members 
Mstep: Class 19 contains 162183 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528448.000000 Penalty: 65514.511719
Iteration 43Q: 20 clusters Score -1.385284e+08 nChanged 14228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199522 members 
Mstep: Class 4 contains 7755 members 
Mstep: Class 5 contains 166678 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 203432 members 
Mstep: Class 11 contains 64296 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 56971 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 197552 members 
Mstep: Class 18 contains 11936 members 
Mstep: Class 19 contains 159971 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138529696.000000 Penalty: 65514.511719
Iteration 44Q: 20 clusters Score -1.385297e+08 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199717 members 
Mstep: Class 4 contains 7775 members 
Mstep: Class 5 contains 166087 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 308 members 
Mstep: Class 10 contains 202635 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 57244 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 200905 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 157769 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 20 clusters Score -1.38531e+08 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199682 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 165576 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 310 members 
Mstep: Class 10 contains 201863 members 
Mstep: Class 11 contains 64278 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 57514 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 204042 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 155880 members 
Mstep: Class 20 contains 527 members 
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Iteration 46Q: 20 clusters Score -1.385318e+08 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 199303 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 165149 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 313 members 
Mstep: Class 10 contains 200959 members 
Mstep: Class 11 contains 64248 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 57783 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 207224 members 
Mstep: Class 18 contains 11742 members 
Mstep: Class 19 contains 154308 members 
Mstep: Class 20 contains 527 members 
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Iteration 47Q: 20 clusters Score -1.385319e+08 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 199159 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 164949 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 200298 members 
Mstep: Class 11 contains 64204 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58003 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 16 contains 9244 members 
Mstep: Class 17 contains 209151 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 153317 members 
Mstep: Class 20 contains 527 members 
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Iteration 48Q: 20 clusters Score -1.385314e+08 nChanged 16566
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 199326 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 164878 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 200114 members 
Mstep: Class 11 contains 64185 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58195 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 16 contains 9035 members 
Mstep: Class 17 contains 209481 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 19 contains 153001 members 
Mstep: Class 20 contains 527 members 
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Iteration 49Q: 20 clusters Score -1.385315e+08 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200075 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 164996 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 2728 members 
Mstep: Class 9 contains 319 members 
Mstep: Class 10 contains 200249 members 
Mstep: Class 11 contains 64177 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58357 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 208129 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 153336 members 
Mstep: Class 20 contains 527 members 
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Iteration 50Q: 20 clusters Score -1.385325e+08 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201370 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 165168 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 319 members 
Mstep: Class 10 contains 200497 members 
Mstep: Class 11 contains 64176 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58470 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 205614 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 154158 members 
Mstep: Class 20 contains 527 members 
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Iteration 51Q: 20 clusters Score -1.385327e+08 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 203018 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 165364 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 200835 members 
Mstep: Class 11 contains 64188 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58565 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 202403 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 155228 members 
Mstep: Class 20 contains 527 members 
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Iteration 52Q: 20 clusters Score -1.385329e+08 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 204663 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 165523 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 201248 members 
Mstep: Class 11 contains 64207 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58640 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 199109 members 
Mstep: Class 18 contains 11479 members 
Mstep: Class 19 contains 156402 members 
Mstep: Class 20 contains 527 members 
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Iteration 53Q: 20 clusters Score -1.385328e+08 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 206257 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 165775 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 201717 members 
Mstep: Class 11 contains 64196 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58674 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 195653 members 
Mstep: Class 18 contains 11446 members 
Mstep: Class 19 contains 157723 members 
Mstep: Class 20 contains 527 members 
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Iteration 54Q: 20 clusters Score -1.385323e+08 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 207311 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 166070 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 202122 members 
Mstep: Class 11 contains 64184 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58723 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 192431 members 
Mstep: Class 18 contains 11416 members 
Mstep: Class 19 contains 159313 members 
Mstep: Class 20 contains 527 members 
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Iteration 55Q: 20 clusters Score -1.385319e+08 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 207893 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 166341 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 202415 members 
Mstep: Class 11 contains 64184 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58754 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 189509 members 
Mstep: Class 18 contains 11413 members 
Mstep: Class 19 contains 161127 members 
Mstep: Class 20 contains 527 members 
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Iteration 56Q: 20 clusters Score -1.385323e+08 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 207938 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 166589 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 202675 members 
Mstep: Class 11 contains 64198 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58778 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 187062 members 
Mstep: Class 18 contains 11395 members 
Mstep: Class 19 contains 163095 members 
Mstep: Class 20 contains 527 members 
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Iteration 57Q: 20 clusters Score -1.385322e+08 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 207599 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 166780 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 202849 members 
Mstep: Class 11 contains 64222 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58831 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 184977 members 
Mstep: Class 18 contains 11376 members 
Mstep: Class 19 contains 165191 members 
Mstep: Class 20 contains 527 members 
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Iteration 58Q: 20 clusters Score -1.385329e+08 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 207136 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 166922 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 203034 members 
Mstep: Class 11 contains 64246 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58843 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 183055 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 167307 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.385336e+08 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 206457 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 167045 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 203184 members 
Mstep: Class 11 contains 64270 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58852 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 181298 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 169521 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.385346e+08 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 205661 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 167126 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 319 members 
Mstep: Class 10 contains 203268 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58856 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 180043 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 171468 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.385354e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 204932 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 167198 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 203262 members 
Mstep: Class 11 contains 64312 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58866 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 16 contains 6796 members 
Mstep: Class 17 contains 179062 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 173156 members 
Mstep: Class 20 contains 527 members 
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Iteration 62Q: 20 clusters Score -1.385363e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 204218 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 167238 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 203210 members 
Mstep: Class 11 contains 64330 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58871 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 174772 members 
Mstep: Class 20 contains 527 members 
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Iteration 63Q: 20 clusters Score -1.385372e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 203668 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 167239 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 327 members 
Mstep: Class 10 contains 203253 members 
Mstep: Class 11 contains 64350 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58865 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 177351 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 176210 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.385379e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 203163 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 167215 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 203285 members 
Mstep: Class 11 contains 64379 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58869 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 176674 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 177426 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.385384e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 202714 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 167191 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203228 members 
Mstep: Class 11 contains 64387 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58868 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 176185 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 178463 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.385389e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 202317 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 167208 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203238 members 
Mstep: Class 11 contains 64390 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58898 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 175786 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 179250 members 
Mstep: Class 20 contains 527 members 
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Iteration 67Q: 20 clusters Score -1.385391e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201983 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 167252 members 
Mstep: Class 6 contains 4205 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3156 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203227 members 
Mstep: Class 11 contains 64384 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58936 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 175526 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 179817 members 
Mstep: Class 20 contains 527 members 
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Iteration 68Q: 20 clusters Score -1.385392e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201686 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 167292 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3163 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203223 members 
Mstep: Class 11 contains 64379 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58968 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6292 members 
Mstep: Class 17 contains 175483 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 180117 members 
Mstep: Class 20 contains 527 members 
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Iteration 69Q: 20 clusters Score -1.38539e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201425 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167339 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 3165 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203204 members 
Mstep: Class 11 contains 64392 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 58991 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 175600 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 180204 members 
Mstep: Class 20 contains 527 members 
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Iteration 70Q: 20 clusters Score -1.385392e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201224 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 3169 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203162 members 
Mstep: Class 11 contains 64394 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59020 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 175832 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 180137 members 
Mstep: Class 20 contains 527 members 
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Iteration 71Q: 20 clusters Score -1.385391e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 201071 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167485 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 203043 members 
Mstep: Class 11 contains 64394 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59064 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 16 contains 6190 members 
Mstep: Class 17 contains 176187 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 179949 members 
Mstep: Class 20 contains 527 members 
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Iteration 72Q: 20 clusters Score -1.385395e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200950 members 
Mstep: Class 4 contains 7859 members 
Mstep: Class 5 contains 167540 members 
Mstep: Class 6 contains 4266 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202964 members 
Mstep: Class 11 contains 64400 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59105 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 17 contains 176534 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 179722 members 
Mstep: Class 20 contains 527 members 
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Iteration 73Q: 20 clusters Score -1.385396e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200884 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 167568 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202887 members 
Mstep: Class 11 contains 64394 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59147 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 176931 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 179435 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539312.000000 Penalty: 65514.511719
Iteration 74Q: 20 clusters Score -1.385393e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200871 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 167581 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202857 members 
Mstep: Class 11 contains 64396 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59184 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 177411 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 178967 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539360.000000 Penalty: 65514.511719
Iteration 75Q: 20 clusters Score -1.385394e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200835 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 167595 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202851 members 
Mstep: Class 11 contains 64392 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59230 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 177860 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 178532 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 65514.511719
Iteration 76Q: 20 clusters Score -1.385397e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200794 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 5 contains 167588 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202890 members 
Mstep: Class 11 contains 64386 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59268 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 178260 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 178108 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540144.000000 Penalty: 65514.511719
Iteration 77Q: 20 clusters Score -1.385401e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 200791 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 5 contains 167604 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 3191 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202907 members 
Mstep: Class 11 contains 64373 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59285 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 16 contains 6087 members 
Mstep: Class 17 contains 178659 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 177664 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540240.000000 Penalty: 65514.511719
Iteration 78Q: 20 clusters Score -1.385402e+08 nChanged 2187
Entering ConstructFrom: 
Score: -138540240.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -23079.785156 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -23079.79 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 102 members 
Entering Unmasked Estep 
Score: -22005.712891 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -22005.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22091.939453 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -22091.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22148.962891 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -22148.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22352.640625 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -22352.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22437.970703 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -22437.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22443.525391 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -22443.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22452.300781 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -22452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22463.193359 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -22463.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22463.193359 Penalty: 2699.439209
	Iteration 8F: 3 clusters Score -22463.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -150859.171875 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -150859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148708.796875 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -148708.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149290.390625 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -149290.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -149660.046875 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -149660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150102.437500 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -150102.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150465.906250 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -150465.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -151132.187500 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -151132.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -151668.687500 Penalty: 3580.215820
	Iteration 6F: 3 clusters Score -151668.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151958.375000 Penalty: 3580.215820
	Iteration 7F: 3 clusters Score -151958.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152239.546875 Penalty: 3580.215820
	Iteration 8F: 3 clusters Score -152239.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152480.406250 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -152480.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152853.406250 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -152853.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152939.265625 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -152939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152959.031250 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -152959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152998.609375 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -152998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -153112.109375 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -153112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153218.156250 Penalty: 3580.215820
	Iteration 15Q: 3 clusters Score -153218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -153351.906250 Penalty: 3580.215820
	Iteration 16Q: 3 clusters Score -153351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153383.812500 Penalty: 3580.215820
	Iteration 17Q: 3 clusters Score -153383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153383.812500 Penalty: 3580.215820
	Iteration 18F: 3 clusters Score -153383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200705 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167645 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64371 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59313 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 179000 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 177289 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
Score: -138541184.000000 Penalty: 68962.648438
Splitting cluster 2 changes total score from -138540240.000000 to -138541184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (200705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200705 members 
Entering Unmasked Estep 
Score: -25904144.000000 Penalty: 3027.978760
	Iteration 0F: 2 clusters Score -2.590414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -25774786.000000 Penalty: 6055.957520
	Iteration 0F: 3 clusters Score -2.577479e+07 nChanged 96385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -25832370.000000 Penalty: 6055.957520
	Iteration 1F: 3 clusters Score -2.583237e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -25835210.000000 Penalty: 6055.957520
	Iteration 2Q: 3 clusters Score -2.583521e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -25840176.000000 Penalty: 6055.957520
	Iteration 3F: 3 clusters Score -2.584018e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -25848736.000000 Penalty: 6055.957520
	Iteration 4F: 3 clusters Score -2.584874e+07 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -25862168.000000 Penalty: 6055.957520
	Iteration 5F: 3 clusters Score -2.586217e+07 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -25877270.000000 Penalty: 6055.957520
	Iteration 6F: 3 clusters Score -2.587727e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -25889004.000000 Penalty: 6055.957520
	Iteration 7F: 3 clusters Score -2.5889e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -25895428.000000 Penalty: 6055.957520
	Iteration 8Q: 3 clusters Score -2.589543e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193536 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -25898496.000000 Penalty: 6055.957520
	Iteration 9Q: 3 clusters Score -2.58985e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196093 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -25899868.000000 Penalty: 6055.957520
	Iteration 10Q: 3 clusters Score -2.589987e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197588 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -25900702.000000 Penalty: 6055.957520
	Iteration 11Q: 3 clusters Score -2.59007e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25901174.000000 Penalty: 6055.957520
	Iteration 12Q: 3 clusters Score -2.590117e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199069 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25901434.000000 Penalty: 6055.957520
	Iteration 13Q: 3 clusters Score -2.590143e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199429 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25901596.000000 Penalty: 6055.957520
	Iteration 14Q: 3 clusters Score -2.59016e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25901626.000000 Penalty: 6055.957520
	Iteration 15Q: 3 clusters Score -2.590163e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199784 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25901726.000000 Penalty: 6055.957520
	Iteration 16Q: 3 clusters Score -2.590173e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25901758.000000 Penalty: 6055.957520
	Iteration 17Q: 3 clusters Score -2.590176e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25901782.000000 Penalty: 6055.957520
	Iteration 18Q: 3 clusters Score -2.590178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -25901794.000000 Penalty: 6055.957520
	Iteration 19Q: 3 clusters Score -2.590179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200024 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25901804.000000 Penalty: 6055.957520
	Iteration 20F: 3 clusters Score -2.59018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200050 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -25901812.000000 Penalty: 6055.957520
	Iteration 21Q: 3 clusters Score -2.590181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200062 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -25901794.000000 Penalty: 6055.957520
	Iteration 22Q: 3 clusters Score -2.590179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200077 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25901804.000000 Penalty: 6055.957520
	Iteration 23Q: 3 clusters Score -2.59018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200092 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -25901822.000000 Penalty: 6055.957520
	Iteration 24Q: 3 clusters Score -2.590182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200104 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -25901822.000000 Penalty: 6055.957520
	Iteration 25Q: 3 clusters Score -2.590182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25901848.000000 Penalty: 6055.957520
	Iteration 26Q: 3 clusters Score -2.590185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200116 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -25901854.000000 Penalty: 6055.957520
	Iteration 27Q: 3 clusters Score -2.590185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200122 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -25901836.000000 Penalty: 6055.957520
	Iteration 28Q: 3 clusters Score -2.590184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -25901828.000000 Penalty: 6055.957520
	Iteration 29Q: 3 clusters Score -2.590183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -25901830.000000 Penalty: 6055.957520
	Iteration 30Q: 3 clusters Score -2.590183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200133 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -25901808.000000 Penalty: 6055.957520
	Iteration 31Q: 3 clusters Score -2.590181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -25901806.000000 Penalty: 6055.957520
	Iteration 32Q: 3 clusters Score -2.590181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200136 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -25901804.000000 Penalty: 6055.957520
	Iteration 33Q: 3 clusters Score -2.59018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200141 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -25901824.000000 Penalty: 6055.957520
	Iteration 34Q: 3 clusters Score -2.590182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -25901818.000000 Penalty: 6055.957520
	Iteration 35Q: 3 clusters Score -2.590182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200151 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25901824.000000 Penalty: 6055.957520
	Iteration 36Q: 3 clusters Score -2.590182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200153 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -25901824.000000 Penalty: 6055.957520
	Iteration 37Q: 3 clusters Score -2.590182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -25901834.000000 Penalty: 6055.957520
	Iteration 38Q: 3 clusters Score -2.590183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200155 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -25901824.000000 Penalty: 6055.957520
	Iteration 39Q: 3 clusters Score -2.590182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25901826.000000 Penalty: 6055.957520
	Iteration 40F: 3 clusters Score -2.590183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -961595.500000 Penalty: 2224.572510
	Iteration 0F: 2 clusters Score -961595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -955245.500000 Penalty: 4449.145020
	Iteration 0F: 3 clusters Score -955245.5 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -957091.812500 Penalty: 4449.145020
	Iteration 1F: 3 clusters Score -957091.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -957418.000000 Penalty: 4449.145020
	Iteration 2F: 3 clusters Score -957418 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -957677.125000 Penalty: 4449.145020
	Iteration 3F: 3 clusters Score -957677.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -957912.812500 Penalty: 4449.145020
	Iteration 4Q: 3 clusters Score -957912.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -958123.187500 Penalty: 4449.145020
	Iteration 5Q: 3 clusters Score -958123.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -958294.687500 Penalty: 4449.145020
	Iteration 6Q: 3 clusters Score -958294.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -958473.500000 Penalty: 4449.145020
	Iteration 7Q: 3 clusters Score -958473.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -958642.687500 Penalty: 4449.145020
	Iteration 8Q: 3 clusters Score -958642.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -958792.500000 Penalty: 4449.145020
	Iteration 9Q: 3 clusters Score -958792.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -958933.125000 Penalty: 4449.145020
	Iteration 10Q: 3 clusters Score -958933.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -959083.187500 Penalty: 4449.145020
	Iteration 11Q: 3 clusters Score -959083.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -959247.937500 Penalty: 4449.145020
	Iteration 12Q: 3 clusters Score -959247.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -959404.750000 Penalty: 4449.145020
	Iteration 13Q: 3 clusters Score -959404.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -959600.875000 Penalty: 4449.145020
	Iteration 14Q: 3 clusters Score -959600.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -959799.312500 Penalty: 4449.145020
	Iteration 15Q: 3 clusters Score -959799.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -959928.812500 Penalty: 4449.145020
	Iteration 16Q: 3 clusters Score -959928.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -960020.375000 Penalty: 4449.145020
	Iteration 17Q: 3 clusters Score -960020.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -960074.437500 Penalty: 4449.145020
	Iteration 18Q: 3 clusters Score -960074.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -960116.687500 Penalty: 4449.145020
	Iteration 19Q: 3 clusters Score -960116.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -960144.500000 Penalty: 4449.145020
	Iteration 20F: 3 clusters Score -960144.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -960162.750000 Penalty: 4449.145020
	Iteration 21Q: 3 clusters Score -960162.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -960174.312500 Penalty: 4449.145020
	Iteration 22Q: 3 clusters Score -960174.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -960179.625000 Penalty: 4449.145020
	Iteration 23Q: 3 clusters Score -960179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -960185.687500 Penalty: 4449.145020
	Iteration 24Q: 3 clusters Score -960185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -960188.812500 Penalty: 4449.145020
	Iteration 25Q: 3 clusters Score -960188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -960189.625000 Penalty: 4449.145020
	Iteration 26Q: 3 clusters Score -960189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -960189.250000 Penalty: 4449.145020
	Iteration 27Q: 3 clusters Score -960189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -960192.187500 Penalty: 4449.145020
	Iteration 28Q: 3 clusters Score -960192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -960192.187500 Penalty: 4449.145020
	Iteration 29Q: 3 clusters Score -960192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -960191.937500 Penalty: 4449.145020
	Iteration 30Q: 3 clusters Score -960191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -960193.437500 Penalty: 4449.145020
	Iteration 31Q: 3 clusters Score -960193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -960193.625000 Penalty: 4449.145020
	Iteration 32Q: 3 clusters Score -960193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -960196.250000 Penalty: 4449.145020
	Iteration 33Q: 3 clusters Score -960196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -960196.250000 Penalty: 4449.145020
	Iteration 34F: 3 clusters Score -960196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (167645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Entering Unmasked Estep 
Score: -21645442.000000 Penalty: 2983.341797
	Iteration 0F: 2 clusters Score -2.164544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -21537290.000000 Penalty: 5966.683594
	Iteration 0F: 3 clusters Score -2.153729e+07 nChanged 80370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -21584588.000000 Penalty: 5966.683594
	Iteration 1F: 3 clusters Score -2.158459e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -21585602.000000 Penalty: 5966.683594
	Iteration 2Q: 3 clusters Score -2.15856e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -21587134.000000 Penalty: 5966.683594
	Iteration 3Q: 3 clusters Score -2.158713e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -21590174.000000 Penalty: 5966.683594
	Iteration 4Q: 3 clusters Score -2.159017e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -21596046.000000 Penalty: 5966.683594
	Iteration 5F: 3 clusters Score -2.159605e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -21606230.000000 Penalty: 5966.683594
	Iteration 6F: 3 clusters Score -2.160623e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 138408 members 
Entering Unmasked Estep 
Score: -21618888.000000 Penalty: 5966.683594
	Iteration 7F: 3 clusters Score -2.161889e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -21630176.000000 Penalty: 5966.683594
	Iteration 8F: 3 clusters Score -2.163018e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -21637298.000000 Penalty: 5966.683594
	Iteration 9Q: 3 clusters Score -2.16373e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -21640620.000000 Penalty: 5966.683594
	Iteration 10Q: 3 clusters Score -2.164062e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -21642006.000000 Penalty: 5966.683594
	Iteration 11Q: 3 clusters Score -2.164201e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -21642846.000000 Penalty: 5966.683594
	Iteration 12Q: 3 clusters Score -2.164285e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -21643242.000000 Penalty: 5966.683594
	Iteration 13Q: 3 clusters Score -2.164324e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -21643458.000000 Penalty: 5966.683594
	Iteration 14Q: 3 clusters Score -2.164346e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -21643610.000000 Penalty: 5966.683594
	Iteration 15Q: 3 clusters Score -2.164361e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21643698.000000 Penalty: 5966.683594
	Iteration 16Q: 3 clusters Score -2.16437e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -21643726.000000 Penalty: 5966.683594
	Iteration 17Q: 3 clusters Score -2.164373e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -21643750.000000 Penalty: 5966.683594
	Iteration 18Q: 3 clusters Score -2.164375e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -21643792.000000 Penalty: 5966.683594
	Iteration 19Q: 3 clusters Score -2.164379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -21643802.000000 Penalty: 5966.683594
	Iteration 20F: 3 clusters Score -2.16438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -21643826.000000 Penalty: 5966.683594
	Iteration 21Q: 3 clusters Score -2.164383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -21643848.000000 Penalty: 5966.683594
	Iteration 22Q: 3 clusters Score -2.164385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -21643848.000000 Penalty: 5966.683594
	Iteration 23Q: 3 clusters Score -2.164385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -21643874.000000 Penalty: 5966.683594
	Iteration 24Q: 3 clusters Score -2.164387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -21643874.000000 Penalty: 5966.683594
	Iteration 25Q: 3 clusters Score -2.164387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 165546 members 
Entering Unmasked Estep 
Score: -21643888.000000 Penalty: 5966.683594
	Iteration 26Q: 3 clusters Score -2.164389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -21643890.000000 Penalty: 5966.683594
	Iteration 27Q: 3 clusters Score -2.164389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -21643874.000000 Penalty: 5966.683594
	Iteration 28Q: 3 clusters Score -2.164387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -21643868.000000 Penalty: 5966.683594
	Iteration 29Q: 3 clusters Score -2.164387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -21643888.000000 Penalty: 5966.683594
	Iteration 30Q: 3 clusters Score -2.164389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -21643876.000000 Penalty: 5966.683594
	Iteration 31Q: 3 clusters Score -2.164388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -21643884.000000 Penalty: 5966.683594
	Iteration 32Q: 3 clusters Score -2.164388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -21643896.000000 Penalty: 5966.683594
	Iteration 33Q: 3 clusters Score -2.16439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 165517 members 
Entering Unmasked Estep 
Score: -21643884.000000 Penalty: 5966.683594
	Iteration 34Q: 3 clusters Score -2.164388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21643884.000000 Penalty: 5966.683594
	Iteration 35Q: 3 clusters Score -2.164388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -21643886.000000 Penalty: 5966.683594
	Iteration 36Q: 3 clusters Score -2.164389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21643894.000000 Penalty: 5966.683594
	Iteration 37Q: 3 clusters Score -2.164389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 165516 members 
Entering Unmasked Estep 
Score: -21643894.000000 Penalty: 5966.683594
	Iteration 38Q: 3 clusters Score -2.164389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21643894.000000 Penalty: 5966.683594
	Iteration 39Q: 3 clusters Score -2.164389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -21643898.000000 Penalty: 5966.683594
	Iteration 40F: 3 clusters Score -2.16439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -552890.187500 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -552890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -548801.875000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -548801.9 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -549787.125000 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -549787.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -550011.687500 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -550011.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -550178.250000 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -550178.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -550272.000000 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -550272 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -550355.375000 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -550355.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -550419.687500 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -550419.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -550486.250000 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -550486.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -550540.312500 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -550540.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -550593.875000 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -550593.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -550646.375000 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -550646.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -550701.812500 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -550701.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -550770.250000 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -550770.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -550853.937500 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -550853.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -550921.000000 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -550921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -550990.125000 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -550990.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -551039.062500 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -551039.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -551088.500000 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -551088.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -551137.875000 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -551137.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -551176.687500 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -551176.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -551214.125000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -551214.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -551250.187500 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -551250.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -551281.062500 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -551281.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -551304.750000 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -551304.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -551327.312500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -551327.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -551352.125000 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -551352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -551367.937500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -551367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -551377.625000 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -551377.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -551386.937500 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -551386.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -551393.312500 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -551393.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -551397.187500 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -551397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -551401.812500 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -551401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -551406.125000 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -551406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -551409.625000 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -551409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -551414.125000 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -551414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -551418.875000 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -551418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -551423.250000 Penalty: 4149.373535
	Iteration 36Q: 3 clusters Score -551423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -551425.250000 Penalty: 4149.373535
	Iteration 37Q: 3 clusters Score -551425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -551427.125000 Penalty: 4149.373535
	Iteration 38Q: 3 clusters Score -551427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -551427.437500 Penalty: 4149.373535
	Iteration 39Q: 3 clusters Score -551427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -551427.062500 Penalty: 4149.373535
	Iteration 40F: 3 clusters Score -551427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -551427.625000 Penalty: 4149.373535
	Iteration 41Q: 3 clusters Score -551427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -551428.625000 Penalty: 4149.373535
	Iteration 42Q: 3 clusters Score -551428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -551429.187500 Penalty: 4149.373535
	Iteration 43Q: 3 clusters Score -551429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -551431.750000 Penalty: 4149.373535
	Iteration 44Q: 3 clusters Score -551431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -551433.250000 Penalty: 4149.373535
	Iteration 45Q: 3 clusters Score -551433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -551433.312500 Penalty: 4149.373535
	Iteration 46Q: 3 clusters Score -551433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -551434.562500 Penalty: 4149.373535
	Iteration 47Q: 3 clusters Score -551434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -551435.500000 Penalty: 4149.373535
	Iteration 48Q: 3 clusters Score -551435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -551436.000000 Penalty: 4149.373535
	Iteration 49Q: 3 clusters Score -551436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -551436.250000 Penalty: 4149.373535
	Iteration 50Q: 3 clusters Score -551436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -551436.250000 Penalty: 4149.373535
	Iteration 51F: 3 clusters Score -551436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -167148.125000 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -167148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165005.625000 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -165005.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165527.031250 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -165527 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165848.171875 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -165848.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -166102.937500 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -166102.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166339.984375 Penalty: 3593.491211
	Iteration 4F: 3 clusters Score -166340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166617.859375 Penalty: 3593.491211
	Iteration 5F: 3 clusters Score -166617.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -166900.312500 Penalty: 3593.491211
	Iteration 6F: 3 clusters Score -166900.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -167310.937500 Penalty: 3593.491211
	Iteration 7F: 3 clusters Score -167310.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -167545.062500 Penalty: 3593.491211
	Iteration 8F: 3 clusters Score -167545.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -167636.078125 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -167636.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -167683.656250 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -167683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -167691.531250 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -167691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167693.546875 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -167693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -167694.328125 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -167694.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -167694.328125 Penalty: 3593.491211
	Iteration 14F: 3 clusters Score -167694.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200705 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167645 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64371 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59313 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 179000 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 177289 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 970 members 
Entering Unmasked Estep 
Score: -138540304.000000 Penalty: 72410.773438
Splitting cluster 7 changes total score from -138540240.000000 to -138540304.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -391214.531250 Penalty: 2001.274536
	Iteration 0F: 2 clusters Score -391214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -387850.187500 Penalty: 4002.549072
	Iteration 0F: 3 clusters Score -387850.2 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -388551.750000 Penalty: 4002.549072
	Iteration 1F: 3 clusters Score -388551.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -388753.218750 Penalty: 4002.549072
	Iteration 2F: 3 clusters Score -388753.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -388854.437500 Penalty: 4002.549072
	Iteration 3Q: 3 clusters Score -388854.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -388930.062500 Penalty: 4002.549072
	Iteration 4Q: 3 clusters Score -388930.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -388983.187500 Penalty: 4002.549072
	Iteration 5Q: 3 clusters Score -388983.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -389024.906250 Penalty: 4002.549072
	Iteration 6Q: 3 clusters Score -389024.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -389057.406250 Penalty: 4002.549072
	Iteration 7Q: 3 clusters Score -389057.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -389096.281250 Penalty: 4002.549072
	Iteration 8Q: 3 clusters Score -389096.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -389117.937500 Penalty: 4002.549072
	Iteration 9Q: 3 clusters Score -389117.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -389135.250000 Penalty: 4002.549072
	Iteration 10Q: 3 clusters Score -389135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -389144.343750 Penalty: 4002.549072
	Iteration 11Q: 3 clusters Score -389144.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -389150.343750 Penalty: 4002.549072
	Iteration 12Q: 3 clusters Score -389150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -389156.906250 Penalty: 4002.549072
	Iteration 13Q: 3 clusters Score -389156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -389165.468750 Penalty: 4002.549072
	Iteration 14Q: 3 clusters Score -389165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -389169.531250 Penalty: 4002.549072
	Iteration 15Q: 3 clusters Score -389169.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -389179.062500 Penalty: 4002.549072
	Iteration 16Q: 3 clusters Score -389179.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -389189.156250 Penalty: 4002.549072
	Iteration 17Q: 3 clusters Score -389189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389194.375000 Penalty: 4002.549072
	Iteration 18Q: 3 clusters Score -389194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389199.375000 Penalty: 4002.549072
	Iteration 19Q: 3 clusters Score -389199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -389205.093750 Penalty: 4002.549072
	Iteration 20F: 3 clusters Score -389205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -389212.375000 Penalty: 4002.549072
	Iteration 21Q: 3 clusters Score -389212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -389216.781250 Penalty: 4002.549072
	Iteration 22Q: 3 clusters Score -389216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -389220.437500 Penalty: 4002.549072
	Iteration 23Q: 3 clusters Score -389220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -389225.281250 Penalty: 4002.549072
	Iteration 24Q: 3 clusters Score -389225.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -389227.968750 Penalty: 4002.549072
	Iteration 25Q: 3 clusters Score -389228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -389231.312500 Penalty: 4002.549072
	Iteration 26Q: 3 clusters Score -389231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -389233.812500 Penalty: 4002.549072
	Iteration 27Q: 3 clusters Score -389233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -389236.500000 Penalty: 4002.549072
	Iteration 28Q: 3 clusters Score -389236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -389238.062500 Penalty: 4002.549072
	Iteration 29Q: 3 clusters Score -389238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -389238.968750 Penalty: 4002.549072
	Iteration 30Q: 3 clusters Score -389239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -389241.406250 Penalty: 4002.549072
	Iteration 31Q: 3 clusters Score -389241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -389244.531250 Penalty: 4002.549072
	Iteration 32Q: 3 clusters Score -389244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -389248.625000 Penalty: 4002.549072
	Iteration 33Q: 3 clusters Score -389248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -389253.375000 Penalty: 4002.549072
	Iteration 34Q: 3 clusters Score -389253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -389259.687500 Penalty: 4002.549072
	Iteration 35Q: 3 clusters Score -389259.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -389268.375000 Penalty: 4002.549072
	Iteration 36Q: 3 clusters Score -389268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -389278.562500 Penalty: 4002.549072
	Iteration 37Q: 3 clusters Score -389278.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -389291.812500 Penalty: 4002.549072
	Iteration 38Q: 3 clusters Score -389291.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -389305.468750 Penalty: 4002.549072
	Iteration 39Q: 3 clusters Score -389305.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -389318.000000 Penalty: 4002.549072
	Iteration 40F: 3 clusters Score -389318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -389330.875000 Penalty: 4002.549072
	Iteration 41Q: 3 clusters Score -389330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -389349.906250 Penalty: 4002.549072
	Iteration 42Q: 3 clusters Score -389349.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -389362.968750 Penalty: 4002.549072
	Iteration 43Q: 3 clusters Score -389363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -389376.406250 Penalty: 4002.549072
	Iteration 44Q: 3 clusters Score -389376.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -389395.937500 Penalty: 4002.549072
	Iteration 45Q: 3 clusters Score -389395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -389408.937500 Penalty: 4002.549072
	Iteration 46Q: 3 clusters Score -389408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -389421.281250 Penalty: 4002.549072
	Iteration 47Q: 3 clusters Score -389421.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -389438.218750 Penalty: 4002.549072
	Iteration 48Q: 3 clusters Score -389438.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -389459.781250 Penalty: 4002.549072
	Iteration 49Q: 3 clusters Score -389459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -389477.312500 Penalty: 4002.549072
	Iteration 50Q: 3 clusters Score -389477.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -389494.500000 Penalty: 4002.549072
	Iteration 51Q: 3 clusters Score -389494.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -389507.656250 Penalty: 4002.549072
	Iteration 52Q: 3 clusters Score -389507.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -389519.718750 Penalty: 4002.549072
	Iteration 53Q: 3 clusters Score -389519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -389526.718750 Penalty: 4002.549072
	Iteration 54Q: 3 clusters Score -389526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -389535.687500 Penalty: 4002.549072
	Iteration 55Q: 3 clusters Score -389535.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -389545.343750 Penalty: 4002.549072
	Iteration 56Q: 3 clusters Score -389545.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -389556.625000 Penalty: 4002.549072
	Iteration 57Q: 3 clusters Score -389556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -389565.062500 Penalty: 4002.549072
	Iteration 58Q: 3 clusters Score -389565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -389571.687500 Penalty: 4002.549072
	Iteration 59Q: 3 clusters Score -389571.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -389580.000000 Penalty: 4002.549072
	Iteration 60F: 3 clusters Score -389580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -389588.468750 Penalty: 4002.549072
	Iteration 61Q: 3 clusters Score -389588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -389597.125000 Penalty: 4002.549072
	Iteration 62Q: 3 clusters Score -389597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -389602.687500 Penalty: 4002.549072
	Iteration 63Q: 3 clusters Score -389602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -389612.593750 Penalty: 4002.549072
	Iteration 64Q: 3 clusters Score -389612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -389619.187500 Penalty: 4002.549072
	Iteration 65Q: 3 clusters Score -389619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -389624.593750 Penalty: 4002.549072
	Iteration 66Q: 3 clusters Score -389624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -389625.656250 Penalty: 4002.549072
	Iteration 67Q: 3 clusters Score -389625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -389630.250000 Penalty: 4002.549072
	Iteration 68Q: 3 clusters Score -389630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -389634.281250 Penalty: 4002.549072
	Iteration 69Q: 3 clusters Score -389634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -389637.281250 Penalty: 4002.549072
	Iteration 70Q: 3 clusters Score -389637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -389638.968750 Penalty: 4002.549072
	Iteration 71Q: 3 clusters Score -389639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -389640.031250 Penalty: 4002.549072
	Iteration 72Q: 3 clusters Score -389640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -389643.250000 Penalty: 4002.549072
	Iteration 73Q: 3 clusters Score -389643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -389644.000000 Penalty: 4002.549072
	Iteration 74Q: 3 clusters Score -389644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -389644.593750 Penalty: 4002.549072
	Iteration 75Q: 3 clusters Score -389644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -389645.312500 Penalty: 4002.549072
	Iteration 76Q: 3 clusters Score -389645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -389645.312500 Penalty: 4002.549072
	Iteration 77F: 3 clusters Score -389645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -35631.730469 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -35631.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34308.957031 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -34308.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34464.382812 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -34464.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34532.757812 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -34532.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34574.011719 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -34574.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34589.859375 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -34589.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34593.914062 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -34593.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34593.914062 Penalty: 2874.844727
	Iteration 6F: 3 clusters Score -34593.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202947 members 
Entering Unmasked Estep 
Score: -26197390.000000 Penalty: 3030.733643
	Iteration 0F: 2 clusters Score -2.619739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -26065178.000000 Penalty: 6061.467285
	Iteration 0F: 3 clusters Score -2.606518e+07 nChanged 97722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -26122544.000000 Penalty: 6061.467285
	Iteration 1F: 3 clusters Score -2.612254e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -26123476.000000 Penalty: 6061.467285
	Iteration 2Q: 3 clusters Score -2.612348e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -26124516.000000 Penalty: 6061.467285
	Iteration 3Q: 3 clusters Score -2.612452e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -26125356.000000 Penalty: 6061.467285
	Iteration 4Q: 3 clusters Score -2.612536e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 99464 members 
Entering Unmasked Estep 
Score: -26126752.000000 Penalty: 6061.467285
	Iteration 5Q: 3 clusters Score -2.612675e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -26128576.000000 Penalty: 6061.467285
	Iteration 6Q: 3 clusters Score -2.612858e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -26130846.000000 Penalty: 6061.467285
	Iteration 7Q: 3 clusters Score -2.613085e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -26134358.000000 Penalty: 6061.467285
	Iteration 8Q: 3 clusters Score -2.613436e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -26139516.000000 Penalty: 6061.467285
	Iteration 9Q: 3 clusters Score -2.613952e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -26147434.000000 Penalty: 6061.467285
	Iteration 10F: 3 clusters Score -2.614743e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -26156804.000000 Penalty: 6061.467285
	Iteration 11F: 3 clusters Score -2.61568e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119780 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -26164028.000000 Penalty: 6061.467285
	Iteration 12F: 3 clusters Score -2.616403e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -26167482.000000 Penalty: 6061.467285
	Iteration 13Q: 3 clusters Score -2.616748e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -26168860.000000 Penalty: 6061.467285
	Iteration 14Q: 3 clusters Score -2.616886e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -26169670.000000 Penalty: 6061.467285
	Iteration 15Q: 3 clusters Score -2.616967e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -26170024.000000 Penalty: 6061.467285
	Iteration 16Q: 3 clusters Score -2.617002e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -26170456.000000 Penalty: 6061.467285
	Iteration 17Q: 3 clusters Score -2.617046e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -26170968.000000 Penalty: 6061.467285
	Iteration 18Q: 3 clusters Score -2.617097e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132236 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -26171336.000000 Penalty: 6061.467285
	Iteration 19Q: 3 clusters Score -2.617134e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134099 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -26171684.000000 Penalty: 6061.467285
	Iteration 20F: 3 clusters Score -2.617168e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -26172034.000000 Penalty: 6061.467285
	Iteration 21Q: 3 clusters Score -2.617203e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138060 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -26172536.000000 Penalty: 6061.467285
	Iteration 22Q: 3 clusters Score -2.617254e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140143 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -26172856.000000 Penalty: 6061.467285
	Iteration 23Q: 3 clusters Score -2.617286e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -26173336.000000 Penalty: 6061.467285
	Iteration 24Q: 3 clusters Score -2.617334e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -26173772.000000 Penalty: 6061.467285
	Iteration 25Q: 3 clusters Score -2.617377e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147499 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -26174396.000000 Penalty: 6061.467285
	Iteration 26Q: 3 clusters Score -2.61744e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -26175010.000000 Penalty: 6061.467285
	Iteration 27Q: 3 clusters Score -2.617501e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -26175680.000000 Penalty: 6061.467285
	Iteration 28Q: 3 clusters Score -2.617568e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -26176688.000000 Penalty: 6061.467285
	Iteration 29Q: 3 clusters Score -2.617669e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -26177720.000000 Penalty: 6061.467285
	Iteration 30Q: 3 clusters Score -2.617772e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -26178856.000000 Penalty: 6061.467285
	Iteration 31Q: 3 clusters Score -2.617886e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -26180228.000000 Penalty: 6061.467285
	Iteration 32Q: 3 clusters Score -2.618023e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -26181366.000000 Penalty: 6061.467285
	Iteration 33Q: 3 clusters Score -2.618137e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -26182444.000000 Penalty: 6061.467285
	Iteration 34Q: 3 clusters Score -2.618244e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -26183490.000000 Penalty: 6061.467285
	Iteration 35Q: 3 clusters Score -2.618349e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -26184676.000000 Penalty: 6061.467285
	Iteration 36Q: 3 clusters Score -2.618468e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182758 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -26185764.000000 Penalty: 6061.467285
	Iteration 37Q: 3 clusters Score -2.618576e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185248 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -26186624.000000 Penalty: 6061.467285
	Iteration 38Q: 3 clusters Score -2.618662e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -26187412.000000 Penalty: 6061.467285
	Iteration 39Q: 3 clusters Score -2.618741e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189568 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -26188142.000000 Penalty: 6061.467285
	Iteration 40F: 3 clusters Score -2.618814e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191433 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -26188970.000000 Penalty: 6061.467285
	Iteration 41Q: 3 clusters Score -2.618897e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -26189850.000000 Penalty: 6061.467285
	Iteration 42Q: 3 clusters Score -2.618985e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194604 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -26190510.000000 Penalty: 6061.467285
	Iteration 43Q: 3 clusters Score -2.619051e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -26191294.000000 Penalty: 6061.467285
	Iteration 44Q: 3 clusters Score -2.619129e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197080 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -26191922.000000 Penalty: 6061.467285
	Iteration 45Q: 3 clusters Score -2.619192e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198006 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -26192394.000000 Penalty: 6061.467285
	Iteration 46Q: 3 clusters Score -2.619239e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198805 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -26192876.000000 Penalty: 6061.467285
	Iteration 47Q: 3 clusters Score -2.619288e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -26193220.000000 Penalty: 6061.467285
	Iteration 48Q: 3 clusters Score -2.619322e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199930 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -26193474.000000 Penalty: 6061.467285
	Iteration 49Q: 3 clusters Score -2.619347e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -26193686.000000 Penalty: 6061.467285
	Iteration 50Q: 3 clusters Score -2.619369e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200621 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -26193876.000000 Penalty: 6061.467285
	Iteration 51Q: 3 clusters Score -2.619388e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200891 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -26194050.000000 Penalty: 6061.467285
	Iteration 52Q: 3 clusters Score -2.619405e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201116 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -26194180.000000 Penalty: 6061.467285
	Iteration 53Q: 3 clusters Score -2.619418e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -26194278.000000 Penalty: 6061.467285
	Iteration 54Q: 3 clusters Score -2.619428e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201415 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26194400.000000 Penalty: 6061.467285
	Iteration 55Q: 3 clusters Score -2.61944e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201499 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -26194452.000000 Penalty: 6061.467285
	Iteration 56Q: 3 clusters Score -2.619445e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201571 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26194498.000000 Penalty: 6061.467285
	Iteration 57Q: 3 clusters Score -2.61945e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201627 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -26194546.000000 Penalty: 6061.467285
	Iteration 58Q: 3 clusters Score -2.619455e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201665 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -26194580.000000 Penalty: 6061.467285
	Iteration 59Q: 3 clusters Score -2.619458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201696 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -26194598.000000 Penalty: 6061.467285
	Iteration 60F: 3 clusters Score -2.61946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201735 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -26194622.000000 Penalty: 6061.467285
	Iteration 61Q: 3 clusters Score -2.619462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201770 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -26194632.000000 Penalty: 6061.467285
	Iteration 62Q: 3 clusters Score -2.619463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -26194670.000000 Penalty: 6061.467285
	Iteration 63Q: 3 clusters Score -2.619467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201811 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -26194670.000000 Penalty: 6061.467285
	Iteration 64Q: 3 clusters Score -2.619467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201826 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -26194694.000000 Penalty: 6061.467285
	Iteration 65Q: 3 clusters Score -2.619469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -26194696.000000 Penalty: 6061.467285
	Iteration 66Q: 3 clusters Score -2.61947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201849 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -26194708.000000 Penalty: 6061.467285
	Iteration 67Q: 3 clusters Score -2.619471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201856 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -26194716.000000 Penalty: 6061.467285
	Iteration 68Q: 3 clusters Score -2.619472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201864 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -26194726.000000 Penalty: 6061.467285
	Iteration 69Q: 3 clusters Score -2.619473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201871 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -26194726.000000 Penalty: 6061.467285
	Iteration 70Q: 3 clusters Score -2.619473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201879 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -26194738.000000 Penalty: 6061.467285
	Iteration 71Q: 3 clusters Score -2.619474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201893 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -26194724.000000 Penalty: 6061.467285
	Iteration 72Q: 3 clusters Score -2.619472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201906 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -26194760.000000 Penalty: 6061.467285
	Iteration 73Q: 3 clusters Score -2.619476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201918 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -26194780.000000 Penalty: 6061.467285
	Iteration 74Q: 3 clusters Score -2.619478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201927 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -26194772.000000 Penalty: 6061.467285
	Iteration 75Q: 3 clusters Score -2.619477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201936 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -26194804.000000 Penalty: 6061.467285
	Iteration 76Q: 3 clusters Score -2.61948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201943 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -26194802.000000 Penalty: 6061.467285
	Iteration 77Q: 3 clusters Score -2.61948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201948 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -26194780.000000 Penalty: 6061.467285
	Iteration 78Q: 3 clusters Score -2.619478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201951 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -26194784.000000 Penalty: 6061.467285
	Iteration 79Q: 3 clusters Score -2.619478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201959 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -26194792.000000 Penalty: 6061.467285
	Iteration 80F: 3 clusters Score -2.619479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201962 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -26194802.000000 Penalty: 6061.467285
	Iteration 81Q: 3 clusters Score -2.61948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -26194816.000000 Penalty: 6061.467285
	Iteration 82Q: 3 clusters Score -2.619482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -26194816.000000 Penalty: 6061.467285
	Iteration 83Q: 3 clusters Score -2.619482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201966 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26194814.000000 Penalty: 6061.467285
	Iteration 84Q: 3 clusters Score -2.619481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201970 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -26194816.000000 Penalty: 6061.467285
	Iteration 85Q: 3 clusters Score -2.619482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201975 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -26194828.000000 Penalty: 6061.467285
	Iteration 86Q: 3 clusters Score -2.619483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201976 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -26194820.000000 Penalty: 6061.467285
	Iteration 87Q: 3 clusters Score -2.619482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201979 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -26194830.000000 Penalty: 6061.467285
	Iteration 88Q: 3 clusters Score -2.619483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201980 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -26194814.000000 Penalty: 6061.467285
	Iteration 89Q: 3 clusters Score -2.619481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26194820.000000 Penalty: 6061.467285
	Iteration 90Q: 3 clusters Score -2.619482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26194820.000000 Penalty: 6061.467285
	Iteration 91F: 3 clusters Score -2.619482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Entering Unmasked Estep 
Score: -8326421.500000 Penalty: 2745.959717
	Iteration 0F: 2 clusters Score -8326422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8282969.500000 Penalty: 5491.919434
	Iteration 0F: 3 clusters Score -8282970 nChanged 30122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -8300110.500000 Penalty: 5491.919434
	Iteration 1F: 3 clusters Score -8300110 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -8300944.000000 Penalty: 5491.919434
	Iteration 2Q: 3 clusters Score -8300944 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -8302134.500000 Penalty: 5491.919434
	Iteration 3Q: 3 clusters Score -8302134 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8303674.000000 Penalty: 5491.919434
	Iteration 4F: 3 clusters Score -8303674 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -8305691.500000 Penalty: 5491.919434
	Iteration 5F: 3 clusters Score -8305692 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8308064.000000 Penalty: 5491.919434
	Iteration 6F: 3 clusters Score -8308064 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -8310711.500000 Penalty: 5491.919434
	Iteration 7F: 3 clusters Score -8310712 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8313349.500000 Penalty: 5491.919434
	Iteration 8F: 3 clusters Score -8313350 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -8315809.500000 Penalty: 5491.919434
	Iteration 9F: 3 clusters Score -8315810 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -8318038.000000 Penalty: 5491.919434
	Iteration 10Q: 3 clusters Score -8318038 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -8319831.000000 Penalty: 5491.919434
	Iteration 11Q: 3 clusters Score -8319831 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8321262.000000 Penalty: 5491.919434
	Iteration 12Q: 3 clusters Score -8321262 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8322212.500000 Penalty: 5491.919434
	Iteration 13Q: 3 clusters Score -8322212 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8322809.500000 Penalty: 5491.919434
	Iteration 14Q: 3 clusters Score -8322810 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8323211.000000 Penalty: 5491.919434
	Iteration 15Q: 3 clusters Score -8323211 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8323485.000000 Penalty: 5491.919434
	Iteration 16Q: 3 clusters Score -8323485 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8323691.500000 Penalty: 5491.919434
	Iteration 17Q: 3 clusters Score -8323692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8323813.000000 Penalty: 5491.919434
	Iteration 18Q: 3 clusters Score -8323813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8323898.500000 Penalty: 5491.919434
	Iteration 19Q: 3 clusters Score -8323898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8323945.500000 Penalty: 5491.919434
	Iteration 20F: 3 clusters Score -8323946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8323989.500000 Penalty: 5491.919434
	Iteration 21Q: 3 clusters Score -8323990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8324028.000000 Penalty: 5491.919434
	Iteration 22Q: 3 clusters Score -8324028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8324042.000000 Penalty: 5491.919434
	Iteration 23Q: 3 clusters Score -8324042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8324052.500000 Penalty: 5491.919434
	Iteration 24Q: 3 clusters Score -8324052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8324092.500000 Penalty: 5491.919434
	Iteration 25Q: 3 clusters Score -8324092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8324085.500000 Penalty: 5491.919434
	Iteration 26Q: 3 clusters Score -8324086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8324091.500000 Penalty: 5491.919434
	Iteration 27Q: 3 clusters Score -8324092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8324092.500000 Penalty: 5491.919434
	Iteration 28Q: 3 clusters Score -8324092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8324096.500000 Penalty: 5491.919434
	Iteration 29Q: 3 clusters Score -8324096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8324103.500000 Penalty: 5491.919434
	Iteration 30Q: 3 clusters Score -8324104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8324108.500000 Penalty: 5491.919434
	Iteration 31Q: 3 clusters Score -8324108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8324111.000000 Penalty: 5491.919434
	Iteration 32Q: 3 clusters Score -8324111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8324110.000000 Penalty: 5491.919434
	Iteration 33Q: 3 clusters Score -8324110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8324109.000000 Penalty: 5491.919434
	Iteration 34Q: 3 clusters Score -8324109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8324115.000000 Penalty: 5491.919434
	Iteration 35Q: 3 clusters Score -8324115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8324122.500000 Penalty: 5491.919434
	Iteration 36Q: 3 clusters Score -8324122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8324130.000000 Penalty: 5491.919434
	Iteration 37Q: 3 clusters Score -8324130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8324136.000000 Penalty: 5491.919434
	Iteration 38Q: 3 clusters Score -8324136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8324135.000000 Penalty: 5491.919434
	Iteration 39Q: 3 clusters Score -8324135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8324136.500000 Penalty: 5491.919434
	Iteration 40F: 3 clusters Score -8324136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8324134.500000 Penalty: 5491.919434
	Iteration 41Q: 3 clusters Score -8324134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8324134.500000 Penalty: 5491.919434
	Iteration 42Q: 3 clusters Score -8324134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8324137.500000 Penalty: 5491.919434
	Iteration 43Q: 3 clusters Score -8324138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8324139.500000 Penalty: 5491.919434
	Iteration 44Q: 3 clusters Score -8324140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8324139.500000 Penalty: 5491.919434
	Iteration 45F: 3 clusters Score -8324140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117656.335938 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117656.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118134.351562 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118134.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118495.781250 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118495.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -119073.984375 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -119074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119749.242188 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -119749.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120203.078125 Penalty: 3453.272705
	Iteration 5F: 3 clusters Score -120203.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120428.101562 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -120428.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120531.453125 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -120531.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120577.929688 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -120577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120607.656250 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -120607.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120645.507812 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -120645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120660.609375 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -120660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120674.304688 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -120674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120687.593750 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -120687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120705.554688 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -120705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120711.382812 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120717.984375 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -120718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120726.703125 Penalty: 3453.272705
	Iteration 17F: 3 clusters Score -120726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120738.531250 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -120738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120738.531250 Penalty: 3453.272705
	Iteration 19F: 3 clusters Score -120738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200705 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167645 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64371 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 59313 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 179000 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 177289 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 437 members 
Entering Unmasked Estep 
Score: -138539616.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138540240.000000 to -138539616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (59313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Entering Unmasked Estep 
Score: -7462710.000000 Penalty: 2725.664795
	Iteration 0F: 2 clusters Score -7462710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7422679.000000 Penalty: 5451.329590
	Iteration 0F: 3 clusters Score -7422679 nChanged 27738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7438435.500000 Penalty: 5451.329590
	Iteration 1F: 3 clusters Score -7438436 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -7439326.000000 Penalty: 5451.329590
	Iteration 2Q: 3 clusters Score -7439326 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -7440510.000000 Penalty: 5451.329590
	Iteration 3Q: 3 clusters Score -7440510 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -7442003.000000 Penalty: 5451.329590
	Iteration 4F: 3 clusters Score -7442003 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7444040.000000 Penalty: 5451.329590
	Iteration 5F: 3 clusters Score -7444040 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -7446543.000000 Penalty: 5451.329590
	Iteration 6F: 3 clusters Score -7446543 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -7448998.000000 Penalty: 5451.329590
	Iteration 7F: 3 clusters Score -7448998 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -7451024.500000 Penalty: 5451.329590
	Iteration 8F: 3 clusters Score -7451024 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -7452692.000000 Penalty: 5451.329590
	Iteration 9Q: 3 clusters Score -7452692 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7454440.500000 Penalty: 5451.329590
	Iteration 10Q: 3 clusters Score -7454440 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7456488.000000 Penalty: 5451.329590
	Iteration 11Q: 3 clusters Score -7456488 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7458513.000000 Penalty: 5451.329590
	Iteration 12Q: 3 clusters Score -7458513 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7459680.500000 Penalty: 5451.329590
	Iteration 13Q: 3 clusters Score -7459680 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7460089.000000 Penalty: 5451.329590
	Iteration 14Q: 3 clusters Score -7460089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7460280.000000 Penalty: 5451.329590
	Iteration 15Q: 3 clusters Score -7460280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7460385.000000 Penalty: 5451.329590
	Iteration 16Q: 3 clusters Score -7460385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7460430.500000 Penalty: 5451.329590
	Iteration 17Q: 3 clusters Score -7460430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7460467.000000 Penalty: 5451.329590
	Iteration 18Q: 3 clusters Score -7460467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7460475.500000 Penalty: 5451.329590
	Iteration 19Q: 3 clusters Score -7460476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7460481.000000 Penalty: 5451.329590
	Iteration 20F: 3 clusters Score -7460481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7460490.500000 Penalty: 5451.329590
	Iteration 21Q: 3 clusters Score -7460490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7460486.500000 Penalty: 5451.329590
	Iteration 22Q: 3 clusters Score -7460486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7460493.000000 Penalty: 5451.329590
	Iteration 23Q: 3 clusters Score -7460493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7460497.500000 Penalty: 5451.329590
	Iteration 24Q: 3 clusters Score -7460498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7460497.500000 Penalty: 5451.329590
	Iteration 25F: 3 clusters Score -7460498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -426989.031250 Penalty: 2009.741699
	Iteration 0F: 2 clusters Score -426989 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 1694 members 
Entering Unmasked Estep 
Score: -423503.968750 Penalty: 4019.483398
	Iteration 0F: 3 clusters Score -423504 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -424241.187500 Penalty: 4019.483398
	Iteration 1F: 3 clusters Score -424241.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424424.968750 Penalty: 4019.483398
	Iteration 2F: 3 clusters Score -424425 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424531.937500 Penalty: 4019.483398
	Iteration 3F: 3 clusters Score -424531.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -424604.781250 Penalty: 4019.483398
	Iteration 4Q: 3 clusters Score -424604.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -424654.718750 Penalty: 4019.483398
	Iteration 5Q: 3 clusters Score -424654.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -424694.000000 Penalty: 4019.483398
	Iteration 6Q: 3 clusters Score -424694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -424724.093750 Penalty: 4019.483398
	Iteration 7Q: 3 clusters Score -424724.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -424751.187500 Penalty: 4019.483398
	Iteration 8Q: 3 clusters Score -424751.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -424772.843750 Penalty: 4019.483398
	Iteration 9Q: 3 clusters Score -424772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -424786.968750 Penalty: 4019.483398
	Iteration 10Q: 3 clusters Score -424787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -424798.875000 Penalty: 4019.483398
	Iteration 11Q: 3 clusters Score -424798.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -424809.062500 Penalty: 4019.483398
	Iteration 12Q: 3 clusters Score -424809.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -424819.468750 Penalty: 4019.483398
	Iteration 13Q: 3 clusters Score -424819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -424823.718750 Penalty: 4019.483398
	Iteration 14Q: 3 clusters Score -424823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -424827.468750 Penalty: 4019.483398
	Iteration 15Q: 3 clusters Score -424827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -424831.250000 Penalty: 4019.483398
	Iteration 16Q: 3 clusters Score -424831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -424837.687500 Penalty: 4019.483398
	Iteration 17Q: 3 clusters Score -424837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -424843.906250 Penalty: 4019.483398
	Iteration 18Q: 3 clusters Score -424843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424852.625000 Penalty: 4019.483398
	Iteration 19Q: 3 clusters Score -424852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424858.843750 Penalty: 4019.483398
	Iteration 20F: 3 clusters Score -424858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -424864.031250 Penalty: 4019.483398
	Iteration 21Q: 3 clusters Score -424864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -424871.031250 Penalty: 4019.483398
	Iteration 22Q: 3 clusters Score -424871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -424874.781250 Penalty: 4019.483398
	Iteration 23Q: 3 clusters Score -424874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -424878.906250 Penalty: 4019.483398
	Iteration 24Q: 3 clusters Score -424878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -424881.125000 Penalty: 4019.483398
	Iteration 25Q: 3 clusters Score -424881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -424882.468750 Penalty: 4019.483398
	Iteration 26Q: 3 clusters Score -424882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -424885.250000 Penalty: 4019.483398
	Iteration 27Q: 3 clusters Score -424885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -424891.375000 Penalty: 4019.483398
	Iteration 28Q: 3 clusters Score -424891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -424895.531250 Penalty: 4019.483398
	Iteration 29Q: 3 clusters Score -424895.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -424902.000000 Penalty: 4019.483398
	Iteration 30Q: 3 clusters Score -424902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -424911.062500 Penalty: 4019.483398
	Iteration 31Q: 3 clusters Score -424911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -424918.500000 Penalty: 4019.483398
	Iteration 32Q: 3 clusters Score -424918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -424922.281250 Penalty: 4019.483398
	Iteration 33Q: 3 clusters Score -424922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -424930.187500 Penalty: 4019.483398
	Iteration 34Q: 3 clusters Score -424930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -424934.937500 Penalty: 4019.483398
	Iteration 35Q: 3 clusters Score -424934.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -424938.593750 Penalty: 4019.483398
	Iteration 36Q: 3 clusters Score -424938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -424941.218750 Penalty: 4019.483398
	Iteration 37Q: 3 clusters Score -424941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -424944.062500 Penalty: 4019.483398
	Iteration 38Q: 3 clusters Score -424944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -424944.937500 Penalty: 4019.483398
	Iteration 39Q: 3 clusters Score -424944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -424944.937500 Penalty: 4019.483398
	Iteration 40F: 3 clusters Score -424944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -789973.312500 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -789973.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -784825.000000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -784825 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -786045.562500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -786045.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -786231.062500 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -786231.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -786349.062500 Penalty: 4321.773438
	Iteration 3Q: 3 clusters Score -786349.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -786428.875000 Penalty: 4321.773438
	Iteration 4Q: 3 clusters Score -786428.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -786481.812500 Penalty: 4321.773438
	Iteration 5Q: 3 clusters Score -786481.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -786529.000000 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -786529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -786568.250000 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -786568.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -786601.687500 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -786601.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -786638.562500 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -786638.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -786677.000000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -786677 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -786715.375000 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -786715.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -786752.687500 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -786752.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -786789.500000 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -786789.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -786830.562500 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -786830.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -786873.000000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -786873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -786917.437500 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -786917.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -786972.875000 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -786972.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -787032.562500 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -787032.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -787091.125000 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -787091.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -787163.750000 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -787163.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -787246.812500 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -787246.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -787341.000000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -787341 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -787433.312500 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -787433.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -787515.875000 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -787515.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -787601.125000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -787601.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -787677.312500 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -787677.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -787756.625000 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -787756.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -787810.375000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -787810.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -787843.437500 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -787843.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -787870.500000 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -787870.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -787901.625000 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -787901.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -787924.687500 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -787924.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -787937.187500 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -787937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -787949.125000 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -787949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -787955.312500 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -787955.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -787962.187500 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -787962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -787971.937500 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -787971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -787982.750000 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -787982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -787987.062500 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -787987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -787994.000000 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -787994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -788003.250000 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -788003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -788011.625000 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -788011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -788012.750000 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -788012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -788015.375000 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -788015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -788019.250000 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -788019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -788027.000000 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -788027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -788032.312500 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -788032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -788038.750000 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -788038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -788043.875000 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -788043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -788046.625000 Penalty: 4321.773438
	Iteration 50Q: 3 clusters Score -788046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -788048.187500 Penalty: 4321.773438
	Iteration 51Q: 3 clusters Score -788048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -788049.000000 Penalty: 4321.773438
	Iteration 52Q: 3 clusters Score -788049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -788049.000000 Penalty: 4321.773438
	Iteration 53F: 3 clusters Score -788049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (179000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179000 members 
Entering Unmasked Estep 
Score: -23203494.000000 Penalty: 2999.594971
	Iteration 0F: 2 clusters Score -2.320349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -23086402.000000 Penalty: 5999.189941
	Iteration 0F: 3 clusters Score -2.30864e+07 nChanged 85794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -23136714.000000 Penalty: 5999.189941
	Iteration 1F: 3 clusters Score -2.313671e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -23137626.000000 Penalty: 5999.189941
	Iteration 2Q: 3 clusters Score -2.313763e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -23139160.000000 Penalty: 5999.189941
	Iteration 3Q: 3 clusters Score -2.313916e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -23141212.000000 Penalty: 5999.189941
	Iteration 4Q: 3 clusters Score -2.314121e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -23144484.000000 Penalty: 5999.189941
	Iteration 5Q: 3 clusters Score -2.314448e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -23150388.000000 Penalty: 5999.189941
	Iteration 6F: 3 clusters Score -2.315039e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -23159258.000000 Penalty: 5999.189941
	Iteration 7F: 3 clusters Score -2.315926e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -23170912.000000 Penalty: 5999.189941
	Iteration 8F: 3 clusters Score -2.317091e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -23181860.000000 Penalty: 5999.189941
	Iteration 9F: 3 clusters Score -2.318186e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -23189802.000000 Penalty: 5999.189941
	Iteration 10F: 3 clusters Score -2.31898e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -23194738.000000 Penalty: 5999.189941
	Iteration 11Q: 3 clusters Score -2.319474e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 170967 members 
Entering Unmasked Estep 
Score: -23197406.000000 Penalty: 5999.189941
	Iteration 12Q: 3 clusters Score -2.319741e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -23198838.000000 Penalty: 5999.189941
	Iteration 13Q: 3 clusters Score -2.319884e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -23199640.000000 Penalty: 5999.189941
	Iteration 14Q: 3 clusters Score -2.319964e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -23200154.000000 Penalty: 5999.189941
	Iteration 15Q: 3 clusters Score -2.320015e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -23200444.000000 Penalty: 5999.189941
	Iteration 16Q: 3 clusters Score -2.320044e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 177133 members 
Entering Unmasked Estep 
Score: -23200668.000000 Penalty: 5999.189941
	Iteration 17Q: 3 clusters Score -2.320067e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -23200746.000000 Penalty: 5999.189941
	Iteration 18Q: 3 clusters Score -2.320075e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 177592 members 
Entering Unmasked Estep 
Score: -23200878.000000 Penalty: 5999.189941
	Iteration 19Q: 3 clusters Score -2.320088e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -23200978.000000 Penalty: 5999.189941
	Iteration 20F: 3 clusters Score -2.320098e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -23201036.000000 Penalty: 5999.189941
	Iteration 21Q: 3 clusters Score -2.320104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 177927 members 
Entering Unmasked Estep 
Score: -23201120.000000 Penalty: 5999.189941
	Iteration 22Q: 3 clusters Score -2.320112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -23201154.000000 Penalty: 5999.189941
	Iteration 23Q: 3 clusters Score -2.320115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 178014 members 
Entering Unmasked Estep 
Score: -23201190.000000 Penalty: 5999.189941
	Iteration 24Q: 3 clusters Score -2.320119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 178044 members 
Entering Unmasked Estep 
Score: -23201218.000000 Penalty: 5999.189941
	Iteration 25Q: 3 clusters Score -2.320122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 178067 members 
Entering Unmasked Estep 
Score: -23201224.000000 Penalty: 5999.189941
	Iteration 26Q: 3 clusters Score -2.320122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -23201262.000000 Penalty: 5999.189941
	Iteration 27Q: 3 clusters Score -2.320126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -23201278.000000 Penalty: 5999.189941
	Iteration 28Q: 3 clusters Score -2.320128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 178137 members 
Entering Unmasked Estep 
Score: -23201296.000000 Penalty: 5999.189941
	Iteration 29Q: 3 clusters Score -2.32013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 178155 members 
Entering Unmasked Estep 
Score: -23201298.000000 Penalty: 5999.189941
	Iteration 30Q: 3 clusters Score -2.32013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -23201296.000000 Penalty: 5999.189941
	Iteration 31Q: 3 clusters Score -2.32013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -23201284.000000 Penalty: 5999.189941
	Iteration 32Q: 3 clusters Score -2.320128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 178189 members 
Entering Unmasked Estep 
Score: -23201302.000000 Penalty: 5999.189941
	Iteration 33Q: 3 clusters Score -2.32013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 178198 members 
Entering Unmasked Estep 
Score: -23201306.000000 Penalty: 5999.189941
	Iteration 34Q: 3 clusters Score -2.320131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -23201312.000000 Penalty: 5999.189941
	Iteration 35Q: 3 clusters Score -2.320131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -23201322.000000 Penalty: 5999.189941
	Iteration 36Q: 3 clusters Score -2.320132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 178224 members 
Entering Unmasked Estep 
Score: -23201348.000000 Penalty: 5999.189941
	Iteration 37Q: 3 clusters Score -2.320135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 178234 members 
Entering Unmasked Estep 
Score: -23201344.000000 Penalty: 5999.189941
	Iteration 38Q: 3 clusters Score -2.320134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -23201346.000000 Penalty: 5999.189941
	Iteration 39Q: 3 clusters Score -2.320135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -23201360.000000 Penalty: 5999.189941
	Iteration 40F: 3 clusters Score -2.320136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 178258 members 
Entering Unmasked Estep 
Score: -23201350.000000 Penalty: 5999.189941
	Iteration 41Q: 3 clusters Score -2.320135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -23201376.000000 Penalty: 5999.189941
	Iteration 42Q: 3 clusters Score -2.320138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 178256 members 
Entering Unmasked Estep 
Score: -23201362.000000 Penalty: 5999.189941
	Iteration 43Q: 3 clusters Score -2.320136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 178256 members 
Entering Unmasked Estep 
Score: -23201372.000000 Penalty: 5999.189941
	Iteration 44Q: 3 clusters Score -2.320137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -23201372.000000 Penalty: 5999.189941
	Iteration 45Q: 3 clusters Score -2.320137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 178259 members 
Entering Unmasked Estep 
Score: -23201390.000000 Penalty: 5999.189941
	Iteration 46Q: 3 clusters Score -2.320139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -23201390.000000 Penalty: 5999.189941
	Iteration 47Q: 3 clusters Score -2.320139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 178264 members 
Entering Unmasked Estep 
Score: -23201384.000000 Penalty: 5999.189941
	Iteration 48Q: 3 clusters Score -2.320138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -23201400.000000 Penalty: 5999.189941
	Iteration 49Q: 3 clusters Score -2.32014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -23201400.000000 Penalty: 5999.189941
	Iteration 50F: 3 clusters Score -2.32014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1424237.875000 Penalty: 2314.671875
	Iteration 0F: 2 clusters Score -1424238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1415853.000000 Penalty: 4629.343750
	Iteration 0F: 3 clusters Score -1415853 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1418355.750000 Penalty: 4629.343750
	Iteration 1F: 3 clusters Score -1418356 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1418701.750000 Penalty: 4629.343750
	Iteration 2F: 3 clusters Score -1418702 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1418985.125000 Penalty: 4629.343750
	Iteration 3F: 3 clusters Score -1418985 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1419255.500000 Penalty: 4629.343750
	Iteration 4Q: 3 clusters Score -1419256 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1419568.625000 Penalty: 4629.343750
	Iteration 5Q: 3 clusters Score -1419569 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1419925.250000 Penalty: 4629.343750
	Iteration 6F: 3 clusters Score -1419925 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1420302.500000 Penalty: 4629.343750
	Iteration 7F: 3 clusters Score -1420302 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1420674.375000 Penalty: 4629.343750
	Iteration 8Q: 3 clusters Score -1420674 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1421062.875000 Penalty: 4629.343750
	Iteration 9Q: 3 clusters Score -1421063 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1421411.500000 Penalty: 4629.343750
	Iteration 10Q: 3 clusters Score -1421412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1421676.625000 Penalty: 4629.343750
	Iteration 11Q: 3 clusters Score -1421677 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1421900.125000 Penalty: 4629.343750
	Iteration 12Q: 3 clusters Score -1421900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1422061.500000 Penalty: 4629.343750
	Iteration 13Q: 3 clusters Score -1422062 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1422151.875000 Penalty: 4629.343750
	Iteration 14Q: 3 clusters Score -1422152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1422223.250000 Penalty: 4629.343750
	Iteration 15Q: 3 clusters Score -1422223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1422264.875000 Penalty: 4629.343750
	Iteration 16Q: 3 clusters Score -1422265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1422294.500000 Penalty: 4629.343750
	Iteration 17Q: 3 clusters Score -1422294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1422310.250000 Penalty: 4629.343750
	Iteration 18Q: 3 clusters Score -1422310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1422323.875000 Penalty: 4629.343750
	Iteration 19Q: 3 clusters Score -1422324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1422338.750000 Penalty: 4629.343750
	Iteration 20F: 3 clusters Score -1422339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1422342.125000 Penalty: 4629.343750
	Iteration 21Q: 3 clusters Score -1422342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1422347.625000 Penalty: 4629.343750
	Iteration 22Q: 3 clusters Score -1422348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1422356.875000 Penalty: 4629.343750
	Iteration 23Q: 3 clusters Score -1422357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1422364.125000 Penalty: 4629.343750
	Iteration 24Q: 3 clusters Score -1422364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1422373.375000 Penalty: 4629.343750
	Iteration 25Q: 3 clusters Score -1422373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1422374.750000 Penalty: 4629.343750
	Iteration 26Q: 3 clusters Score -1422375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1422383.875000 Penalty: 4629.343750
	Iteration 27Q: 3 clusters Score -1422384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1422386.375000 Penalty: 4629.343750
	Iteration 28Q: 3 clusters Score -1422386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1422390.375000 Penalty: 4629.343750
	Iteration 29Q: 3 clusters Score -1422390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1422390.375000 Penalty: 4629.343750
	Iteration 30F: 3 clusters Score -1422390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Entering Unmasked Estep 
Score: -22983736.000000 Penalty: 2997.212891
	Iteration 0F: 2 clusters Score -2.298374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -22868662.000000 Penalty: 5994.425781
	Iteration 0F: 3 clusters Score -2.286866e+07 nChanged 85100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -22918850.000000 Penalty: 5994.425781
	Iteration 1F: 3 clusters Score -2.291885e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -22920708.000000 Penalty: 5994.425781
	Iteration 2Q: 3 clusters Score -2.292071e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -22923482.000000 Penalty: 5994.425781
	Iteration 3Q: 3 clusters Score -2.292348e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -22927468.000000 Penalty: 5994.425781
	Iteration 4Q: 3 clusters Score -2.292747e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -22932330.000000 Penalty: 5994.425781
	Iteration 5Q: 3 clusters Score -2.293233e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -22938044.000000 Penalty: 5994.425781
	Iteration 6F: 3 clusters Score -2.293804e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -22944034.000000 Penalty: 5994.425781
	Iteration 7F: 3 clusters Score -2.294403e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -22949910.000000 Penalty: 5994.425781
	Iteration 8F: 3 clusters Score -2.294991e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -22955062.000000 Penalty: 5994.425781
	Iteration 9F: 3 clusters Score -2.295506e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -22958802.000000 Penalty: 5994.425781
	Iteration 10Q: 3 clusters Score -2.29588e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -22961044.000000 Penalty: 5994.425781
	Iteration 11Q: 3 clusters Score -2.296104e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -22962312.000000 Penalty: 5994.425781
	Iteration 12Q: 3 clusters Score -2.296231e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -22962860.000000 Penalty: 5994.425781
	Iteration 13Q: 3 clusters Score -2.296286e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -22963328.000000 Penalty: 5994.425781
	Iteration 14Q: 3 clusters Score -2.296333e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -22963854.000000 Penalty: 5994.425781
	Iteration 15Q: 3 clusters Score -2.296385e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128973 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -22964304.000000 Penalty: 5994.425781
	Iteration 16Q: 3 clusters Score -2.29643e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -22964730.000000 Penalty: 5994.425781
	Iteration 17Q: 3 clusters Score -2.296473e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132986 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -22965224.000000 Penalty: 5994.425781
	Iteration 18Q: 3 clusters Score -2.296522e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -22965636.000000 Penalty: 5994.425781
	Iteration 19Q: 3 clusters Score -2.296564e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -22966238.000000 Penalty: 5994.425781
	Iteration 20F: 3 clusters Score -2.296624e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -22966934.000000 Penalty: 5994.425781
	Iteration 21Q: 3 clusters Score -2.296693e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -22967578.000000 Penalty: 5994.425781
	Iteration 22Q: 3 clusters Score -2.296758e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144621 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -22968300.000000 Penalty: 5994.425781
	Iteration 23Q: 3 clusters Score -2.29683e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -22969050.000000 Penalty: 5994.425781
	Iteration 24Q: 3 clusters Score -2.296905e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -22970082.000000 Penalty: 5994.425781
	Iteration 25Q: 3 clusters Score -2.297008e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -22970972.000000 Penalty: 5994.425781
	Iteration 26Q: 3 clusters Score -2.297097e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -22972070.000000 Penalty: 5994.425781
	Iteration 27Q: 3 clusters Score -2.297207e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -22972942.000000 Penalty: 5994.425781
	Iteration 28Q: 3 clusters Score -2.297294e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -22973776.000000 Penalty: 5994.425781
	Iteration 29Q: 3 clusters Score -2.297378e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -22974934.000000 Penalty: 5994.425781
	Iteration 30Q: 3 clusters Score -2.297493e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -22976030.000000 Penalty: 5994.425781
	Iteration 31Q: 3 clusters Score -2.297603e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -22976894.000000 Penalty: 5994.425781
	Iteration 32Q: 3 clusters Score -2.297689e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -22977642.000000 Penalty: 5994.425781
	Iteration 33Q: 3 clusters Score -2.297764e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169688 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -22978316.000000 Penalty: 5994.425781
	Iteration 34Q: 3 clusters Score -2.297832e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -22978918.000000 Penalty: 5994.425781
	Iteration 35Q: 3 clusters Score -2.297892e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -22979394.000000 Penalty: 5994.425781
	Iteration 36Q: 3 clusters Score -2.297939e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -22979736.000000 Penalty: 5994.425781
	Iteration 37Q: 3 clusters Score -2.297974e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22980108.000000 Penalty: 5994.425781
	Iteration 38Q: 3 clusters Score -2.298011e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22980320.000000 Penalty: 5994.425781
	Iteration 39Q: 3 clusters Score -2.298032e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22980478.000000 Penalty: 5994.425781
	Iteration 40F: 3 clusters Score -2.298048e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -22980580.000000 Penalty: 5994.425781
	Iteration 41Q: 3 clusters Score -2.298058e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175176 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22980716.000000 Penalty: 5994.425781
	Iteration 42Q: 3 clusters Score -2.298072e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22980820.000000 Penalty: 5994.425781
	Iteration 43Q: 3 clusters Score -2.298082e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22980892.000000 Penalty: 5994.425781
	Iteration 44Q: 3 clusters Score -2.298089e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22980954.000000 Penalty: 5994.425781
	Iteration 45Q: 3 clusters Score -2.298095e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22981012.000000 Penalty: 5994.425781
	Iteration 46Q: 3 clusters Score -2.298101e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22981044.000000 Penalty: 5994.425781
	Iteration 47Q: 3 clusters Score -2.298104e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22981124.000000 Penalty: 5994.425781
	Iteration 48Q: 3 clusters Score -2.298112e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175983 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22981128.000000 Penalty: 5994.425781
	Iteration 49Q: 3 clusters Score -2.298113e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22981190.000000 Penalty: 5994.425781
	Iteration 50Q: 3 clusters Score -2.298119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22981226.000000 Penalty: 5994.425781
	Iteration 51Q: 3 clusters Score -2.298123e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176093 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22981240.000000 Penalty: 5994.425781
	Iteration 52Q: 3 clusters Score -2.298124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22981262.000000 Penalty: 5994.425781
	Iteration 53Q: 3 clusters Score -2.298126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176149 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22981274.000000 Penalty: 5994.425781
	Iteration 54Q: 3 clusters Score -2.298127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22981304.000000 Penalty: 5994.425781
	Iteration 55Q: 3 clusters Score -2.29813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176188 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22981296.000000 Penalty: 5994.425781
	Iteration 56Q: 3 clusters Score -2.29813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176202 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22981306.000000 Penalty: 5994.425781
	Iteration 57Q: 3 clusters Score -2.298131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22981322.000000 Penalty: 5994.425781
	Iteration 58Q: 3 clusters Score -2.298132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22981310.000000 Penalty: 5994.425781
	Iteration 59Q: 3 clusters Score -2.298131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22981326.000000 Penalty: 5994.425781
	Iteration 60F: 3 clusters Score -2.298133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22981342.000000 Penalty: 5994.425781
	Iteration 61Q: 3 clusters Score -2.298134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22981350.000000 Penalty: 5994.425781
	Iteration 62Q: 3 clusters Score -2.298135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22981362.000000 Penalty: 5994.425781
	Iteration 63Q: 3 clusters Score -2.298136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176291 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22981344.000000 Penalty: 5994.425781
	Iteration 64Q: 3 clusters Score -2.298134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -22981338.000000 Penalty: 5994.425781
	Iteration 65Q: 3 clusters Score -2.298134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22981358.000000 Penalty: 5994.425781
	Iteration 66Q: 3 clusters Score -2.298136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22981360.000000 Penalty: 5994.425781
	Iteration 67Q: 3 clusters Score -2.298136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176315 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22981368.000000 Penalty: 5994.425781
	Iteration 68Q: 3 clusters Score -2.298137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22981352.000000 Penalty: 5994.425781
	Iteration 69Q: 3 clusters Score -2.298135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22981362.000000 Penalty: 5994.425781
	Iteration 70Q: 3 clusters Score -2.298136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22981370.000000 Penalty: 5994.425781
	Iteration 71Q: 3 clusters Score -2.298137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22981362.000000 Penalty: 5994.425781
	Iteration 72Q: 3 clusters Score -2.298136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22981360.000000 Penalty: 5994.425781
	Iteration 73Q: 3 clusters Score -2.298136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176348 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22981364.000000 Penalty: 5994.425781
	Iteration 74Q: 3 clusters Score -2.298136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176354 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22981382.000000 Penalty: 5994.425781
	Iteration 75Q: 3 clusters Score -2.298138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22981386.000000 Penalty: 5994.425781
	Iteration 76Q: 3 clusters Score -2.298139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176362 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22981388.000000 Penalty: 5994.425781
	Iteration 77Q: 3 clusters Score -2.298139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22981376.000000 Penalty: 5994.425781
	Iteration 78Q: 3 clusters Score -2.298138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176369 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22981374.000000 Penalty: 5994.425781
	Iteration 79Q: 3 clusters Score -2.298137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176369 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22981374.000000 Penalty: 5994.425781
	Iteration 80F: 3 clusters Score -2.298137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -57249.683594 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -57249.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55739.667969 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -55739.67 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56132.175781 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -56132.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56546.406250 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -56546.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56825.363281 Penalty: 3108.531494
	Iteration 3F: 3 clusters Score -56825.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56878.417969 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -56878.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56896.753906 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -56896.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56918.343750 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -56918.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56935.160156 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -56935.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57005.101562 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -57005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57009.511719 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -57009.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57013.519531 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -57013.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57025.281250 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -57025.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57031.019531 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -57031.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57033.800781 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -57033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57033.800781 Penalty: 3108.531494
	Iteration 14F: 3 clusters Score -57033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200705 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167645 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64371 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59313 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 179000 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 177289 members 
Mstep: Class 20 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540496.000000 Penalty: 72410.773438
Iteration 79Q: 22 clusters Score -1.385405e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200629 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167689 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 202963 members 
Mstep: Class 11 contains 64363 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59349 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 179221 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 177032 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540816.000000 Penalty: 72410.773438
Iteration 80F: 22 clusters Score -1.385408e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200596 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167657 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 202956 members 
Mstep: Class 11 contains 64353 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59378 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 179398 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 176816 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 81Q: 22 clusters Score -1.385413e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200556 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167650 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 202945 members 
Mstep: Class 11 contains 64339 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59409 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 179599 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 176624 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541600.000000 Penalty: 72410.773438
Iteration 82Q: 22 clusters Score -1.385416e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200475 members 
Mstep: Class 4 contains 7862 members 
Mstep: Class 5 contains 167628 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 202966 members 
Mstep: Class 11 contains 64336 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59435 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6051 members 
Mstep: Class 17 contains 179825 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 176467 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 83Q: 22 clusters Score -1.385416e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200413 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167650 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 202986 members 
Mstep: Class 11 contains 64342 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59465 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6046 members 
Mstep: Class 17 contains 179980 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 176291 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541840.000000 Penalty: 72410.773438
Iteration 84Q: 22 clusters Score -1.385418e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200350 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167681 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 271 members 
Mstep: Class 10 contains 202990 members 
Mstep: Class 11 contains 64348 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59495 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 180105 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 176155 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542048.000000 Penalty: 72410.773438
Iteration 85Q: 22 clusters Score -1.38542e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200359 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 167696 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 202996 members 
Mstep: Class 11 contains 64348 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59506 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 180156 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 176049 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541936.000000 Penalty: 72410.773438
Iteration 86Q: 22 clusters Score -1.385419e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200329 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167672 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203020 members 
Mstep: Class 11 contains 64340 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59522 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 180203 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 176014 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541808.000000 Penalty: 72410.773438
Iteration 87Q: 22 clusters Score -1.385418e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200264 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 167675 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203068 members 
Mstep: Class 11 contains 64333 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59537 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 180234 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 175978 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1138 members 
Entering Unmasked Estep 
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Score: -138541744.000000 Penalty: 72410.773438
Iteration 88Q: 22 clusters Score -1.385417e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200198 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 167656 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203108 members 
Mstep: Class 11 contains 64333 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59551 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 180254 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 175960 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541792.000000 Penalty: 72410.773438
Iteration 89Q: 22 clusters Score -1.385418e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200118 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167664 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203135 members 
Mstep: Class 11 contains 64339 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59573 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 180264 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 175943 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541600.000000 Penalty: 72410.773438
Iteration 90Q: 22 clusters Score -1.385416e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 200026 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 167680 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3243 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203170 members 
Mstep: Class 11 contains 64342 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59591 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6043 members 
Mstep: Class 17 contains 180267 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 175928 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 91Q: 22 clusters Score -1.385415e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199932 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 167675 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3244 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203242 members 
Mstep: Class 11 contains 64342 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59610 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6049 members 
Mstep: Class 17 contains 180242 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 175947 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 92Q: 22 clusters Score -1.385416e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199867 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 167679 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203314 members 
Mstep: Class 11 contains 64336 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59625 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 180197 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 175960 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 93Q: 22 clusters Score -1.385416e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199765 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 167680 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203320 members 
Mstep: Class 11 contains 64334 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59643 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6058 members 
Mstep: Class 17 contains 180255 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 175969 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541680.000000 Penalty: 72410.773438
Iteration 94Q: 22 clusters Score -1.385417e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199686 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 167692 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203291 members 
Mstep: Class 11 contains 64333 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59654 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6066 members 
Mstep: Class 17 contains 180345 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 175933 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1143 members 
Entering Unmasked Estep 
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Score: -138541392.000000 Penalty: 72410.773438
Iteration 95Q: 22 clusters Score -1.385414e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199605 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 167704 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203271 members 
Mstep: Class 11 contains 64333 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59664 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6069 members 
Mstep: Class 17 contains 180414 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 175911 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541696.000000 Penalty: 72410.773438
Iteration 96Q: 22 clusters Score -1.385417e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199550 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 167726 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203253 members 
Mstep: Class 11 contains 64324 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59675 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 17 contains 180449 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 175900 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1143 members 
Entering Unmasked Estep 
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Score: -138541968.000000 Penalty: 72410.773438
Iteration 97Q: 22 clusters Score -1.38542e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199464 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 167752 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203280 members 
Mstep: Class 11 contains 64319 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59688 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 180448 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 175906 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1143 members 
Entering Unmasked Estep 
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Score: -138541984.000000 Penalty: 72410.773438
Iteration 98Q: 22 clusters Score -1.38542e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199387 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 167788 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203314 members 
Mstep: Class 11 contains 64317 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59695 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 180451 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 175887 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541952.000000 Penalty: 72410.773438
Iteration 99Q: 22 clusters Score -1.38542e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199350 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 167805 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 203316 members 
Mstep: Class 11 contains 64311 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59712 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 180462 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 175880 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 1144 members 
Entering Unmasked Estep 
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Score: -138541920.000000 Penalty: 72410.773438
Iteration 100F: 22 clusters Score -1.385419e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199285 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 167829 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 271 members 
Mstep: Class 10 contains 203315 members 
Mstep: Class 11 contains 64311 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59730 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 180464 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 175901 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1145 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.385418e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199179 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 167848 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203310 members 
Mstep: Class 11 contains 64312 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59746 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 180488 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 175958 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1148 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.385417e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199174 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 167865 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203309 members 
Mstep: Class 11 contains 64308 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59764 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 180466 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 175957 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1149 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.385414e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199163 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 167872 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203315 members 
Mstep: Class 11 contains 64306 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59771 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 180464 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1150 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.385415e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199149 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 167888 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203309 members 
Mstep: Class 11 contains 64306 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59777 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 180453 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 175960 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1150 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.385413e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199123 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 167911 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203306 members 
Mstep: Class 11 contains 64302 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59788 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6099 members 
Mstep: Class 17 contains 180439 members 
Mstep: Class 18 contains 11289 members 
Mstep: Class 19 contains 175960 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1150 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.385414e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 199055 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 167915 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203315 members 
Mstep: Class 11 contains 64310 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59797 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6109 members 
Mstep: Class 17 contains 180446 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 175967 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1150 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.385414e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198943 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 167930 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203349 members 
Mstep: Class 11 contains 64318 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59806 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6110 members 
Mstep: Class 17 contains 180458 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 175985 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.385415e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198840 members 
Mstep: Class 4 contains 7883 members 
Mstep: Class 5 contains 167962 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203366 members 
Mstep: Class 11 contains 64318 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59823 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 180430 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 176028 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 109Q: 22 clusters Score -1.385415e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198748 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 167999 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203360 members 
Mstep: Class 11 contains 64318 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59826 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 17 contains 180433 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 176069 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 110Q: 22 clusters Score -1.385416e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198696 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 168026 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203323 members 
Mstep: Class 11 contains 64315 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59844 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 180423 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 176101 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 111Q: 22 clusters Score -1.385415e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198638 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 168044 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203299 members 
Mstep: Class 11 contains 64313 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59854 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6140 members 
Mstep: Class 17 contains 180421 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 176136 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541712.000000 Penalty: 72410.773438
Iteration 112Q: 22 clusters Score -1.385417e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198569 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 168065 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203250 members 
Mstep: Class 11 contains 64308 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59869 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 180427 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 176201 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541872.000000 Penalty: 72410.773438
Iteration 113Q: 22 clusters Score -1.385419e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198490 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 168068 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203213 members 
Mstep: Class 11 contains 64304 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59875 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6159 members 
Mstep: Class 17 contains 180449 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 176263 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541888.000000 Penalty: 72410.773438
Iteration 114Q: 22 clusters Score -1.385419e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198432 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 168078 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203185 members 
Mstep: Class 11 contains 64303 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59885 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 180454 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 176301 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541872.000000 Penalty: 72410.773438
Iteration 115Q: 22 clusters Score -1.385419e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198359 members 
Mstep: Class 4 contains 7901 members 
Mstep: Class 5 contains 168081 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203141 members 
Mstep: Class 11 contains 64301 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59896 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6175 members 
Mstep: Class 17 contains 180490 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 176353 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541840.000000 Penalty: 72410.773438
Iteration 116Q: 22 clusters Score -1.385418e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198293 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 168099 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203118 members 
Mstep: Class 11 contains 64295 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59907 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 180521 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 176384 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 117Q: 22 clusters Score -1.385418e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198231 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 168095 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203078 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59920 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 17 contains 180580 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 176410 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541792.000000 Penalty: 72410.773438
Iteration 118Q: 22 clusters Score -1.385418e+08 nChanged 641
Entering ConstructFrom: 
Score: -138541792.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21106.107422 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21106.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21215.068359 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21215.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21374.722656 Penalty: 2672.979736
	Iteration 2F: 3 clusters Score -21374.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21438.283203 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21438.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21479.886719 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21479.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21512.281250 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21512.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21553.882812 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -21553.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21553.882812 Penalty: 2672.979736
	Iteration 7F: 3 clusters Score -21553.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95067.937500 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95067.94 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95388.148438 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95388.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95532.179688 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95532.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95690.289062 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -95690.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95867.718750 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95867.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95968.609375 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95968.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96021.703125 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -96021.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96055.328125 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -96055.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96069.703125 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -96069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96086.539062 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -96086.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96101.281250 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -96101.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96112.039062 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -96112.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96119.328125 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -96119.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96124.195312 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -96124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96132.257812 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -96132.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96137.476562 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -96137.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96143.867188 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -96143.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96145.757812 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -96145.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96146.562500 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -96146.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96146.562500 Penalty: 3348.546387
	Iteration 19F: 3 clusters Score -96146.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (198198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198198 members 
Entering Unmasked Estep 
Score: -25581122.000000 Penalty: 3024.861328
	Iteration 0F: 2 clusters Score -2.558112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -25453010.000000 Penalty: 6049.722656
	Iteration 0F: 3 clusters Score -2.545301e+07 nChanged 95298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -25509872.000000 Penalty: 6049.722656
	Iteration 1F: 3 clusters Score -2.550987e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -25511956.000000 Penalty: 6049.722656
	Iteration 2Q: 3 clusters Score -2.551196e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -25515332.000000 Penalty: 6049.722656
	Iteration 3Q: 3 clusters Score -2.551533e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -25520558.000000 Penalty: 6049.722656
	Iteration 4F: 3 clusters Score -2.552056e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133553 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -25528668.000000 Penalty: 6049.722656
	Iteration 5F: 3 clusters Score -2.552867e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -25539576.000000 Penalty: 6049.722656
	Iteration 6F: 3 clusters Score -2.553958e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -25552040.000000 Penalty: 6049.722656
	Iteration 7F: 3 clusters Score -2.555204e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -25562338.000000 Penalty: 6049.722656
	Iteration 8F: 3 clusters Score -2.556234e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -25568848.000000 Penalty: 6049.722656
	Iteration 9Q: 3 clusters Score -2.556885e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182285 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -25572556.000000 Penalty: 6049.722656
	Iteration 10Q: 3 clusters Score -2.557256e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184665 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -25574964.000000 Penalty: 6049.722656
	Iteration 11Q: 3 clusters Score -2.557496e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186167 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -25576600.000000 Penalty: 6049.722656
	Iteration 12Q: 3 clusters Score -2.55766e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -25577734.000000 Penalty: 6049.722656
	Iteration 13Q: 3 clusters Score -2.557773e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187649 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -25578496.000000 Penalty: 6049.722656
	Iteration 14Q: 3 clusters Score -2.55785e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187981 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -25579016.000000 Penalty: 6049.722656
	Iteration 15Q: 3 clusters Score -2.557902e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188215 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -25579376.000000 Penalty: 6049.722656
	Iteration 16Q: 3 clusters Score -2.557938e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -25579560.000000 Penalty: 6049.722656
	Iteration 17Q: 3 clusters Score -2.557956e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -25579706.000000 Penalty: 6049.722656
	Iteration 18Q: 3 clusters Score -2.557971e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188619 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -25579758.000000 Penalty: 6049.722656
	Iteration 19Q: 3 clusters Score -2.557976e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188720 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -25579830.000000 Penalty: 6049.722656
	Iteration 20F: 3 clusters Score -2.557983e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188784 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -25579844.000000 Penalty: 6049.722656
	Iteration 21Q: 3 clusters Score -2.557984e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188814 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -25579858.000000 Penalty: 6049.722656
	Iteration 22Q: 3 clusters Score -2.557986e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188850 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -25579854.000000 Penalty: 6049.722656
	Iteration 23Q: 3 clusters Score -2.557985e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188889 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -25579852.000000 Penalty: 6049.722656
	Iteration 24Q: 3 clusters Score -2.557985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -25579846.000000 Penalty: 6049.722656
	Iteration 25Q: 3 clusters Score -2.557985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -25579862.000000 Penalty: 6049.722656
	Iteration 26Q: 3 clusters Score -2.557986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -25579868.000000 Penalty: 6049.722656
	Iteration 27Q: 3 clusters Score -2.557987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188945 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -25579872.000000 Penalty: 6049.722656
	Iteration 28Q: 3 clusters Score -2.557987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -25579888.000000 Penalty: 6049.722656
	Iteration 29Q: 3 clusters Score -2.557989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188953 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -25579894.000000 Penalty: 6049.722656
	Iteration 30Q: 3 clusters Score -2.557989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188956 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -25579902.000000 Penalty: 6049.722656
	Iteration 31Q: 3 clusters Score -2.55799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188956 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -25579894.000000 Penalty: 6049.722656
	Iteration 32Q: 3 clusters Score -2.557989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188958 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -25579880.000000 Penalty: 6049.722656
	Iteration 33Q: 3 clusters Score -2.557988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188963 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -25579916.000000 Penalty: 6049.722656
	Iteration 34Q: 3 clusters Score -2.557992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -25579890.000000 Penalty: 6049.722656
	Iteration 35Q: 3 clusters Score -2.557989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188970 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -25579900.000000 Penalty: 6049.722656
	Iteration 36Q: 3 clusters Score -2.55799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188970 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -25579896.000000 Penalty: 6049.722656
	Iteration 37Q: 3 clusters Score -2.55799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188976 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -25579886.000000 Penalty: 6049.722656
	Iteration 38Q: 3 clusters Score -2.557989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188979 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -25579886.000000 Penalty: 6049.722656
	Iteration 39Q: 3 clusters Score -2.557989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188979 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -25579878.000000 Penalty: 6049.722656
	Iteration 40F: 3 clusters Score -2.557988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -25579890.000000 Penalty: 6049.722656
	Iteration 41Q: 3 clusters Score -2.557989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188988 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -25579890.000000 Penalty: 6049.722656
	Iteration 42Q: 3 clusters Score -2.557989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -25579912.000000 Penalty: 6049.722656
	Iteration 43Q: 3 clusters Score -2.557991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188998 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -25579912.000000 Penalty: 6049.722656
	Iteration 44Q: 3 clusters Score -2.557991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -25579892.000000 Penalty: 6049.722656
	Iteration 45Q: 3 clusters Score -2.557989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -25579918.000000 Penalty: 6049.722656
	Iteration 46Q: 3 clusters Score -2.557992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -25579934.000000 Penalty: 6049.722656
	Iteration 47Q: 3 clusters Score -2.557993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -25579934.000000 Penalty: 6049.722656
	Iteration 48Q: 3 clusters Score -2.557993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -25579926.000000 Penalty: 6049.722656
	Iteration 49Q: 3 clusters Score -2.557993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189019 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -25579924.000000 Penalty: 6049.722656
	Iteration 50Q: 3 clusters Score -2.557992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -25579934.000000 Penalty: 6049.722656
	Iteration 51Q: 3 clusters Score -2.557993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -25579934.000000 Penalty: 6049.722656
	Iteration 52F: 3 clusters Score -2.557993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -966679.250000 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -966679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -960313.062500 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -960313.1 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -962042.625000 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -962042.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -962371.500000 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -962371.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -962645.875000 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -962645.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -962917.250000 Penalty: 4451.724609
	Iteration 4F: 3 clusters Score -962917.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -963180.125000 Penalty: 4451.724609
	Iteration 5F: 3 clusters Score -963180.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -963437.437500 Penalty: 4451.724609
	Iteration 6Q: 3 clusters Score -963437.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -963710.625000 Penalty: 4451.724609
	Iteration 7Q: 3 clusters Score -963710.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -963961.875000 Penalty: 4451.724609
	Iteration 8Q: 3 clusters Score -963961.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -964174.687500 Penalty: 4451.724609
	Iteration 9Q: 3 clusters Score -964174.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -964348.687500 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -964348.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -964502.312500 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -964502.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -964625.375000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -964625.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -964705.125000 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -964705.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -964789.625000 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -964789.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -964856.500000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -964856.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -964918.187500 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -964918.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -964969.312500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -964969.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -965013.750000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -965013.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -965048.750000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -965048.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -965094.125000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -965094.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -965133.437500 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -965133.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -965163.500000 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -965163.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -965194.687500 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -965194.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -965230.312500 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -965230.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -965261.312500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -965261.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -965276.687500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -965276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -965288.000000 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -965288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -965299.187500 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -965299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -965303.687500 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -965303.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -965306.312500 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -965306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -965309.187500 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -965309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -965310.875000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -965310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -965311.437500 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -965311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -965313.687500 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -965313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -965314.125000 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -965314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -965317.125000 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -965317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -965318.000000 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -965318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -965318.000000 Penalty: 4451.724609
	Iteration 38F: 3 clusters Score -965318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Entering Unmasked Estep 
Score: -21704466.000000 Penalty: 2984.012451
	Iteration 0F: 2 clusters Score -2.170447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -21596174.000000 Penalty: 5968.024902
	Iteration 0F: 3 clusters Score -2.159617e+07 nChanged 80816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -21643964.000000 Penalty: 5968.024902
	Iteration 1F: 3 clusters Score -2.164396e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -21645290.000000 Penalty: 5968.024902
	Iteration 2Q: 3 clusters Score -2.164529e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -21647282.000000 Penalty: 5968.024902
	Iteration 3Q: 3 clusters Score -2.164728e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -21650394.000000 Penalty: 5968.024902
	Iteration 4Q: 3 clusters Score -2.165039e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -21655066.000000 Penalty: 5968.024902
	Iteration 5F: 3 clusters Score -2.165507e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -21663176.000000 Penalty: 5968.024902
	Iteration 6F: 3 clusters Score -2.166318e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -21674050.000000 Penalty: 5968.024902
	Iteration 7F: 3 clusters Score -2.167405e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 121213 members 
Entering Unmasked Estep 
Score: -21686378.000000 Penalty: 5968.024902
	Iteration 8F: 3 clusters Score -2.168638e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -21695318.000000 Penalty: 5968.024902
	Iteration 9F: 3 clusters Score -2.169532e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -21699314.000000 Penalty: 5968.024902
	Iteration 10Q: 3 clusters Score -2.169931e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 128508 members 
Entering Unmasked Estep 
Score: -21700568.000000 Penalty: 5968.024902
	Iteration 11Q: 3 clusters Score -2.170057e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -21701272.000000 Penalty: 5968.024902
	Iteration 12Q: 3 clusters Score -2.170127e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -21701652.000000 Penalty: 5968.024902
	Iteration 13Q: 3 clusters Score -2.170165e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -21701906.000000 Penalty: 5968.024902
	Iteration 14Q: 3 clusters Score -2.170191e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 129628 members 
Entering Unmasked Estep 
Score: -21702074.000000 Penalty: 5968.024902
	Iteration 15Q: 3 clusters Score -2.170207e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -21702166.000000 Penalty: 5968.024902
	Iteration 16Q: 3 clusters Score -2.170217e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -21702212.000000 Penalty: 5968.024902
	Iteration 17Q: 3 clusters Score -2.170221e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -21702226.000000 Penalty: 5968.024902
	Iteration 18Q: 3 clusters Score -2.170223e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 129738 members 
Entering Unmasked Estep 
Score: -21702270.000000 Penalty: 5968.024902
	Iteration 19Q: 3 clusters Score -2.170227e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -21702276.000000 Penalty: 5968.024902
	Iteration 20F: 3 clusters Score -2.170228e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 129739 members 
Entering Unmasked Estep 
Score: -21702240.000000 Penalty: 5968.024902
	Iteration 21Q: 3 clusters Score -2.170224e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -21702234.000000 Penalty: 5968.024902
	Iteration 22Q: 3 clusters Score -2.170223e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 129738 members 
Entering Unmasked Estep 
Score: -21702234.000000 Penalty: 5968.024902
	Iteration 23Q: 3 clusters Score -2.170223e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 129714 members 
Entering Unmasked Estep 
Score: -21702244.000000 Penalty: 5968.024902
	Iteration 24Q: 3 clusters Score -2.170224e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 129690 members 
Entering Unmasked Estep 
Score: -21702308.000000 Penalty: 5968.024902
	Iteration 25Q: 3 clusters Score -2.170231e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -21702276.000000 Penalty: 5968.024902
	Iteration 26Q: 3 clusters Score -2.170228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 129627 members 
Entering Unmasked Estep 
Score: -21702288.000000 Penalty: 5968.024902
	Iteration 27Q: 3 clusters Score -2.170229e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 129603 members 
Entering Unmasked Estep 
Score: -21702302.000000 Penalty: 5968.024902
	Iteration 28Q: 3 clusters Score -2.17023e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -21702316.000000 Penalty: 5968.024902
	Iteration 29Q: 3 clusters Score -2.170232e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -21702348.000000 Penalty: 5968.024902
	Iteration 30Q: 3 clusters Score -2.170235e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 129538 members 
Entering Unmasked Estep 
Score: -21702344.000000 Penalty: 5968.024902
	Iteration 31Q: 3 clusters Score -2.170234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -21702330.000000 Penalty: 5968.024902
	Iteration 32Q: 3 clusters Score -2.170233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -21702342.000000 Penalty: 5968.024902
	Iteration 33Q: 3 clusters Score -2.170234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -21702350.000000 Penalty: 5968.024902
	Iteration 34Q: 3 clusters Score -2.170235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -21702358.000000 Penalty: 5968.024902
	Iteration 35Q: 3 clusters Score -2.170236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 129452 members 
Entering Unmasked Estep 
Score: -21702348.000000 Penalty: 5968.024902
	Iteration 36Q: 3 clusters Score -2.170235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -21702342.000000 Penalty: 5968.024902
	Iteration 37Q: 3 clusters Score -2.170234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -21702372.000000 Penalty: 5968.024902
	Iteration 38Q: 3 clusters Score -2.170237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -21702368.000000 Penalty: 5968.024902
	Iteration 39Q: 3 clusters Score -2.170237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 129431 members 
Entering Unmasked Estep 
Score: -21702382.000000 Penalty: 5968.024902
	Iteration 40F: 3 clusters Score -2.170238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
Score: -21702388.000000 Penalty: 5968.024902
	Iteration 41Q: 3 clusters Score -2.170239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -21702400.000000 Penalty: 5968.024902
	Iteration 42Q: 3 clusters Score -2.17024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -21702408.000000 Penalty: 5968.024902
	Iteration 43Q: 3 clusters Score -2.170241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -21702374.000000 Penalty: 5968.024902
	Iteration 44Q: 3 clusters Score -2.170237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -21702380.000000 Penalty: 5968.024902
	Iteration 45Q: 3 clusters Score -2.170238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -21702364.000000 Penalty: 5968.024902
	Iteration 46Q: 3 clusters Score -2.170236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -21702374.000000 Penalty: 5968.024902
	Iteration 47Q: 3 clusters Score -2.170237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -21702374.000000 Penalty: 5968.024902
	Iteration 48Q: 3 clusters Score -2.170237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -21702376.000000 Penalty: 5968.024902
	Iteration 49Q: 3 clusters Score -2.170238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 129354 members 
Entering Unmasked Estep 
Score: -21702370.000000 Penalty: 5968.024902
	Iteration 50Q: 3 clusters Score -2.170237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -21702370.000000 Penalty: 5968.024902
	Iteration 51Q: 3 clusters Score -2.170237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 129341 members 
Entering Unmasked Estep 
Score: -21702358.000000 Penalty: 5968.024902
	Iteration 52Q: 3 clusters Score -2.170236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -21702342.000000 Penalty: 5968.024902
	Iteration 53Q: 3 clusters Score -2.170234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -21702350.000000 Penalty: 5968.024902
	Iteration 54Q: 3 clusters Score -2.170235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 129330 members 
Entering Unmasked Estep 
Score: -21702348.000000 Penalty: 5968.024902
	Iteration 55Q: 3 clusters Score -2.170235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -21702344.000000 Penalty: 5968.024902
	Iteration 56Q: 3 clusters Score -2.170234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -21702344.000000 Penalty: 5968.024902
	Iteration 57Q: 3 clusters Score -2.170234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -21702344.000000 Penalty: 5968.024902
	Iteration 58Q: 3 clusters Score -2.170234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 129323 members 
Entering Unmasked Estep 
Score: -21702356.000000 Penalty: 5968.024902
	Iteration 59Q: 3 clusters Score -2.170236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 129323 members 
Entering Unmasked Estep 
Score: -21702346.000000 Penalty: 5968.024902
	Iteration 60F: 3 clusters Score -2.170235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -21702340.000000 Penalty: 5968.024902
	Iteration 61Q: 3 clusters Score -2.170234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
Score: -21702348.000000 Penalty: 5968.024902
	Iteration 62Q: 3 clusters Score -2.170235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -21702346.000000 Penalty: 5968.024902
	Iteration 63Q: 3 clusters Score -2.170235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -21702338.000000 Penalty: 5968.024902
	Iteration 64Q: 3 clusters Score -2.170234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -21702340.000000 Penalty: 5968.024902
	Iteration 65Q: 3 clusters Score -2.170234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -21702340.000000 Penalty: 5968.024902
	Iteration 66Q: 3 clusters Score -2.170234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -21702340.000000 Penalty: 5968.024902
	Iteration 67Q: 3 clusters Score -2.170234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -21702340.000000 Penalty: 5968.024902
	Iteration 68F: 3 clusters Score -2.170234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -594127.000000 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -594127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -589867.875000 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -589867.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -590799.812500 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -590799.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -590978.250000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -590978.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -591090.312500 Penalty: 4184.892578
	Iteration 3Q: 3 clusters Score -591090.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -591190.125000 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -591190.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -591274.125000 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -591274.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -591344.125000 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -591344.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -591414.437500 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -591414.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -591483.312500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -591483.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -591551.500000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -591551.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -591609.812500 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -591609.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -591655.062500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -591655.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -591688.625000 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -591688.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -591716.562500 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -591716.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -591747.937500 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -591747.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -591785.062500 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -591785.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -591825.562500 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -591825.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -591862.562500 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -591862.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -591903.625000 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -591903.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -591947.125000 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -591947.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -591984.937500 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -591984.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -592023.937500 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -592023.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -592053.437500 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -592053.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -592082.750000 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -592082.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -592116.437500 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -592116.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -592146.125000 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -592146.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -592169.812500 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -592169.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -592184.000000 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -592184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -592201.875000 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -592201.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -592222.937500 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -592222.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -592240.187500 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -592240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -592256.625000 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -592256.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -592276.875000 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -592276.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -592300.812500 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -592300.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -592322.187500 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -592322.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -592338.562500 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -592338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -592356.750000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -592356.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -592376.687500 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -592376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -592383.875000 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -592383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -592389.375000 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -592389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -592392.937500 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -592392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -592401.500000 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -592401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -592410.750000 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -592410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -592416.125000 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -592416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -592419.062500 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -592419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -592426.375000 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -592426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -592432.375000 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -592432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -592439.312500 Penalty: 4184.892578
	Iteration 47Q: 3 clusters Score -592439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -592444.187500 Penalty: 4184.892578
	Iteration 48Q: 3 clusters Score -592444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -592447.875000 Penalty: 4184.892578
	Iteration 49Q: 3 clusters Score -592447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -592448.562500 Penalty: 4184.892578
	Iteration 50Q: 3 clusters Score -592448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -592451.500000 Penalty: 4184.892578
	Iteration 51Q: 3 clusters Score -592451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -592452.062500 Penalty: 4184.892578
	Iteration 52Q: 3 clusters Score -592452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -592454.187500 Penalty: 4184.892578
	Iteration 53Q: 3 clusters Score -592454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -592458.000000 Penalty: 4184.892578
	Iteration 54Q: 3 clusters Score -592458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -592459.687500 Penalty: 4184.892578
	Iteration 55Q: 3 clusters Score -592459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -592461.312500 Penalty: 4184.892578
	Iteration 56Q: 3 clusters Score -592461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -592463.812500 Penalty: 4184.892578
	Iteration 57Q: 3 clusters Score -592463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -592466.687500 Penalty: 4184.892578
	Iteration 58Q: 3 clusters Score -592466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -592468.562500 Penalty: 4184.892578
	Iteration 59Q: 3 clusters Score -592468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -592468.625000 Penalty: 4184.892578
	Iteration 60F: 3 clusters Score -592468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -592470.937500 Penalty: 4184.892578
	Iteration 61Q: 3 clusters Score -592470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -592471.500000 Penalty: 4184.892578
	Iteration 62Q: 3 clusters Score -592471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -592471.437500 Penalty: 4184.892578
	Iteration 63Q: 3 clusters Score -592471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -592473.312500 Penalty: 4184.892578
	Iteration 64Q: 3 clusters Score -592473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -592473.312500 Penalty: 4184.892578
	Iteration 65F: 3 clusters Score -592473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -56011.140625 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -56011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54505.617188 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -54505.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54671.406250 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -54671.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54707.839844 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -54707.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54726.539062 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -54726.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54739.574219 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -54739.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54742.328125 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -54742.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54745.609375 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -54745.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54749.816406 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -54749.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54751.355469 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -54751.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54753.218750 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -54753.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54753.218750 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -54753.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -398846.000000 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -398846 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 1644 members 
Entering Unmasked Estep 
Score: -395462.343750 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -395462.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -396246.281250 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -396246.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -396472.781250 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -396472.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396614.968750 Penalty: 4012.079102
	Iteration 3F: 3 clusters Score -396615 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -396722.156250 Penalty: 4012.079102
	Iteration 4Q: 3 clusters Score -396722.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -396820.812500 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -396820.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -396907.718750 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -396907.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -396995.687500 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -396995.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -397074.000000 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -397074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -397130.875000 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -397130.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -397171.218750 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -397171.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -397209.906250 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -397209.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397249.875000 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -397249.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -397289.250000 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -397289.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -397313.968750 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -397314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -397341.187500 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -397341.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -397365.468750 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -397365.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -397388.187500 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -397388.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -397406.218750 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -397406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -397412.343750 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -397412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -397421.531250 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -397421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -397426.406250 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -397426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -397431.843750 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -397431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -397434.718750 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -397434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -397437.906250 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -397437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -397441.343750 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -397441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -397444.343750 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -397444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -397446.250000 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -397446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -397447.250000 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -397447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -397448.187500 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -397448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -397448.187500 Penalty: 4012.079102
	Iteration 30F: 3 clusters Score -397448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27418.525391 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27418.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27495.988281 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27495.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27519.470703 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27519.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27519.470703 Penalty: 2774.976807
	Iteration 3F: 3 clusters Score -27519.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (203028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203028 members 
Entering Unmasked Estep 
Score: -26207792.000000 Penalty: 3030.832520
	Iteration 0F: 2 clusters Score -2.620779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 101571 members 
Entering Unmasked Estep 
Score: -26075964.000000 Penalty: 6061.665039
	Iteration 0F: 3 clusters Score -2.607596e+07 nChanged 97971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -26132940.000000 Penalty: 6061.665039
	Iteration 1F: 3 clusters Score -2.613294e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -26133694.000000 Penalty: 6061.665039
	Iteration 2Q: 3 clusters Score -2.613369e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -26134898.000000 Penalty: 6061.665039
	Iteration 3Q: 3 clusters Score -2.61349e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -26136754.000000 Penalty: 6061.665039
	Iteration 4Q: 3 clusters Score -2.613675e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -26139290.000000 Penalty: 6061.665039
	Iteration 5Q: 3 clusters Score -2.613929e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -26143602.000000 Penalty: 6061.665039
	Iteration 6Q: 3 clusters Score -2.61436e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -26150044.000000 Penalty: 6061.665039
	Iteration 7F: 3 clusters Score -2.615004e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -26159928.000000 Penalty: 6061.665039
	Iteration 8F: 3 clusters Score -2.615993e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -26172044.000000 Penalty: 6061.665039
	Iteration 9F: 3 clusters Score -2.617204e+07 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -26183612.000000 Penalty: 6061.665039
	Iteration 10F: 3 clusters Score -2.618361e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -26190410.000000 Penalty: 6061.665039
	Iteration 11F: 3 clusters Score -2.619041e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 143689 members 
Entering Unmasked Estep 
Score: -26193966.000000 Penalty: 6061.665039
	Iteration 12Q: 3 clusters Score -2.619397e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
Score: -26196132.000000 Penalty: 6061.665039
	Iteration 13Q: 3 clusters Score -2.619613e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 148746 members 
Entering Unmasked Estep 
Score: -26197948.000000 Penalty: 6061.665039
	Iteration 14Q: 3 clusters Score -2.619795e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -26199272.000000 Penalty: 6061.665039
	Iteration 15Q: 3 clusters Score -2.619927e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -26200296.000000 Penalty: 6061.665039
	Iteration 16Q: 3 clusters Score -2.62003e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -26201198.000000 Penalty: 6061.665039
	Iteration 17Q: 3 clusters Score -2.62012e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 156276 members 
Entering Unmasked Estep 
Score: -26201878.000000 Penalty: 6061.665039
	Iteration 18Q: 3 clusters Score -2.620188e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -26202480.000000 Penalty: 6061.665039
	Iteration 19Q: 3 clusters Score -2.620248e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 159081 members 
Entering Unmasked Estep 
Score: -26202880.000000 Penalty: 6061.665039
	Iteration 20F: 3 clusters Score -2.620288e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -26203248.000000 Penalty: 6061.665039
	Iteration 21Q: 3 clusters Score -2.620325e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -26203530.000000 Penalty: 6061.665039
	Iteration 22Q: 3 clusters Score -2.620353e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -26203880.000000 Penalty: 6061.665039
	Iteration 23Q: 3 clusters Score -2.620388e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -26204214.000000 Penalty: 6061.665039
	Iteration 24Q: 3 clusters Score -2.620421e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -26204628.000000 Penalty: 6061.665039
	Iteration 25Q: 3 clusters Score -2.620463e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -26205046.000000 Penalty: 6061.665039
	Iteration 26Q: 3 clusters Score -2.620505e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 167348 members 
Entering Unmasked Estep 
Score: -26205386.000000 Penalty: 6061.665039
	Iteration 27Q: 3 clusters Score -2.620539e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -26205816.000000 Penalty: 6061.665039
	Iteration 28Q: 3 clusters Score -2.620582e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -26206104.000000 Penalty: 6061.665039
	Iteration 29Q: 3 clusters Score -2.62061e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -26206342.000000 Penalty: 6061.665039
	Iteration 30Q: 3 clusters Score -2.620634e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -26206678.000000 Penalty: 6061.665039
	Iteration 31Q: 3 clusters Score -2.620668e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -26206984.000000 Penalty: 6061.665039
	Iteration 32Q: 3 clusters Score -2.620698e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 175290 members 
Entering Unmasked Estep 
Score: -26207210.000000 Penalty: 6061.665039
	Iteration 33Q: 3 clusters Score -2.620721e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 176578 members 
Entering Unmasked Estep 
Score: -26207334.000000 Penalty: 6061.665039
	Iteration 34Q: 3 clusters Score -2.620733e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 177843 members 
Entering Unmasked Estep 
Score: -26207424.000000 Penalty: 6061.665039
	Iteration 35Q: 3 clusters Score -2.620742e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -26207500.000000 Penalty: 6061.665039
	Iteration 36Q: 3 clusters Score -2.62075e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 180287 members 
Entering Unmasked Estep 
Score: -26207550.000000 Penalty: 6061.665039
	Iteration 37Q: 3 clusters Score -2.620755e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 181430 members 
Entering Unmasked Estep 
Score: -26207508.000000 Penalty: 6061.665039
	Iteration 38Q: 3 clusters Score -2.620751e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 182548 members 
Entering Unmasked Estep 
Score: -26207504.000000 Penalty: 6061.665039
	Iteration 39Q: 3 clusters Score -2.62075e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -26207498.000000 Penalty: 6061.665039
	Iteration 40F: 3 clusters Score -2.62075e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -26207564.000000 Penalty: 6061.665039
	Iteration 41Q: 3 clusters Score -2.620756e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -26207508.000000 Penalty: 6061.665039
	Iteration 42Q: 3 clusters Score -2.620751e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 186306 members 
Entering Unmasked Estep 
Score: -26207536.000000 Penalty: 6061.665039
	Iteration 43Q: 3 clusters Score -2.620754e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 187199 members 
Entering Unmasked Estep 
Score: -26207420.000000 Penalty: 6061.665039
	Iteration 44Q: 3 clusters Score -2.620742e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 187985 members 
Entering Unmasked Estep 
Score: -26207382.000000 Penalty: 6061.665039
	Iteration 45Q: 3 clusters Score -2.620738e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 188729 members 
Entering Unmasked Estep 
Score: -26207322.000000 Penalty: 6061.665039
	Iteration 46Q: 3 clusters Score -2.620732e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 189461 members 
Entering Unmasked Estep 
Score: -26207292.000000 Penalty: 6061.665039
	Iteration 47Q: 3 clusters Score -2.620729e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -26207224.000000 Penalty: 6061.665039
	Iteration 48Q: 3 clusters Score -2.620722e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 190780 members 
Entering Unmasked Estep 
Score: -26207144.000000 Penalty: 6061.665039
	Iteration 49Q: 3 clusters Score -2.620714e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 191417 members 
Entering Unmasked Estep 
Score: -26207042.000000 Penalty: 6061.665039
	Iteration 50Q: 3 clusters Score -2.620704e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 192014 members 
Entering Unmasked Estep 
Score: -26206958.000000 Penalty: 6061.665039
	Iteration 51Q: 3 clusters Score -2.620696e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 192573 members 
Entering Unmasked Estep 
Score: -26206928.000000 Penalty: 6061.665039
	Iteration 52Q: 3 clusters Score -2.620693e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 193113 members 
Entering Unmasked Estep 
Score: -26206924.000000 Penalty: 6061.665039
	Iteration 53Q: 3 clusters Score -2.620692e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -26206846.000000 Penalty: 6061.665039
	Iteration 54Q: 3 clusters Score -2.620685e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 194086 members 
Entering Unmasked Estep 
Score: -26206846.000000 Penalty: 6061.665039
	Iteration 55Q: 3 clusters Score -2.620685e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -26206962.000000 Penalty: 6061.665039
	Iteration 56Q: 3 clusters Score -2.620696e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 194985 members 
Entering Unmasked Estep 
Score: -26206854.000000 Penalty: 6061.665039
	Iteration 57Q: 3 clusters Score -2.620685e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 195413 members 
Entering Unmasked Estep 
Score: -26206804.000000 Penalty: 6061.665039
	Iteration 58Q: 3 clusters Score -2.62068e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -26206836.000000 Penalty: 6061.665039
	Iteration 59Q: 3 clusters Score -2.620684e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -26206786.000000 Penalty: 6061.665039
	Iteration 60F: 3 clusters Score -2.620679e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 196409 members 
Entering Unmasked Estep 
Score: -26206744.000000 Penalty: 6061.665039
	Iteration 61Q: 3 clusters Score -2.620674e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 196710 members 
Entering Unmasked Estep 
Score: -26206660.000000 Penalty: 6061.665039
	Iteration 62Q: 3 clusters Score -2.620666e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 196977 members 
Entering Unmasked Estep 
Score: -26206568.000000 Penalty: 6061.665039
	Iteration 63Q: 3 clusters Score -2.620657e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 197247 members 
Entering Unmasked Estep 
Score: -26206528.000000 Penalty: 6061.665039
	Iteration 64Q: 3 clusters Score -2.620653e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 197502 members 
Entering Unmasked Estep 
Score: -26206492.000000 Penalty: 6061.665039
	Iteration 65Q: 3 clusters Score -2.620649e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 197754 members 
Entering Unmasked Estep 
Score: -26206474.000000 Penalty: 6061.665039
	Iteration 66Q: 3 clusters Score -2.620647e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 197994 members 
Entering Unmasked Estep 
Score: -26206368.000000 Penalty: 6061.665039
	Iteration 67Q: 3 clusters Score -2.620637e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -26206354.000000 Penalty: 6061.665039
	Iteration 68Q: 3 clusters Score -2.620635e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 198414 members 
Entering Unmasked Estep 
Score: -26206358.000000 Penalty: 6061.665039
	Iteration 69Q: 3 clusters Score -2.620636e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 198595 members 
Entering Unmasked Estep 
Score: -26206372.000000 Penalty: 6061.665039
	Iteration 70Q: 3 clusters Score -2.620637e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 198772 members 
Entering Unmasked Estep 
Score: -26206388.000000 Penalty: 6061.665039
	Iteration 71Q: 3 clusters Score -2.620639e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 198937 members 
Entering Unmasked Estep 
Score: -26206342.000000 Penalty: 6061.665039
	Iteration 72Q: 3 clusters Score -2.620634e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 199069 members 
Entering Unmasked Estep 
Score: -26206282.000000 Penalty: 6061.665039
	Iteration 73Q: 3 clusters Score -2.620628e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -26206302.000000 Penalty: 6061.665039
	Iteration 74Q: 3 clusters Score -2.62063e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 199334 members 
Entering Unmasked Estep 
Score: -26206248.000000 Penalty: 6061.665039
	Iteration 75Q: 3 clusters Score -2.620625e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 199464 members 
Entering Unmasked Estep 
Score: -26206222.000000 Penalty: 6061.665039
	Iteration 76Q: 3 clusters Score -2.620622e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 199580 members 
Entering Unmasked Estep 
Score: -26206140.000000 Penalty: 6061.665039
	Iteration 77Q: 3 clusters Score -2.620614e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 199689 members 
Entering Unmasked Estep 
Score: -26206150.000000 Penalty: 6061.665039
	Iteration 78Q: 3 clusters Score -2.620615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 199789 members 
Entering Unmasked Estep 
Score: -26206118.000000 Penalty: 6061.665039
	Iteration 79Q: 3 clusters Score -2.620612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 199882 members 
Entering Unmasked Estep 
Score: -26206138.000000 Penalty: 6061.665039
	Iteration 80F: 3 clusters Score -2.620614e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 199971 members 
Entering Unmasked Estep 
Score: -26206122.000000 Penalty: 6061.665039
	Iteration 81Q: 3 clusters Score -2.620612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 200057 members 
Entering Unmasked Estep 
Score: -26206136.000000 Penalty: 6061.665039
	Iteration 82Q: 3 clusters Score -2.620614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -26206150.000000 Penalty: 6061.665039
	Iteration 83Q: 3 clusters Score -2.620615e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 200211 members 
Entering Unmasked Estep 
Score: -26206130.000000 Penalty: 6061.665039
	Iteration 84Q: 3 clusters Score -2.620613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 200296 members 
Entering Unmasked Estep 
Score: -26206106.000000 Penalty: 6061.665039
	Iteration 85Q: 3 clusters Score -2.620611e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -26206084.000000 Penalty: 6061.665039
	Iteration 86Q: 3 clusters Score -2.620608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 200416 members 
Entering Unmasked Estep 
Score: -26206062.000000 Penalty: 6061.665039
	Iteration 87Q: 3 clusters Score -2.620606e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 200466 members 
Entering Unmasked Estep 
Score: -26206050.000000 Penalty: 6061.665039
	Iteration 88Q: 3 clusters Score -2.620605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 200512 members 
Entering Unmasked Estep 
Score: -26206020.000000 Penalty: 6061.665039
	Iteration 89Q: 3 clusters Score -2.620602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 200561 members 
Entering Unmasked Estep 
Score: -26205994.000000 Penalty: 6061.665039
	Iteration 90Q: 3 clusters Score -2.620599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 200600 members 
Entering Unmasked Estep 
Score: -26206012.000000 Penalty: 6061.665039
	Iteration 91Q: 3 clusters Score -2.620601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 200642 members 
Entering Unmasked Estep 
Score: -26205956.000000 Penalty: 6061.665039
	Iteration 92Q: 3 clusters Score -2.620596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 200674 members 
Entering Unmasked Estep 
Score: -26205952.000000 Penalty: 6061.665039
	Iteration 93Q: 3 clusters Score -2.620595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 200706 members 
Entering Unmasked Estep 
Score: -26205964.000000 Penalty: 6061.665039
	Iteration 94Q: 3 clusters Score -2.620596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 200741 members 
Entering Unmasked Estep 
Score: -26205926.000000 Penalty: 6061.665039
	Iteration 95Q: 3 clusters Score -2.620593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -26205918.000000 Penalty: 6061.665039
	Iteration 96Q: 3 clusters Score -2.620592e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 200820 members 
Entering Unmasked Estep 
Score: -26205930.000000 Penalty: 6061.665039
	Iteration 97Q: 3 clusters Score -2.620593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 200857 members 
Entering Unmasked Estep 
Score: -26205940.000000 Penalty: 6061.665039
	Iteration 98Q: 3 clusters Score -2.620594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 200893 members 
Entering Unmasked Estep 
Score: -26205908.000000 Penalty: 6061.665039
	Iteration 99Q: 3 clusters Score -2.620591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 200925 members 
Entering Unmasked Estep 
Score: -26205844.000000 Penalty: 6061.665039
	Iteration 100F: 3 clusters Score -2.620584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 200946 members 
Entering Unmasked Estep 
Score: -26205838.000000 Penalty: 6061.665039
	Iteration 101Q: 3 clusters Score -2.620584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 200963 members 
Entering Unmasked Estep 
Score: -26205830.000000 Penalty: 6061.665039
	Iteration 102Q: 3 clusters Score -2.620583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 200982 members 
Entering Unmasked Estep 
Score: -26205844.000000 Penalty: 6061.665039
	Iteration 103Q: 3 clusters Score -2.620584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -26205834.000000 Penalty: 6061.665039
	Iteration 104Q: 3 clusters Score -2.620583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -26205844.000000 Penalty: 6061.665039
	Iteration 105Q: 3 clusters Score -2.620584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 201049 members 
Entering Unmasked Estep 
Score: -26205854.000000 Penalty: 6061.665039
	Iteration 106Q: 3 clusters Score -2.620585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 201075 members 
Entering Unmasked Estep 
Score: -26205854.000000 Penalty: 6061.665039
	Iteration 107Q: 3 clusters Score -2.620585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 201103 members 
Entering Unmasked Estep 
Score: -26205818.000000 Penalty: 6061.665039
	Iteration 108Q: 3 clusters Score -2.620582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 201125 members 
Entering Unmasked Estep 
Score: -26205828.000000 Penalty: 6061.665039
	Iteration 109Q: 3 clusters Score -2.620583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 201150 members 
Entering Unmasked Estep 
Score: -26205824.000000 Penalty: 6061.665039
	Iteration 110Q: 3 clusters Score -2.620582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 201171 members 
Entering Unmasked Estep 
Score: -26205820.000000 Penalty: 6061.665039
	Iteration 111Q: 3 clusters Score -2.620582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 201203 members 
Entering Unmasked Estep 
Score: -26205852.000000 Penalty: 6061.665039
	Iteration 112Q: 3 clusters Score -2.620585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 201222 members 
Entering Unmasked Estep 
Score: -26205864.000000 Penalty: 6061.665039
	Iteration 113Q: 3 clusters Score -2.620586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 201249 members 
Entering Unmasked Estep 
Score: -26205852.000000 Penalty: 6061.665039
	Iteration 114Q: 3 clusters Score -2.620585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 201271 members 
Entering Unmasked Estep 
Score: -26205868.000000 Penalty: 6061.665039
	Iteration 115Q: 3 clusters Score -2.620587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 201281 members 
Entering Unmasked Estep 
Score: -26205874.000000 Penalty: 6061.665039
	Iteration 116Q: 3 clusters Score -2.620587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 201295 members 
Entering Unmasked Estep 
Score: -26205896.000000 Penalty: 6061.665039
	Iteration 117Q: 3 clusters Score -2.62059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 201312 members 
Entering Unmasked Estep 
Score: -26205872.000000 Penalty: 6061.665039
	Iteration 118Q: 3 clusters Score -2.620587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 201327 members 
Entering Unmasked Estep 
Score: -26205876.000000 Penalty: 6061.665039
	Iteration 119Q: 3 clusters Score -2.620588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -26205848.000000 Penalty: 6061.665039
	Iteration 120F: 3 clusters Score -2.620585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 201340 members 
Entering Unmasked Estep 
Score: -26205842.000000 Penalty: 6061.665039
	Iteration 121Q: 3 clusters Score -2.620584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 201349 members 
Entering Unmasked Estep 
Score: -26205836.000000 Penalty: 6061.665039
	Iteration 122Q: 3 clusters Score -2.620584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 201360 members 
Entering Unmasked Estep 
Score: -26205836.000000 Penalty: 6061.665039
	Iteration 123Q: 3 clusters Score -2.620584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 201372 members 
Entering Unmasked Estep 
Score: -26205848.000000 Penalty: 6061.665039
	Iteration 124Q: 3 clusters Score -2.620585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -26205842.000000 Penalty: 6061.665039
	Iteration 125Q: 3 clusters Score -2.620584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -26205818.000000 Penalty: 6061.665039
	Iteration 126Q: 3 clusters Score -2.620582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 201421 members 
Entering Unmasked Estep 
Score: -26205824.000000 Penalty: 6061.665039
	Iteration 127Q: 3 clusters Score -2.620582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 201441 members 
Entering Unmasked Estep 
Score: -26205800.000000 Penalty: 6061.665039
	Iteration 128Q: 3 clusters Score -2.62058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 201456 members 
Entering Unmasked Estep 
Score: -26205798.000000 Penalty: 6061.665039
	Iteration 129Q: 3 clusters Score -2.62058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 201464 members 
Entering Unmasked Estep 
Score: -26205808.000000 Penalty: 6061.665039
	Iteration 130Q: 3 clusters Score -2.620581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 201471 members 
Entering Unmasked Estep 
Score: -26205812.000000 Penalty: 6061.665039
	Iteration 131Q: 3 clusters Score -2.620581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 201476 members 
Entering Unmasked Estep 
Score: -26205794.000000 Penalty: 6061.665039
	Iteration 132Q: 3 clusters Score -2.620579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 201483 members 
Entering Unmasked Estep 
Score: -26205814.000000 Penalty: 6061.665039
	Iteration 133Q: 3 clusters Score -2.620581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 201494 members 
Entering Unmasked Estep 
Score: -26205830.000000 Penalty: 6061.665039
	Iteration 134Q: 3 clusters Score -2.620583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 201503 members 
Entering Unmasked Estep 
Score: -26205828.000000 Penalty: 6061.665039
	Iteration 135Q: 3 clusters Score -2.620583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 201510 members 
Entering Unmasked Estep 
Score: -26205802.000000 Penalty: 6061.665039
	Iteration 136Q: 3 clusters Score -2.62058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 201516 members 
Entering Unmasked Estep 
Score: -26205814.000000 Penalty: 6061.665039
	Iteration 137Q: 3 clusters Score -2.620581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 201525 members 
Entering Unmasked Estep 
Score: -26205836.000000 Penalty: 6061.665039
	Iteration 138Q: 3 clusters Score -2.620584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 201539 members 
Entering Unmasked Estep 
Score: -26205840.000000 Penalty: 6061.665039
	Iteration 139Q: 3 clusters Score -2.620584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 201548 members 
Entering Unmasked Estep 
Score: -26205850.000000 Penalty: 6061.665039
	Iteration 140F: 3 clusters Score -2.620585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 201554 members 
Entering Unmasked Estep 
Score: -26205824.000000 Penalty: 6061.665039
	Iteration 141Q: 3 clusters Score -2.620582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 201561 members 
Entering Unmasked Estep 
Score: -26205844.000000 Penalty: 6061.665039
	Iteration 142Q: 3 clusters Score -2.620584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 201564 members 
Entering Unmasked Estep 
Score: -26205848.000000 Penalty: 6061.665039
	Iteration 143Q: 3 clusters Score -2.620585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -26205860.000000 Penalty: 6061.665039
	Iteration 144Q: 3 clusters Score -2.620586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 201575 members 
Entering Unmasked Estep 
Score: -26205852.000000 Penalty: 6061.665039
	Iteration 145Q: 3 clusters Score -2.620585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 201581 members 
Entering Unmasked Estep 
Score: -26205838.000000 Penalty: 6061.665039
	Iteration 146Q: 3 clusters Score -2.620584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 201588 members 
Entering Unmasked Estep 
Score: -26205840.000000 Penalty: 6061.665039
	Iteration 147Q: 3 clusters Score -2.620584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 201599 members 
Entering Unmasked Estep 
Score: -26205830.000000 Penalty: 6061.665039
	Iteration 148Q: 3 clusters Score -2.620583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 201608 members 
Entering Unmasked Estep 
Score: -26205832.000000 Penalty: 6061.665039
	Iteration 149Q: 3 clusters Score -2.620583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 201612 members 
Entering Unmasked Estep 
Score: -26205824.000000 Penalty: 6061.665039
	Iteration 150Q: 3 clusters Score -2.620582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 201618 members 
Entering Unmasked Estep 
Score: -26205826.000000 Penalty: 6061.665039
	Iteration 151Q: 3 clusters Score -2.620583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 201623 members 
Entering Unmasked Estep 
Score: -26205836.000000 Penalty: 6061.665039
	Iteration 152Q: 3 clusters Score -2.620584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 201626 members 
Entering Unmasked Estep 
Score: -26205842.000000 Penalty: 6061.665039
	Iteration 153Q: 3 clusters Score -2.620584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -26205842.000000 Penalty: 6061.665039
	Iteration 154Q: 3 clusters Score -2.620584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 201638 members 
Entering Unmasked Estep 
Score: -26205856.000000 Penalty: 6061.665039
	Iteration 155Q: 3 clusters Score -2.620586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 201645 members 
Entering Unmasked Estep 
Score: -26205846.000000 Penalty: 6061.665039
	Iteration 156Q: 3 clusters Score -2.620585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 201648 members 
Entering Unmasked Estep 
Score: -26205840.000000 Penalty: 6061.665039
	Iteration 157Q: 3 clusters Score -2.620584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 201648 members 
Entering Unmasked Estep 
Score: -26205854.000000 Penalty: 6061.665039
	Iteration 158Q: 3 clusters Score -2.620585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 201649 members 
Entering Unmasked Estep 
Score: -26205856.000000 Penalty: 6061.665039
	Iteration 159Q: 3 clusters Score -2.620586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 201650 members 
Entering Unmasked Estep 
Score: -26205852.000000 Penalty: 6061.665039
	Iteration 160F: 3 clusters Score -2.620585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 201652 members 
Entering Unmasked Estep 
Score: -26205840.000000 Penalty: 6061.665039
	Iteration 161Q: 3 clusters Score -2.620584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 201654 members 
Entering Unmasked Estep 
Score: -26205850.000000 Penalty: 6061.665039
	Iteration 162Q: 3 clusters Score -2.620585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 201655 members 
Entering Unmasked Estep 
Score: -26205830.000000 Penalty: 6061.665039
	Iteration 163Q: 3 clusters Score -2.620583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 201655 members 
Entering Unmasked Estep 
Score: -26205830.000000 Penalty: 6061.665039
	Iteration 164F: 3 clusters Score -2.620583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Entering Unmasked Estep 
Score: -8316049.000000 Penalty: 2745.643799
	Iteration 0F: 2 clusters Score -8316049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -8273049.500000 Penalty: 5491.287598
	Iteration 0F: 3 clusters Score -8273050 nChanged 30109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8290732.000000 Penalty: 5491.287598
	Iteration 1F: 3 clusters Score -8290732 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -8291964.000000 Penalty: 5491.287598
	Iteration 2Q: 3 clusters Score -8291964 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8293620.500000 Penalty: 5491.287598
	Iteration 3F: 3 clusters Score -8293620 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -8295615.000000 Penalty: 5491.287598
	Iteration 4F: 3 clusters Score -8295615 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -8298015.500000 Penalty: 5491.287598
	Iteration 5F: 3 clusters Score -8298016 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8300350.000000 Penalty: 5491.287598
	Iteration 6F: 3 clusters Score -8300350 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8302730.000000 Penalty: 5491.287598
	Iteration 7F: 3 clusters Score -8302730 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -8304791.500000 Penalty: 5491.287598
	Iteration 8F: 3 clusters Score -8304792 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -8306807.000000 Penalty: 5491.287598
	Iteration 9Q: 3 clusters Score -8306807 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -8308555.000000 Penalty: 5491.287598
	Iteration 10Q: 3 clusters Score -8308555 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -8310001.000000 Penalty: 5491.287598
	Iteration 11Q: 3 clusters Score -8310001 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -8311185.500000 Penalty: 5491.287598
	Iteration 12Q: 3 clusters Score -8311186 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -8312043.000000 Penalty: 5491.287598
	Iteration 13Q: 3 clusters Score -8312043 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -8312621.000000 Penalty: 5491.287598
	Iteration 14Q: 3 clusters Score -8312621 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8312987.000000 Penalty: 5491.287598
	Iteration 15Q: 3 clusters Score -8312987 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -8313225.500000 Penalty: 5491.287598
	Iteration 16Q: 3 clusters Score -8313226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -8313369.500000 Penalty: 5491.287598
	Iteration 17Q: 3 clusters Score -8313370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -8313464.000000 Penalty: 5491.287598
	Iteration 18Q: 3 clusters Score -8313464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -8313523.500000 Penalty: 5491.287598
	Iteration 19Q: 3 clusters Score -8313524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -8313537.000000 Penalty: 5491.287598
	Iteration 20F: 3 clusters Score -8313537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -8313566.500000 Penalty: 5491.287598
	Iteration 21Q: 3 clusters Score -8313566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8313585.000000 Penalty: 5491.287598
	Iteration 22Q: 3 clusters Score -8313585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8313599.000000 Penalty: 5491.287598
	Iteration 23Q: 3 clusters Score -8313599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8313597.000000 Penalty: 5491.287598
	Iteration 24Q: 3 clusters Score -8313597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -8313612.500000 Penalty: 5491.287598
	Iteration 25Q: 3 clusters Score -8313612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -8313612.000000 Penalty: 5491.287598
	Iteration 26Q: 3 clusters Score -8313612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8313625.500000 Penalty: 5491.287598
	Iteration 27Q: 3 clusters Score -8313626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8313633.000000 Penalty: 5491.287598
	Iteration 28Q: 3 clusters Score -8313633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8313653.500000 Penalty: 5491.287598
	Iteration 29Q: 3 clusters Score -8313654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -8313657.000000 Penalty: 5491.287598
	Iteration 30Q: 3 clusters Score -8313657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -8313663.500000 Penalty: 5491.287598
	Iteration 31Q: 3 clusters Score -8313664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -8313669.000000 Penalty: 5491.287598
	Iteration 32Q: 3 clusters Score -8313669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -8313668.500000 Penalty: 5491.287598
	Iteration 33Q: 3 clusters Score -8313668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8313672.000000 Penalty: 5491.287598
	Iteration 34Q: 3 clusters Score -8313672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -8313674.000000 Penalty: 5491.287598
	Iteration 35Q: 3 clusters Score -8313674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8313678.500000 Penalty: 5491.287598
	Iteration 36Q: 3 clusters Score -8313678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -8313681.500000 Penalty: 5491.287598
	Iteration 37Q: 3 clusters Score -8313682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8313681.000000 Penalty: 5491.287598
	Iteration 38Q: 3 clusters Score -8313681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8313681.000000 Penalty: 5491.287598
	Iteration 39F: 3 clusters Score -8313681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117645.328125 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117645.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118048.468750 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118048.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118240.968750 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118473.390625 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118473.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118702.109375 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -118702.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118935.875000 Penalty: 3453.272705
	Iteration 5F: 3 clusters Score -118935.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119166.414062 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -119166.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119443.734375 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -119443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119629.929688 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -119629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119656.851562 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -119656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119669.312500 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -119669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119699.593750 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -119699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119709.101562 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -119709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119714.523438 Penalty: 3453.272705
	Iteration 13F: 3 clusters Score -119714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119736.289062 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -119736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119756.125000 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -119756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119762.070312 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -119762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119765.757812 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -119765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119766.945312 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -119766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119766.945312 Penalty: 3453.272705
	Iteration 19F: 3 clusters Score -119766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198198 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 168099 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203028 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 59934 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 180623 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 176436 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 471 members 
Entering Unmasked Estep 
Score: -138540112.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541792.000000 to -138540112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (59934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Entering Unmasked Estep 
Score: -7541186.000000 Penalty: 2728.247803
	Iteration 0F: 2 clusters Score -7541186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -7500814.500000 Penalty: 5456.495605
	Iteration 0F: 3 clusters Score -7500814 nChanged 27798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -7516381.500000 Penalty: 5456.495605
	Iteration 1F: 3 clusters Score -7516382 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -7517089.500000 Penalty: 5456.495605
	Iteration 2Q: 3 clusters Score -7517090 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -7517918.000000 Penalty: 5456.495605
	Iteration 3Q: 3 clusters Score -7517918 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -7519156.000000 Penalty: 5456.495605
	Iteration 4Q: 3 clusters Score -7519156 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -7521184.500000 Penalty: 5456.495605
	Iteration 5F: 3 clusters Score -7521184 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -7524275.500000 Penalty: 5456.495605
	Iteration 6F: 3 clusters Score -7524276 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -7528438.000000 Penalty: 5456.495605
	Iteration 7F: 3 clusters Score -7528438 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -7532874.500000 Penalty: 5456.495605
	Iteration 8F: 3 clusters Score -7532874 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -7536209.000000 Penalty: 5456.495605
	Iteration 9F: 3 clusters Score -7536209 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -7537839.000000 Penalty: 5456.495605
	Iteration 10Q: 3 clusters Score -7537839 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -7538446.000000 Penalty: 5456.495605
	Iteration 11Q: 3 clusters Score -7538446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -7538672.000000 Penalty: 5456.495605
	Iteration 12Q: 3 clusters Score -7538672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -7538750.000000 Penalty: 5456.495605
	Iteration 13Q: 3 clusters Score -7538750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -7538800.500000 Penalty: 5456.495605
	Iteration 14Q: 3 clusters Score -7538800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -7538826.500000 Penalty: 5456.495605
	Iteration 15Q: 3 clusters Score -7538826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -7538859.000000 Penalty: 5456.495605
	Iteration 16Q: 3 clusters Score -7538859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7538879.500000 Penalty: 5456.495605
	Iteration 17Q: 3 clusters Score -7538880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -7538889.500000 Penalty: 5456.495605
	Iteration 18Q: 3 clusters Score -7538890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -7538900.000000 Penalty: 5456.495605
	Iteration 19Q: 3 clusters Score -7538900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -7538900.000000 Penalty: 5456.495605
	Iteration 20F: 3 clusters Score -7538900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -426768.156250 Penalty: 2009.591431
	Iteration 0F: 2 clusters Score -426768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -423334.000000 Penalty: 4019.182861
	Iteration 0F: 3 clusters Score -423334 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -424044.125000 Penalty: 4019.182861
	Iteration 1F: 3 clusters Score -424044.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -424203.437500 Penalty: 4019.182861
	Iteration 2F: 3 clusters Score -424203.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -424284.250000 Penalty: 4019.182861
	Iteration 3Q: 3 clusters Score -424284.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -424328.593750 Penalty: 4019.182861
	Iteration 4Q: 3 clusters Score -424328.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -424358.656250 Penalty: 4019.182861
	Iteration 5Q: 3 clusters Score -424358.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -424381.031250 Penalty: 4019.182861
	Iteration 6Q: 3 clusters Score -424381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -424405.218750 Penalty: 4019.182861
	Iteration 7Q: 3 clusters Score -424405.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -424424.656250 Penalty: 4019.182861
	Iteration 8Q: 3 clusters Score -424424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -424440.875000 Penalty: 4019.182861
	Iteration 9Q: 3 clusters Score -424440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -424451.593750 Penalty: 4019.182861
	Iteration 10Q: 3 clusters Score -424451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -424460.562500 Penalty: 4019.182861
	Iteration 11Q: 3 clusters Score -424460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -424469.218750 Penalty: 4019.182861
	Iteration 12Q: 3 clusters Score -424469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -424475.968750 Penalty: 4019.182861
	Iteration 13Q: 3 clusters Score -424476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -424482.875000 Penalty: 4019.182861
	Iteration 14Q: 3 clusters Score -424482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -424490.093750 Penalty: 4019.182861
	Iteration 15Q: 3 clusters Score -424490.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -424495.531250 Penalty: 4019.182861
	Iteration 16Q: 3 clusters Score -424495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -424498.156250 Penalty: 4019.182861
	Iteration 17Q: 3 clusters Score -424498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -424503.906250 Penalty: 4019.182861
	Iteration 18Q: 3 clusters Score -424503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -424509.093750 Penalty: 4019.182861
	Iteration 19Q: 3 clusters Score -424509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -424512.156250 Penalty: 4019.182861
	Iteration 20F: 3 clusters Score -424512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -424514.781250 Penalty: 4019.182861
	Iteration 21Q: 3 clusters Score -424514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -424517.781250 Penalty: 4019.182861
	Iteration 22Q: 3 clusters Score -424517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -424520.156250 Penalty: 4019.182861
	Iteration 23Q: 3 clusters Score -424520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -424523.562500 Penalty: 4019.182861
	Iteration 24Q: 3 clusters Score -424523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -424529.156250 Penalty: 4019.182861
	Iteration 25Q: 3 clusters Score -424529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -424532.312500 Penalty: 4019.182861
	Iteration 26Q: 3 clusters Score -424532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -424536.343750 Penalty: 4019.182861
	Iteration 27Q: 3 clusters Score -424536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -424540.312500 Penalty: 4019.182861
	Iteration 28Q: 3 clusters Score -424540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -424542.656250 Penalty: 4019.182861
	Iteration 29Q: 3 clusters Score -424542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -424542.562500 Penalty: 4019.182861
	Iteration 30Q: 3 clusters Score -424542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -424545.031250 Penalty: 4019.182861
	Iteration 31Q: 3 clusters Score -424545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -424547.593750 Penalty: 4019.182861
	Iteration 32Q: 3 clusters Score -424547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -424550.906250 Penalty: 4019.182861
	Iteration 33Q: 3 clusters Score -424550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -424555.437500 Penalty: 4019.182861
	Iteration 34Q: 3 clusters Score -424555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -424557.343750 Penalty: 4019.182861
	Iteration 35Q: 3 clusters Score -424557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -424559.843750 Penalty: 4019.182861
	Iteration 36Q: 3 clusters Score -424559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -424563.750000 Penalty: 4019.182861
	Iteration 37Q: 3 clusters Score -424563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -424566.812500 Penalty: 4019.182861
	Iteration 38Q: 3 clusters Score -424566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -424569.031250 Penalty: 4019.182861
	Iteration 39Q: 3 clusters Score -424569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -424572.312500 Penalty: 4019.182861
	Iteration 40F: 3 clusters Score -424572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -424578.562500 Penalty: 4019.182861
	Iteration 41Q: 3 clusters Score -424578.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -424583.187500 Penalty: 4019.182861
	Iteration 42Q: 3 clusters Score -424583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -424587.031250 Penalty: 4019.182861
	Iteration 43Q: 3 clusters Score -424587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -424593.593750 Penalty: 4019.182861
	Iteration 44Q: 3 clusters Score -424593.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -424598.000000 Penalty: 4019.182861
	Iteration 45Q: 3 clusters Score -424598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -424605.593750 Penalty: 4019.182861
	Iteration 46Q: 3 clusters Score -424605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -424610.375000 Penalty: 4019.182861
	Iteration 47Q: 3 clusters Score -424610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -424613.968750 Penalty: 4019.182861
	Iteration 48Q: 3 clusters Score -424614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -424620.156250 Penalty: 4019.182861
	Iteration 49Q: 3 clusters Score -424620.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -424627.875000 Penalty: 4019.182861
	Iteration 50Q: 3 clusters Score -424627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -424631.875000 Penalty: 4019.182861
	Iteration 51Q: 3 clusters Score -424631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -424635.000000 Penalty: 4019.182861
	Iteration 52Q: 3 clusters Score -424635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -424640.468750 Penalty: 4019.182861
	Iteration 53Q: 3 clusters Score -424640.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -424647.875000 Penalty: 4019.182861
	Iteration 54Q: 3 clusters Score -424647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -424653.187500 Penalty: 4019.182861
	Iteration 55Q: 3 clusters Score -424653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -424657.625000 Penalty: 4019.182861
	Iteration 56Q: 3 clusters Score -424657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -424659.625000 Penalty: 4019.182861
	Iteration 57Q: 3 clusters Score -424659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -424662.781250 Penalty: 4019.182861
	Iteration 58Q: 3 clusters Score -424662.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -424665.906250 Penalty: 4019.182861
	Iteration 59Q: 3 clusters Score -424665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -424669.656250 Penalty: 4019.182861
	Iteration 60F: 3 clusters Score -424669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -424674.437500 Penalty: 4019.182861
	Iteration 61Q: 3 clusters Score -424674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -424676.593750 Penalty: 4019.182861
	Iteration 62Q: 3 clusters Score -424676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -424678.312500 Penalty: 4019.182861
	Iteration 63Q: 3 clusters Score -424678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -424680.343750 Penalty: 4019.182861
	Iteration 64Q: 3 clusters Score -424680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -424681.687500 Penalty: 4019.182861
	Iteration 65Q: 3 clusters Score -424681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -424682.500000 Penalty: 4019.182861
	Iteration 66Q: 3 clusters Score -424682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -424684.093750 Penalty: 4019.182861
	Iteration 67Q: 3 clusters Score -424684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -424685.031250 Penalty: 4019.182861
	Iteration 68Q: 3 clusters Score -424685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -424685.750000 Penalty: 4019.182861
	Iteration 69Q: 3 clusters Score -424685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -424687.031250 Penalty: 4019.182861
	Iteration 70Q: 3 clusters Score -424687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -424687.031250 Penalty: 4019.182861
	Iteration 71F: 3 clusters Score -424687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55980.585938 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -55980.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56185.304688 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56185.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56274.070312 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -56274.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56307.480469 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56307.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56316.765625 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56316.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56321.437500 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56321.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56329.734375 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56329.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56333.835938 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56333.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56333.835938 Penalty: 3089.341309
	Iteration 8F: 3 clusters Score -56333.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -805249.125000 Penalty: 2165.571533
	Iteration 0F: 2 clusters Score -805249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -799961.250000 Penalty: 4331.143066
	Iteration 0F: 3 clusters Score -799961.2 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -801290.125000 Penalty: 4331.143066
	Iteration 1F: 3 clusters Score -801290.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -801532.812500 Penalty: 4331.143066
	Iteration 2F: 3 clusters Score -801532.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -801690.250000 Penalty: 4331.143066
	Iteration 3F: 3 clusters Score -801690.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -801778.562500 Penalty: 4331.143066
	Iteration 4Q: 3 clusters Score -801778.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -801847.187500 Penalty: 4331.143066
	Iteration 5Q: 3 clusters Score -801847.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -801902.437500 Penalty: 4331.143066
	Iteration 6Q: 3 clusters Score -801902.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -801949.312500 Penalty: 4331.143066
	Iteration 7Q: 3 clusters Score -801949.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -801988.687500 Penalty: 4331.143066
	Iteration 8Q: 3 clusters Score -801988.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -802023.312500 Penalty: 4331.143066
	Iteration 9Q: 3 clusters Score -802023.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -802057.812500 Penalty: 4331.143066
	Iteration 10Q: 3 clusters Score -802057.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -802087.375000 Penalty: 4331.143066
	Iteration 11Q: 3 clusters Score -802087.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -802113.062500 Penalty: 4331.143066
	Iteration 12Q: 3 clusters Score -802113.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -802142.750000 Penalty: 4331.143066
	Iteration 13Q: 3 clusters Score -802142.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -802171.375000 Penalty: 4331.143066
	Iteration 14Q: 3 clusters Score -802171.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -802203.625000 Penalty: 4331.143066
	Iteration 15Q: 3 clusters Score -802203.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -802234.250000 Penalty: 4331.143066
	Iteration 16Q: 3 clusters Score -802234.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -802265.937500 Penalty: 4331.143066
	Iteration 17Q: 3 clusters Score -802265.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -802302.125000 Penalty: 4331.143066
	Iteration 18Q: 3 clusters Score -802302.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -802335.437500 Penalty: 4331.143066
	Iteration 19Q: 3 clusters Score -802335.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -802371.312500 Penalty: 4331.143066
	Iteration 20F: 3 clusters Score -802371.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -802410.937500 Penalty: 4331.143066
	Iteration 21Q: 3 clusters Score -802410.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -802467.062500 Penalty: 4331.143066
	Iteration 22Q: 3 clusters Score -802467.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -802525.437500 Penalty: 4331.143066
	Iteration 23Q: 3 clusters Score -802525.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -802591.875000 Penalty: 4331.143066
	Iteration 24Q: 3 clusters Score -802591.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -802658.250000 Penalty: 4331.143066
	Iteration 25Q: 3 clusters Score -802658.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -802725.687500 Penalty: 4331.143066
	Iteration 26Q: 3 clusters Score -802725.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -802794.500000 Penalty: 4331.143066
	Iteration 27Q: 3 clusters Score -802794.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -802863.625000 Penalty: 4331.143066
	Iteration 28Q: 3 clusters Score -802863.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -802925.500000 Penalty: 4331.143066
	Iteration 29Q: 3 clusters Score -802925.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -802995.250000 Penalty: 4331.143066
	Iteration 30Q: 3 clusters Score -802995.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -803046.187500 Penalty: 4331.143066
	Iteration 31Q: 3 clusters Score -803046.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -803079.687500 Penalty: 4331.143066
	Iteration 32Q: 3 clusters Score -803079.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -803115.875000 Penalty: 4331.143066
	Iteration 33Q: 3 clusters Score -803115.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -803149.812500 Penalty: 4331.143066
	Iteration 34Q: 3 clusters Score -803149.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -803173.000000 Penalty: 4331.143066
	Iteration 35Q: 3 clusters Score -803173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -803192.500000 Penalty: 4331.143066
	Iteration 36Q: 3 clusters Score -803192.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -803216.062500 Penalty: 4331.143066
	Iteration 37Q: 3 clusters Score -803216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -803235.000000 Penalty: 4331.143066
	Iteration 38Q: 3 clusters Score -803235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -803252.937500 Penalty: 4331.143066
	Iteration 39Q: 3 clusters Score -803252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -803273.312500 Penalty: 4331.143066
	Iteration 40F: 3 clusters Score -803273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -803285.125000 Penalty: 4331.143066
	Iteration 41Q: 3 clusters Score -803285.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -803296.375000 Penalty: 4331.143066
	Iteration 42Q: 3 clusters Score -803296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -803304.812500 Penalty: 4331.143066
	Iteration 43Q: 3 clusters Score -803304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -803307.312500 Penalty: 4331.143066
	Iteration 44Q: 3 clusters Score -803307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -803313.312500 Penalty: 4331.143066
	Iteration 45Q: 3 clusters Score -803313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -803315.750000 Penalty: 4331.143066
	Iteration 46Q: 3 clusters Score -803315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -803315.375000 Penalty: 4331.143066
	Iteration 47Q: 3 clusters Score -803315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -803315.375000 Penalty: 4331.143066
	Iteration 48F: 3 clusters Score -803315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180623 members 
Entering Unmasked Estep 
Score: -23410984.000000 Penalty: 3001.833496
	Iteration 0F: 2 clusters Score -2.341098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -23293334.000000 Penalty: 6003.666992
	Iteration 0F: 3 clusters Score -2.329333e+07 nChanged 86732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -23345392.000000 Penalty: 6003.666992
	Iteration 1F: 3 clusters Score -2.334539e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -23348264.000000 Penalty: 6003.666992
	Iteration 2Q: 3 clusters Score -2.334826e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 102474 members 
Entering Unmasked Estep 
Score: -23352560.000000 Penalty: 6003.666992
	Iteration 3F: 3 clusters Score -2.335256e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -23359606.000000 Penalty: 6003.666992
	Iteration 4F: 3 clusters Score -2.335961e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -23369338.000000 Penalty: 6003.666992
	Iteration 5F: 3 clusters Score -2.336934e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -23380650.000000 Penalty: 6003.666992
	Iteration 6F: 3 clusters Score -2.338065e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -23390324.000000 Penalty: 6003.666992
	Iteration 7F: 3 clusters Score -2.339032e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -23395486.000000 Penalty: 6003.666992
	Iteration 8Q: 3 clusters Score -2.339549e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -23397840.000000 Penalty: 6003.666992
	Iteration 9Q: 3 clusters Score -2.339784e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -23399304.000000 Penalty: 6003.666992
	Iteration 10Q: 3 clusters Score -2.33993e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 147293 members 
Entering Unmasked Estep 
Score: -23400456.000000 Penalty: 6003.666992
	Iteration 11Q: 3 clusters Score -2.340046e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 150042 members 
Entering Unmasked Estep 
Score: -23401340.000000 Penalty: 6003.666992
	Iteration 12Q: 3 clusters Score -2.340134e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -23402130.000000 Penalty: 6003.666992
	Iteration 13Q: 3 clusters Score -2.340213e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -23403122.000000 Penalty: 6003.666992
	Iteration 14Q: 3 clusters Score -2.340312e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -23403894.000000 Penalty: 6003.666992
	Iteration 15Q: 3 clusters Score -2.340389e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -23404504.000000 Penalty: 6003.666992
	Iteration 16Q: 3 clusters Score -2.34045e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -23404904.000000 Penalty: 6003.666992
	Iteration 17Q: 3 clusters Score -2.34049e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -23405402.000000 Penalty: 6003.666992
	Iteration 18Q: 3 clusters Score -2.34054e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -23405904.000000 Penalty: 6003.666992
	Iteration 19Q: 3 clusters Score -2.34059e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 166268 members 
Entering Unmasked Estep 
Score: -23406448.000000 Penalty: 6003.666992
	Iteration 20F: 3 clusters Score -2.340645e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -23406964.000000 Penalty: 6003.666992
	Iteration 21Q: 3 clusters Score -2.340696e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -23407256.000000 Penalty: 6003.666992
	Iteration 22Q: 3 clusters Score -2.340726e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -23407678.000000 Penalty: 6003.666992
	Iteration 23Q: 3 clusters Score -2.340768e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -23407968.000000 Penalty: 6003.666992
	Iteration 24Q: 3 clusters Score -2.340797e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -23408204.000000 Penalty: 6003.666992
	Iteration 25Q: 3 clusters Score -2.34082e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -23408316.000000 Penalty: 6003.666992
	Iteration 26Q: 3 clusters Score -2.340832e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 174108 members 
Entering Unmasked Estep 
Score: -23408410.000000 Penalty: 6003.666992
	Iteration 27Q: 3 clusters Score -2.340841e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -23408444.000000 Penalty: 6003.666992
	Iteration 28Q: 3 clusters Score -2.340844e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -23408586.000000 Penalty: 6003.666992
	Iteration 29Q: 3 clusters Score -2.340859e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 175907 members 
Entering Unmasked Estep 
Score: -23408614.000000 Penalty: 6003.666992
	Iteration 30Q: 3 clusters Score -2.340861e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 176380 members 
Entering Unmasked Estep 
Score: -23408636.000000 Penalty: 6003.666992
	Iteration 31Q: 3 clusters Score -2.340864e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 176799 members 
Entering Unmasked Estep 
Score: -23408738.000000 Penalty: 6003.666992
	Iteration 32Q: 3 clusters Score -2.340874e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -23408780.000000 Penalty: 6003.666992
	Iteration 33Q: 3 clusters Score -2.340878e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -23408806.000000 Penalty: 6003.666992
	Iteration 34Q: 3 clusters Score -2.340881e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 177669 members 
Entering Unmasked Estep 
Score: -23408804.000000 Penalty: 6003.666992
	Iteration 35Q: 3 clusters Score -2.34088e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -23408778.000000 Penalty: 6003.666992
	Iteration 36Q: 3 clusters Score -2.340878e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 177994 members 
Entering Unmasked Estep 
Score: -23408814.000000 Penalty: 6003.666992
	Iteration 37Q: 3 clusters Score -2.340881e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 178110 members 
Entering Unmasked Estep 
Score: -23408778.000000 Penalty: 6003.666992
	Iteration 38Q: 3 clusters Score -2.340878e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -23408808.000000 Penalty: 6003.666992
	Iteration 39Q: 3 clusters Score -2.340881e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 178289 members 
Entering Unmasked Estep 
Score: -23408792.000000 Penalty: 6003.666992
	Iteration 40F: 3 clusters Score -2.340879e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -23408772.000000 Penalty: 6003.666992
	Iteration 41Q: 3 clusters Score -2.340877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -23408770.000000 Penalty: 6003.666992
	Iteration 42Q: 3 clusters Score -2.340877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 178476 members 
Entering Unmasked Estep 
Score: -23408742.000000 Penalty: 6003.666992
	Iteration 43Q: 3 clusters Score -2.340874e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -23408706.000000 Penalty: 6003.666992
	Iteration 44Q: 3 clusters Score -2.340871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 178564 members 
Entering Unmasked Estep 
Score: -23408730.000000 Penalty: 6003.666992
	Iteration 45Q: 3 clusters Score -2.340873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 178606 members 
Entering Unmasked Estep 
Score: -23408728.000000 Penalty: 6003.666992
	Iteration 46Q: 3 clusters Score -2.340873e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -23408724.000000 Penalty: 6003.666992
	Iteration 47Q: 3 clusters Score -2.340872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -23408706.000000 Penalty: 6003.666992
	Iteration 48Q: 3 clusters Score -2.340871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 178717 members 
Entering Unmasked Estep 
Score: -23408698.000000 Penalty: 6003.666992
	Iteration 49Q: 3 clusters Score -2.34087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -23408678.000000 Penalty: 6003.666992
	Iteration 50Q: 3 clusters Score -2.340868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -23408684.000000 Penalty: 6003.666992
	Iteration 51Q: 3 clusters Score -2.340868e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -23408720.000000 Penalty: 6003.666992
	Iteration 52Q: 3 clusters Score -2.340872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -23408720.000000 Penalty: 6003.666992
	Iteration 53Q: 3 clusters Score -2.340872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -23408726.000000 Penalty: 6003.666992
	Iteration 54Q: 3 clusters Score -2.340873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 178945 members 
Entering Unmasked Estep 
Score: -23408738.000000 Penalty: 6003.666992
	Iteration 55Q: 3 clusters Score -2.340874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -23408760.000000 Penalty: 6003.666992
	Iteration 56Q: 3 clusters Score -2.340876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -23408768.000000 Penalty: 6003.666992
	Iteration 57Q: 3 clusters Score -2.340877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -23408748.000000 Penalty: 6003.666992
	Iteration 58Q: 3 clusters Score -2.340875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -23408756.000000 Penalty: 6003.666992
	Iteration 59Q: 3 clusters Score -2.340876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -23408770.000000 Penalty: 6003.666992
	Iteration 60F: 3 clusters Score -2.340877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 179067 members 
Entering Unmasked Estep 
Score: -23408782.000000 Penalty: 6003.666992
	Iteration 61Q: 3 clusters Score -2.340878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 179080 members 
Entering Unmasked Estep 
Score: -23408788.000000 Penalty: 6003.666992
	Iteration 62Q: 3 clusters Score -2.340879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -23408806.000000 Penalty: 6003.666992
	Iteration 63Q: 3 clusters Score -2.340881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -23408802.000000 Penalty: 6003.666992
	Iteration 64Q: 3 clusters Score -2.34088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -23408802.000000 Penalty: 6003.666992
	Iteration 65Q: 3 clusters Score -2.34088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -23408786.000000 Penalty: 6003.666992
	Iteration 66Q: 3 clusters Score -2.340879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -23408794.000000 Penalty: 6003.666992
	Iteration 67Q: 3 clusters Score -2.340879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 179156 members 
Entering Unmasked Estep 
Score: -23408798.000000 Penalty: 6003.666992
	Iteration 68Q: 3 clusters Score -2.34088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -23408786.000000 Penalty: 6003.666992
	Iteration 69Q: 3 clusters Score -2.340879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 179169 members 
Entering Unmasked Estep 
Score: -23408786.000000 Penalty: 6003.666992
	Iteration 70Q: 3 clusters Score -2.340879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -23408794.000000 Penalty: 6003.666992
	Iteration 71Q: 3 clusters Score -2.340879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -23408792.000000 Penalty: 6003.666992
	Iteration 72Q: 3 clusters Score -2.340879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -23408792.000000 Penalty: 6003.666992
	Iteration 73Q: 3 clusters Score -2.340879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 179186 members 
Entering Unmasked Estep 
Score: -23408796.000000 Penalty: 6003.666992
	Iteration 74Q: 3 clusters Score -2.34088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 179187 members 
Entering Unmasked Estep 
Score: -23408796.000000 Penalty: 6003.666992
	Iteration 75Q: 3 clusters Score -2.34088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23408802.000000 Penalty: 6003.666992
	Iteration 76Q: 3 clusters Score -2.34088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -23408798.000000 Penalty: 6003.666992
	Iteration 77Q: 3 clusters Score -2.34088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 179193 members 
Entering Unmasked Estep 
Score: -23408790.000000 Penalty: 6003.666992
	Iteration 78Q: 3 clusters Score -2.340879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -23408788.000000 Penalty: 6003.666992
	Iteration 79Q: 3 clusters Score -2.340879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 179193 members 
Entering Unmasked Estep 
Score: -23408790.000000 Penalty: 6003.666992
	Iteration 80F: 3 clusters Score -2.340879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23408788.000000 Penalty: 6003.666992
	Iteration 81Q: 3 clusters Score -2.340879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 179193 members 
Entering Unmasked Estep 
Score: -23408802.000000 Penalty: 6003.666992
	Iteration 82Q: 3 clusters Score -2.34088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -23408804.000000 Penalty: 6003.666992
	Iteration 83Q: 3 clusters Score -2.34088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -23408812.000000 Penalty: 6003.666992
	Iteration 84Q: 3 clusters Score -2.340881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 179200 members 
Entering Unmasked Estep 
Score: -23408818.000000 Penalty: 6003.666992
	Iteration 85Q: 3 clusters Score -2.340882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -23408806.000000 Penalty: 6003.666992
	Iteration 86Q: 3 clusters Score -2.340881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -23408802.000000 Penalty: 6003.666992
	Iteration 87Q: 3 clusters Score -2.34088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -23408804.000000 Penalty: 6003.666992
	Iteration 88Q: 3 clusters Score -2.34088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -23408804.000000 Penalty: 6003.666992
	Iteration 89F: 3 clusters Score -2.34088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1422553.875000 Penalty: 2314.364502
	Iteration 0F: 2 clusters Score -1422554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1413986.750000 Penalty: 4628.729004
	Iteration 0F: 3 clusters Score -1413987 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1416478.625000 Penalty: 4628.729004
	Iteration 1F: 3 clusters Score -1416479 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1416834.375000 Penalty: 4628.729004
	Iteration 2F: 3 clusters Score -1416834 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1417097.750000 Penalty: 4628.729004
	Iteration 3F: 3 clusters Score -1417098 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1417358.750000 Penalty: 4628.729004
	Iteration 4F: 3 clusters Score -1417359 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1417608.625000 Penalty: 4628.729004
	Iteration 5Q: 3 clusters Score -1417609 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1417909.375000 Penalty: 4628.729004
	Iteration 6Q: 3 clusters Score -1417909 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1418229.875000 Penalty: 4628.729004
	Iteration 7Q: 3 clusters Score -1418230 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1418644.000000 Penalty: 4628.729004
	Iteration 8F: 3 clusters Score -1418644 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1419084.375000 Penalty: 4628.729004
	Iteration 9F: 3 clusters Score -1419084 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1419500.875000 Penalty: 4628.729004
	Iteration 10Q: 3 clusters Score -1419501 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1419834.625000 Penalty: 4628.729004
	Iteration 11Q: 3 clusters Score -1419835 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1420101.000000 Penalty: 4628.729004
	Iteration 12Q: 3 clusters Score -1420101 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1420293.875000 Penalty: 4628.729004
	Iteration 13Q: 3 clusters Score -1420294 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1420440.750000 Penalty: 4628.729004
	Iteration 14Q: 3 clusters Score -1420441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1420535.500000 Penalty: 4628.729004
	Iteration 15Q: 3 clusters Score -1420536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1420590.375000 Penalty: 4628.729004
	Iteration 16Q: 3 clusters Score -1420590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1420642.125000 Penalty: 4628.729004
	Iteration 17Q: 3 clusters Score -1420642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1420667.875000 Penalty: 4628.729004
	Iteration 18Q: 3 clusters Score -1420668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1420684.750000 Penalty: 4628.729004
	Iteration 19Q: 3 clusters Score -1420685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1420695.750000 Penalty: 4628.729004
	Iteration 20F: 3 clusters Score -1420696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1420708.125000 Penalty: 4628.729004
	Iteration 21Q: 3 clusters Score -1420708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1420711.375000 Penalty: 4628.729004
	Iteration 22Q: 3 clusters Score -1420711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1420715.500000 Penalty: 4628.729004
	Iteration 23Q: 3 clusters Score -1420716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1420717.750000 Penalty: 4628.729004
	Iteration 24Q: 3 clusters Score -1420718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1420722.750000 Penalty: 4628.729004
	Iteration 25Q: 3 clusters Score -1420723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1420723.500000 Penalty: 4628.729004
	Iteration 26Q: 3 clusters Score -1420724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1420725.000000 Penalty: 4628.729004
	Iteration 27Q: 3 clusters Score -1420725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1420727.250000 Penalty: 4628.729004
	Iteration 28Q: 3 clusters Score -1420727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1420727.250000 Penalty: 4628.729004
	Iteration 29F: 3 clusters Score -1420727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Entering Unmasked Estep 
Score: -22879782.000000 Penalty: 2996.016846
	Iteration 0F: 2 clusters Score -2.287978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -22764626.000000 Penalty: 5992.033691
	Iteration 0F: 3 clusters Score -2.276463e+07 nChanged 84615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -22813812.000000 Penalty: 5992.033691
	Iteration 1F: 3 clusters Score -2.281381e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -22814618.000000 Penalty: 5992.033691
	Iteration 2Q: 3 clusters Score -2.281462e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -22815798.000000 Penalty: 5992.033691
	Iteration 3Q: 3 clusters Score -2.28158e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -22817782.000000 Penalty: 5992.033691
	Iteration 4Q: 3 clusters Score -2.281778e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -22821166.000000 Penalty: 5992.033691
	Iteration 5Q: 3 clusters Score -2.282117e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -22827328.000000 Penalty: 5992.033691
	Iteration 6F: 3 clusters Score -2.282733e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -22836778.000000 Penalty: 5992.033691
	Iteration 7F: 3 clusters Score -2.283678e+07 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -22849496.000000 Penalty: 5992.033691
	Iteration 8F: 3 clusters Score -2.28495e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -22861638.000000 Penalty: 5992.033691
	Iteration 9F: 3 clusters Score -2.286164e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -22870086.000000 Penalty: 5992.033691
	Iteration 10F: 3 clusters Score -2.287009e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -22874084.000000 Penalty: 5992.033691
	Iteration 11Q: 3 clusters Score -2.287408e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -22875902.000000 Penalty: 5992.033691
	Iteration 12Q: 3 clusters Score -2.28759e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -22876498.000000 Penalty: 5992.033691
	Iteration 13Q: 3 clusters Score -2.28765e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -22876750.000000 Penalty: 5992.033691
	Iteration 14Q: 3 clusters Score -2.287675e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -22876926.000000 Penalty: 5992.033691
	Iteration 15Q: 3 clusters Score -2.287693e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -22877044.000000 Penalty: 5992.033691
	Iteration 16Q: 3 clusters Score -2.287704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -22877076.000000 Penalty: 5992.033691
	Iteration 17Q: 3 clusters Score -2.287708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -22877126.000000 Penalty: 5992.033691
	Iteration 18Q: 3 clusters Score -2.287713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -22877128.000000 Penalty: 5992.033691
	Iteration 19Q: 3 clusters Score -2.287713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -22877124.000000 Penalty: 5992.033691
	Iteration 20F: 3 clusters Score -2.287712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -22877138.000000 Penalty: 5992.033691
	Iteration 21Q: 3 clusters Score -2.287714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -22877152.000000 Penalty: 5992.033691
	Iteration 22Q: 3 clusters Score -2.287715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -22877142.000000 Penalty: 5992.033691
	Iteration 23Q: 3 clusters Score -2.287714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -22877156.000000 Penalty: 5992.033691
	Iteration 24Q: 3 clusters Score -2.287716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -22877152.000000 Penalty: 5992.033691
	Iteration 25Q: 3 clusters Score -2.287715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -22877150.000000 Penalty: 5992.033691
	Iteration 26Q: 3 clusters Score -2.287715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -22877150.000000 Penalty: 5992.033691
	Iteration 27F: 3 clusters Score -2.287715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55943.941406 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55943.94 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56349.730469 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -56349.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56594.871094 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56594.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56770.222656 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -56770.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -56845.972656 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -56845.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -56870.046875 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -56870.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -56886.078125 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -56886.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -56911.640625 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -56911.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -56919.464844 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -56919.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -56921.351562 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -56921.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -56921.351562 Penalty: 3107.589355
	Iteration 10F: 3 clusters Score -56921.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -139601.359375 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -139601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137560.671875 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -137560.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137818.906250 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -137818.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137895.875000 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -137895.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137927.000000 Penalty: 3496.430420
	Iteration 3Q: 3 clusters Score -137927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137944.765625 Penalty: 3496.430420
	Iteration 4Q: 3 clusters Score -137944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137952.625000 Penalty: 3496.430420
	Iteration 5Q: 3 clusters Score -137952.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137965.546875 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -137965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137973.015625 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -137973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137975.937500 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -137975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -137976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137976.703125 Penalty: 3496.430420
	Iteration 10F: 3 clusters Score -137976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198198 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 168099 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 203028 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59934 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 180623 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 176436 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 22 clusters Score -1.385418e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198123 members 
Mstep: Class 4 contains 7906 members 
Mstep: Class 5 contains 168105 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202994 members 
Mstep: Class 11 contains 64285 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59947 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 180687 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 176459 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541840.000000 Penalty: 72410.773438
Iteration 120F: 22 clusters Score -1.385418e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 198063 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 168111 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202975 members 
Mstep: Class 11 contains 64286 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59955 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 180738 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 176460 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 22 clusters Score -1.385417e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197987 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 168125 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202974 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59966 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6219 members 
Mstep: Class 17 contains 180780 members 
Mstep: Class 18 contains 11289 members 
Mstep: Class 19 contains 176472 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
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Iteration 122Q: 22 clusters Score -1.385416e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197912 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 168133 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202957 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59974 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 180842 members 
Mstep: Class 18 contains 11288 members 
Mstep: Class 19 contains 176485 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 123Q: 22 clusters Score -1.385417e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197855 members 
Mstep: Class 4 contains 7912 members 
Mstep: Class 5 contains 168116 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202954 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 59987 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 180888 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 176496 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 124Q: 22 clusters Score -1.385418e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197813 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 168119 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202939 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60000 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 180918 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 176498 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 22 clusters Score -1.385416e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197766 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 168123 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202922 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60016 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6224 members 
Mstep: Class 17 contains 180942 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 176515 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 22 clusters Score -1.385416e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197732 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 168119 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202914 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60033 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 180970 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 176511 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 127Q: 22 clusters Score -1.385415e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197687 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 168119 members 
Mstep: Class 6 contains 4628 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202916 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60044 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11288 members 
Mstep: Class 19 contains 176509 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 128Q: 22 clusters Score -1.385416e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197613 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 168122 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202927 members 
Mstep: Class 11 contains 64294 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60050 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6224 members 
Mstep: Class 17 contains 181051 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 176488 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541664.000000 Penalty: 72410.773438
Iteration 129Q: 22 clusters Score -1.385417e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197563 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 168124 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202941 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60061 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 181104 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 176453 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 130Q: 22 clusters Score -1.385416e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197507 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 168128 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202951 members 
Mstep: Class 11 contains 64295 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60074 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 181139 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 176435 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 131Q: 22 clusters Score -1.385415e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197467 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 168136 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202951 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60082 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 181178 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 176407 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -1.385416e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197416 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 168146 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202955 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60088 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 181211 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 176391 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Score: -138541504.000000 Penalty: 72410.773438
Iteration 133Q: 22 clusters Score -1.385415e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197383 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 168151 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202960 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60094 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 181245 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 176366 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -1.385416e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197342 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 168151 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202976 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60096 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 181284 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 176351 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -1.385416e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197313 members 
Mstep: Class 4 contains 7921 members 
Mstep: Class 5 contains 168152 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202975 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60101 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 181319 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 176339 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -1.385417e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197274 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 168152 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202978 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60101 members 
Mstep: Class 14 contains 3304 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6234 members 
Mstep: Class 17 contains 181333 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 176356 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -1.385416e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197253 members 
Mstep: Class 4 contains 7926 members 
Mstep: Class 5 contains 168147 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202982 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60104 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6230 members 
Mstep: Class 17 contains 181320 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 176375 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -1.385416e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197253 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 168155 members 
Mstep: Class 6 contains 4688 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202973 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60107 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 181315 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 176371 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.385416e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197256 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 168160 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202956 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60112 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 181302 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 176370 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -1.385417e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197235 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 168154 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202955 members 
Mstep: Class 11 contains 64285 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60115 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 181300 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 176375 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -1.385416e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197210 members 
Mstep: Class 4 contains 7934 members 
Mstep: Class 5 contains 168160 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202940 members 
Mstep: Class 11 contains 64284 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60118 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 181302 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 176389 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -1.385416e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197203 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 168151 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202950 members 
Mstep: Class 11 contains 64283 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60119 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6230 members 
Mstep: Class 17 contains 181281 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 176414 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 143Q: 22 clusters Score -1.385416e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197165 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 168141 members 
Mstep: Class 6 contains 4734 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202946 members 
Mstep: Class 11 contains 64283 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60128 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 181279 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 176439 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541600.000000 Penalty: 72410.773438
Iteration 144Q: 22 clusters Score -1.385416e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197127 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 168132 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64285 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60131 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6246 members 
Mstep: Class 17 contains 181278 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 176461 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 145Q: 22 clusters Score -1.385416e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197079 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 168130 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202945 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60135 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 17 contains 181278 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 176488 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 146Q: 22 clusters Score -1.385418e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 197011 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 168137 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202955 members 
Mstep: Class 11 contains 64285 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60138 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 181308 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 176485 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541712.000000 Penalty: 72410.773438
Iteration 147Q: 22 clusters Score -1.385417e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196991 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 168145 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202947 members 
Mstep: Class 11 contains 64281 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60139 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6250 members 
Mstep: Class 17 contains 181291 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 176502 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541872.000000 Penalty: 72410.773438
Iteration 148Q: 22 clusters Score -1.385419e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196966 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 168157 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202935 members 
Mstep: Class 11 contains 64281 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60147 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 181278 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 176511 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 149Q: 22 clusters Score -1.385418e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196953 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 168158 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202935 members 
Mstep: Class 11 contains 64282 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60152 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 181269 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 176508 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 150Q: 22 clusters Score -1.385418e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196932 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 168150 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202938 members 
Mstep: Class 11 contains 64283 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60153 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 181276 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 176504 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 151Q: 22 clusters Score -1.385418e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196919 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 168150 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202938 members 
Mstep: Class 11 contains 64284 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60153 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 181273 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 176501 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541712.000000 Penalty: 72410.773438
Iteration 152Q: 22 clusters Score -1.385417e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196923 members 
Mstep: Class 4 contains 7952 members 
Mstep: Class 5 contains 168147 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202936 members 
Mstep: Class 11 contains 64285 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60156 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 181268 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 176489 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541776.000000 Penalty: 72410.773438
Iteration 153Q: 22 clusters Score -1.385418e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196879 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 168152 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202950 members 
Mstep: Class 11 contains 64286 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60158 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 181269 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 176495 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541696.000000 Penalty: 72410.773438
Iteration 154Q: 22 clusters Score -1.385417e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196863 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 168158 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202959 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60162 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 181250 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 176494 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 155Q: 22 clusters Score -1.385416e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196832 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 168152 members 
Mstep: Class 6 contains 4887 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202975 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60164 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6268 members 
Mstep: Class 17 contains 181250 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 176500 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 156Q: 22 clusters Score -1.385415e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196814 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 168154 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202990 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60164 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6273 members 
Mstep: Class 17 contains 181237 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 176504 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 157Q: 22 clusters Score -1.385415e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196806 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 168146 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202996 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6274 members 
Mstep: Class 17 contains 181240 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176504 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541600.000000 Penalty: 72410.773438
Iteration 158Q: 22 clusters Score -1.385416e+08 nChanged 266
Entering ConstructFrom: 
Score: -138541600.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21066.662109 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21066.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21252.511719 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21252.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21308.453125 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21308.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21326.892578 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21326.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21337.537109 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21337.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21347.773438 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21347.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21347.773438 Penalty: 2672.979736
	Iteration 6F: 3 clusters Score -21347.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95109.335938 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95109.34 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95374.148438 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95374.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95463.562500 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95463.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95537.804688 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95608.187500 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95608.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95719.867188 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95719.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95810.710938 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95810.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95862.109375 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95862.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95910.492188 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -95910.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95985.906250 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -95985.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96063.343750 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -96063.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96153.210938 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -96153.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96224.335938 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -96224.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96272.750000 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -96272.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96343.664062 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -96343.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96385.820312 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -96385.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96413.296875 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -96413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96422.953125 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -96422.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96436.015625 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -96436.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96443.734375 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -96443.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96444.632812 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96444.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196804 members 
Entering Unmasked Estep 
Score: -25402676.000000 Penalty: 3023.110840
	Iteration 0F: 2 clusters Score -2.540268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -25275370.000000 Penalty: 6046.221680
	Iteration 0F: 3 clusters Score -2.527537e+07 nChanged 94640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -25332486.000000 Penalty: 6046.221680
	Iteration 1F: 3 clusters Score -2.533249e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -25334588.000000 Penalty: 6046.221680
	Iteration 2Q: 3 clusters Score -2.533459e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -25337484.000000 Penalty: 6046.221680
	Iteration 3Q: 3 clusters Score -2.533748e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -25342070.000000 Penalty: 6046.221680
	Iteration 4Q: 3 clusters Score -2.534207e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -25349222.000000 Penalty: 6046.221680
	Iteration 5F: 3 clusters Score -2.534922e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -25358634.000000 Penalty: 6046.221680
	Iteration 6F: 3 clusters Score -2.535863e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -25368662.000000 Penalty: 6046.221680
	Iteration 7F: 3 clusters Score -2.536866e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -25376858.000000 Penalty: 6046.221680
	Iteration 8F: 3 clusters Score -2.537686e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -25381550.000000 Penalty: 6046.221680
	Iteration 9Q: 3 clusters Score -2.538155e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -25384026.000000 Penalty: 6046.221680
	Iteration 10Q: 3 clusters Score -2.538403e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -25385792.000000 Penalty: 6046.221680
	Iteration 11Q: 3 clusters Score -2.538579e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -25387234.000000 Penalty: 6046.221680
	Iteration 12Q: 3 clusters Score -2.538723e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -25388674.000000 Penalty: 6046.221680
	Iteration 13Q: 3 clusters Score -2.538867e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -25390202.000000 Penalty: 6046.221680
	Iteration 14Q: 3 clusters Score -2.53902e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173958 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -25391786.000000 Penalty: 6046.221680
	Iteration 15Q: 3 clusters Score -2.539179e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -25393292.000000 Penalty: 6046.221680
	Iteration 16Q: 3 clusters Score -2.539329e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179941 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -25394656.000000 Penalty: 6046.221680
	Iteration 17Q: 3 clusters Score -2.539466e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -25395914.000000 Penalty: 6046.221680
	Iteration 18Q: 3 clusters Score -2.539591e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -25396902.000000 Penalty: 6046.221680
	Iteration 19Q: 3 clusters Score -2.53969e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -25397780.000000 Penalty: 6046.221680
	Iteration 20F: 3 clusters Score -2.539778e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -25398372.000000 Penalty: 6046.221680
	Iteration 21Q: 3 clusters Score -2.539837e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -25398936.000000 Penalty: 6046.221680
	Iteration 22Q: 3 clusters Score -2.539894e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190272 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -25399304.000000 Penalty: 6046.221680
	Iteration 23Q: 3 clusters Score -2.53993e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191110 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -25399500.000000 Penalty: 6046.221680
	Iteration 24Q: 3 clusters Score -2.53995e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191804 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -25399780.000000 Penalty: 6046.221680
	Iteration 25Q: 3 clusters Score -2.539978e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192355 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -25399926.000000 Penalty: 6046.221680
	Iteration 26Q: 3 clusters Score -2.539993e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -25400040.000000 Penalty: 6046.221680
	Iteration 27Q: 3 clusters Score -2.540004e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193170 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -25400216.000000 Penalty: 6046.221680
	Iteration 28Q: 3 clusters Score -2.540022e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193481 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25400296.000000 Penalty: 6046.221680
	Iteration 29Q: 3 clusters Score -2.54003e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193734 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -25400334.000000 Penalty: 6046.221680
	Iteration 30Q: 3 clusters Score -2.540033e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -25400362.000000 Penalty: 6046.221680
	Iteration 31Q: 3 clusters Score -2.540036e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194130 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -25400398.000000 Penalty: 6046.221680
	Iteration 32Q: 3 clusters Score -2.54004e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194290 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25400480.000000 Penalty: 6046.221680
	Iteration 33Q: 3 clusters Score -2.540048e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194415 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -25400540.000000 Penalty: 6046.221680
	Iteration 34Q: 3 clusters Score -2.540054e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194508 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -25400578.000000 Penalty: 6046.221680
	Iteration 35Q: 3 clusters Score -2.540058e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194589 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -25400588.000000 Penalty: 6046.221680
	Iteration 36Q: 3 clusters Score -2.540059e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194677 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25400552.000000 Penalty: 6046.221680
	Iteration 37Q: 3 clusters Score -2.540055e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194748 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25400560.000000 Penalty: 6046.221680
	Iteration 38Q: 3 clusters Score -2.540056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194805 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -25400562.000000 Penalty: 6046.221680
	Iteration 39Q: 3 clusters Score -2.540056e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194863 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25400622.000000 Penalty: 6046.221680
	Iteration 40F: 3 clusters Score -2.540062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25400636.000000 Penalty: 6046.221680
	Iteration 41Q: 3 clusters Score -2.540064e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -25400684.000000 Penalty: 6046.221680
	Iteration 42Q: 3 clusters Score -2.540068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194990 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -25400690.000000 Penalty: 6046.221680
	Iteration 43Q: 3 clusters Score -2.540069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25400698.000000 Penalty: 6046.221680
	Iteration 44Q: 3 clusters Score -2.54007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -25400700.000000 Penalty: 6046.221680
	Iteration 45Q: 3 clusters Score -2.54007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195086 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25400694.000000 Penalty: 6046.221680
	Iteration 46Q: 3 clusters Score -2.540069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -25400708.000000 Penalty: 6046.221680
	Iteration 47Q: 3 clusters Score -2.540071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195128 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -25400704.000000 Penalty: 6046.221680
	Iteration 48Q: 3 clusters Score -2.54007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195133 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25400714.000000 Penalty: 6046.221680
	Iteration 49Q: 3 clusters Score -2.540071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -25400712.000000 Penalty: 6046.221680
	Iteration 50Q: 3 clusters Score -2.540071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195160 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25400708.000000 Penalty: 6046.221680
	Iteration 51Q: 3 clusters Score -2.540071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195167 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -25400720.000000 Penalty: 6046.221680
	Iteration 52Q: 3 clusters Score -2.540072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25400712.000000 Penalty: 6046.221680
	Iteration 53Q: 3 clusters Score -2.540071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25400716.000000 Penalty: 6046.221680
	Iteration 54Q: 3 clusters Score -2.540072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195199 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -25400726.000000 Penalty: 6046.221680
	Iteration 55Q: 3 clusters Score -2.540073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195204 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25400700.000000 Penalty: 6046.221680
	Iteration 56Q: 3 clusters Score -2.54007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195211 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25400714.000000 Penalty: 6046.221680
	Iteration 57Q: 3 clusters Score -2.540071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195216 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25400690.000000 Penalty: 6046.221680
	Iteration 58Q: 3 clusters Score -2.540069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195218 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -25400702.000000 Penalty: 6046.221680
	Iteration 59Q: 3 clusters Score -2.54007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195222 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -25400692.000000 Penalty: 6046.221680
	Iteration 60F: 3 clusters Score -2.540069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195230 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25400674.000000 Penalty: 6046.221680
	Iteration 61Q: 3 clusters Score -2.540067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25400650.000000 Penalty: 6046.221680
	Iteration 62Q: 3 clusters Score -2.540065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25400664.000000 Penalty: 6046.221680
	Iteration 63Q: 3 clusters Score -2.540066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195243 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -25400656.000000 Penalty: 6046.221680
	Iteration 64Q: 3 clusters Score -2.540066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195251 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25400680.000000 Penalty: 6046.221680
	Iteration 65Q: 3 clusters Score -2.540068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195254 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -25400662.000000 Penalty: 6046.221680
	Iteration 66Q: 3 clusters Score -2.540066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195256 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -25400674.000000 Penalty: 6046.221680
	Iteration 67Q: 3 clusters Score -2.540067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195261 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -25400680.000000 Penalty: 6046.221680
	Iteration 68Q: 3 clusters Score -2.540068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25400706.000000 Penalty: 6046.221680
	Iteration 69Q: 3 clusters Score -2.540071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25400712.000000 Penalty: 6046.221680
	Iteration 70Q: 3 clusters Score -2.540071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25400718.000000 Penalty: 6046.221680
	Iteration 71Q: 3 clusters Score -2.540072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -25400720.000000 Penalty: 6046.221680
	Iteration 72Q: 3 clusters Score -2.540072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195284 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25400738.000000 Penalty: 6046.221680
	Iteration 73Q: 3 clusters Score -2.540074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25400732.000000 Penalty: 6046.221680
	Iteration 74Q: 3 clusters Score -2.540073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195288 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25400728.000000 Penalty: 6046.221680
	Iteration 75Q: 3 clusters Score -2.540073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195289 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25400734.000000 Penalty: 6046.221680
	Iteration 76Q: 3 clusters Score -2.540073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -25400740.000000 Penalty: 6046.221680
	Iteration 77Q: 3 clusters Score -2.540074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195289 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25400740.000000 Penalty: 6046.221680
	Iteration 78Q: 3 clusters Score -2.540074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195289 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25400740.000000 Penalty: 6046.221680
	Iteration 79F: 3 clusters Score -2.540074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -973103.187500 Penalty: 2227.488281
	Iteration 0F: 2 clusters Score -973103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -966778.250000 Penalty: 4454.976562
	Iteration 0F: 3 clusters Score -966778.2 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -968525.625000 Penalty: 4454.976562
	Iteration 1F: 3 clusters Score -968525.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -968826.875000 Penalty: 4454.976562
	Iteration 2F: 3 clusters Score -968826.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -969055.625000 Penalty: 4454.976562
	Iteration 3F: 3 clusters Score -969055.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -969278.312500 Penalty: 4454.976562
	Iteration 4Q: 3 clusters Score -969278.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -969517.250000 Penalty: 4454.976562
	Iteration 5Q: 3 clusters Score -969517.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -969750.125000 Penalty: 4454.976562
	Iteration 6Q: 3 clusters Score -969750.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -970004.687500 Penalty: 4454.976562
	Iteration 7Q: 3 clusters Score -970004.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -970261.812500 Penalty: 4454.976562
	Iteration 8Q: 3 clusters Score -970261.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -970493.812500 Penalty: 4454.976562
	Iteration 9Q: 3 clusters Score -970493.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -970703.437500 Penalty: 4454.976562
	Iteration 10Q: 3 clusters Score -970703.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -970909.750000 Penalty: 4454.976562
	Iteration 11Q: 3 clusters Score -970909.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -971117.687500 Penalty: 4454.976562
	Iteration 12Q: 3 clusters Score -971117.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -971310.062500 Penalty: 4454.976562
	Iteration 13Q: 3 clusters Score -971310.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -971467.000000 Penalty: 4454.976562
	Iteration 14Q: 3 clusters Score -971467 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -971559.812500 Penalty: 4454.976562
	Iteration 15Q: 3 clusters Score -971559.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -971611.687500 Penalty: 4454.976562
	Iteration 16Q: 3 clusters Score -971611.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -971643.437500 Penalty: 4454.976562
	Iteration 17Q: 3 clusters Score -971643.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -971664.625000 Penalty: 4454.976562
	Iteration 18Q: 3 clusters Score -971664.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -971681.812500 Penalty: 4454.976562
	Iteration 19Q: 3 clusters Score -971681.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -971693.000000 Penalty: 4454.976562
	Iteration 20F: 3 clusters Score -971693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -971697.687500 Penalty: 4454.976562
	Iteration 21Q: 3 clusters Score -971697.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -971702.875000 Penalty: 4454.976562
	Iteration 22Q: 3 clusters Score -971702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -971703.812500 Penalty: 4454.976562
	Iteration 23Q: 3 clusters Score -971703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -971707.125000 Penalty: 4454.976562
	Iteration 24Q: 3 clusters Score -971707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -971705.375000 Penalty: 4454.976562
	Iteration 25Q: 3 clusters Score -971705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -971706.187500 Penalty: 4454.976562
	Iteration 26Q: 3 clusters Score -971706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -971705.312500 Penalty: 4454.976562
	Iteration 27Q: 3 clusters Score -971705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -971709.812500 Penalty: 4454.976562
	Iteration 28Q: 3 clusters Score -971709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -971709.687500 Penalty: 4454.976562
	Iteration 29Q: 3 clusters Score -971709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -971709.750000 Penalty: 4454.976562
	Iteration 30Q: 3 clusters Score -971709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -971711.750000 Penalty: 4454.976562
	Iteration 31Q: 3 clusters Score -971711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -971712.125000 Penalty: 4454.976562
	Iteration 32Q: 3 clusters Score -971712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -971712.125000 Penalty: 4454.976562
	Iteration 33F: 3 clusters Score -971712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Entering Unmasked Estep 
Score: -21710206.000000 Penalty: 2984.080322
	Iteration 0F: 2 clusters Score -2.171021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -21602518.000000 Penalty: 5968.160645
	Iteration 0F: 3 clusters Score -2.160252e+07 nChanged 80503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -21649052.000000 Penalty: 5968.160645
	Iteration 1F: 3 clusters Score -2.164905e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -21650350.000000 Penalty: 5968.160645
	Iteration 2Q: 3 clusters Score -2.165035e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -21651928.000000 Penalty: 5968.160645
	Iteration 3Q: 3 clusters Score -2.165193e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -21654218.000000 Penalty: 5968.160645
	Iteration 4Q: 3 clusters Score -2.165422e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -21657598.000000 Penalty: 5968.160645
	Iteration 5Q: 3 clusters Score -2.16576e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -21662564.000000 Penalty: 5968.160645
	Iteration 6F: 3 clusters Score -2.166256e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -21668202.000000 Penalty: 5968.160645
	Iteration 7F: 3 clusters Score -2.16682e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 115696 members 
Entering Unmasked Estep 
Score: -21674748.000000 Penalty: 5968.160645
	Iteration 8F: 3 clusters Score -2.167475e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -21681418.000000 Penalty: 5968.160645
	Iteration 9F: 3 clusters Score -2.168142e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -21686824.000000 Penalty: 5968.160645
	Iteration 10F: 3 clusters Score -2.168682e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 135282 members 
Entering Unmasked Estep 
Score: -21691116.000000 Penalty: 5968.160645
	Iteration 11Q: 3 clusters Score -2.169112e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 139716 members 
Entering Unmasked Estep 
Score: -21694422.000000 Penalty: 5968.160645
	Iteration 12Q: 3 clusters Score -2.169442e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -21696680.000000 Penalty: 5968.160645
	Iteration 13Q: 3 clusters Score -2.169668e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -21698256.000000 Penalty: 5968.160645
	Iteration 14Q: 3 clusters Score -2.169826e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 148251 members 
Entering Unmasked Estep 
Score: -21699426.000000 Penalty: 5968.160645
	Iteration 15Q: 3 clusters Score -2.169943e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -21700602.000000 Penalty: 5968.160645
	Iteration 16Q: 3 clusters Score -2.17006e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -21701326.000000 Penalty: 5968.160645
	Iteration 17Q: 3 clusters Score -2.170133e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 154007 members 
Entering Unmasked Estep 
Score: -21702028.000000 Penalty: 5968.160645
	Iteration 18Q: 3 clusters Score -2.170203e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -21702892.000000 Penalty: 5968.160645
	Iteration 19Q: 3 clusters Score -2.170289e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -21703538.000000 Penalty: 5968.160645
	Iteration 20F: 3 clusters Score -2.170354e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -21704260.000000 Penalty: 5968.160645
	Iteration 21Q: 3 clusters Score -2.170426e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -21704932.000000 Penalty: 5968.160645
	Iteration 22Q: 3 clusters Score -2.170493e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -21705518.000000 Penalty: 5968.160645
	Iteration 23Q: 3 clusters Score -2.170552e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -21706096.000000 Penalty: 5968.160645
	Iteration 24Q: 3 clusters Score -2.17061e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -21706624.000000 Penalty: 5968.160645
	Iteration 25Q: 3 clusters Score -2.170662e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -21707022.000000 Penalty: 5968.160645
	Iteration 26Q: 3 clusters Score -2.170702e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -21707370.000000 Penalty: 5968.160645
	Iteration 27Q: 3 clusters Score -2.170737e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -21707716.000000 Penalty: 5968.160645
	Iteration 28Q: 3 clusters Score -2.170772e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 164930 members 
Entering Unmasked Estep 
Score: -21707908.000000 Penalty: 5968.160645
	Iteration 29Q: 3 clusters Score -2.170791e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -21708104.000000 Penalty: 5968.160645
	Iteration 30Q: 3 clusters Score -2.17081e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -21708242.000000 Penalty: 5968.160645
	Iteration 31Q: 3 clusters Score -2.170824e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 165462 members 
Entering Unmasked Estep 
Score: -21708286.000000 Penalty: 5968.160645
	Iteration 32Q: 3 clusters Score -2.170829e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -21708328.000000 Penalty: 5968.160645
	Iteration 33Q: 3 clusters Score -2.170833e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 165647 members 
Entering Unmasked Estep 
Score: -21708414.000000 Penalty: 5968.160645
	Iteration 34Q: 3 clusters Score -2.170841e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -21708436.000000 Penalty: 5968.160645
	Iteration 35Q: 3 clusters Score -2.170844e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -21708472.000000 Penalty: 5968.160645
	Iteration 36Q: 3 clusters Score -2.170847e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -21708532.000000 Penalty: 5968.160645
	Iteration 37Q: 3 clusters Score -2.170853e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -21708544.000000 Penalty: 5968.160645
	Iteration 38Q: 3 clusters Score -2.170854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -21708546.000000 Penalty: 5968.160645
	Iteration 39Q: 3 clusters Score -2.170855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 165868 members 
Entering Unmasked Estep 
Score: -21708590.000000 Penalty: 5968.160645
	Iteration 40F: 3 clusters Score -2.170859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -21708632.000000 Penalty: 5968.160645
	Iteration 41Q: 3 clusters Score -2.170863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 165870 members 
Entering Unmasked Estep 
Score: -21708640.000000 Penalty: 5968.160645
	Iteration 42Q: 3 clusters Score -2.170864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -21708642.000000 Penalty: 5968.160645
	Iteration 43Q: 3 clusters Score -2.170864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -21708646.000000 Penalty: 5968.160645
	Iteration 44Q: 3 clusters Score -2.170865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -21708658.000000 Penalty: 5968.160645
	Iteration 45Q: 3 clusters Score -2.170866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -21708656.000000 Penalty: 5968.160645
	Iteration 46Q: 3 clusters Score -2.170866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -21708660.000000 Penalty: 5968.160645
	Iteration 47Q: 3 clusters Score -2.170866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -21708670.000000 Penalty: 5968.160645
	Iteration 48Q: 3 clusters Score -2.170867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -21708690.000000 Penalty: 5968.160645
	Iteration 49Q: 3 clusters Score -2.170869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -21708692.000000 Penalty: 5968.160645
	Iteration 50Q: 3 clusters Score -2.170869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -21708714.000000 Penalty: 5968.160645
	Iteration 51Q: 3 clusters Score -2.170871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 165860 members 
Entering Unmasked Estep 
Score: -21708702.000000 Penalty: 5968.160645
	Iteration 52Q: 3 clusters Score -2.17087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -21708698.000000 Penalty: 5968.160645
	Iteration 53Q: 3 clusters Score -2.17087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -21708694.000000 Penalty: 5968.160645
	Iteration 54Q: 3 clusters Score -2.170869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -21708714.000000 Penalty: 5968.160645
	Iteration 55Q: 3 clusters Score -2.170871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 165851 members 
Entering Unmasked Estep 
Score: -21708708.000000 Penalty: 5968.160645
	Iteration 56Q: 3 clusters Score -2.170871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 165851 members 
Entering Unmasked Estep 
Score: -21708712.000000 Penalty: 5968.160645
	Iteration 57Q: 3 clusters Score -2.170871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -21708714.000000 Penalty: 5968.160645
	Iteration 58Q: 3 clusters Score -2.170871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 165848 members 
Entering Unmasked Estep 
Score: -21708728.000000 Penalty: 5968.160645
	Iteration 59Q: 3 clusters Score -2.170873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 165848 members 
Entering Unmasked Estep 
Score: -21708728.000000 Penalty: 5968.160645
	Iteration 60F: 3 clusters Score -2.170873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -629515.812500 Penalty: 2106.645508
	Iteration 0F: 2 clusters Score -629515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -625038.937500 Penalty: 4213.291016
	Iteration 0F: 3 clusters Score -625038.9 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -626147.437500 Penalty: 4213.291016
	Iteration 1F: 3 clusters Score -626147.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -626416.375000 Penalty: 4213.291016
	Iteration 2F: 3 clusters Score -626416.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -626655.375000 Penalty: 4213.291016
	Iteration 3F: 3 clusters Score -626655.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -626846.312500 Penalty: 4213.291016
	Iteration 4F: 3 clusters Score -626846.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -627006.312500 Penalty: 4213.291016
	Iteration 5Q: 3 clusters Score -627006.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -627136.250000 Penalty: 4213.291016
	Iteration 6Q: 3 clusters Score -627136.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -627252.937500 Penalty: 4213.291016
	Iteration 7Q: 3 clusters Score -627252.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -627368.312500 Penalty: 4213.291016
	Iteration 8Q: 3 clusters Score -627368.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -627456.625000 Penalty: 4213.291016
	Iteration 9Q: 3 clusters Score -627456.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -627552.187500 Penalty: 4213.291016
	Iteration 10Q: 3 clusters Score -627552.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -627640.375000 Penalty: 4213.291016
	Iteration 11Q: 3 clusters Score -627640.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -627708.937500 Penalty: 4213.291016
	Iteration 12Q: 3 clusters Score -627708.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -627775.625000 Penalty: 4213.291016
	Iteration 13Q: 3 clusters Score -627775.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -627821.750000 Penalty: 4213.291016
	Iteration 14Q: 3 clusters Score -627821.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -627867.187500 Penalty: 4213.291016
	Iteration 15Q: 3 clusters Score -627867.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -627896.437500 Penalty: 4213.291016
	Iteration 16Q: 3 clusters Score -627896.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -627921.375000 Penalty: 4213.291016
	Iteration 17Q: 3 clusters Score -627921.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -627941.875000 Penalty: 4213.291016
	Iteration 18Q: 3 clusters Score -627941.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -627951.000000 Penalty: 4213.291016
	Iteration 19Q: 3 clusters Score -627951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -627956.000000 Penalty: 4213.291016
	Iteration 20F: 3 clusters Score -627956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -627965.000000 Penalty: 4213.291016
	Iteration 21Q: 3 clusters Score -627965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -627971.937500 Penalty: 4213.291016
	Iteration 22Q: 3 clusters Score -627971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -627976.437500 Penalty: 4213.291016
	Iteration 23Q: 3 clusters Score -627976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -627979.250000 Penalty: 4213.291016
	Iteration 24Q: 3 clusters Score -627979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -627980.812500 Penalty: 4213.291016
	Iteration 25Q: 3 clusters Score -627980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -627982.000000 Penalty: 4213.291016
	Iteration 26Q: 3 clusters Score -627982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -627980.062500 Penalty: 4213.291016
	Iteration 27Q: 3 clusters Score -627980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -627981.437500 Penalty: 4213.291016
	Iteration 28Q: 3 clusters Score -627981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -627983.812500 Penalty: 4213.291016
	Iteration 29Q: 3 clusters Score -627983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -627986.937500 Penalty: 4213.291016
	Iteration 30Q: 3 clusters Score -627986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -627988.187500 Penalty: 4213.291016
	Iteration 31Q: 3 clusters Score -627988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -627990.562500 Penalty: 4213.291016
	Iteration 32Q: 3 clusters Score -627990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -627989.875000 Penalty: 4213.291016
	Iteration 33Q: 3 clusters Score -627989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -627990.375000 Penalty: 4213.291016
	Iteration 34Q: 3 clusters Score -627990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -627992.000000 Penalty: 4213.291016
	Iteration 35Q: 3 clusters Score -627992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -627992.062500 Penalty: 4213.291016
	Iteration 36Q: 3 clusters Score -627992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -627993.250000 Penalty: 4213.291016
	Iteration 37Q: 3 clusters Score -627993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -627993.250000 Penalty: 4213.291016
	Iteration 38F: 3 clusters Score -627993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -56011.140625 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -56011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54523.699219 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -54523.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54669.828125 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -54669.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54712.203125 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -54712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54724.882812 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -54724.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54729.351562 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -54729.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54731.046875 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -54731.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54731.046875 Penalty: 3047.516113
	Iteration 6F: 3 clusters Score -54731.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -399593.406250 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -399593.4 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 1627 members 
Entering Unmasked Estep 
Score: -396144.218750 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -396144.2 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -396893.531250 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -396893.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -397138.906250 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -397138.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -397322.218750 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -397322.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -397465.500000 Penalty: 4012.991455
	Iteration 4Q: 3 clusters Score -397465.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -397579.000000 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -397579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -397659.156250 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -397659.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -397737.843750 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -397737.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -397804.531250 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -397804.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -397854.437500 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -397854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -397897.468750 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -397897.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -397933.500000 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -397933.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397967.750000 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -397967.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -397988.656250 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -397988.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -398012.031250 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -398012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -398034.312500 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -398034.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -398044.843750 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -398044.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -398058.562500 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -398058.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -398071.625000 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -398071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -398083.625000 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -398083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -398091.125000 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -398091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -398096.906250 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -398096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -398104.750000 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -398104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -398108.593750 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -398108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -398111.906250 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -398111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -398113.000000 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -398113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -398115.218750 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -398115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -398116.062500 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -398116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -398117.093750 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -398117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -398118.218750 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -398118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -398118.218750 Penalty: 4012.991455
	Iteration 30F: 3 clusters Score -398118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 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 140 members 
Entering Unmasked Estep 
Score: -27398.693359 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27398.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27482.511719 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27482.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27517.970703 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27517.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27534.312500 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -27534.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27534.312500 Penalty: 2774.976807
	Iteration 4F: 3 clusters Score -27534.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202982 members 
Entering Unmasked Estep 
Score: -26202318.000000 Penalty: 3030.776367
	Iteration 0F: 2 clusters Score -2.620232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -26071140.000000 Penalty: 6061.552734
	Iteration 0F: 3 clusters Score -2.607114e+07 nChanged 97345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -26129662.000000 Penalty: 6061.552734
	Iteration 1F: 3 clusters Score -2.612966e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -26132514.000000 Penalty: 6061.552734
	Iteration 2Q: 3 clusters Score -2.613251e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -26137262.000000 Penalty: 6061.552734
	Iteration 3F: 3 clusters Score -2.613726e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -26146322.000000 Penalty: 6061.552734
	Iteration 4F: 3 clusters Score -2.614632e+07 nChanged 17348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -26160602.000000 Penalty: 6061.552734
	Iteration 5F: 3 clusters Score -2.61606e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -26177858.000000 Penalty: 6061.552734
	Iteration 6F: 3 clusters Score -2.617786e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190753 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -26190414.000000 Penalty: 6061.552734
	Iteration 7F: 3 clusters Score -2.619041e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198424 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -26196754.000000 Penalty: 6061.552734
	Iteration 8Q: 3 clusters Score -2.619675e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26198776.000000 Penalty: 6061.552734
	Iteration 9Q: 3 clusters Score -2.619878e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -26199368.000000 Penalty: 6061.552734
	Iteration 10Q: 3 clusters Score -2.619937e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26199540.000000 Penalty: 6061.552734
	Iteration 11Q: 3 clusters Score -2.619954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202726 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26199566.000000 Penalty: 6061.552734
	Iteration 12Q: 3 clusters Score -2.619957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202751 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26199596.000000 Penalty: 6061.552734
	Iteration 13Q: 3 clusters Score -2.61996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26199638.000000 Penalty: 6061.552734
	Iteration 14Q: 3 clusters Score -2.619964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202769 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26199672.000000 Penalty: 6061.552734
	Iteration 15Q: 3 clusters Score -2.619967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202773 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26199680.000000 Penalty: 6061.552734
	Iteration 16Q: 3 clusters Score -2.619968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202774 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26199700.000000 Penalty: 6061.552734
	Iteration 17Q: 3 clusters Score -2.61997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202775 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26199690.000000 Penalty: 6061.552734
	Iteration 18Q: 3 clusters Score -2.619969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202775 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26199690.000000 Penalty: 6061.552734
	Iteration 19F: 3 clusters Score -2.619969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Entering Unmasked Estep 
Score: -8316341.000000 Penalty: 2745.651367
	Iteration 0F: 2 clusters Score -8316341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -8273281.500000 Penalty: 5491.302734
	Iteration 0F: 3 clusters Score -8273282 nChanged 29878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -8289990.500000 Penalty: 5491.302734
	Iteration 1F: 3 clusters Score -8289990 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8290551.500000 Penalty: 5491.302734
	Iteration 2Q: 3 clusters Score -8290552 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -8291168.000000 Penalty: 5491.302734
	Iteration 3Q: 3 clusters Score -8291168 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -8291793.500000 Penalty: 5491.302734
	Iteration 4Q: 3 clusters Score -8291794 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -8292545.000000 Penalty: 5491.302734
	Iteration 5Q: 3 clusters Score -8292545 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8293388.000000 Penalty: 5491.302734
	Iteration 6Q: 3 clusters Score -8293388 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -8294430.500000 Penalty: 5491.302734
	Iteration 7Q: 3 clusters Score -8294430 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -8295543.000000 Penalty: 5491.302734
	Iteration 8Q: 3 clusters Score -8295543 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -8296894.000000 Penalty: 5491.302734
	Iteration 9Q: 3 clusters Score -8296894 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -8298471.500000 Penalty: 5491.302734
	Iteration 10Q: 3 clusters Score -8298472 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -8300131.500000 Penalty: 5491.302734
	Iteration 11Q: 3 clusters Score -8300132 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -8301920.500000 Penalty: 5491.302734
	Iteration 12Q: 3 clusters Score -8301920 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -8303740.500000 Penalty: 5491.302734
	Iteration 13Q: 3 clusters Score -8303740 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -8305271.000000 Penalty: 5491.302734
	Iteration 14Q: 3 clusters Score -8305271 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -8306185.500000 Penalty: 5491.302734
	Iteration 15Q: 3 clusters Score -8306186 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -8306798.500000 Penalty: 5491.302734
	Iteration 16Q: 3 clusters Score -8306798 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -8307181.000000 Penalty: 5491.302734
	Iteration 17Q: 3 clusters Score -8307181 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -8307455.500000 Penalty: 5491.302734
	Iteration 18Q: 3 clusters Score -8307456 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8307716.500000 Penalty: 5491.302734
	Iteration 19Q: 3 clusters Score -8307716 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -8307950.500000 Penalty: 5491.302734
	Iteration 20F: 3 clusters Score -8307950 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -8308206.500000 Penalty: 5491.302734
	Iteration 21Q: 3 clusters Score -8308206 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -8308436.500000 Penalty: 5491.302734
	Iteration 22Q: 3 clusters Score -8308436 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -8308555.000000 Penalty: 5491.302734
	Iteration 23Q: 3 clusters Score -8308555 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -8308716.500000 Penalty: 5491.302734
	Iteration 24Q: 3 clusters Score -8308716 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -8308827.000000 Penalty: 5491.302734
	Iteration 25Q: 3 clusters Score -8308827 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8308963.500000 Penalty: 5491.302734
	Iteration 26Q: 3 clusters Score -8308964 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -8309054.500000 Penalty: 5491.302734
	Iteration 27Q: 3 clusters Score -8309054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8309137.500000 Penalty: 5491.302734
	Iteration 28Q: 3 clusters Score -8309138 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8309199.500000 Penalty: 5491.302734
	Iteration 29Q: 3 clusters Score -8309200 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8309261.000000 Penalty: 5491.302734
	Iteration 30Q: 3 clusters Score -8309261 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8309307.000000 Penalty: 5491.302734
	Iteration 31Q: 3 clusters Score -8309307 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8309335.500000 Penalty: 5491.302734
	Iteration 32Q: 3 clusters Score -8309336 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -8309415.500000 Penalty: 5491.302734
	Iteration 33Q: 3 clusters Score -8309416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8309436.000000 Penalty: 5491.302734
	Iteration 34Q: 3 clusters Score -8309436 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8309498.000000 Penalty: 5491.302734
	Iteration 35Q: 3 clusters Score -8309498 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -8309531.000000 Penalty: 5491.302734
	Iteration 36Q: 3 clusters Score -8309531 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -8309571.000000 Penalty: 5491.302734
	Iteration 37Q: 3 clusters Score -8309571 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8309589.000000 Penalty: 5491.302734
	Iteration 38Q: 3 clusters Score -8309589 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -8309628.000000 Penalty: 5491.302734
	Iteration 39Q: 3 clusters Score -8309628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8309668.000000 Penalty: 5491.302734
	Iteration 40F: 3 clusters Score -8309668 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -8309685.000000 Penalty: 5491.302734
	Iteration 41Q: 3 clusters Score -8309685 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8309734.000000 Penalty: 5491.302734
	Iteration 42Q: 3 clusters Score -8309734 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -8309745.000000 Penalty: 5491.302734
	Iteration 43Q: 3 clusters Score -8309745 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -8309757.500000 Penalty: 5491.302734
	Iteration 44Q: 3 clusters Score -8309758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -8309775.500000 Penalty: 5491.302734
	Iteration 45Q: 3 clusters Score -8309776 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8309780.500000 Penalty: 5491.302734
	Iteration 46Q: 3 clusters Score -8309780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -8309840.000000 Penalty: 5491.302734
	Iteration 47Q: 3 clusters Score -8309840 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8309881.500000 Penalty: 5491.302734
	Iteration 48Q: 3 clusters Score -8309882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -8309920.500000 Penalty: 5491.302734
	Iteration 49Q: 3 clusters Score -8309920 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -8309956.500000 Penalty: 5491.302734
	Iteration 50Q: 3 clusters Score -8309956 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -8309982.500000 Penalty: 5491.302734
	Iteration 51Q: 3 clusters Score -8309982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -8310020.500000 Penalty: 5491.302734
	Iteration 52Q: 3 clusters Score -8310020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -8310041.000000 Penalty: 5491.302734
	Iteration 53Q: 3 clusters Score -8310041 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8310080.500000 Penalty: 5491.302734
	Iteration 54Q: 3 clusters Score -8310080 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -8310113.000000 Penalty: 5491.302734
	Iteration 55Q: 3 clusters Score -8310113 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8310149.000000 Penalty: 5491.302734
	Iteration 56Q: 3 clusters Score -8310149 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -8310204.500000 Penalty: 5491.302734
	Iteration 57Q: 3 clusters Score -8310204 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -8310267.000000 Penalty: 5491.302734
	Iteration 58Q: 3 clusters Score -8310267 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8310323.500000 Penalty: 5491.302734
	Iteration 59Q: 3 clusters Score -8310324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8310356.500000 Penalty: 5491.302734
	Iteration 60F: 3 clusters Score -8310356 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8310384.500000 Penalty: 5491.302734
	Iteration 61Q: 3 clusters Score -8310384 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8310448.000000 Penalty: 5491.302734
	Iteration 62Q: 3 clusters Score -8310448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8310475.500000 Penalty: 5491.302734
	Iteration 63Q: 3 clusters Score -8310476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8310525.000000 Penalty: 5491.302734
	Iteration 64Q: 3 clusters Score -8310525 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8310545.000000 Penalty: 5491.302734
	Iteration 65Q: 3 clusters Score -8310545 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8310598.500000 Penalty: 5491.302734
	Iteration 66Q: 3 clusters Score -8310598 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8310611.500000 Penalty: 5491.302734
	Iteration 67Q: 3 clusters Score -8310612 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -8310669.000000 Penalty: 5491.302734
	Iteration 68Q: 3 clusters Score -8310669 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8310701.500000 Penalty: 5491.302734
	Iteration 69Q: 3 clusters Score -8310702 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8310740.000000 Penalty: 5491.302734
	Iteration 70Q: 3 clusters Score -8310740 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8310777.000000 Penalty: 5491.302734
	Iteration 71Q: 3 clusters Score -8310777 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8310818.000000 Penalty: 5491.302734
	Iteration 72Q: 3 clusters Score -8310818 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -8310833.500000 Penalty: 5491.302734
	Iteration 73Q: 3 clusters Score -8310834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -8310873.500000 Penalty: 5491.302734
	Iteration 74Q: 3 clusters Score -8310874 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -8310904.000000 Penalty: 5491.302734
	Iteration 75Q: 3 clusters Score -8310904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -8310949.000000 Penalty: 5491.302734
	Iteration 76Q: 3 clusters Score -8310949 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -8311001.000000 Penalty: 5491.302734
	Iteration 77Q: 3 clusters Score -8311001 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -8311022.000000 Penalty: 5491.302734
	Iteration 78Q: 3 clusters Score -8311022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -8311065.000000 Penalty: 5491.302734
	Iteration 79Q: 3 clusters Score -8311065 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 49752 members 
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Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8311404 nChanged 247
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Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8311496 nChanged 270
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Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8311822 nChanged 274
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Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8311946 nChanged 292
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Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8312400 nChanged 335
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Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8313119 nChanged 260
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8313157 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8313226 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8313297 nChanged 233
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8313390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8313468 nChanged 220
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8313529 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8313562 nChanged 188
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Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8313636 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8313691 nChanged 184
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Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8313738 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 61917 members 
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	Iteration 130Q: 3 clusters Score -8313793 nChanged 145
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Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 62060 members 
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	Iteration 131Q: 3 clusters Score -8313864 nChanged 133
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Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 62185 members 
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	Iteration 132Q: 3 clusters Score -8313894 nChanged 124
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Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8313940 nChanged 108
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Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8313994 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8314024 nChanged 84
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Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8314064 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 62646 members 
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	Iteration 137Q: 3 clusters Score -8314089 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8314108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 62724 members 
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	Iteration 139Q: 3 clusters Score -8314125 nChanged 39
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8314121 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8314145 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8314172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -8314204.000000 Penalty: 5491.302734
	Iteration 143Q: 3 clusters Score -8314204 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8314230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8314257 nChanged 56
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Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8314300 nChanged 47
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Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -8314316.500000 Penalty: 5491.302734
	Iteration 147Q: 3 clusters Score -8314316 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -8314335.000000 Penalty: 5491.302734
	Iteration 148Q: 3 clusters Score -8314335 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 63151 members 
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Score: -8314363.000000 Penalty: 5491.302734
	Iteration 149Q: 3 clusters Score -8314363 nChanged 31
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Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 63178 members 
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	Iteration 150Q: 3 clusters Score -8314358 nChanged 20
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8314360 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63214 members 
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Score: -8314353.000000 Penalty: 5491.302734
	Iteration 152Q: 3 clusters Score -8314353 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8314356 nChanged 22
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Mstep: Class 1 contains 1046 members 
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	Iteration 154Q: 3 clusters Score -8314370 nChanged 25
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	Iteration 155Q: 3 clusters Score -8314390 nChanged 22
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 63270 members 
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	Iteration 156Q: 3 clusters Score -8314394 nChanged 14
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Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 63280 members 
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	Iteration 157Q: 3 clusters Score -8314396 nChanged 10
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Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 63288 members 
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Score: -8314402.000000 Penalty: 5491.302734
	Iteration 158Q: 3 clusters Score -8314402 nChanged 8
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Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 63294 members 
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	Iteration 159Q: 3 clusters Score -8314394 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -8314409.500000 Penalty: 5491.302734
	Iteration 160F: 3 clusters Score -8314410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8314424.000000 Penalty: 5491.302734
	Iteration 161Q: 3 clusters Score -8314424 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -8314421.500000 Penalty: 5491.302734
	Iteration 162Q: 3 clusters Score -8314422 nChanged 6
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Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8314422 nChanged 10
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Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8314430 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8314426.000000 Penalty: 5491.302734
	Iteration 165Q: 3 clusters Score -8314426 nChanged 5
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8314428 nChanged 6
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 63336 members 
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	Iteration 167Q: 3 clusters Score -8314430 nChanged 5
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Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -8314431.000000 Penalty: 5491.302734
	Iteration 168Q: 3 clusters Score -8314431 nChanged 5
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Entering Unmasked Estep 
Score: -8314440.500000 Penalty: 5491.302734
	Iteration 169Q: 3 clusters Score -8314440 nChanged 2
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Mstep: Class 1 contains 949 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8314438 nChanged 2
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	Iteration 171Q: 3 clusters Score -8314438 nChanged 2
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Entering Unmasked Estep 
Score: -8314433.000000 Penalty: 5491.302734
	Iteration 172Q: 3 clusters Score -8314433 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8314432.000000 Penalty: 5491.302734
	Iteration 173Q: 3 clusters Score -8314432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8314426.000000 Penalty: 5491.302734
	Iteration 174Q: 3 clusters Score -8314426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8314426.000000 Penalty: 5491.302734
	Iteration 175F: 3 clusters Score -8314426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117687.484375 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117687.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118120.546875 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118120.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118296.898438 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118296.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118438.328125 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118438.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118578.390625 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -118578.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118677.539062 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -118677.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118747.507812 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -118747.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118909.546875 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -118909.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119044.671875 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -119044.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119215.554688 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -119215.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119688.359375 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -119688.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119831.742188 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -119831.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119913.468750 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -119913.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119949.218750 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -119949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119999.984375 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -120000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120036.507812 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120060.734375 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -120060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120071.859375 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -120071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -120079.789062 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -120079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120096.031250 Penalty: 3453.272705
	Iteration 19Q: 3 clusters Score -120096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120138.453125 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -120138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120189.562500 Penalty: 3453.272705
	Iteration 21Q: 3 clusters Score -120189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120197.343750 Penalty: 3453.272705
	Iteration 22Q: 3 clusters Score -120197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120199.046875 Penalty: 3453.272705
	Iteration 23Q: 3 clusters Score -120199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120202.476562 Penalty: 3453.272705
	Iteration 24Q: 3 clusters Score -120202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120204.343750 Penalty: 3453.272705
	Iteration 25Q: 3 clusters Score -120204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120209.312500 Penalty: 3453.272705
	Iteration 26Q: 3 clusters Score -120209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120215.140625 Penalty: 3453.272705
	Iteration 27Q: 3 clusters Score -120215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120218.796875 Penalty: 3453.272705
	Iteration 28Q: 3 clusters Score -120218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120222.835938 Penalty: 3453.272705
	Iteration 29Q: 3 clusters Score -120222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120223.710938 Penalty: 3453.272705
	Iteration 30Q: 3 clusters Score -120223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120227.367188 Penalty: 3453.272705
	Iteration 31Q: 3 clusters Score -120227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120238.835938 Penalty: 3453.272705
	Iteration 32Q: 3 clusters Score -120238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120241.500000 Penalty: 3453.272705
	Iteration 33Q: 3 clusters Score -120241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120248.882812 Penalty: 3453.272705
	Iteration 34Q: 3 clusters Score -120248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120248.882812 Penalty: 3453.272705
	Iteration 35F: 3 clusters Score -120248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196804 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168145 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202982 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 181245 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 176506 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 441 members 
Entering Unmasked Estep 
Score: -138540384.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541600.000000 to -138540384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Entering Unmasked Estep 
Score: -7570250.000000 Penalty: 2729.209961
	Iteration 0F: 2 clusters Score -7570250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -7529917.000000 Penalty: 5458.419922
	Iteration 0F: 3 clusters Score -7529917 nChanged 28103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -7545173.000000 Penalty: 5458.419922
	Iteration 1F: 3 clusters Score -7545173 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -7545735.500000 Penalty: 5458.419922
	Iteration 2Q: 3 clusters Score -7545736 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7546345.500000 Penalty: 5458.419922
	Iteration 3Q: 3 clusters Score -7546346 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -7547130.000000 Penalty: 5458.419922
	Iteration 4Q: 3 clusters Score -7547130 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -7548184.500000 Penalty: 5458.419922
	Iteration 5Q: 3 clusters Score -7548184 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -7549971.000000 Penalty: 5458.419922
	Iteration 6F: 3 clusters Score -7549971 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -7552643.500000 Penalty: 5458.419922
	Iteration 7F: 3 clusters Score -7552644 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -7556448.000000 Penalty: 5458.419922
	Iteration 8F: 3 clusters Score -7556448 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -7560638.000000 Penalty: 5458.419922
	Iteration 9F: 3 clusters Score -7560638 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7564192.500000 Penalty: 5458.419922
	Iteration 10F: 3 clusters Score -7564192 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -7566407.500000 Penalty: 5458.419922
	Iteration 11Q: 3 clusters Score -7566408 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -7567367.000000 Penalty: 5458.419922
	Iteration 12Q: 3 clusters Score -7567367 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -7567725.000000 Penalty: 5458.419922
	Iteration 13Q: 3 clusters Score -7567725 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -7567870.000000 Penalty: 5458.419922
	Iteration 14Q: 3 clusters Score -7567870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -7567917.500000 Penalty: 5458.419922
	Iteration 15Q: 3 clusters Score -7567918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7567944.000000 Penalty: 5458.419922
	Iteration 16Q: 3 clusters Score -7567944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7567959.000000 Penalty: 5458.419922
	Iteration 17Q: 3 clusters Score -7567959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -7567974.500000 Penalty: 5458.419922
	Iteration 18Q: 3 clusters Score -7567974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7567977.500000 Penalty: 5458.419922
	Iteration 19Q: 3 clusters Score -7567978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -7567981.500000 Penalty: 5458.419922
	Iteration 20F: 3 clusters Score -7567982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7567982.000000 Penalty: 5458.419922
	Iteration 21Q: 3 clusters Score -7567982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7567982.000000 Penalty: 5458.419922
	Iteration 22F: 3 clusters Score -7567982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -427131.406250 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -427131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -423688.218750 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -423688.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -424362.406250 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -424362.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -424499.250000 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -424499.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -424578.375000 Penalty: 4019.633301
	Iteration 3Q: 3 clusters Score -424578.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -424631.031250 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -424631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -424679.375000 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -424679.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -424718.468750 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -424718.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -424754.562500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -424754.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424779.031250 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -424779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -424806.187500 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -424806.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -424827.000000 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -424827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -424838.593750 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -424838.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -424847.218750 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -424847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -424853.343750 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -424853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424857.312500 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -424857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -424859.687500 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -424859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424861.187500 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -424861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -424862.656250 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -424862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424862.343750 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -424862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424862.343750 Penalty: 4019.633301
	Iteration 19F: 3 clusters Score -424862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56025.523438 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -56025.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56213.324219 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56213.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56293.867188 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -56293.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56373.335938 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56373.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56457.359375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56457.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56558.863281 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56558.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56636.296875 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56675.355469 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56675.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56706.105469 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -56706.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56729.429688 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -56729.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56735.007812 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -56735.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56741.683594 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -56741.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56750.046875 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -56750.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56767.281250 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -56767.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56799.320312 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -56799.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56845.460938 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -56845.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56907.070312 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -56907.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56988.312500 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -56988.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57118.128906 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -57118.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57346.277344 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -57346.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57366.207031 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -57366.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -815597.062500 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -815597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -810226.812500 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -810226.8 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -811587.937500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -811587.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -811809.062500 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -811809.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -811949.437500 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -811949.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -812039.937500 Penalty: 4337.423828
	Iteration 4Q: 3 clusters Score -812039.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -812119.625000 Penalty: 4337.423828
	Iteration 5Q: 3 clusters Score -812119.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -812184.125000 Penalty: 4337.423828
	Iteration 6Q: 3 clusters Score -812184.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -812239.500000 Penalty: 4337.423828
	Iteration 7Q: 3 clusters Score -812239.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -812286.187500 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -812286.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -812322.250000 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -812322.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -812363.375000 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -812363.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -812410.812500 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -812410.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -812460.437500 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -812460.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -812507.562500 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -812507.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -812564.250000 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -812564.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -812614.687500 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -812614.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -812676.187500 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -812676.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -812736.812500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -812736.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -812794.625000 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -812794.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -812855.687500 Penalty: 4337.423828
	Iteration 19Q: 3 clusters Score -812855.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -812925.875000 Penalty: 4337.423828
	Iteration 20F: 3 clusters Score -812925.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -813004.000000 Penalty: 4337.423828
	Iteration 21Q: 3 clusters Score -813004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -813094.750000 Penalty: 4337.423828
	Iteration 22Q: 3 clusters Score -813094.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -813168.312500 Penalty: 4337.423828
	Iteration 23Q: 3 clusters Score -813168.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -813234.500000 Penalty: 4337.423828
	Iteration 24Q: 3 clusters Score -813234.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -813288.562500 Penalty: 4337.423828
	Iteration 25Q: 3 clusters Score -813288.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -813347.625000 Penalty: 4337.423828
	Iteration 26Q: 3 clusters Score -813347.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -813393.375000 Penalty: 4337.423828
	Iteration 27Q: 3 clusters Score -813393.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -813430.312500 Penalty: 4337.423828
	Iteration 28Q: 3 clusters Score -813430.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -813459.000000 Penalty: 4337.423828
	Iteration 29Q: 3 clusters Score -813459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -813482.750000 Penalty: 4337.423828
	Iteration 30Q: 3 clusters Score -813482.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -813505.000000 Penalty: 4337.423828
	Iteration 31Q: 3 clusters Score -813505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -813523.187500 Penalty: 4337.423828
	Iteration 32Q: 3 clusters Score -813523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -813535.062500 Penalty: 4337.423828
	Iteration 33Q: 3 clusters Score -813535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -813549.812500 Penalty: 4337.423828
	Iteration 34Q: 3 clusters Score -813549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -813565.437500 Penalty: 4337.423828
	Iteration 35Q: 3 clusters Score -813565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -813576.062500 Penalty: 4337.423828
	Iteration 36Q: 3 clusters Score -813576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -813586.500000 Penalty: 4337.423828
	Iteration 37Q: 3 clusters Score -813586.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -813598.500000 Penalty: 4337.423828
	Iteration 38Q: 3 clusters Score -813598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -813606.125000 Penalty: 4337.423828
	Iteration 39Q: 3 clusters Score -813606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -813615.500000 Penalty: 4337.423828
	Iteration 40F: 3 clusters Score -813615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -813629.375000 Penalty: 4337.423828
	Iteration 41Q: 3 clusters Score -813629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -813646.625000 Penalty: 4337.423828
	Iteration 42Q: 3 clusters Score -813646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -813659.062500 Penalty: 4337.423828
	Iteration 43Q: 3 clusters Score -813659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -813668.750000 Penalty: 4337.423828
	Iteration 44Q: 3 clusters Score -813668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -813674.562500 Penalty: 4337.423828
	Iteration 45Q: 3 clusters Score -813674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -813676.062500 Penalty: 4337.423828
	Iteration 46Q: 3 clusters Score -813676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -813680.250000 Penalty: 4337.423828
	Iteration 47Q: 3 clusters Score -813680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -813685.312500 Penalty: 4337.423828
	Iteration 48Q: 3 clusters Score -813685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -813686.437500 Penalty: 4337.423828
	Iteration 49Q: 3 clusters Score -813686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -813689.062500 Penalty: 4337.423828
	Iteration 50Q: 3 clusters Score -813689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -813692.625000 Penalty: 4337.423828
	Iteration 51Q: 3 clusters Score -813692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -813695.000000 Penalty: 4337.423828
	Iteration 52Q: 3 clusters Score -813695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -813699.250000 Penalty: 4337.423828
	Iteration 53Q: 3 clusters Score -813699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -813700.625000 Penalty: 4337.423828
	Iteration 54Q: 3 clusters Score -813700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -813701.812500 Penalty: 4337.423828
	Iteration 55Q: 3 clusters Score -813701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -813702.562500 Penalty: 4337.423828
	Iteration 56Q: 3 clusters Score -813702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -813702.562500 Penalty: 4337.423828
	Iteration 57F: 3 clusters Score -813702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Entering Unmasked Estep 
Score: -23491216.000000 Penalty: 3002.686035
	Iteration 0F: 2 clusters Score -2.349122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -23372996.000000 Penalty: 6005.372070
	Iteration 0F: 3 clusters Score -2.3373e+07 nChanged 86849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -23424634.000000 Penalty: 6005.372070
	Iteration 1F: 3 clusters Score -2.342463e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -23427344.000000 Penalty: 6005.372070
	Iteration 2Q: 3 clusters Score -2.342734e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -23430570.000000 Penalty: 6005.372070
	Iteration 3Q: 3 clusters Score -2.343057e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -23435024.000000 Penalty: 6005.372070
	Iteration 4F: 3 clusters Score -2.343502e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -23440776.000000 Penalty: 6005.372070
	Iteration 5F: 3 clusters Score -2.344078e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -23448146.000000 Penalty: 6005.372070
	Iteration 6F: 3 clusters Score -2.344815e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -23456762.000000 Penalty: 6005.372070
	Iteration 7F: 3 clusters Score -2.345676e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -23464468.000000 Penalty: 6005.372070
	Iteration 8F: 3 clusters Score -2.346447e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -23468490.000000 Penalty: 6005.372070
	Iteration 9Q: 3 clusters Score -2.346849e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -23470044.000000 Penalty: 6005.372070
	Iteration 10Q: 3 clusters Score -2.347004e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -23470406.000000 Penalty: 6005.372070
	Iteration 11Q: 3 clusters Score -2.347041e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -23470758.000000 Penalty: 6005.372070
	Iteration 12Q: 3 clusters Score -2.347076e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -23471074.000000 Penalty: 6005.372070
	Iteration 13Q: 3 clusters Score -2.347107e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -23471414.000000 Penalty: 6005.372070
	Iteration 14Q: 3 clusters Score -2.347141e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -23471706.000000 Penalty: 6005.372070
	Iteration 15Q: 3 clusters Score -2.347171e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -23472038.000000 Penalty: 6005.372070
	Iteration 16Q: 3 clusters Score -2.347204e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -23472240.000000 Penalty: 6005.372070
	Iteration 17Q: 3 clusters Score -2.347224e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -23472472.000000 Penalty: 6005.372070
	Iteration 18Q: 3 clusters Score -2.347247e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -23472738.000000 Penalty: 6005.372070
	Iteration 19Q: 3 clusters Score -2.347274e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -23472706.000000 Penalty: 6005.372070
	Iteration 20F: 3 clusters Score -2.347271e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -23472838.000000 Penalty: 6005.372070
	Iteration 21Q: 3 clusters Score -2.347284e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -23473104.000000 Penalty: 6005.372070
	Iteration 22Q: 3 clusters Score -2.34731e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -23473250.000000 Penalty: 6005.372070
	Iteration 23Q: 3 clusters Score -2.347325e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -23473462.000000 Penalty: 6005.372070
	Iteration 24Q: 3 clusters Score -2.347346e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -23473590.000000 Penalty: 6005.372070
	Iteration 25Q: 3 clusters Score -2.347359e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -23473792.000000 Penalty: 6005.372070
	Iteration 26Q: 3 clusters Score -2.347379e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -23473890.000000 Penalty: 6005.372070
	Iteration 27Q: 3 clusters Score -2.347389e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -23473984.000000 Penalty: 6005.372070
	Iteration 28Q: 3 clusters Score -2.347398e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -23474104.000000 Penalty: 6005.372070
	Iteration 29Q: 3 clusters Score -2.34741e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -23474230.000000 Penalty: 6005.372070
	Iteration 30Q: 3 clusters Score -2.347423e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -23474254.000000 Penalty: 6005.372070
	Iteration 31Q: 3 clusters Score -2.347425e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -23474342.000000 Penalty: 6005.372070
	Iteration 32Q: 3 clusters Score -2.347434e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -23474426.000000 Penalty: 6005.372070
	Iteration 33Q: 3 clusters Score -2.347443e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -23474464.000000 Penalty: 6005.372070
	Iteration 34Q: 3 clusters Score -2.347446e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -23474526.000000 Penalty: 6005.372070
	Iteration 35Q: 3 clusters Score -2.347453e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -23474516.000000 Penalty: 6005.372070
	Iteration 36Q: 3 clusters Score -2.347452e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -23474538.000000 Penalty: 6005.372070
	Iteration 37Q: 3 clusters Score -2.347454e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -23474552.000000 Penalty: 6005.372070
	Iteration 38Q: 3 clusters Score -2.347455e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -23474584.000000 Penalty: 6005.372070
	Iteration 39Q: 3 clusters Score -2.347458e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -23474620.000000 Penalty: 6005.372070
	Iteration 40F: 3 clusters Score -2.347462e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -23474602.000000 Penalty: 6005.372070
	Iteration 41Q: 3 clusters Score -2.34746e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -23474566.000000 Penalty: 6005.372070
	Iteration 42Q: 3 clusters Score -2.347457e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -23474580.000000 Penalty: 6005.372070
	Iteration 43Q: 3 clusters Score -2.347458e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -23474660.000000 Penalty: 6005.372070
	Iteration 44Q: 3 clusters Score -2.347466e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -23474680.000000 Penalty: 6005.372070
	Iteration 45Q: 3 clusters Score -2.347468e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -23474670.000000 Penalty: 6005.372070
	Iteration 46Q: 3 clusters Score -2.347467e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -23474682.000000 Penalty: 6005.372070
	Iteration 47Q: 3 clusters Score -2.347468e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -23474716.000000 Penalty: 6005.372070
	Iteration 48Q: 3 clusters Score -2.347472e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -23474620.000000 Penalty: 6005.372070
	Iteration 49Q: 3 clusters Score -2.347462e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -23474628.000000 Penalty: 6005.372070
	Iteration 50Q: 3 clusters Score -2.347463e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -23474624.000000 Penalty: 6005.372070
	Iteration 51Q: 3 clusters Score -2.347462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -23474614.000000 Penalty: 6005.372070
	Iteration 52Q: 3 clusters Score -2.347461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -23474614.000000 Penalty: 6005.372070
	Iteration 53Q: 3 clusters Score -2.347461e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -23474656.000000 Penalty: 6005.372070
	Iteration 54Q: 3 clusters Score -2.347466e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -23474704.000000 Penalty: 6005.372070
	Iteration 55Q: 3 clusters Score -2.34747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -23474700.000000 Penalty: 6005.372070
	Iteration 56Q: 3 clusters Score -2.34747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -23474690.000000 Penalty: 6005.372070
	Iteration 57Q: 3 clusters Score -2.347469e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -23474696.000000 Penalty: 6005.372070
	Iteration 58Q: 3 clusters Score -2.34747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -23474714.000000 Penalty: 6005.372070
	Iteration 59Q: 3 clusters Score -2.347471e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -23474724.000000 Penalty: 6005.372070
	Iteration 60F: 3 clusters Score -2.347472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -23474710.000000 Penalty: 6005.372070
	Iteration 61Q: 3 clusters Score -2.347471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -23474726.000000 Penalty: 6005.372070
	Iteration 62Q: 3 clusters Score -2.347473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -23474730.000000 Penalty: 6005.372070
	Iteration 63Q: 3 clusters Score -2.347473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -23474716.000000 Penalty: 6005.372070
	Iteration 64Q: 3 clusters Score -2.347472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -23474716.000000 Penalty: 6005.372070
	Iteration 65Q: 3 clusters Score -2.347472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -23474750.000000 Penalty: 6005.372070
	Iteration 66Q: 3 clusters Score -2.347475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -23474738.000000 Penalty: 6005.372070
	Iteration 67Q: 3 clusters Score -2.347474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -23474738.000000 Penalty: 6005.372070
	Iteration 68Q: 3 clusters Score -2.347474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -23474744.000000 Penalty: 6005.372070
	Iteration 69Q: 3 clusters Score -2.347474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -23474744.000000 Penalty: 6005.372070
	Iteration 70Q: 3 clusters Score -2.347474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -23474730.000000 Penalty: 6005.372070
	Iteration 71Q: 3 clusters Score -2.347473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -23474734.000000 Penalty: 6005.372070
	Iteration 72Q: 3 clusters Score -2.347473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -23474740.000000 Penalty: 6005.372070
	Iteration 73Q: 3 clusters Score -2.347474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -23474734.000000 Penalty: 6005.372070
	Iteration 74Q: 3 clusters Score -2.347473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -23474738.000000 Penalty: 6005.372070
	Iteration 75Q: 3 clusters Score -2.347474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -23474722.000000 Penalty: 6005.372070
	Iteration 76Q: 3 clusters Score -2.347472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -23474722.000000 Penalty: 6005.372070
	Iteration 77F: 3 clusters Score -2.347472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1429578.125000 Penalty: 2315.569336
	Iteration 0F: 2 clusters Score -1429578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1421046.500000 Penalty: 4631.138672
	Iteration 0F: 3 clusters Score -1421046 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1423732.375000 Penalty: 4631.138672
	Iteration 1F: 3 clusters Score -1423732 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1423983.125000 Penalty: 4631.138672
	Iteration 2F: 3 clusters Score -1423983 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1424164.750000 Penalty: 4631.138672
	Iteration 3Q: 3 clusters Score -1424165 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1424286.250000 Penalty: 4631.138672
	Iteration 4Q: 3 clusters Score -1424286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1424385.875000 Penalty: 4631.138672
	Iteration 5Q: 3 clusters Score -1424386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1424463.750000 Penalty: 4631.138672
	Iteration 6Q: 3 clusters Score -1424464 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1424544.250000 Penalty: 4631.138672
	Iteration 7Q: 3 clusters Score -1424544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1424619.625000 Penalty: 4631.138672
	Iteration 8Q: 3 clusters Score -1424620 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1424701.625000 Penalty: 4631.138672
	Iteration 9Q: 3 clusters Score -1424702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1424780.125000 Penalty: 4631.138672
	Iteration 10Q: 3 clusters Score -1424780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1424861.625000 Penalty: 4631.138672
	Iteration 11Q: 3 clusters Score -1424862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1424964.500000 Penalty: 4631.138672
	Iteration 12Q: 3 clusters Score -1424964 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1425063.375000 Penalty: 4631.138672
	Iteration 13Q: 3 clusters Score -1425063 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1425170.000000 Penalty: 4631.138672
	Iteration 14Q: 3 clusters Score -1425170 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1425295.375000 Penalty: 4631.138672
	Iteration 15Q: 3 clusters Score -1425295 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1425439.375000 Penalty: 4631.138672
	Iteration 16Q: 3 clusters Score -1425439 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1425580.875000 Penalty: 4631.138672
	Iteration 17Q: 3 clusters Score -1425581 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1425728.500000 Penalty: 4631.138672
	Iteration 18Q: 3 clusters Score -1425728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1425871.500000 Penalty: 4631.138672
	Iteration 19Q: 3 clusters Score -1425872 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1426031.250000 Penalty: 4631.138672
	Iteration 20F: 3 clusters Score -1426031 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1426196.500000 Penalty: 4631.138672
	Iteration 21Q: 3 clusters Score -1426196 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1426395.750000 Penalty: 4631.138672
	Iteration 22Q: 3 clusters Score -1426396 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1426587.125000 Penalty: 4631.138672
	Iteration 23Q: 3 clusters Score -1426587 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1426760.375000 Penalty: 4631.138672
	Iteration 24Q: 3 clusters Score -1426760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1426890.375000 Penalty: 4631.138672
	Iteration 25Q: 3 clusters Score -1426890 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1426999.875000 Penalty: 4631.138672
	Iteration 26Q: 3 clusters Score -1427000 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1427054.750000 Penalty: 4631.138672
	Iteration 27Q: 3 clusters Score -1427055 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1427104.375000 Penalty: 4631.138672
	Iteration 28Q: 3 clusters Score -1427104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1427159.250000 Penalty: 4631.138672
	Iteration 29Q: 3 clusters Score -1427159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1427201.500000 Penalty: 4631.138672
	Iteration 30Q: 3 clusters Score -1427202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1427236.250000 Penalty: 4631.138672
	Iteration 31Q: 3 clusters Score -1427236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1427271.750000 Penalty: 4631.138672
	Iteration 32Q: 3 clusters Score -1427272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1427313.500000 Penalty: 4631.138672
	Iteration 33Q: 3 clusters Score -1427314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1427352.625000 Penalty: 4631.138672
	Iteration 34Q: 3 clusters Score -1427353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1427380.125000 Penalty: 4631.138672
	Iteration 35Q: 3 clusters Score -1427380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1427410.375000 Penalty: 4631.138672
	Iteration 36Q: 3 clusters Score -1427410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1427429.750000 Penalty: 4631.138672
	Iteration 37Q: 3 clusters Score -1427430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1427453.500000 Penalty: 4631.138672
	Iteration 38Q: 3 clusters Score -1427454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1427474.250000 Penalty: 4631.138672
	Iteration 39Q: 3 clusters Score -1427474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1427490.750000 Penalty: 4631.138672
	Iteration 40F: 3 clusters Score -1427491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1427508.250000 Penalty: 4631.138672
	Iteration 41Q: 3 clusters Score -1427508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1427530.250000 Penalty: 4631.138672
	Iteration 42Q: 3 clusters Score -1427530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1427539.125000 Penalty: 4631.138672
	Iteration 43Q: 3 clusters Score -1427539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1427550.125000 Penalty: 4631.138672
	Iteration 44Q: 3 clusters Score -1427550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1427564.500000 Penalty: 4631.138672
	Iteration 45Q: 3 clusters Score -1427564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1427576.000000 Penalty: 4631.138672
	Iteration 46Q: 3 clusters Score -1427576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1427584.125000 Penalty: 4631.138672
	Iteration 47Q: 3 clusters Score -1427584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1427587.375000 Penalty: 4631.138672
	Iteration 48Q: 3 clusters Score -1427587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1427590.250000 Penalty: 4631.138672
	Iteration 49Q: 3 clusters Score -1427590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1427589.375000 Penalty: 4631.138672
	Iteration 50Q: 3 clusters Score -1427589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1427590.750000 Penalty: 4631.138672
	Iteration 51Q: 3 clusters Score -1427591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1427593.500000 Penalty: 4631.138672
	Iteration 52Q: 3 clusters Score -1427594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1427598.000000 Penalty: 4631.138672
	Iteration 53Q: 3 clusters Score -1427598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1427602.250000 Penalty: 4631.138672
	Iteration 54Q: 3 clusters Score -1427602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1427606.500000 Penalty: 4631.138672
	Iteration 55Q: 3 clusters Score -1427606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1427609.250000 Penalty: 4631.138672
	Iteration 56Q: 3 clusters Score -1427609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1427611.125000 Penalty: 4631.138672
	Iteration 57Q: 3 clusters Score -1427611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1427612.375000 Penalty: 4631.138672
	Iteration 58Q: 3 clusters Score -1427612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1427616.250000 Penalty: 4631.138672
	Iteration 59Q: 3 clusters Score -1427616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1427620.625000 Penalty: 4631.138672
	Iteration 60F: 3 clusters Score -1427621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1427624.125000 Penalty: 4631.138672
	Iteration 61Q: 3 clusters Score -1427624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1427633.125000 Penalty: 4631.138672
	Iteration 62Q: 3 clusters Score -1427633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1427636.125000 Penalty: 4631.138672
	Iteration 63Q: 3 clusters Score -1427636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1427636.625000 Penalty: 4631.138672
	Iteration 64Q: 3 clusters Score -1427637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1427638.750000 Penalty: 4631.138672
	Iteration 65Q: 3 clusters Score -1427639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1427638.375000 Penalty: 4631.138672
	Iteration 66Q: 3 clusters Score -1427638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1427640.125000 Penalty: 4631.138672
	Iteration 67Q: 3 clusters Score -1427640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1427641.250000 Penalty: 4631.138672
	Iteration 68Q: 3 clusters Score -1427641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1427643.625000 Penalty: 4631.138672
	Iteration 69Q: 3 clusters Score -1427644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1427646.250000 Penalty: 4631.138672
	Iteration 70Q: 3 clusters Score -1427646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1427648.750000 Penalty: 4631.138672
	Iteration 71Q: 3 clusters Score -1427649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1427648.375000 Penalty: 4631.138672
	Iteration 72Q: 3 clusters Score -1427648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1427650.500000 Penalty: 4631.138672
	Iteration 73Q: 3 clusters Score -1427650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1427654.625000 Penalty: 4631.138672
	Iteration 74Q: 3 clusters Score -1427655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1427655.625000 Penalty: 4631.138672
	Iteration 75Q: 3 clusters Score -1427656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1427657.625000 Penalty: 4631.138672
	Iteration 76Q: 3 clusters Score -1427658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1427657.625000 Penalty: 4631.138672
	Iteration 77F: 3 clusters Score -1427658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176506 members 
Entering Unmasked Estep 
Score: -22889952.000000 Penalty: 2996.115234
	Iteration 0F: 2 clusters Score -2.288995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -22774526.000000 Penalty: 5992.230469
	Iteration 0F: 3 clusters Score -2.277453e+07 nChanged 84551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -22825210.000000 Penalty: 5992.230469
	Iteration 1F: 3 clusters Score -2.282521e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -22826900.000000 Penalty: 5992.230469
	Iteration 2Q: 3 clusters Score -2.28269e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -22829032.000000 Penalty: 5992.230469
	Iteration 3Q: 3 clusters Score -2.282903e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98065 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -22832602.000000 Penalty: 5992.230469
	Iteration 4Q: 3 clusters Score -2.28326e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -22837980.000000 Penalty: 5992.230469
	Iteration 5F: 3 clusters Score -2.283798e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110617 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -22846584.000000 Penalty: 5992.230469
	Iteration 6F: 3 clusters Score -2.284658e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -22858018.000000 Penalty: 5992.230469
	Iteration 7F: 3 clusters Score -2.285802e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -22868332.000000 Penalty: 5992.230469
	Iteration 8F: 3 clusters Score -2.286833e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129789 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -22873646.000000 Penalty: 5992.230469
	Iteration 9Q: 3 clusters Score -2.287365e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133050 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -22875896.000000 Penalty: 5992.230469
	Iteration 10Q: 3 clusters Score -2.28759e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -22877540.000000 Penalty: 5992.230469
	Iteration 11Q: 3 clusters Score -2.287754e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -22878850.000000 Penalty: 5992.230469
	Iteration 12Q: 3 clusters Score -2.287885e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -22879882.000000 Penalty: 5992.230469
	Iteration 13Q: 3 clusters Score -2.287988e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -22880752.000000 Penalty: 5992.230469
	Iteration 14Q: 3 clusters Score -2.288075e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -22881540.000000 Penalty: 5992.230469
	Iteration 15Q: 3 clusters Score -2.288154e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -22882334.000000 Penalty: 5992.230469
	Iteration 16Q: 3 clusters Score -2.288233e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -22883016.000000 Penalty: 5992.230469
	Iteration 17Q: 3 clusters Score -2.288302e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -22883496.000000 Penalty: 5992.230469
	Iteration 18Q: 3 clusters Score -2.28835e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -22883946.000000 Penalty: 5992.230469
	Iteration 19Q: 3 clusters Score -2.288395e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -22884472.000000 Penalty: 5992.230469
	Iteration 20F: 3 clusters Score -2.288447e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -22884884.000000 Penalty: 5992.230469
	Iteration 21Q: 3 clusters Score -2.288488e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -22885274.000000 Penalty: 5992.230469
	Iteration 22Q: 3 clusters Score -2.288527e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -22885532.000000 Penalty: 5992.230469
	Iteration 23Q: 3 clusters Score -2.288553e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -22885738.000000 Penalty: 5992.230469
	Iteration 24Q: 3 clusters Score -2.288574e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -22885968.000000 Penalty: 5992.230469
	Iteration 25Q: 3 clusters Score -2.288597e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -22886206.000000 Penalty: 5992.230469
	Iteration 26Q: 3 clusters Score -2.288621e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -22886430.000000 Penalty: 5992.230469
	Iteration 27Q: 3 clusters Score -2.288643e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -22886684.000000 Penalty: 5992.230469
	Iteration 28Q: 3 clusters Score -2.288668e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -22886918.000000 Penalty: 5992.230469
	Iteration 29Q: 3 clusters Score -2.288692e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -22887000.000000 Penalty: 5992.230469
	Iteration 30Q: 3 clusters Score -2.2887e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -22887142.000000 Penalty: 5992.230469
	Iteration 31Q: 3 clusters Score -2.288714e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -22887238.000000 Penalty: 5992.230469
	Iteration 32Q: 3 clusters Score -2.288724e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -22887300.000000 Penalty: 5992.230469
	Iteration 33Q: 3 clusters Score -2.28873e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -22887428.000000 Penalty: 5992.230469
	Iteration 34Q: 3 clusters Score -2.288743e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -22887424.000000 Penalty: 5992.230469
	Iteration 35Q: 3 clusters Score -2.288742e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -22887482.000000 Penalty: 5992.230469
	Iteration 36Q: 3 clusters Score -2.288748e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -22887534.000000 Penalty: 5992.230469
	Iteration 37Q: 3 clusters Score -2.288753e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -22887580.000000 Penalty: 5992.230469
	Iteration 38Q: 3 clusters Score -2.288758e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170657 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -22887684.000000 Penalty: 5992.230469
	Iteration 39Q: 3 clusters Score -2.288768e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -22887750.000000 Penalty: 5992.230469
	Iteration 40F: 3 clusters Score -2.288775e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171246 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -22887768.000000 Penalty: 5992.230469
	Iteration 41Q: 3 clusters Score -2.288777e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171505 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -22887804.000000 Penalty: 5992.230469
	Iteration 42Q: 3 clusters Score -2.28878e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171735 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -22887864.000000 Penalty: 5992.230469
	Iteration 43Q: 3 clusters Score -2.288786e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22887852.000000 Penalty: 5992.230469
	Iteration 44Q: 3 clusters Score -2.288785e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22887858.000000 Penalty: 5992.230469
	Iteration 45Q: 3 clusters Score -2.288786e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22887858.000000 Penalty: 5992.230469
	Iteration 46Q: 3 clusters Score -2.288786e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172488 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -22887874.000000 Penalty: 5992.230469
	Iteration 47Q: 3 clusters Score -2.288787e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -22887912.000000 Penalty: 5992.230469
	Iteration 48Q: 3 clusters Score -2.288791e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22887896.000000 Penalty: 5992.230469
	Iteration 49Q: 3 clusters Score -2.28879e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -22887890.000000 Penalty: 5992.230469
	Iteration 50Q: 3 clusters Score -2.288789e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172882 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -22887878.000000 Penalty: 5992.230469
	Iteration 51Q: 3 clusters Score -2.288788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22887878.000000 Penalty: 5992.230469
	Iteration 52Q: 3 clusters Score -2.288788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -22887864.000000 Penalty: 5992.230469
	Iteration 53Q: 3 clusters Score -2.288786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22887846.000000 Penalty: 5992.230469
	Iteration 54Q: 3 clusters Score -2.288785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -22887886.000000 Penalty: 5992.230469
	Iteration 55Q: 3 clusters Score -2.288789e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173202 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22887892.000000 Penalty: 5992.230469
	Iteration 56Q: 3 clusters Score -2.288789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -22887920.000000 Penalty: 5992.230469
	Iteration 57Q: 3 clusters Score -2.288792e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22887934.000000 Penalty: 5992.230469
	Iteration 58Q: 3 clusters Score -2.288793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -22887918.000000 Penalty: 5992.230469
	Iteration 59Q: 3 clusters Score -2.288792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22887902.000000 Penalty: 5992.230469
	Iteration 60F: 3 clusters Score -2.28879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22887888.000000 Penalty: 5992.230469
	Iteration 61Q: 3 clusters Score -2.288789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -22887912.000000 Penalty: 5992.230469
	Iteration 62Q: 3 clusters Score -2.288791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22887918.000000 Penalty: 5992.230469
	Iteration 63Q: 3 clusters Score -2.288792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22887930.000000 Penalty: 5992.230469
	Iteration 64Q: 3 clusters Score -2.288793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173590 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22887922.000000 Penalty: 5992.230469
	Iteration 65Q: 3 clusters Score -2.288792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173632 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22887916.000000 Penalty: 5992.230469
	Iteration 66Q: 3 clusters Score -2.288792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22887942.000000 Penalty: 5992.230469
	Iteration 67Q: 3 clusters Score -2.288794e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22887952.000000 Penalty: 5992.230469
	Iteration 68Q: 3 clusters Score -2.288795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22887958.000000 Penalty: 5992.230469
	Iteration 69Q: 3 clusters Score -2.288796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -22887924.000000 Penalty: 5992.230469
	Iteration 70Q: 3 clusters Score -2.288792e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22887930.000000 Penalty: 5992.230469
	Iteration 71Q: 3 clusters Score -2.288793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22887910.000000 Penalty: 5992.230469
	Iteration 72Q: 3 clusters Score -2.288791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22887908.000000 Penalty: 5992.230469
	Iteration 73Q: 3 clusters Score -2.288791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -22887928.000000 Penalty: 5992.230469
	Iteration 74Q: 3 clusters Score -2.288793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173949 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -22887904.000000 Penalty: 5992.230469
	Iteration 75Q: 3 clusters Score -2.28879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173979 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22887908.000000 Penalty: 5992.230469
	Iteration 76Q: 3 clusters Score -2.288791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174001 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22887922.000000 Penalty: 5992.230469
	Iteration 77Q: 3 clusters Score -2.288792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -22887898.000000 Penalty: 5992.230469
	Iteration 78Q: 3 clusters Score -2.28879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174031 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -22887898.000000 Penalty: 5992.230469
	Iteration 79Q: 3 clusters Score -2.28879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -22887918.000000 Penalty: 5992.230469
	Iteration 80F: 3 clusters Score -2.288792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174043 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22887916.000000 Penalty: 5992.230469
	Iteration 81Q: 3 clusters Score -2.288792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174050 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22887906.000000 Penalty: 5992.230469
	Iteration 82Q: 3 clusters Score -2.288791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22887904.000000 Penalty: 5992.230469
	Iteration 83Q: 3 clusters Score -2.28879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22887898.000000 Penalty: 5992.230469
	Iteration 84Q: 3 clusters Score -2.28879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22887918.000000 Penalty: 5992.230469
	Iteration 85Q: 3 clusters Score -2.288792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22887908.000000 Penalty: 5992.230469
	Iteration 86Q: 3 clusters Score -2.288791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22887908.000000 Penalty: 5992.230469
	Iteration 87F: 3 clusters Score -2.288791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55880.121094 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55880.12 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56340.437500 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -56340.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56704.042969 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56704.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57113.953125 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -57113.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57243.570312 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -57243.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57298.738281 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -57298.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57352.605469 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -57352.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57405.351562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -57405.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57463.972656 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -57463.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57483.750000 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -57483.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57492.460938 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -57492.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57493.925781 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -57493.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57493.925781 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -57493.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196804 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168145 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202982 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 181245 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 176506 members 
Mstep: Class 20 contains 366 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 160 members 
Entering Unmasked Estep 
Score: -138540016.000000 Penalty: 75858.906250
Splitting cluster 20 changes total score from -138541600.000000 to -138540016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -139601.187500 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -139601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137532.953125 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -137533 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137793.687500 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -137793.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137882.546875 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -137882.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137938.046875 Penalty: 3496.430420
	Iteration 3Q: 3 clusters Score -137938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137963.968750 Penalty: 3496.430420
	Iteration 4Q: 3 clusters Score -137964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137983.375000 Penalty: 3496.430420
	Iteration 5Q: 3 clusters Score -137983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138000.671875 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -138000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138013.468750 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -138013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138029.906250 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -138029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138047.265625 Penalty: 3496.430420
	Iteration 9Q: 3 clusters Score -138047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138056.515625 Penalty: 3496.430420
	Iteration 10Q: 3 clusters Score -138056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138062.546875 Penalty: 3496.430420
	Iteration 11Q: 3 clusters Score -138062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138066.593750 Penalty: 3496.430420
	Iteration 12Q: 3 clusters Score -138066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138070.750000 Penalty: 3496.430420
	Iteration 13Q: 3 clusters Score -138070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138073.640625 Penalty: 3496.430420
	Iteration 14Q: 3 clusters Score -138073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -138076.296875 Penalty: 3496.430420
	Iteration 15Q: 3 clusters Score -138076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -138076.296875 Penalty: 3496.430420
	Iteration 16F: 3 clusters Score -138076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196804 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168145 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202982 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 181245 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 176506 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541600.000000 Penalty: 72410.773438
Iteration 159Q: 22 clusters Score -1.385416e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196801 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 168141 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202977 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60171 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 17 contains 181243 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 176509 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 160F: 22 clusters Score -1.385416e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196802 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 168141 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202966 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60174 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 181233 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 176515 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 161Q: 22 clusters Score -1.385416e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196805 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 168142 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202953 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60178 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 181216 members 
Mstep: Class 18 contains 11348 members 
Mstep: Class 19 contains 176528 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 162Q: 22 clusters Score -1.385416e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196825 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 168147 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202945 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60184 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 181190 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176527 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 163Q: 22 clusters Score -1.385416e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196845 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168151 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202938 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60191 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 181158 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176529 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 164Q: 22 clusters Score -1.385416e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196855 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 168157 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202923 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60196 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 181128 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176548 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 165Q: 22 clusters Score -1.385416e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196859 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168155 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202917 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60201 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 17 contains 181112 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176564 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 166Q: 22 clusters Score -1.385416e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196867 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168159 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202906 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60203 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6292 members 
Mstep: Class 17 contains 181102 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176569 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 167Q: 22 clusters Score -1.385416e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196881 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168164 members 
Mstep: Class 6 contains 4911 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202899 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60203 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 181077 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176578 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 168Q: 22 clusters Score -1.385416e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196890 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168165 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202895 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60205 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 181062 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 176576 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 169Q: 22 clusters Score -1.385415e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196891 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 168169 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202891 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60208 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6305 members 
Mstep: Class 17 contains 181046 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176583 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 170Q: 22 clusters Score -1.385415e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196878 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 168170 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202895 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60208 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 181049 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176584 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 171Q: 22 clusters Score -1.385415e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196878 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 168180 members 
Mstep: Class 6 contains 4924 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202878 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60209 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 17 contains 181050 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176582 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 172Q: 22 clusters Score -1.385415e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196866 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 168181 members 
Mstep: Class 6 contains 4929 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202863 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60208 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 181065 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176583 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 173Q: 22 clusters Score -1.385415e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196863 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 168182 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202855 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60210 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 181071 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176578 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 174Q: 22 clusters Score -1.385414e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196859 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168184 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202842 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60210 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 181068 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176591 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 175Q: 22 clusters Score -1.385415e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196851 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 168183 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202829 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60209 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 181075 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176602 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 176Q: 22 clusters Score -1.385415e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196849 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 168181 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202811 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60208 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 181082 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176615 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 177Q: 22 clusters Score -1.385415e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196845 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 168177 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202798 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60213 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 181095 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176616 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 178Q: 22 clusters Score -1.385416e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196844 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 168179 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202786 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60215 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 181096 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176617 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 179Q: 22 clusters Score -1.385415e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196834 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 168176 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202777 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60218 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 17 contains 181101 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176623 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 180F: 22 clusters Score -1.385415e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196828 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 168174 members 
Mstep: Class 6 contains 4937 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202770 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60221 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 181101 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176632 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 181Q: 22 clusters Score -1.385415e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196825 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 168168 members 
Mstep: Class 6 contains 4937 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202768 members 
Mstep: Class 11 contains 64294 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60223 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 181100 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176643 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 182Q: 22 clusters Score -1.385415e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196814 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 168171 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202762 members 
Mstep: Class 11 contains 64294 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60227 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 181106 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176654 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 183Q: 22 clusters Score -1.385415e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196804 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 168167 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202758 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60228 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 181113 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176666 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 184Q: 22 clusters Score -1.385415e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196804 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168165 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202757 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60228 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 181111 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176670 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 185Q: 22 clusters Score -1.385414e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196796 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 168164 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202746 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60231 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 181116 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176687 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 186Q: 22 clusters Score -1.385415e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196791 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168163 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202748 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60232 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 181108 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 176691 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 187Q: 22 clusters Score -1.385415e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196779 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168167 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202747 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60234 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 181102 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176702 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 188Q: 22 clusters Score -1.385415e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196766 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168168 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202751 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60237 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 181108 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176699 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 189Q: 22 clusters Score -1.385416e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196759 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168167 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202752 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60237 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 181113 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 176705 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 190Q: 22 clusters Score -1.385416e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196750 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 168168 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202753 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60238 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 181117 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 176710 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 191Q: 22 clusters Score -1.385416e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196744 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168166 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202754 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60239 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 181125 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 176711 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 192Q: 22 clusters Score -1.385416e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196735 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168168 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202751 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60237 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 181140 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 176711 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 193Q: 22 clusters Score -1.385416e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196735 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168169 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202749 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60238 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 181138 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 176715 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 194Q: 22 clusters Score -1.385416e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196732 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168167 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202750 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60239 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 181134 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176719 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 195Q: 22 clusters Score -1.385416e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196730 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168165 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202747 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60240 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 181138 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 196Q: 22 clusters Score -1.385415e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196720 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168168 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202743 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60240 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 181142 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 197Q: 22 clusters Score -1.385415e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196716 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202742 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60240 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 181141 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 198Q: 22 clusters Score -1.385415e+08 nChanged 38
Entering ConstructFrom: 
Score: -138541472.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21118.308594 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21118.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21255.929688 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21255.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21315.712891 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21315.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21378.074219 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21378.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21384.082031 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21384.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21384.082031 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -21384.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95125.960938 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95125.96 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95457.164062 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95457.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95564.273438 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95564.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95647.156250 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95647.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95720.976562 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95720.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95794.421875 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95794.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95880.789062 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95880.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95932.617188 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95932.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95974.265625 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -95974.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96026.437500 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -96026.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96082.320312 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -96082.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96126.601562 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -96126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96176.312500 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -96176.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96242.976562 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -96242.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96343.132812 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -96343.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96385.164062 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -96385.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96408.929688 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -96408.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96429.265625 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -96429.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96446.390625 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -96446.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96451.125000 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -96451.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96459.304688 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96464.695312 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -96464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96468.710938 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -96468.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96472.523438 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -96472.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96473.656250 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -96473.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96480.375000 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -96480.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96481.640625 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -96481.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96487.203125 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -96487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96494.062500 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -96494.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96505.382812 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -96505.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96519.742188 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -96519.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96525.101562 Penalty: 3348.546387
	Iteration 31Q: 3 clusters Score -96525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96530.226562 Penalty: 3348.546387
	Iteration 32Q: 3 clusters Score -96530.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96536.601562 Penalty: 3348.546387
	Iteration 33Q: 3 clusters Score -96536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96539.546875 Penalty: 3348.546387
	Iteration 34Q: 3 clusters Score -96539.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96543.445312 Penalty: 3348.546387
	Iteration 35Q: 3 clusters Score -96543.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96547.054688 Penalty: 3348.546387
	Iteration 36Q: 3 clusters Score -96547.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96552.648438 Penalty: 3348.546387
	Iteration 37Q: 3 clusters Score -96552.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96556.414062 Penalty: 3348.546387
	Iteration 38Q: 3 clusters Score -96556.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96563.812500 Penalty: 3348.546387
	Iteration 39Q: 3 clusters Score -96563.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96567.875000 Penalty: 3348.546387
	Iteration 40F: 3 clusters Score -96567.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96580.179688 Penalty: 3348.546387
	Iteration 41Q: 3 clusters Score -96580.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96584.101562 Penalty: 3348.546387
	Iteration 42Q: 3 clusters Score -96584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96585.812500 Penalty: 3348.546387
	Iteration 43Q: 3 clusters Score -96585.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96585.812500 Penalty: 3348.546387
	Iteration 44F: 3 clusters Score -96585.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196707 members 
Entering Unmasked Estep 
Score: -25389938.000000 Penalty: 3022.988525
	Iteration 0F: 2 clusters Score -2.538994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -25262726.000000 Penalty: 6045.977051
	Iteration 0F: 3 clusters Score -2.526273e+07 nChanged 94756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -25318808.000000 Penalty: 6045.977051
	Iteration 1F: 3 clusters Score -2.531881e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -25320512.000000 Penalty: 6045.977051
	Iteration 2Q: 3 clusters Score -2.532051e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -25322914.000000 Penalty: 6045.977051
	Iteration 3Q: 3 clusters Score -2.532291e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -25326344.000000 Penalty: 6045.977051
	Iteration 4Q: 3 clusters Score -2.532634e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -25331034.000000 Penalty: 6045.977051
	Iteration 5Q: 3 clusters Score -2.533103e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -25337674.000000 Penalty: 6045.977051
	Iteration 6F: 3 clusters Score -2.533767e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -25346150.000000 Penalty: 6045.977051
	Iteration 7F: 3 clusters Score -2.534615e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -25355158.000000 Penalty: 6045.977051
	Iteration 8F: 3 clusters Score -2.535516e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -25362024.000000 Penalty: 6045.977051
	Iteration 9F: 3 clusters Score -2.536202e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -25365512.000000 Penalty: 6045.977051
	Iteration 10Q: 3 clusters Score -2.536551e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112385 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -25367082.000000 Penalty: 6045.977051
	Iteration 11Q: 3 clusters Score -2.536708e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -25367910.000000 Penalty: 6045.977051
	Iteration 12Q: 3 clusters Score -2.536791e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -25368484.000000 Penalty: 6045.977051
	Iteration 13Q: 3 clusters Score -2.536848e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -25368842.000000 Penalty: 6045.977051
	Iteration 14Q: 3 clusters Score -2.536884e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -25369100.000000 Penalty: 6045.977051
	Iteration 15Q: 3 clusters Score -2.53691e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -25369390.000000 Penalty: 6045.977051
	Iteration 16Q: 3 clusters Score -2.536939e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -25369670.000000 Penalty: 6045.977051
	Iteration 17Q: 3 clusters Score -2.536967e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117375 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -25370016.000000 Penalty: 6045.977051
	Iteration 18Q: 3 clusters Score -2.537002e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -25370352.000000 Penalty: 6045.977051
	Iteration 19Q: 3 clusters Score -2.537035e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -25370558.000000 Penalty: 6045.977051
	Iteration 20F: 3 clusters Score -2.537056e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -25370722.000000 Penalty: 6045.977051
	Iteration 21Q: 3 clusters Score -2.537072e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119606 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -25370894.000000 Penalty: 6045.977051
	Iteration 22Q: 3 clusters Score -2.537089e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -25371110.000000 Penalty: 6045.977051
	Iteration 23Q: 3 clusters Score -2.537111e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120475 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -25371368.000000 Penalty: 6045.977051
	Iteration 24Q: 3 clusters Score -2.537137e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -25371500.000000 Penalty: 6045.977051
	Iteration 25Q: 3 clusters Score -2.53715e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -25371708.000000 Penalty: 6045.977051
	Iteration 26Q: 3 clusters Score -2.537171e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121600 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -25371926.000000 Penalty: 6045.977051
	Iteration 27Q: 3 clusters Score -2.537193e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -25372024.000000 Penalty: 6045.977051
	Iteration 28Q: 3 clusters Score -2.537202e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122303 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -25372282.000000 Penalty: 6045.977051
	Iteration 29Q: 3 clusters Score -2.537228e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -25372626.000000 Penalty: 6045.977051
	Iteration 30Q: 3 clusters Score -2.537263e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123079 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -25372728.000000 Penalty: 6045.977051
	Iteration 31Q: 3 clusters Score -2.537273e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -25372896.000000 Penalty: 6045.977051
	Iteration 32Q: 3 clusters Score -2.53729e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -25373120.000000 Penalty: 6045.977051
	Iteration 33Q: 3 clusters Score -2.537312e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -25373330.000000 Penalty: 6045.977051
	Iteration 34Q: 3 clusters Score -2.537333e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -25373552.000000 Penalty: 6045.977051
	Iteration 35Q: 3 clusters Score -2.537355e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -25373706.000000 Penalty: 6045.977051
	Iteration 36Q: 3 clusters Score -2.537371e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126142 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -25373860.000000 Penalty: 6045.977051
	Iteration 37Q: 3 clusters Score -2.537386e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -25373966.000000 Penalty: 6045.977051
	Iteration 38Q: 3 clusters Score -2.537397e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -25374144.000000 Penalty: 6045.977051
	Iteration 39Q: 3 clusters Score -2.537414e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128330 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -25374302.000000 Penalty: 6045.977051
	Iteration 40F: 3 clusters Score -2.53743e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129139 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -25374406.000000 Penalty: 6045.977051
	Iteration 41Q: 3 clusters Score -2.537441e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -25374494.000000 Penalty: 6045.977051
	Iteration 42Q: 3 clusters Score -2.537449e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -25374628.000000 Penalty: 6045.977051
	Iteration 43Q: 3 clusters Score -2.537463e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -25374830.000000 Penalty: 6045.977051
	Iteration 44Q: 3 clusters Score -2.537483e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -25374976.000000 Penalty: 6045.977051
	Iteration 45Q: 3 clusters Score -2.537498e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -25375098.000000 Penalty: 6045.977051
	Iteration 46Q: 3 clusters Score -2.53751e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -25375164.000000 Penalty: 6045.977051
	Iteration 47Q: 3 clusters Score -2.537516e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -25375356.000000 Penalty: 6045.977051
	Iteration 48Q: 3 clusters Score -2.537536e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -25375580.000000 Penalty: 6045.977051
	Iteration 49Q: 3 clusters Score -2.537558e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -25375764.000000 Penalty: 6045.977051
	Iteration 50Q: 3 clusters Score -2.537576e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -25375924.000000 Penalty: 6045.977051
	Iteration 51Q: 3 clusters Score -2.537592e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -25376022.000000 Penalty: 6045.977051
	Iteration 52Q: 3 clusters Score -2.537602e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -25376310.000000 Penalty: 6045.977051
	Iteration 53Q: 3 clusters Score -2.537631e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142683 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -25376380.000000 Penalty: 6045.977051
	Iteration 54Q: 3 clusters Score -2.537638e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -25376568.000000 Penalty: 6045.977051
	Iteration 55Q: 3 clusters Score -2.537657e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -25376780.000000 Penalty: 6045.977051
	Iteration 56Q: 3 clusters Score -2.537678e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -25376984.000000 Penalty: 6045.977051
	Iteration 57Q: 3 clusters Score -2.537698e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -25377256.000000 Penalty: 6045.977051
	Iteration 58Q: 3 clusters Score -2.537726e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -25377428.000000 Penalty: 6045.977051
	Iteration 59Q: 3 clusters Score -2.537743e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150580 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -25377592.000000 Penalty: 6045.977051
	Iteration 60F: 3 clusters Score -2.537759e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -25377816.000000 Penalty: 6045.977051
	Iteration 61Q: 3 clusters Score -2.537782e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -25377986.000000 Penalty: 6045.977051
	Iteration 62Q: 3 clusters Score -2.537799e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -25378292.000000 Penalty: 6045.977051
	Iteration 63Q: 3 clusters Score -2.537829e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -25378442.000000 Penalty: 6045.977051
	Iteration 64Q: 3 clusters Score -2.537844e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157883 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -25378788.000000 Penalty: 6045.977051
	Iteration 65Q: 3 clusters Score -2.537879e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159551 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -25379116.000000 Penalty: 6045.977051
	Iteration 66Q: 3 clusters Score -2.537912e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -25379500.000000 Penalty: 6045.977051
	Iteration 67Q: 3 clusters Score -2.53795e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163043 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -25379992.000000 Penalty: 6045.977051
	Iteration 68Q: 3 clusters Score -2.537999e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -25380456.000000 Penalty: 6045.977051
	Iteration 69Q: 3 clusters Score -2.538046e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -25380700.000000 Penalty: 6045.977051
	Iteration 70Q: 3 clusters Score -2.53807e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -25381138.000000 Penalty: 6045.977051
	Iteration 71Q: 3 clusters Score -2.538114e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -25381566.000000 Penalty: 6045.977051
	Iteration 72Q: 3 clusters Score -2.538157e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -25381878.000000 Penalty: 6045.977051
	Iteration 73Q: 3 clusters Score -2.538188e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173115 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -25382330.000000 Penalty: 6045.977051
	Iteration 74Q: 3 clusters Score -2.538233e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -25382760.000000 Penalty: 6045.977051
	Iteration 75Q: 3 clusters Score -2.538276e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176239 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -25383200.000000 Penalty: 6045.977051
	Iteration 76Q: 3 clusters Score -2.53832e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177800 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -25383578.000000 Penalty: 6045.977051
	Iteration 77Q: 3 clusters Score -2.538358e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -25383956.000000 Penalty: 6045.977051
	Iteration 78Q: 3 clusters Score -2.538396e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -25384246.000000 Penalty: 6045.977051
	Iteration 79Q: 3 clusters Score -2.538425e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181859 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -25384492.000000 Penalty: 6045.977051
	Iteration 80F: 3 clusters Score -2.538449e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -25384734.000000 Penalty: 6045.977051
	Iteration 81Q: 3 clusters Score -2.538473e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184068 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -25385008.000000 Penalty: 6045.977051
	Iteration 82Q: 3 clusters Score -2.538501e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -25385252.000000 Penalty: 6045.977051
	Iteration 83Q: 3 clusters Score -2.538525e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186029 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -25385486.000000 Penalty: 6045.977051
	Iteration 84Q: 3 clusters Score -2.538549e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -25385694.000000 Penalty: 6045.977051
	Iteration 85Q: 3 clusters Score -2.538569e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -25385930.000000 Penalty: 6045.977051
	Iteration 86Q: 3 clusters Score -2.538593e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -25386120.000000 Penalty: 6045.977051
	Iteration 87Q: 3 clusters Score -2.538612e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -25386232.000000 Penalty: 6045.977051
	Iteration 88Q: 3 clusters Score -2.538623e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189703 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -25386312.000000 Penalty: 6045.977051
	Iteration 89Q: 3 clusters Score -2.538631e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -25386512.000000 Penalty: 6045.977051
	Iteration 90Q: 3 clusters Score -2.538651e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190674 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -25386584.000000 Penalty: 6045.977051
	Iteration 91Q: 3 clusters Score -2.538658e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191063 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -25386684.000000 Penalty: 6045.977051
	Iteration 92Q: 3 clusters Score -2.538668e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -25386704.000000 Penalty: 6045.977051
	Iteration 93Q: 3 clusters Score -2.53867e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191722 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -25386792.000000 Penalty: 6045.977051
	Iteration 94Q: 3 clusters Score -2.538679e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192012 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -25386870.000000 Penalty: 6045.977051
	Iteration 95Q: 3 clusters Score -2.538687e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192285 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -25386946.000000 Penalty: 6045.977051
	Iteration 96Q: 3 clusters Score -2.538695e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192531 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -25387012.000000 Penalty: 6045.977051
	Iteration 97Q: 3 clusters Score -2.538701e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -25387128.000000 Penalty: 6045.977051
	Iteration 98Q: 3 clusters Score -2.538713e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192954 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -25387172.000000 Penalty: 6045.977051
	Iteration 99Q: 3 clusters Score -2.538717e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193147 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -25387202.000000 Penalty: 6045.977051
	Iteration 100F: 3 clusters Score -2.53872e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193319 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -25387274.000000 Penalty: 6045.977051
	Iteration 101Q: 3 clusters Score -2.538727e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193485 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -25387296.000000 Penalty: 6045.977051
	Iteration 102Q: 3 clusters Score -2.53873e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193640 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -25387330.000000 Penalty: 6045.977051
	Iteration 103Q: 3 clusters Score -2.538733e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193756 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -25387350.000000 Penalty: 6045.977051
	Iteration 104Q: 3 clusters Score -2.538735e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -25387378.000000 Penalty: 6045.977051
	Iteration 105Q: 3 clusters Score -2.538738e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193945 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -25387356.000000 Penalty: 6045.977051
	Iteration 106Q: 3 clusters Score -2.538736e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194012 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -25387400.000000 Penalty: 6045.977051
	Iteration 107Q: 3 clusters Score -2.53874e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194069 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -25387414.000000 Penalty: 6045.977051
	Iteration 108Q: 3 clusters Score -2.538741e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194119 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -25387394.000000 Penalty: 6045.977051
	Iteration 109Q: 3 clusters Score -2.538739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194155 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -25387430.000000 Penalty: 6045.977051
	Iteration 110Q: 3 clusters Score -2.538743e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194197 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -25387448.000000 Penalty: 6045.977051
	Iteration 111Q: 3 clusters Score -2.538745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194240 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -25387436.000000 Penalty: 6045.977051
	Iteration 112Q: 3 clusters Score -2.538744e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194278 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -25387462.000000 Penalty: 6045.977051
	Iteration 113Q: 3 clusters Score -2.538746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194307 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -25387476.000000 Penalty: 6045.977051
	Iteration 114Q: 3 clusters Score -2.538748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -25387506.000000 Penalty: 6045.977051
	Iteration 115Q: 3 clusters Score -2.538751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194352 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -25387500.000000 Penalty: 6045.977051
	Iteration 116Q: 3 clusters Score -2.53875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194376 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -25387512.000000 Penalty: 6045.977051
	Iteration 117Q: 3 clusters Score -2.538751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194398 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -25387492.000000 Penalty: 6045.977051
	Iteration 118Q: 3 clusters Score -2.538749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194415 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -25387508.000000 Penalty: 6045.977051
	Iteration 119Q: 3 clusters Score -2.538751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194421 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -25387478.000000 Penalty: 6045.977051
	Iteration 120F: 3 clusters Score -2.538748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194431 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -25387484.000000 Penalty: 6045.977051
	Iteration 121Q: 3 clusters Score -2.538748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194442 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -25387488.000000 Penalty: 6045.977051
	Iteration 122Q: 3 clusters Score -2.538749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194450 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25387484.000000 Penalty: 6045.977051
	Iteration 123Q: 3 clusters Score -2.538748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194457 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -25387476.000000 Penalty: 6045.977051
	Iteration 124Q: 3 clusters Score -2.538748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194459 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -25387476.000000 Penalty: 6045.977051
	Iteration 125Q: 3 clusters Score -2.538748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194461 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -25387474.000000 Penalty: 6045.977051
	Iteration 126Q: 3 clusters Score -2.538747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194466 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -25387478.000000 Penalty: 6045.977051
	Iteration 127Q: 3 clusters Score -2.538748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194469 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25387472.000000 Penalty: 6045.977051
	Iteration 128Q: 3 clusters Score -2.538747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194473 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -25387486.000000 Penalty: 6045.977051
	Iteration 129Q: 3 clusters Score -2.538749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194480 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -25387480.000000 Penalty: 6045.977051
	Iteration 130Q: 3 clusters Score -2.538748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194488 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -25387506.000000 Penalty: 6045.977051
	Iteration 131Q: 3 clusters Score -2.538751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -25387508.000000 Penalty: 6045.977051
	Iteration 132Q: 3 clusters Score -2.538751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194495 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -25387498.000000 Penalty: 6045.977051
	Iteration 133Q: 3 clusters Score -2.53875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194503 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -25387510.000000 Penalty: 6045.977051
	Iteration 134Q: 3 clusters Score -2.538751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194512 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -25387512.000000 Penalty: 6045.977051
	Iteration 135Q: 3 clusters Score -2.538751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194517 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -25387508.000000 Penalty: 6045.977051
	Iteration 136Q: 3 clusters Score -2.538751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25387514.000000 Penalty: 6045.977051
	Iteration 137Q: 3 clusters Score -2.538751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25387490.000000 Penalty: 6045.977051
	Iteration 138Q: 3 clusters Score -2.538749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25387506.000000 Penalty: 6045.977051
	Iteration 139Q: 3 clusters Score -2.538751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25387506.000000 Penalty: 6045.977051
	Iteration 140F: 3 clusters Score -2.538751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -973262.812500 Penalty: 2227.519287
	Iteration 0F: 2 clusters Score -973262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -966958.687500 Penalty: 4455.038574
	Iteration 0F: 3 clusters Score -966958.7 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -968609.875000 Penalty: 4455.038574
	Iteration 1F: 3 clusters Score -968609.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -968891.187500 Penalty: 4455.038574
	Iteration 2F: 3 clusters Score -968891.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -969130.125000 Penalty: 4455.038574
	Iteration 3F: 3 clusters Score -969130.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -969386.062500 Penalty: 4455.038574
	Iteration 4Q: 3 clusters Score -969386.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -969730.375000 Penalty: 4455.038574
	Iteration 5F: 3 clusters Score -969730.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -970187.750000 Penalty: 4455.038574
	Iteration 6F: 3 clusters Score -970187.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -970699.875000 Penalty: 4455.038574
	Iteration 7F: 3 clusters Score -970699.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -971219.812500 Penalty: 4455.038574
	Iteration 8F: 3 clusters Score -971219.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -971591.750000 Penalty: 4455.038574
	Iteration 9F: 3 clusters Score -971591.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -971803.750000 Penalty: 4455.038574
	Iteration 10Q: 3 clusters Score -971803.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -971912.312500 Penalty: 4455.038574
	Iteration 11Q: 3 clusters Score -971912.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -971971.187500 Penalty: 4455.038574
	Iteration 12Q: 3 clusters Score -971971.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -972021.250000 Penalty: 4455.038574
	Iteration 13Q: 3 clusters Score -972021.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -972071.437500 Penalty: 4455.038574
	Iteration 14Q: 3 clusters Score -972071.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -972122.000000 Penalty: 4455.038574
	Iteration 15Q: 3 clusters Score -972122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -972158.750000 Penalty: 4455.038574
	Iteration 16Q: 3 clusters Score -972158.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -972181.812500 Penalty: 4455.038574
	Iteration 17Q: 3 clusters Score -972181.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -972202.750000 Penalty: 4455.038574
	Iteration 18Q: 3 clusters Score -972202.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -972230.937500 Penalty: 4455.038574
	Iteration 19Q: 3 clusters Score -972230.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -972258.187500 Penalty: 4455.038574
	Iteration 20F: 3 clusters Score -972258.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -972276.187500 Penalty: 4455.038574
	Iteration 21Q: 3 clusters Score -972276.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -972291.125000 Penalty: 4455.038574
	Iteration 22Q: 3 clusters Score -972291.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -972313.375000 Penalty: 4455.038574
	Iteration 23Q: 3 clusters Score -972313.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -972341.125000 Penalty: 4455.038574
	Iteration 24Q: 3 clusters Score -972341.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -972359.437500 Penalty: 4455.038574
	Iteration 25Q: 3 clusters Score -972359.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -972372.875000 Penalty: 4455.038574
	Iteration 26Q: 3 clusters Score -972372.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -972386.312500 Penalty: 4455.038574
	Iteration 27Q: 3 clusters Score -972386.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -972411.187500 Penalty: 4455.038574
	Iteration 28Q: 3 clusters Score -972411.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -972438.562500 Penalty: 4455.038574
	Iteration 29Q: 3 clusters Score -972438.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -972458.375000 Penalty: 4455.038574
	Iteration 30Q: 3 clusters Score -972458.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -972472.187500 Penalty: 4455.038574
	Iteration 31Q: 3 clusters Score -972472.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -972489.875000 Penalty: 4455.038574
	Iteration 32Q: 3 clusters Score -972489.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -972508.562500 Penalty: 4455.038574
	Iteration 33Q: 3 clusters Score -972508.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -972519.500000 Penalty: 4455.038574
	Iteration 34Q: 3 clusters Score -972519.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -972535.187500 Penalty: 4455.038574
	Iteration 35Q: 3 clusters Score -972535.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -972544.750000 Penalty: 4455.038574
	Iteration 36Q: 3 clusters Score -972544.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -972562.625000 Penalty: 4455.038574
	Iteration 37Q: 3 clusters Score -972562.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -972579.187500 Penalty: 4455.038574
	Iteration 38Q: 3 clusters Score -972579.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -972589.937500 Penalty: 4455.038574
	Iteration 39Q: 3 clusters Score -972589.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -972594.562500 Penalty: 4455.038574
	Iteration 40F: 3 clusters Score -972594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -972596.812500 Penalty: 4455.038574
	Iteration 41Q: 3 clusters Score -972596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -972600.437500 Penalty: 4455.038574
	Iteration 42Q: 3 clusters Score -972600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -972603.375000 Penalty: 4455.038574
	Iteration 43Q: 3 clusters Score -972603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -972607.125000 Penalty: 4455.038574
	Iteration 44Q: 3 clusters Score -972607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -972610.812500 Penalty: 4455.038574
	Iteration 45Q: 3 clusters Score -972610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -972612.875000 Penalty: 4455.038574
	Iteration 46Q: 3 clusters Score -972612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -972616.812500 Penalty: 4455.038574
	Iteration 47Q: 3 clusters Score -972616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -972619.375000 Penalty: 4455.038574
	Iteration 48Q: 3 clusters Score -972619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -972622.500000 Penalty: 4455.038574
	Iteration 49Q: 3 clusters Score -972622.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -972623.687500 Penalty: 4455.038574
	Iteration 50Q: 3 clusters Score -972623.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -972624.687500 Penalty: 4455.038574
	Iteration 51Q: 3 clusters Score -972624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -972628.687500 Penalty: 4455.038574
	Iteration 52Q: 3 clusters Score -972628.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -972629.250000 Penalty: 4455.038574
	Iteration 53Q: 3 clusters Score -972629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -972631.062500 Penalty: 4455.038574
	Iteration 54Q: 3 clusters Score -972631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -972631.625000 Penalty: 4455.038574
	Iteration 55Q: 3 clusters Score -972631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -972635.125000 Penalty: 4455.038574
	Iteration 56Q: 3 clusters Score -972635.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -972638.312500 Penalty: 4455.038574
	Iteration 57Q: 3 clusters Score -972638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -972638.250000 Penalty: 4455.038574
	Iteration 58Q: 3 clusters Score -972638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -972642.875000 Penalty: 4455.038574
	Iteration 59Q: 3 clusters Score -972642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -972642.250000 Penalty: 4455.038574
	Iteration 60F: 3 clusters Score -972642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -972643.750000 Penalty: 4455.038574
	Iteration 61Q: 3 clusters Score -972643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -972644.562500 Penalty: 4455.038574
	Iteration 62Q: 3 clusters Score -972644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -972644.812500 Penalty: 4455.038574
	Iteration 63Q: 3 clusters Score -972644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -972644.312500 Penalty: 4455.038574
	Iteration 64Q: 3 clusters Score -972644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -972646.250000 Penalty: 4455.038574
	Iteration 65Q: 3 clusters Score -972646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -972647.000000 Penalty: 4455.038574
	Iteration 66Q: 3 clusters Score -972647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -972647.750000 Penalty: 4455.038574
	Iteration 67Q: 3 clusters Score -972647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -972649.187500 Penalty: 4455.038574
	Iteration 68Q: 3 clusters Score -972649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -972647.562500 Penalty: 4455.038574
	Iteration 69Q: 3 clusters Score -972647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -972649.000000 Penalty: 4455.038574
	Iteration 70Q: 3 clusters Score -972649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -972649.687500 Penalty: 4455.038574
	Iteration 71Q: 3 clusters Score -972649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -972649.000000 Penalty: 4455.038574
	Iteration 72Q: 3 clusters Score -972649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -972650.687500 Penalty: 4455.038574
	Iteration 73Q: 3 clusters Score -972650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -972650.687500 Penalty: 4455.038574
	Iteration 74F: 3 clusters Score -972650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Entering Unmasked Estep 
Score: -21713656.000000 Penalty: 2984.120117
	Iteration 0F: 2 clusters Score -2.171366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -21605698.000000 Penalty: 5968.240234
	Iteration 0F: 3 clusters Score -2.16057e+07 nChanged 80411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -21652486.000000 Penalty: 5968.240234
	Iteration 1F: 3 clusters Score -2.165249e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -21653440.000000 Penalty: 5968.240234
	Iteration 2Q: 3 clusters Score -2.165344e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -21654524.000000 Penalty: 5968.240234
	Iteration 3Q: 3 clusters Score -2.165452e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -21656138.000000 Penalty: 5968.240234
	Iteration 4Q: 3 clusters Score -2.165614e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -21658584.000000 Penalty: 5968.240234
	Iteration 5Q: 3 clusters Score -2.165858e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -21662292.000000 Penalty: 5968.240234
	Iteration 6Q: 3 clusters Score -2.166229e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -21667970.000000 Penalty: 5968.240234
	Iteration 7F: 3 clusters Score -2.166797e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -21676510.000000 Penalty: 5968.240234
	Iteration 8F: 3 clusters Score -2.167651e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124713 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -21686162.000000 Penalty: 5968.240234
	Iteration 9F: 3 clusters Score -2.168616e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -21695440.000000 Penalty: 5968.240234
	Iteration 10F: 3 clusters Score -2.169544e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137179 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -21702832.000000 Penalty: 5968.240234
	Iteration 11Q: 3 clusters Score -2.170283e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -21706856.000000 Penalty: 5968.240234
	Iteration 12Q: 3 clusters Score -2.170686e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -21708390.000000 Penalty: 5968.240234
	Iteration 13Q: 3 clusters Score -2.170839e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -21709198.000000 Penalty: 5968.240234
	Iteration 14Q: 3 clusters Score -2.17092e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -21709674.000000 Penalty: 5968.240234
	Iteration 15Q: 3 clusters Score -2.170967e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141034 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -21710018.000000 Penalty: 5968.240234
	Iteration 16Q: 3 clusters Score -2.171002e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141224 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -21710254.000000 Penalty: 5968.240234
	Iteration 17Q: 3 clusters Score -2.171025e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -21710388.000000 Penalty: 5968.240234
	Iteration 18Q: 3 clusters Score -2.171039e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -21710570.000000 Penalty: 5968.240234
	Iteration 19Q: 3 clusters Score -2.171057e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141647 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -21710570.000000 Penalty: 5968.240234
	Iteration 20F: 3 clusters Score -2.171057e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -21710624.000000 Penalty: 5968.240234
	Iteration 21Q: 3 clusters Score -2.171062e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -21710628.000000 Penalty: 5968.240234
	Iteration 22Q: 3 clusters Score -2.171063e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141967 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -21710688.000000 Penalty: 5968.240234
	Iteration 23Q: 3 clusters Score -2.171069e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -21710698.000000 Penalty: 5968.240234
	Iteration 24Q: 3 clusters Score -2.17107e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142175 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -21710718.000000 Penalty: 5968.240234
	Iteration 25Q: 3 clusters Score -2.171072e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142268 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -21710766.000000 Penalty: 5968.240234
	Iteration 26Q: 3 clusters Score -2.171077e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -21710800.000000 Penalty: 5968.240234
	Iteration 27Q: 3 clusters Score -2.17108e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142498 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -21710848.000000 Penalty: 5968.240234
	Iteration 28Q: 3 clusters Score -2.171085e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -21710926.000000 Penalty: 5968.240234
	Iteration 29Q: 3 clusters Score -2.171093e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -21710952.000000 Penalty: 5968.240234
	Iteration 30Q: 3 clusters Score -2.171095e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -21710942.000000 Penalty: 5968.240234
	Iteration 31Q: 3 clusters Score -2.171094e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142944 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -21710966.000000 Penalty: 5968.240234
	Iteration 32Q: 3 clusters Score -2.171097e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -21710966.000000 Penalty: 5968.240234
	Iteration 33Q: 3 clusters Score -2.171097e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -21710986.000000 Penalty: 5968.240234
	Iteration 34Q: 3 clusters Score -2.171099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -21711018.000000 Penalty: 5968.240234
	Iteration 35Q: 3 clusters Score -2.171102e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -21711064.000000 Penalty: 5968.240234
	Iteration 36Q: 3 clusters Score -2.171106e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -21711096.000000 Penalty: 5968.240234
	Iteration 37Q: 3 clusters Score -2.17111e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -21711084.000000 Penalty: 5968.240234
	Iteration 38Q: 3 clusters Score -2.171108e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -21711160.000000 Penalty: 5968.240234
	Iteration 39Q: 3 clusters Score -2.171116e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -21711166.000000 Penalty: 5968.240234
	Iteration 40F: 3 clusters Score -2.171117e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144543 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -21711132.000000 Penalty: 5968.240234
	Iteration 41Q: 3 clusters Score -2.171113e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144765 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -21711144.000000 Penalty: 5968.240234
	Iteration 42Q: 3 clusters Score -2.171114e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -21711122.000000 Penalty: 5968.240234
	Iteration 43Q: 3 clusters Score -2.171112e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -21711106.000000 Penalty: 5968.240234
	Iteration 44Q: 3 clusters Score -2.171111e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -21711140.000000 Penalty: 5968.240234
	Iteration 45Q: 3 clusters Score -2.171114e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145699 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -21711182.000000 Penalty: 5968.240234
	Iteration 46Q: 3 clusters Score -2.171118e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -21711184.000000 Penalty: 5968.240234
	Iteration 47Q: 3 clusters Score -2.171118e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -21711164.000000 Penalty: 5968.240234
	Iteration 48Q: 3 clusters Score -2.171116e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -21711180.000000 Penalty: 5968.240234
	Iteration 49Q: 3 clusters Score -2.171118e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -21711158.000000 Penalty: 5968.240234
	Iteration 50Q: 3 clusters Score -2.171116e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -21711168.000000 Penalty: 5968.240234
	Iteration 51Q: 3 clusters Score -2.171117e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -21711250.000000 Penalty: 5968.240234
	Iteration 52Q: 3 clusters Score -2.171125e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -21711248.000000 Penalty: 5968.240234
	Iteration 53Q: 3 clusters Score -2.171125e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -21711290.000000 Penalty: 5968.240234
	Iteration 54Q: 3 clusters Score -2.171129e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -21711316.000000 Penalty: 5968.240234
	Iteration 55Q: 3 clusters Score -2.171132e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -21711298.000000 Penalty: 5968.240234
	Iteration 56Q: 3 clusters Score -2.17113e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -21711334.000000 Penalty: 5968.240234
	Iteration 57Q: 3 clusters Score -2.171133e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -21711294.000000 Penalty: 5968.240234
	Iteration 58Q: 3 clusters Score -2.171129e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148893 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -21711278.000000 Penalty: 5968.240234
	Iteration 59Q: 3 clusters Score -2.171128e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -21711260.000000 Penalty: 5968.240234
	Iteration 60F: 3 clusters Score -2.171126e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -21711260.000000 Penalty: 5968.240234
	Iteration 61Q: 3 clusters Score -2.171126e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -21711250.000000 Penalty: 5968.240234
	Iteration 62Q: 3 clusters Score -2.171125e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -21711298.000000 Penalty: 5968.240234
	Iteration 63Q: 3 clusters Score -2.17113e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -21711342.000000 Penalty: 5968.240234
	Iteration 64Q: 3 clusters Score -2.171134e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150580 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -21711414.000000 Penalty: 5968.240234
	Iteration 65Q: 3 clusters Score -2.171141e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -21711402.000000 Penalty: 5968.240234
	Iteration 66Q: 3 clusters Score -2.17114e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -21711396.000000 Penalty: 5968.240234
	Iteration 67Q: 3 clusters Score -2.17114e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -21711404.000000 Penalty: 5968.240234
	Iteration 68Q: 3 clusters Score -2.17114e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -21711396.000000 Penalty: 5968.240234
	Iteration 69Q: 3 clusters Score -2.17114e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -21711480.000000 Penalty: 5968.240234
	Iteration 70Q: 3 clusters Score -2.171148e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -21711500.000000 Penalty: 5968.240234
	Iteration 71Q: 3 clusters Score -2.17115e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -21711448.000000 Penalty: 5968.240234
	Iteration 72Q: 3 clusters Score -2.171145e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -21711446.000000 Penalty: 5968.240234
	Iteration 73Q: 3 clusters Score -2.171145e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -21711492.000000 Penalty: 5968.240234
	Iteration 74Q: 3 clusters Score -2.171149e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -21711476.000000 Penalty: 5968.240234
	Iteration 75Q: 3 clusters Score -2.171148e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -21711546.000000 Penalty: 5968.240234
	Iteration 76Q: 3 clusters Score -2.171155e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -21711630.000000 Penalty: 5968.240234
	Iteration 77Q: 3 clusters Score -2.171163e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -21711692.000000 Penalty: 5968.240234
	Iteration 78Q: 3 clusters Score -2.171169e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -21711728.000000 Penalty: 5968.240234
	Iteration 79Q: 3 clusters Score -2.171173e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156581 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -21711700.000000 Penalty: 5968.240234
	Iteration 80F: 3 clusters Score -2.17117e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -21711770.000000 Penalty: 5968.240234
	Iteration 81Q: 3 clusters Score -2.171177e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -21711786.000000 Penalty: 5968.240234
	Iteration 82Q: 3 clusters Score -2.171179e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -21711772.000000 Penalty: 5968.240234
	Iteration 83Q: 3 clusters Score -2.171177e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -21711804.000000 Penalty: 5968.240234
	Iteration 84Q: 3 clusters Score -2.17118e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -21711822.000000 Penalty: 5968.240234
	Iteration 85Q: 3 clusters Score -2.171182e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -21711862.000000 Penalty: 5968.240234
	Iteration 86Q: 3 clusters Score -2.171186e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -21711938.000000 Penalty: 5968.240234
	Iteration 87Q: 3 clusters Score -2.171194e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -21711956.000000 Penalty: 5968.240234
	Iteration 88Q: 3 clusters Score -2.171196e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -21711996.000000 Penalty: 5968.240234
	Iteration 89Q: 3 clusters Score -2.1712e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160402 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -21712020.000000 Penalty: 5968.240234
	Iteration 90Q: 3 clusters Score -2.171202e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -21712060.000000 Penalty: 5968.240234
	Iteration 91Q: 3 clusters Score -2.171206e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161013 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -21712130.000000 Penalty: 5968.240234
	Iteration 92Q: 3 clusters Score -2.171213e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -21712156.000000 Penalty: 5968.240234
	Iteration 93Q: 3 clusters Score -2.171216e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -21712170.000000 Penalty: 5968.240234
	Iteration 94Q: 3 clusters Score -2.171217e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -21712156.000000 Penalty: 5968.240234
	Iteration 95Q: 3 clusters Score -2.171216e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -21712194.000000 Penalty: 5968.240234
	Iteration 96Q: 3 clusters Score -2.171219e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162304 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -21712228.000000 Penalty: 5968.240234
	Iteration 97Q: 3 clusters Score -2.171223e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162549 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -21712210.000000 Penalty: 5968.240234
	Iteration 98Q: 3 clusters Score -2.171221e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -21712282.000000 Penalty: 5968.240234
	Iteration 99Q: 3 clusters Score -2.171228e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -21712308.000000 Penalty: 5968.240234
	Iteration 100F: 3 clusters Score -2.171231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -21712332.000000 Penalty: 5968.240234
	Iteration 101Q: 3 clusters Score -2.171233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -21712312.000000 Penalty: 5968.240234
	Iteration 102Q: 3 clusters Score -2.171231e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21712314.000000 Penalty: 5968.240234
	Iteration 103Q: 3 clusters Score -2.171231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21712334.000000 Penalty: 5968.240234
	Iteration 104Q: 3 clusters Score -2.171233e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -21712400.000000 Penalty: 5968.240234
	Iteration 105Q: 3 clusters Score -2.17124e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -21712390.000000 Penalty: 5968.240234
	Iteration 106Q: 3 clusters Score -2.171239e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -21712348.000000 Penalty: 5968.240234
	Iteration 107Q: 3 clusters Score -2.171235e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -21712332.000000 Penalty: 5968.240234
	Iteration 108Q: 3 clusters Score -2.171233e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -21712342.000000 Penalty: 5968.240234
	Iteration 109Q: 3 clusters Score -2.171234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -21712320.000000 Penalty: 5968.240234
	Iteration 110Q: 3 clusters Score -2.171232e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -21712338.000000 Penalty: 5968.240234
	Iteration 111Q: 3 clusters Score -2.171234e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21712338.000000 Penalty: 5968.240234
	Iteration 112Q: 3 clusters Score -2.171234e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -21712348.000000 Penalty: 5968.240234
	Iteration 113Q: 3 clusters Score -2.171235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21712370.000000 Penalty: 5968.240234
	Iteration 114Q: 3 clusters Score -2.171237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164404 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21712362.000000 Penalty: 5968.240234
	Iteration 115Q: 3 clusters Score -2.171236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -21712386.000000 Penalty: 5968.240234
	Iteration 116Q: 3 clusters Score -2.171239e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -21712382.000000 Penalty: 5968.240234
	Iteration 117Q: 3 clusters Score -2.171238e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164582 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -21712380.000000 Penalty: 5968.240234
	Iteration 118Q: 3 clusters Score -2.171238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21712356.000000 Penalty: 5968.240234
	Iteration 119Q: 3 clusters Score -2.171236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -21712358.000000 Penalty: 5968.240234
	Iteration 120F: 3 clusters Score -2.171236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21712378.000000 Penalty: 5968.240234
	Iteration 121Q: 3 clusters Score -2.171238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21712368.000000 Penalty: 5968.240234
	Iteration 122Q: 3 clusters Score -2.171237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21712364.000000 Penalty: 5968.240234
	Iteration 123Q: 3 clusters Score -2.171236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164776 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -21712352.000000 Penalty: 5968.240234
	Iteration 124Q: 3 clusters Score -2.171235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -21712350.000000 Penalty: 5968.240234
	Iteration 125Q: 3 clusters Score -2.171235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21712358.000000 Penalty: 5968.240234
	Iteration 126Q: 3 clusters Score -2.171236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21712346.000000 Penalty: 5968.240234
	Iteration 127Q: 3 clusters Score -2.171235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21712336.000000 Penalty: 5968.240234
	Iteration 128Q: 3 clusters Score -2.171234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164869 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21712346.000000 Penalty: 5968.240234
	Iteration 129Q: 3 clusters Score -2.171235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164881 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -21712340.000000 Penalty: 5968.240234
	Iteration 130Q: 3 clusters Score -2.171234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21712366.000000 Penalty: 5968.240234
	Iteration 131Q: 3 clusters Score -2.171237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21712348.000000 Penalty: 5968.240234
	Iteration 132Q: 3 clusters Score -2.171235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164922 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -21712346.000000 Penalty: 5968.240234
	Iteration 133Q: 3 clusters Score -2.171235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -21712324.000000 Penalty: 5968.240234
	Iteration 134Q: 3 clusters Score -2.171232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21712328.000000 Penalty: 5968.240234
	Iteration 135Q: 3 clusters Score -2.171233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -21712332.000000 Penalty: 5968.240234
	Iteration 136Q: 3 clusters Score -2.171233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -21712338.000000 Penalty: 5968.240234
	Iteration 137Q: 3 clusters Score -2.171234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164962 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -21712324.000000 Penalty: 5968.240234
	Iteration 138Q: 3 clusters Score -2.171232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164967 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21712324.000000 Penalty: 5968.240234
	Iteration 139Q: 3 clusters Score -2.171232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -21712344.000000 Penalty: 5968.240234
	Iteration 140F: 3 clusters Score -2.171234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164978 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21712336.000000 Penalty: 5968.240234
	Iteration 141Q: 3 clusters Score -2.171234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21712342.000000 Penalty: 5968.240234
	Iteration 142Q: 3 clusters Score -2.171234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21712332.000000 Penalty: 5968.240234
	Iteration 143Q: 3 clusters Score -2.171233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21712330.000000 Penalty: 5968.240234
	Iteration 144Q: 3 clusters Score -2.171233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21712342.000000 Penalty: 5968.240234
	Iteration 145Q: 3 clusters Score -2.171234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -21712346.000000 Penalty: 5968.240234
	Iteration 146Q: 3 clusters Score -2.171235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21712346.000000 Penalty: 5968.240234
	Iteration 147Q: 3 clusters Score -2.171235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21712344.000000 Penalty: 5968.240234
	Iteration 148Q: 3 clusters Score -2.171234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21712348.000000 Penalty: 5968.240234
	Iteration 149Q: 3 clusters Score -2.171235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165066 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21712336.000000 Penalty: 5968.240234
	Iteration 150Q: 3 clusters Score -2.171234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21712336.000000 Penalty: 5968.240234
	Iteration 151Q: 3 clusters Score -2.171234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21712320.000000 Penalty: 5968.240234
	Iteration 152Q: 3 clusters Score -2.171232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -21712318.000000 Penalty: 5968.240234
	Iteration 153Q: 3 clusters Score -2.171232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165105 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21712324.000000 Penalty: 5968.240234
	Iteration 154Q: 3 clusters Score -2.171232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165110 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21712312.000000 Penalty: 5968.240234
	Iteration 155Q: 3 clusters Score -2.171231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165115 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21712322.000000 Penalty: 5968.240234
	Iteration 156Q: 3 clusters Score -2.171232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21712314.000000 Penalty: 5968.240234
	Iteration 157Q: 3 clusters Score -2.171231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165127 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -21712320.000000 Penalty: 5968.240234
	Iteration 158Q: 3 clusters Score -2.171232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -21712326.000000 Penalty: 5968.240234
	Iteration 159Q: 3 clusters Score -2.171233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21712312.000000 Penalty: 5968.240234
	Iteration 160F: 3 clusters Score -2.171231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21712308.000000 Penalty: 5968.240234
	Iteration 161Q: 3 clusters Score -2.171231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21712302.000000 Penalty: 5968.240234
	Iteration 162Q: 3 clusters Score -2.17123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -21712298.000000 Penalty: 5968.240234
	Iteration 163Q: 3 clusters Score -2.17123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21712304.000000 Penalty: 5968.240234
	Iteration 164Q: 3 clusters Score -2.17123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21712304.000000 Penalty: 5968.240234
	Iteration 165F: 3 clusters Score -2.17123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -636291.437500 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -636291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -631760.437500 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -631760.4 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -632888.750000 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -632888.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -633104.562500 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -633104.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -633227.000000 Penalty: 4218.539551
	Iteration 3Q: 3 clusters Score -633227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -633323.625000 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -633323.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -633397.187500 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -633397.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -633456.250000 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -633456.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -633511.687500 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -633511.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -633564.875000 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -633564.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -633627.562500 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -633627.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -633691.687500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -633691.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -633746.875000 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -633746.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -633811.750000 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -633811.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -633879.125000 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -633879.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -633940.937500 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -633940.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -634003.937500 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -634003.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -634068.500000 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -634068.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -634135.937500 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -634135.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -634195.625000 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -634195.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -634247.312500 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -634247.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -634291.875000 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -634291.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -634332.625000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -634332.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -634374.187500 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -634374.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -634402.812500 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -634402.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -634422.250000 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -634422.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -634440.750000 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -634440.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -634458.812500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -634458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -634473.750000 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -634473.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -634493.562500 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -634493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -634504.187500 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -634504.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -634515.125000 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -634515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -634524.312500 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -634524.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -634530.000000 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -634530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -634533.687500 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -634533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -634535.500000 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -634535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -634537.687500 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -634537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -634540.125000 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -634540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -634541.562500 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -634541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -634541.437500 Penalty: 4218.539551
	Iteration 38Q: 3 clusters Score -634541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -634542.000000 Penalty: 4218.539551
	Iteration 39Q: 3 clusters Score -634542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -634543.062500 Penalty: 4218.539551
	Iteration 40F: 3 clusters Score -634543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -634542.250000 Penalty: 4218.539551
	Iteration 41Q: 3 clusters Score -634542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -634543.000000 Penalty: 4218.539551
	Iteration 42Q: 3 clusters Score -634543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -634543.000000 Penalty: 4218.539551
	Iteration 43F: 3 clusters Score -634543 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: -55888.925781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -55888.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54414.968750 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -54414.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54557.394531 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -54557.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54580.910156 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -54580.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54597.433594 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -54597.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54605.902344 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -54605.9 nChanged 1
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: -54607.660156 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -54607.66 nChanged 0
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: -54607.660156 Penalty: 3046.450439
	Iteration 6F: 3 clusters Score -54607.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -399593.406250 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -399593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -396123.156250 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -396123.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -396872.625000 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -396872.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -397025.375000 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -397025.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -397096.000000 Penalty: 4012.991455
	Iteration 3Q: 3 clusters Score -397096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -397158.843750 Penalty: 4012.991455
	Iteration 4Q: 3 clusters Score -397158.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -397201.906250 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -397201.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -397237.718750 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -397237.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -397273.500000 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -397273.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -397303.687500 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -397303.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -397327.281250 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -397327.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -397343.437500 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -397343.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397355.312500 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -397355.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -397365.468750 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -397365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -397372.812500 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -397372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -397378.218750 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -397378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -397381.718750 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -397381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -397384.437500 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -397384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397387.968750 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -397388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397389.125000 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -397389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397390.500000 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -397390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -397391.250000 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -397391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -397391.875000 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -397391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -397393.406250 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -397393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -397394.656250 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -397394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -397394.750000 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -397394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -397394.968750 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -397395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -397396.781250 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -397396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -397396.781250 Penalty: 4012.991455
	Iteration 27F: 3 clusters Score -397396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27379.289062 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27379.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27463.800781 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27516.060547 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27516.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27532.046875 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -27532.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27534.808594 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -27534.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27534.808594 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -27534.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202735 members 
Entering Unmasked Estep 
Score: -26170948.000000 Penalty: 3030.474365
	Iteration 0F: 2 clusters Score -2.617095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -26039670.000000 Penalty: 6060.948730
	Iteration 0F: 3 clusters Score -2.603967e+07 nChanged 97401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -26096282.000000 Penalty: 6060.948730
	Iteration 1F: 3 clusters Score -2.609628e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -26097316.000000 Penalty: 6060.948730
	Iteration 2Q: 3 clusters Score -2.609732e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -26098658.000000 Penalty: 6060.948730
	Iteration 3Q: 3 clusters Score -2.609866e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -26101250.000000 Penalty: 6060.948730
	Iteration 4Q: 3 clusters Score -2.610125e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -26106286.000000 Penalty: 6060.948730
	Iteration 5F: 3 clusters Score -2.610629e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -26114748.000000 Penalty: 6060.948730
	Iteration 6F: 3 clusters Score -2.611475e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -26127238.000000 Penalty: 6060.948730
	Iteration 7F: 3 clusters Score -2.612724e+07 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -26141202.000000 Penalty: 6060.948730
	Iteration 8F: 3 clusters Score -2.61412e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 162678 members 
Entering Unmasked Estep 
Score: -26152600.000000 Penalty: 6060.948730
	Iteration 9F: 3 clusters Score -2.61526e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -26158964.000000 Penalty: 6060.948730
	Iteration 10Q: 3 clusters Score -2.615896e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -26162188.000000 Penalty: 6060.948730
	Iteration 11Q: 3 clusters Score -2.616219e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 169980 members 
Entering Unmasked Estep 
Score: -26164420.000000 Penalty: 6060.948730
	Iteration 12Q: 3 clusters Score -2.616442e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -26166360.000000 Penalty: 6060.948730
	Iteration 13Q: 3 clusters Score -2.616636e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 173679 members 
Entering Unmasked Estep 
Score: -26167984.000000 Penalty: 6060.948730
	Iteration 14Q: 3 clusters Score -2.616798e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 175338 members 
Entering Unmasked Estep 
Score: -26169274.000000 Penalty: 6060.948730
	Iteration 15Q: 3 clusters Score -2.616927e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -26169922.000000 Penalty: 6060.948730
	Iteration 16Q: 3 clusters Score -2.616992e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 178439 members 
Entering Unmasked Estep 
Score: -26170318.000000 Penalty: 6060.948730
	Iteration 17Q: 3 clusters Score -2.617032e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -26170418.000000 Penalty: 6060.948730
	Iteration 18Q: 3 clusters Score -2.617042e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 181044 members 
Entering Unmasked Estep 
Score: -26170560.000000 Penalty: 6060.948730
	Iteration 19Q: 3 clusters Score -2.617056e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 182185 members 
Entering Unmasked Estep 
Score: -26170662.000000 Penalty: 6060.948730
	Iteration 20F: 3 clusters Score -2.617066e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 183254 members 
Entering Unmasked Estep 
Score: -26170712.000000 Penalty: 6060.948730
	Iteration 21Q: 3 clusters Score -2.617071e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -26170682.000000 Penalty: 6060.948730
	Iteration 22Q: 3 clusters Score -2.617068e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 185230 members 
Entering Unmasked Estep 
Score: -26170624.000000 Penalty: 6060.948730
	Iteration 23Q: 3 clusters Score -2.617062e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 186184 members 
Entering Unmasked Estep 
Score: -26170800.000000 Penalty: 6060.948730
	Iteration 24Q: 3 clusters Score -2.61708e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -26170862.000000 Penalty: 6060.948730
	Iteration 25Q: 3 clusters Score -2.617086e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 187879 members 
Entering Unmasked Estep 
Score: -26170828.000000 Penalty: 6060.948730
	Iteration 26Q: 3 clusters Score -2.617083e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 188654 members 
Entering Unmasked Estep 
Score: -26170750.000000 Penalty: 6060.948730
	Iteration 27Q: 3 clusters Score -2.617075e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 189381 members 
Entering Unmasked Estep 
Score: -26170644.000000 Penalty: 6060.948730
	Iteration 28Q: 3 clusters Score -2.617064e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -26170500.000000 Penalty: 6060.948730
	Iteration 29Q: 3 clusters Score -2.61705e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 190789 members 
Entering Unmasked Estep 
Score: -26170490.000000 Penalty: 6060.948730
	Iteration 30Q: 3 clusters Score -2.617049e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 191435 members 
Entering Unmasked Estep 
Score: -26170322.000000 Penalty: 6060.948730
	Iteration 31Q: 3 clusters Score -2.617032e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 192057 members 
Entering Unmasked Estep 
Score: -26170172.000000 Penalty: 6060.948730
	Iteration 32Q: 3 clusters Score -2.617017e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -26170178.000000 Penalty: 6060.948730
	Iteration 33Q: 3 clusters Score -2.617018e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 193191 members 
Entering Unmasked Estep 
Score: -26170198.000000 Penalty: 6060.948730
	Iteration 34Q: 3 clusters Score -2.61702e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 193713 members 
Entering Unmasked Estep 
Score: -26170196.000000 Penalty: 6060.948730
	Iteration 35Q: 3 clusters Score -2.61702e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 194188 members 
Entering Unmasked Estep 
Score: -26170074.000000 Penalty: 6060.948730
	Iteration 36Q: 3 clusters Score -2.617007e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 194656 members 
Entering Unmasked Estep 
Score: -26169982.000000 Penalty: 6060.948730
	Iteration 37Q: 3 clusters Score -2.616998e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 195078 members 
Entering Unmasked Estep 
Score: -26169918.000000 Penalty: 6060.948730
	Iteration 38Q: 3 clusters Score -2.616992e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 195475 members 
Entering Unmasked Estep 
Score: -26169942.000000 Penalty: 6060.948730
	Iteration 39Q: 3 clusters Score -2.616994e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 195828 members 
Entering Unmasked Estep 
Score: -26169834.000000 Penalty: 6060.948730
	Iteration 40F: 3 clusters Score -2.616983e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 196181 members 
Entering Unmasked Estep 
Score: -26169834.000000 Penalty: 6060.948730
	Iteration 41Q: 3 clusters Score -2.616983e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -26169774.000000 Penalty: 6060.948730
	Iteration 42Q: 3 clusters Score -2.616977e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 196767 members 
Entering Unmasked Estep 
Score: -26169704.000000 Penalty: 6060.948730
	Iteration 43Q: 3 clusters Score -2.61697e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 197031 members 
Entering Unmasked Estep 
Score: -26169720.000000 Penalty: 6060.948730
	Iteration 44Q: 3 clusters Score -2.616972e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 197313 members 
Entering Unmasked Estep 
Score: -26169644.000000 Penalty: 6060.948730
	Iteration 45Q: 3 clusters Score -2.616964e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 197553 members 
Entering Unmasked Estep 
Score: -26169598.000000 Penalty: 6060.948730
	Iteration 46Q: 3 clusters Score -2.61696e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 197799 members 
Entering Unmasked Estep 
Score: -26169550.000000 Penalty: 6060.948730
	Iteration 47Q: 3 clusters Score -2.616955e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 198008 members 
Entering Unmasked Estep 
Score: -26169562.000000 Penalty: 6060.948730
	Iteration 48Q: 3 clusters Score -2.616956e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 198198 members 
Entering Unmasked Estep 
Score: -26169548.000000 Penalty: 6060.948730
	Iteration 49Q: 3 clusters Score -2.616955e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 198369 members 
Entering Unmasked Estep 
Score: -26169442.000000 Penalty: 6060.948730
	Iteration 50Q: 3 clusters Score -2.616944e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 198527 members 
Entering Unmasked Estep 
Score: -26169456.000000 Penalty: 6060.948730
	Iteration 51Q: 3 clusters Score -2.616946e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 198687 members 
Entering Unmasked Estep 
Score: -26169400.000000 Penalty: 6060.948730
	Iteration 52Q: 3 clusters Score -2.61694e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 198849 members 
Entering Unmasked Estep 
Score: -26169408.000000 Penalty: 6060.948730
	Iteration 53Q: 3 clusters Score -2.616941e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 199004 members 
Entering Unmasked Estep 
Score: -26169366.000000 Penalty: 6060.948730
	Iteration 54Q: 3 clusters Score -2.616937e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 199150 members 
Entering Unmasked Estep 
Score: -26169326.000000 Penalty: 6060.948730
	Iteration 55Q: 3 clusters Score -2.616933e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 199288 members 
Entering Unmasked Estep 
Score: -26169364.000000 Penalty: 6060.948730
	Iteration 56Q: 3 clusters Score -2.616936e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 199417 members 
Entering Unmasked Estep 
Score: -26169360.000000 Penalty: 6060.948730
	Iteration 57Q: 3 clusters Score -2.616936e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 199528 members 
Entering Unmasked Estep 
Score: -26169340.000000 Penalty: 6060.948730
	Iteration 58Q: 3 clusters Score -2.616934e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -26169302.000000 Penalty: 6060.948730
	Iteration 59Q: 3 clusters Score -2.61693e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 199737 members 
Entering Unmasked Estep 
Score: -26169360.000000 Penalty: 6060.948730
	Iteration 60F: 3 clusters Score -2.616936e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 199820 members 
Entering Unmasked Estep 
Score: -26169334.000000 Penalty: 6060.948730
	Iteration 61Q: 3 clusters Score -2.616933e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 199894 members 
Entering Unmasked Estep 
Score: -26169324.000000 Penalty: 6060.948730
	Iteration 62Q: 3 clusters Score -2.616932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 199973 members 
Entering Unmasked Estep 
Score: -26169326.000000 Penalty: 6060.948730
	Iteration 63Q: 3 clusters Score -2.616933e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 200042 members 
Entering Unmasked Estep 
Score: -26169322.000000 Penalty: 6060.948730
	Iteration 64Q: 3 clusters Score -2.616932e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 200112 members 
Entering Unmasked Estep 
Score: -26169312.000000 Penalty: 6060.948730
	Iteration 65Q: 3 clusters Score -2.616931e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 200183 members 
Entering Unmasked Estep 
Score: -26169298.000000 Penalty: 6060.948730
	Iteration 66Q: 3 clusters Score -2.61693e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 200253 members 
Entering Unmasked Estep 
Score: -26169276.000000 Penalty: 6060.948730
	Iteration 67Q: 3 clusters Score -2.616928e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 200312 members 
Entering Unmasked Estep 
Score: -26169264.000000 Penalty: 6060.948730
	Iteration 68Q: 3 clusters Score -2.616926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 200352 members 
Entering Unmasked Estep 
Score: -26169242.000000 Penalty: 6060.948730
	Iteration 69Q: 3 clusters Score -2.616924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 200397 members 
Entering Unmasked Estep 
Score: -26169234.000000 Penalty: 6060.948730
	Iteration 70Q: 3 clusters Score -2.616923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 200440 members 
Entering Unmasked Estep 
Score: -26169214.000000 Penalty: 6060.948730
	Iteration 71Q: 3 clusters Score -2.616921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 200478 members 
Entering Unmasked Estep 
Score: -26169208.000000 Penalty: 6060.948730
	Iteration 72Q: 3 clusters Score -2.616921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 200519 members 
Entering Unmasked Estep 
Score: -26169222.000000 Penalty: 6060.948730
	Iteration 73Q: 3 clusters Score -2.616922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 200568 members 
Entering Unmasked Estep 
Score: -26169198.000000 Penalty: 6060.948730
	Iteration 74Q: 3 clusters Score -2.61692e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 200617 members 
Entering Unmasked Estep 
Score: -26169194.000000 Penalty: 6060.948730
	Iteration 75Q: 3 clusters Score -2.616919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 200664 members 
Entering Unmasked Estep 
Score: -26169182.000000 Penalty: 6060.948730
	Iteration 76Q: 3 clusters Score -2.616918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 200702 members 
Entering Unmasked Estep 
Score: -26169194.000000 Penalty: 6060.948730
	Iteration 77Q: 3 clusters Score -2.616919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 200736 members 
Entering Unmasked Estep 
Score: -26169190.000000 Penalty: 6060.948730
	Iteration 78Q: 3 clusters Score -2.616919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 200769 members 
Entering Unmasked Estep 
Score: -26169156.000000 Penalty: 6060.948730
	Iteration 79Q: 3 clusters Score -2.616916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 200817 members 
Entering Unmasked Estep 
Score: -26169154.000000 Penalty: 6060.948730
	Iteration 80F: 3 clusters Score -2.616915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 200857 members 
Entering Unmasked Estep 
Score: -26169156.000000 Penalty: 6060.948730
	Iteration 81Q: 3 clusters Score -2.616916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 200890 members 
Entering Unmasked Estep 
Score: -26169158.000000 Penalty: 6060.948730
	Iteration 82Q: 3 clusters Score -2.616916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 200915 members 
Entering Unmasked Estep 
Score: -26169172.000000 Penalty: 6060.948730
	Iteration 83Q: 3 clusters Score -2.616917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -26169180.000000 Penalty: 6060.948730
	Iteration 84Q: 3 clusters Score -2.616918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 200981 members 
Entering Unmasked Estep 
Score: -26169160.000000 Penalty: 6060.948730
	Iteration 85Q: 3 clusters Score -2.616916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -26169186.000000 Penalty: 6060.948730
	Iteration 86Q: 3 clusters Score -2.616919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 201041 members 
Entering Unmasked Estep 
Score: -26169160.000000 Penalty: 6060.948730
	Iteration 87Q: 3 clusters Score -2.616916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 201073 members 
Entering Unmasked Estep 
Score: -26169164.000000 Penalty: 6060.948730
	Iteration 88Q: 3 clusters Score -2.616916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 201103 members 
Entering Unmasked Estep 
Score: -26169160.000000 Penalty: 6060.948730
	Iteration 89Q: 3 clusters Score -2.616916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 201131 members 
Entering Unmasked Estep 
Score: -26169164.000000 Penalty: 6060.948730
	Iteration 90Q: 3 clusters Score -2.616916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 201148 members 
Entering Unmasked Estep 
Score: -26169190.000000 Penalty: 6060.948730
	Iteration 91Q: 3 clusters Score -2.616919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 201166 members 
Entering Unmasked Estep 
Score: -26169174.000000 Penalty: 6060.948730
	Iteration 92Q: 3 clusters Score -2.616917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 201177 members 
Entering Unmasked Estep 
Score: -26169162.000000 Penalty: 6060.948730
	Iteration 93Q: 3 clusters Score -2.616916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 201188 members 
Entering Unmasked Estep 
Score: -26169138.000000 Penalty: 6060.948730
	Iteration 94Q: 3 clusters Score -2.616914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 201201 members 
Entering Unmasked Estep 
Score: -26169158.000000 Penalty: 6060.948730
	Iteration 95Q: 3 clusters Score -2.616916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -26169144.000000 Penalty: 6060.948730
	Iteration 96Q: 3 clusters Score -2.616914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 201223 members 
Entering Unmasked Estep 
Score: -26169130.000000 Penalty: 6060.948730
	Iteration 97Q: 3 clusters Score -2.616913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 201235 members 
Entering Unmasked Estep 
Score: -26169128.000000 Penalty: 6060.948730
	Iteration 98Q: 3 clusters Score -2.616913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 201245 members 
Entering Unmasked Estep 
Score: -26169138.000000 Penalty: 6060.948730
	Iteration 99Q: 3 clusters Score -2.616914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 201256 members 
Entering Unmasked Estep 
Score: -26169134.000000 Penalty: 6060.948730
	Iteration 100F: 3 clusters Score -2.616913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 201266 members 
Entering Unmasked Estep 
Score: -26169114.000000 Penalty: 6060.948730
	Iteration 101Q: 3 clusters Score -2.616911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 201278 members 
Entering Unmasked Estep 
Score: -26169110.000000 Penalty: 6060.948730
	Iteration 102Q: 3 clusters Score -2.616911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 201288 members 
Entering Unmasked Estep 
Score: -26169088.000000 Penalty: 6060.948730
	Iteration 103Q: 3 clusters Score -2.616909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 201293 members 
Entering Unmasked Estep 
Score: -26169094.000000 Penalty: 6060.948730
	Iteration 104Q: 3 clusters Score -2.616909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 201296 members 
Entering Unmasked Estep 
Score: -26169098.000000 Penalty: 6060.948730
	Iteration 105Q: 3 clusters Score -2.61691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 201300 members 
Entering Unmasked Estep 
Score: -26169086.000000 Penalty: 6060.948730
	Iteration 106Q: 3 clusters Score -2.616909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 201303 members 
Entering Unmasked Estep 
Score: -26169086.000000 Penalty: 6060.948730
	Iteration 107Q: 3 clusters Score -2.616909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 201309 members 
Entering Unmasked Estep 
Score: -26169084.000000 Penalty: 6060.948730
	Iteration 108Q: 3 clusters Score -2.616908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 201322 members 
Entering Unmasked Estep 
Score: -26169084.000000 Penalty: 6060.948730
	Iteration 109Q: 3 clusters Score -2.616908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 201330 members 
Entering Unmasked Estep 
Score: -26169088.000000 Penalty: 6060.948730
	Iteration 110Q: 3 clusters Score -2.616909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 201343 members 
Entering Unmasked Estep 
Score: -26169114.000000 Penalty: 6060.948730
	Iteration 111Q: 3 clusters Score -2.616911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 201356 members 
Entering Unmasked Estep 
Score: -26169098.000000 Penalty: 6060.948730
	Iteration 112Q: 3 clusters Score -2.61691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 201367 members 
Entering Unmasked Estep 
Score: -26169104.000000 Penalty: 6060.948730
	Iteration 113Q: 3 clusters Score -2.61691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 201373 members 
Entering Unmasked Estep 
Score: -26169112.000000 Penalty: 6060.948730
	Iteration 114Q: 3 clusters Score -2.616911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 201379 members 
Entering Unmasked Estep 
Score: -26169102.000000 Penalty: 6060.948730
	Iteration 115Q: 3 clusters Score -2.61691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 201381 members 
Entering Unmasked Estep 
Score: -26169116.000000 Penalty: 6060.948730
	Iteration 116Q: 3 clusters Score -2.616912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -26169098.000000 Penalty: 6060.948730
	Iteration 117Q: 3 clusters Score -2.61691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 201385 members 
Entering Unmasked Estep 
Score: -26169106.000000 Penalty: 6060.948730
	Iteration 118Q: 3 clusters Score -2.616911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 201388 members 
Entering Unmasked Estep 
Score: -26169102.000000 Penalty: 6060.948730
	Iteration 119Q: 3 clusters Score -2.61691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 201393 members 
Entering Unmasked Estep 
Score: -26169096.000000 Penalty: 6060.948730
	Iteration 120F: 3 clusters Score -2.61691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 201398 members 
Entering Unmasked Estep 
Score: -26169092.000000 Penalty: 6060.948730
	Iteration 121Q: 3 clusters Score -2.616909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 201400 members 
Entering Unmasked Estep 
Score: -26169094.000000 Penalty: 6060.948730
	Iteration 122Q: 3 clusters Score -2.616909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 201400 members 
Entering Unmasked Estep 
Score: -26169088.000000 Penalty: 6060.948730
	Iteration 123Q: 3 clusters Score -2.616909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -26169066.000000 Penalty: 6060.948730
	Iteration 124Q: 3 clusters Score -2.616907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 201405 members 
Entering Unmasked Estep 
Score: -26169084.000000 Penalty: 6060.948730
	Iteration 125Q: 3 clusters Score -2.616908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -26169078.000000 Penalty: 6060.948730
	Iteration 126Q: 3 clusters Score -2.616908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -26169086.000000 Penalty: 6060.948730
	Iteration 127Q: 3 clusters Score -2.616909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
Score: -26169072.000000 Penalty: 6060.948730
	Iteration 128Q: 3 clusters Score -2.616907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
Score: -26169072.000000 Penalty: 6060.948730
	Iteration 129F: 3 clusters Score -2.616907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Entering Unmasked Estep 
Score: -8316448.500000 Penalty: 2745.655273
	Iteration 0F: 2 clusters Score -8316448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8273204.000000 Penalty: 5491.310547
	Iteration 0F: 3 clusters Score -8273204 nChanged 30109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -8290277.000000 Penalty: 5491.310547
	Iteration 1F: 3 clusters Score -8290277 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -8290887.000000 Penalty: 5491.310547
	Iteration 2Q: 3 clusters Score -8290887 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -8291641.500000 Penalty: 5491.310547
	Iteration 3Q: 3 clusters Score -8291642 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -8292536.000000 Penalty: 5491.310547
	Iteration 4Q: 3 clusters Score -8292536 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8293743.000000 Penalty: 5491.310547
	Iteration 5Q: 3 clusters Score -8293743 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -8295489.500000 Penalty: 5491.310547
	Iteration 6F: 3 clusters Score -8295490 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8297670.000000 Penalty: 5491.310547
	Iteration 7F: 3 clusters Score -8297670 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -8300101.000000 Penalty: 5491.310547
	Iteration 8F: 3 clusters Score -8300101 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8302425.000000 Penalty: 5491.310547
	Iteration 9F: 3 clusters Score -8302425 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -8304383.000000 Penalty: 5491.310547
	Iteration 10F: 3 clusters Score -8304383 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -8306227.500000 Penalty: 5491.310547
	Iteration 11Q: 3 clusters Score -8306228 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -8307876.000000 Penalty: 5491.310547
	Iteration 12Q: 3 clusters Score -8307876 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8309209.500000 Penalty: 5491.310547
	Iteration 13Q: 3 clusters Score -8309210 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -8310332.000000 Penalty: 5491.310547
	Iteration 14Q: 3 clusters Score -8310332 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8311262.500000 Penalty: 5491.310547
	Iteration 15Q: 3 clusters Score -8311262 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -8311902.000000 Penalty: 5491.310547
	Iteration 16Q: 3 clusters Score -8311902 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8312331.500000 Penalty: 5491.310547
	Iteration 17Q: 3 clusters Score -8312332 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8312663.000000 Penalty: 5491.310547
	Iteration 18Q: 3 clusters Score -8312663 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8312928.500000 Penalty: 5491.310547
	Iteration 19Q: 3 clusters Score -8312928 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8313155.500000 Penalty: 5491.310547
	Iteration 20F: 3 clusters Score -8313156 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8313339.000000 Penalty: 5491.310547
	Iteration 21Q: 3 clusters Score -8313339 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8313503.000000 Penalty: 5491.310547
	Iteration 22Q: 3 clusters Score -8313503 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8313583.500000 Penalty: 5491.310547
	Iteration 23Q: 3 clusters Score -8313584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8313676.000000 Penalty: 5491.310547
	Iteration 24Q: 3 clusters Score -8313676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8313733.500000 Penalty: 5491.310547
	Iteration 25Q: 3 clusters Score -8313734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8313775.500000 Penalty: 5491.310547
	Iteration 26Q: 3 clusters Score -8313776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8313808.500000 Penalty: 5491.310547
	Iteration 27Q: 3 clusters Score -8313808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8313822.500000 Penalty: 5491.310547
	Iteration 28Q: 3 clusters Score -8313822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8313852.500000 Penalty: 5491.310547
	Iteration 29Q: 3 clusters Score -8313852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8313865.000000 Penalty: 5491.310547
	Iteration 30Q: 3 clusters Score -8313865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8313873.500000 Penalty: 5491.310547
	Iteration 31Q: 3 clusters Score -8313874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8313876.500000 Penalty: 5491.310547
	Iteration 32Q: 3 clusters Score -8313876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8313885.500000 Penalty: 5491.310547
	Iteration 33Q: 3 clusters Score -8313886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8313893.500000 Penalty: 5491.310547
	Iteration 34Q: 3 clusters Score -8313894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8313916.500000 Penalty: 5491.310547
	Iteration 35Q: 3 clusters Score -8313916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8313927.000000 Penalty: 5491.310547
	Iteration 36Q: 3 clusters Score -8313927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8313946.000000 Penalty: 5491.310547
	Iteration 37Q: 3 clusters Score -8313946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8313947.000000 Penalty: 5491.310547
	Iteration 38Q: 3 clusters Score -8313947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8313963.000000 Penalty: 5491.310547
	Iteration 39Q: 3 clusters Score -8313963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8313971.500000 Penalty: 5491.310547
	Iteration 40F: 3 clusters Score -8313972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8313983.500000 Penalty: 5491.310547
	Iteration 41Q: 3 clusters Score -8313984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8314000.000000 Penalty: 5491.310547
	Iteration 42Q: 3 clusters Score -8314000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8314010.000000 Penalty: 5491.310547
	Iteration 43Q: 3 clusters Score -8314010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8314008.500000 Penalty: 5491.310547
	Iteration 44Q: 3 clusters Score -8314008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8314010.000000 Penalty: 5491.310547
	Iteration 45Q: 3 clusters Score -8314010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8314017.000000 Penalty: 5491.310547
	Iteration 46Q: 3 clusters Score -8314017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8314020.000000 Penalty: 5491.310547
	Iteration 47Q: 3 clusters Score -8314020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8314025.000000 Penalty: 5491.310547
	Iteration 48Q: 3 clusters Score -8314025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8314029.000000 Penalty: 5491.310547
	Iteration 49Q: 3 clusters Score -8314029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8314035.500000 Penalty: 5491.310547
	Iteration 50Q: 3 clusters Score -8314036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8314035.500000 Penalty: 5491.310547
	Iteration 51Q: 3 clusters Score -8314036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8314036.500000 Penalty: 5491.310547
	Iteration 52Q: 3 clusters Score -8314036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8314037.500000 Penalty: 5491.310547
	Iteration 53Q: 3 clusters Score -8314038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8314035.500000 Penalty: 5491.310547
	Iteration 54Q: 3 clusters Score -8314036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8314039.000000 Penalty: 5491.310547
	Iteration 55Q: 3 clusters Score -8314039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8314039.000000 Penalty: 5491.310547
	Iteration 56Q: 3 clusters Score -8314039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8314041.000000 Penalty: 5491.310547
	Iteration 57Q: 3 clusters Score -8314041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8314046.500000 Penalty: 5491.310547
	Iteration 58Q: 3 clusters Score -8314046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8314049.500000 Penalty: 5491.310547
	Iteration 59Q: 3 clusters Score -8314050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8314042.500000 Penalty: 5491.310547
	Iteration 60F: 3 clusters Score -8314042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8314050.000000 Penalty: 5491.310547
	Iteration 61Q: 3 clusters Score -8314050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8314050.000000 Penalty: 5491.310547
	Iteration 62F: 3 clusters Score -8314050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117658.750000 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117658.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118167.531250 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118167.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118711.875000 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118711.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119297.085938 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -119297.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119674.812500 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -119674.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119976.812500 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -119976.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120190.320312 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -120190.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120291.054688 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -120291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120368.070312 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -120368.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -120423.890625 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -120423.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120465.632812 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -120465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -120506.570312 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -120506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120538.148438 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -120538.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120566.007812 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -120566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120589.117188 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -120589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120594.750000 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120598.781250 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -120598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120600.695312 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -120600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -120601.382812 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -120601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -120601.898438 Penalty: 3453.272705
	Iteration 19F: 3 clusters Score -120601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120603.898438 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -120603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196707 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 60242 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 181145 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 630 members 
Entering Unmasked Estep 
Score: -138540640.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541472.000000 to -138540640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Entering Unmasked Estep 
Score: -7579475.500000 Penalty: 2729.519043
	Iteration 0F: 2 clusters Score -7579476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7539040.000000 Penalty: 5459.038086
	Iteration 0F: 3 clusters Score -7539040 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7554425.000000 Penalty: 5459.038086
	Iteration 1F: 3 clusters Score -7554425 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7554965.000000 Penalty: 5459.038086
	Iteration 2Q: 3 clusters Score -7554965 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -7555610.000000 Penalty: 5459.038086
	Iteration 3Q: 3 clusters Score -7555610 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -7556411.500000 Penalty: 5459.038086
	Iteration 4Q: 3 clusters Score -7556412 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -7557569.500000 Penalty: 5459.038086
	Iteration 5Q: 3 clusters Score -7557570 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7559442.500000 Penalty: 5459.038086
	Iteration 6F: 3 clusters Score -7559442 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -7562237.000000 Penalty: 5459.038086
	Iteration 7F: 3 clusters Score -7562237 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -7566013.000000 Penalty: 5459.038086
	Iteration 8F: 3 clusters Score -7566013 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -7570104.500000 Penalty: 5459.038086
	Iteration 9F: 3 clusters Score -7570104 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7573613.500000 Penalty: 5459.038086
	Iteration 10F: 3 clusters Score -7573614 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7575705.000000 Penalty: 5459.038086
	Iteration 11Q: 3 clusters Score -7575705 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7576570.000000 Penalty: 5459.038086
	Iteration 12Q: 3 clusters Score -7576570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7576887.000000 Penalty: 5459.038086
	Iteration 13Q: 3 clusters Score -7576887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7577008.000000 Penalty: 5459.038086
	Iteration 14Q: 3 clusters Score -7577008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7577058.000000 Penalty: 5459.038086
	Iteration 15Q: 3 clusters Score -7577058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7577080.000000 Penalty: 5459.038086
	Iteration 16Q: 3 clusters Score -7577080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7577086.000000 Penalty: 5459.038086
	Iteration 17Q: 3 clusters Score -7577086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7577090.500000 Penalty: 5459.038086
	Iteration 18Q: 3 clusters Score -7577090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7577100.000000 Penalty: 5459.038086
	Iteration 19Q: 3 clusters Score -7577100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7577099.000000 Penalty: 5459.038086
	Iteration 20F: 3 clusters Score -7577099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7577101.500000 Penalty: 5459.038086
	Iteration 21Q: 3 clusters Score -7577102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7577106.000000 Penalty: 5459.038086
	Iteration 22Q: 3 clusters Score -7577106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7577110.000000 Penalty: 5459.038086
	Iteration 23Q: 3 clusters Score -7577110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7577110.000000 Penalty: 5459.038086
	Iteration 24Q: 3 clusters Score -7577110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7577110.000000 Penalty: 5459.038086
	Iteration 25F: 3 clusters Score -7577110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -427262.968750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -427263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -423785.718750 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -423785.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -424492.281250 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -424492.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -424649.031250 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -424649 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -424735.062500 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -424735.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -424783.687500 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -424783.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -424820.781250 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -424820.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -424848.468750 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -424848.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -424873.468750 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -424873.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424891.343750 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -424891.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424904.468750 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -424904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -424911.375000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -424911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -424919.125000 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -424919.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -424928.656250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -424928.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -424936.750000 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -424936.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424943.937500 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -424943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -424946.625000 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -424946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -424948.687500 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -424948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -424949.625000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -424949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -424950.250000 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -424950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -424950.812500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -424950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -424951.093750 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -424951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -424950.843750 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -424950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -424952.125000 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -424952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -424952.375000 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -424952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -424952.375000 Penalty: 4019.783203
	Iteration 24F: 3 clusters Score -424952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56020.824219 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -56020.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56182.097656 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56252.906250 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -56252.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56291.929688 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56291.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56312.539062 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56312.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56319.316406 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56319.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56324.503906 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56329.007812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56329.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56329.007812 Penalty: 3089.341309
	Iteration 8F: 3 clusters Score -56329.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -825254.437500 Penalty: 2171.696289
	Iteration 0F: 2 clusters Score -825254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -819878.125000 Penalty: 4343.392578
	Iteration 0F: 3 clusters Score -819878.1 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -821252.312500 Penalty: 4343.392578
	Iteration 1F: 3 clusters Score -821252.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -821432.437500 Penalty: 4343.392578
	Iteration 2F: 3 clusters Score -821432.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -821554.125000 Penalty: 4343.392578
	Iteration 3Q: 3 clusters Score -821554.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -821646.375000 Penalty: 4343.392578
	Iteration 4Q: 3 clusters Score -821646.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -821715.687500 Penalty: 4343.392578
	Iteration 5Q: 3 clusters Score -821715.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -821762.750000 Penalty: 4343.392578
	Iteration 6Q: 3 clusters Score -821762.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -821801.500000 Penalty: 4343.392578
	Iteration 7Q: 3 clusters Score -821801.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -821843.937500 Penalty: 4343.392578
	Iteration 8Q: 3 clusters Score -821843.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -821894.437500 Penalty: 4343.392578
	Iteration 9Q: 3 clusters Score -821894.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -821952.562500 Penalty: 4343.392578
	Iteration 10Q: 3 clusters Score -821952.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -821997.625000 Penalty: 4343.392578
	Iteration 11Q: 3 clusters Score -821997.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -822037.312500 Penalty: 4343.392578
	Iteration 12Q: 3 clusters Score -822037.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -822079.937500 Penalty: 4343.392578
	Iteration 13Q: 3 clusters Score -822079.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -822122.250000 Penalty: 4343.392578
	Iteration 14Q: 3 clusters Score -822122.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -822159.437500 Penalty: 4343.392578
	Iteration 15Q: 3 clusters Score -822159.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -822193.500000 Penalty: 4343.392578
	Iteration 16Q: 3 clusters Score -822193.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -822233.250000 Penalty: 4343.392578
	Iteration 17Q: 3 clusters Score -822233.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -822273.375000 Penalty: 4343.392578
	Iteration 18Q: 3 clusters Score -822273.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -822332.812500 Penalty: 4343.392578
	Iteration 19Q: 3 clusters Score -822332.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -822396.750000 Penalty: 4343.392578
	Iteration 20F: 3 clusters Score -822396.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -822462.625000 Penalty: 4343.392578
	Iteration 21Q: 3 clusters Score -822462.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -822526.937500 Penalty: 4343.392578
	Iteration 22Q: 3 clusters Score -822526.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -822595.625000 Penalty: 4343.392578
	Iteration 23Q: 3 clusters Score -822595.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -822675.250000 Penalty: 4343.392578
	Iteration 24Q: 3 clusters Score -822675.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -822759.750000 Penalty: 4343.392578
	Iteration 25Q: 3 clusters Score -822759.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -822862.125000 Penalty: 4343.392578
	Iteration 26Q: 3 clusters Score -822862.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -822937.250000 Penalty: 4343.392578
	Iteration 27Q: 3 clusters Score -822937.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -823001.625000 Penalty: 4343.392578
	Iteration 28Q: 3 clusters Score -823001.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -823062.187500 Penalty: 4343.392578
	Iteration 29Q: 3 clusters Score -823062.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -823117.812500 Penalty: 4343.392578
	Iteration 30Q: 3 clusters Score -823117.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -823166.375000 Penalty: 4343.392578
	Iteration 31Q: 3 clusters Score -823166.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -823213.250000 Penalty: 4343.392578
	Iteration 32Q: 3 clusters Score -823213.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -823239.062500 Penalty: 4343.392578
	Iteration 33Q: 3 clusters Score -823239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -823270.687500 Penalty: 4343.392578
	Iteration 34Q: 3 clusters Score -823270.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -823301.437500 Penalty: 4343.392578
	Iteration 35Q: 3 clusters Score -823301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -823316.437500 Penalty: 4343.392578
	Iteration 36Q: 3 clusters Score -823316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -823325.250000 Penalty: 4343.392578
	Iteration 37Q: 3 clusters Score -823325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -823330.312500 Penalty: 4343.392578
	Iteration 38Q: 3 clusters Score -823330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -823336.000000 Penalty: 4343.392578
	Iteration 39Q: 3 clusters Score -823336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -823340.250000 Penalty: 4343.392578
	Iteration 40F: 3 clusters Score -823340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -823344.687500 Penalty: 4343.392578
	Iteration 41Q: 3 clusters Score -823344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -823348.187500 Penalty: 4343.392578
	Iteration 42Q: 3 clusters Score -823348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -823350.125000 Penalty: 4343.392578
	Iteration 43Q: 3 clusters Score -823350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -823351.312500 Penalty: 4343.392578
	Iteration 44Q: 3 clusters Score -823351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -823350.750000 Penalty: 4343.392578
	Iteration 45Q: 3 clusters Score -823350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -823352.375000 Penalty: 4343.392578
	Iteration 46Q: 3 clusters Score -823352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -823352.500000 Penalty: 4343.392578
	Iteration 47Q: 3 clusters Score -823352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -823353.750000 Penalty: 4343.392578
	Iteration 48Q: 3 clusters Score -823353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -823356.187500 Penalty: 4343.392578
	Iteration 49Q: 3 clusters Score -823356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -823359.875000 Penalty: 4343.392578
	Iteration 50Q: 3 clusters Score -823359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -823359.125000 Penalty: 4343.392578
	Iteration 51Q: 3 clusters Score -823359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -823359.125000 Penalty: 4343.392578
	Iteration 52F: 3 clusters Score -823359.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181145 members 
Entering Unmasked Estep 
Score: -23479082.000000 Penalty: 3002.549072
	Iteration 0F: 2 clusters Score -2.347908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -23360930.000000 Penalty: 6005.098145
	Iteration 0F: 3 clusters Score -2.336093e+07 nChanged 86864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -23412424.000000 Penalty: 6005.098145
	Iteration 1F: 3 clusters Score -2.341242e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -23413714.000000 Penalty: 6005.098145
	Iteration 2Q: 3 clusters Score -2.341371e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -23415224.000000 Penalty: 6005.098145
	Iteration 3Q: 3 clusters Score -2.341522e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -23417316.000000 Penalty: 6005.098145
	Iteration 4Q: 3 clusters Score -2.341732e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -23419896.000000 Penalty: 6005.098145
	Iteration 5Q: 3 clusters Score -2.34199e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -23424004.000000 Penalty: 6005.098145
	Iteration 6Q: 3 clusters Score -2.3424e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -23430280.000000 Penalty: 6005.098145
	Iteration 7F: 3 clusters Score -2.343028e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -23437632.000000 Penalty: 6005.098145
	Iteration 8F: 3 clusters Score -2.343763e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -23445240.000000 Penalty: 6005.098145
	Iteration 9F: 3 clusters Score -2.344524e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -23450522.000000 Penalty: 6005.098145
	Iteration 10F: 3 clusters Score -2.345052e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -23452864.000000 Penalty: 6005.098145
	Iteration 11Q: 3 clusters Score -2.345286e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -23453742.000000 Penalty: 6005.098145
	Iteration 12Q: 3 clusters Score -2.345374e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 94358 members 
Entering Unmasked Estep 
Score: -23454078.000000 Penalty: 6005.098145
	Iteration 13Q: 3 clusters Score -2.345408e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -23454394.000000 Penalty: 6005.098145
	Iteration 14Q: 3 clusters Score -2.345439e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -23454682.000000 Penalty: 6005.098145
	Iteration 15Q: 3 clusters Score -2.345468e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -23454858.000000 Penalty: 6005.098145
	Iteration 16Q: 3 clusters Score -2.345486e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -23455044.000000 Penalty: 6005.098145
	Iteration 17Q: 3 clusters Score -2.345504e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -23455372.000000 Penalty: 6005.098145
	Iteration 18Q: 3 clusters Score -2.345537e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -23455704.000000 Penalty: 6005.098145
	Iteration 19Q: 3 clusters Score -2.34557e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -23455914.000000 Penalty: 6005.098145
	Iteration 20F: 3 clusters Score -2.345591e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -23456142.000000 Penalty: 6005.098145
	Iteration 21Q: 3 clusters Score -2.345614e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -23456264.000000 Penalty: 6005.098145
	Iteration 22Q: 3 clusters Score -2.345626e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -23456498.000000 Penalty: 6005.098145
	Iteration 23Q: 3 clusters Score -2.34565e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -23456764.000000 Penalty: 6005.098145
	Iteration 24Q: 3 clusters Score -2.345676e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -23456928.000000 Penalty: 6005.098145
	Iteration 25Q: 3 clusters Score -2.345693e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -23457174.000000 Penalty: 6005.098145
	Iteration 26Q: 3 clusters Score -2.345717e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -23457390.000000 Penalty: 6005.098145
	Iteration 27Q: 3 clusters Score -2.345739e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -23457652.000000 Penalty: 6005.098145
	Iteration 28Q: 3 clusters Score -2.345765e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -23457840.000000 Penalty: 6005.098145
	Iteration 29Q: 3 clusters Score -2.345784e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 101871 members 
Entering Unmasked Estep 
Score: -23458020.000000 Penalty: 6005.098145
	Iteration 30Q: 3 clusters Score -2.345802e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -23458102.000000 Penalty: 6005.098145
	Iteration 31Q: 3 clusters Score -2.34581e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -23458212.000000 Penalty: 6005.098145
	Iteration 32Q: 3 clusters Score -2.345821e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -23458298.000000 Penalty: 6005.098145
	Iteration 33Q: 3 clusters Score -2.34583e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -23458382.000000 Penalty: 6005.098145
	Iteration 34Q: 3 clusters Score -2.345838e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -23458596.000000 Penalty: 6005.098145
	Iteration 35Q: 3 clusters Score -2.34586e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -23458672.000000 Penalty: 6005.098145
	Iteration 36Q: 3 clusters Score -2.345867e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -23458898.000000 Penalty: 6005.098145
	Iteration 37Q: 3 clusters Score -2.34589e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -23459050.000000 Penalty: 6005.098145
	Iteration 38Q: 3 clusters Score -2.345905e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -23459184.000000 Penalty: 6005.098145
	Iteration 39Q: 3 clusters Score -2.345918e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -23459362.000000 Penalty: 6005.098145
	Iteration 40F: 3 clusters Score -2.345936e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -23459592.000000 Penalty: 6005.098145
	Iteration 41Q: 3 clusters Score -2.345959e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -23459716.000000 Penalty: 6005.098145
	Iteration 42Q: 3 clusters Score -2.345972e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -23459802.000000 Penalty: 6005.098145
	Iteration 43Q: 3 clusters Score -2.34598e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -23459952.000000 Penalty: 6005.098145
	Iteration 44Q: 3 clusters Score -2.345995e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -23460126.000000 Penalty: 6005.098145
	Iteration 45Q: 3 clusters Score -2.346013e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -23460254.000000 Penalty: 6005.098145
	Iteration 46Q: 3 clusters Score -2.346025e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -23460410.000000 Penalty: 6005.098145
	Iteration 47Q: 3 clusters Score -2.346041e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -23460670.000000 Penalty: 6005.098145
	Iteration 48Q: 3 clusters Score -2.346067e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -23460808.000000 Penalty: 6005.098145
	Iteration 49Q: 3 clusters Score -2.346081e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 121379 members 
Entering Unmasked Estep 
Score: -23461006.000000 Penalty: 6005.098145
	Iteration 50Q: 3 clusters Score -2.346101e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -23461138.000000 Penalty: 6005.098145
	Iteration 51Q: 3 clusters Score -2.346114e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -23461358.000000 Penalty: 6005.098145
	Iteration 52Q: 3 clusters Score -2.346136e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -23461606.000000 Penalty: 6005.098145
	Iteration 53Q: 3 clusters Score -2.346161e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -23461764.000000 Penalty: 6005.098145
	Iteration 54Q: 3 clusters Score -2.346176e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -23462074.000000 Penalty: 6005.098145
	Iteration 55Q: 3 clusters Score -2.346207e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 130484 members 
Entering Unmasked Estep 
Score: -23462362.000000 Penalty: 6005.098145
	Iteration 56Q: 3 clusters Score -2.346236e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -23462678.000000 Penalty: 6005.098145
	Iteration 57Q: 3 clusters Score -2.346268e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -23462982.000000 Penalty: 6005.098145
	Iteration 58Q: 3 clusters Score -2.346298e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -23463468.000000 Penalty: 6005.098145
	Iteration 59Q: 3 clusters Score -2.346347e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -23463896.000000 Penalty: 6005.098145
	Iteration 60F: 3 clusters Score -2.34639e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -23464180.000000 Penalty: 6005.098145
	Iteration 61Q: 3 clusters Score -2.346418e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -23464546.000000 Penalty: 6005.098145
	Iteration 62Q: 3 clusters Score -2.346455e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -23465140.000000 Penalty: 6005.098145
	Iteration 63Q: 3 clusters Score -2.346514e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -23465568.000000 Penalty: 6005.098145
	Iteration 64Q: 3 clusters Score -2.346557e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -23465986.000000 Penalty: 6005.098145
	Iteration 65Q: 3 clusters Score -2.346599e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -23466582.000000 Penalty: 6005.098145
	Iteration 66Q: 3 clusters Score -2.346658e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -23467250.000000 Penalty: 6005.098145
	Iteration 67Q: 3 clusters Score -2.346725e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -23467840.000000 Penalty: 6005.098145
	Iteration 68Q: 3 clusters Score -2.346784e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -23468552.000000 Penalty: 6005.098145
	Iteration 69Q: 3 clusters Score -2.346855e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -23469332.000000 Penalty: 6005.098145
	Iteration 70Q: 3 clusters Score -2.346933e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -23470188.000000 Penalty: 6005.098145
	Iteration 71Q: 3 clusters Score -2.347019e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -23470976.000000 Penalty: 6005.098145
	Iteration 72Q: 3 clusters Score -2.347098e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -23471886.000000 Penalty: 6005.098145
	Iteration 73Q: 3 clusters Score -2.347189e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -23472684.000000 Penalty: 6005.098145
	Iteration 74Q: 3 clusters Score -2.347268e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -23473550.000000 Penalty: 6005.098145
	Iteration 75Q: 3 clusters Score -2.347355e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -23474296.000000 Penalty: 6005.098145
	Iteration 76Q: 3 clusters Score -2.34743e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -23474902.000000 Penalty: 6005.098145
	Iteration 77Q: 3 clusters Score -2.34749e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 173305 members 
Entering Unmasked Estep 
Score: -23475414.000000 Penalty: 6005.098145
	Iteration 78Q: 3 clusters Score -2.347541e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -23475762.000000 Penalty: 6005.098145
	Iteration 79Q: 3 clusters Score -2.347576e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 175000 members 
Entering Unmasked Estep 
Score: -23475986.000000 Penalty: 6005.098145
	Iteration 80F: 3 clusters Score -2.347599e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -23476202.000000 Penalty: 6005.098145
	Iteration 81Q: 3 clusters Score -2.34762e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -23476268.000000 Penalty: 6005.098145
	Iteration 82Q: 3 clusters Score -2.347627e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 176615 members 
Entering Unmasked Estep 
Score: -23476404.000000 Penalty: 6005.098145
	Iteration 83Q: 3 clusters Score -2.34764e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -23476438.000000 Penalty: 6005.098145
	Iteration 84Q: 3 clusters Score -2.347644e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 177285 members 
Entering Unmasked Estep 
Score: -23476496.000000 Penalty: 6005.098145
	Iteration 85Q: 3 clusters Score -2.34765e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -23476516.000000 Penalty: 6005.098145
	Iteration 86Q: 3 clusters Score -2.347652e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -23476500.000000 Penalty: 6005.098145
	Iteration 87Q: 3 clusters Score -2.34765e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 178008 members 
Entering Unmasked Estep 
Score: -23476548.000000 Penalty: 6005.098145
	Iteration 88Q: 3 clusters Score -2.347655e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 178197 members 
Entering Unmasked Estep 
Score: -23476600.000000 Penalty: 6005.098145
	Iteration 89Q: 3 clusters Score -2.34766e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -23476632.000000 Penalty: 6005.098145
	Iteration 90Q: 3 clusters Score -2.347663e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 178467 members 
Entering Unmasked Estep 
Score: -23476636.000000 Penalty: 6005.098145
	Iteration 91Q: 3 clusters Score -2.347664e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 178563 members 
Entering Unmasked Estep 
Score: -23476688.000000 Penalty: 6005.098145
	Iteration 92Q: 3 clusters Score -2.347669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -23476688.000000 Penalty: 6005.098145
	Iteration 93Q: 3 clusters Score -2.347669e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -23476678.000000 Penalty: 6005.098145
	Iteration 94Q: 3 clusters Score -2.347668e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -23476690.000000 Penalty: 6005.098145
	Iteration 95Q: 3 clusters Score -2.347669e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -23476718.000000 Penalty: 6005.098145
	Iteration 96Q: 3 clusters Score -2.347672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 178857 members 
Entering Unmasked Estep 
Score: -23476726.000000 Penalty: 6005.098145
	Iteration 97Q: 3 clusters Score -2.347673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -23476740.000000 Penalty: 6005.098145
	Iteration 98Q: 3 clusters Score -2.347674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -23476758.000000 Penalty: 6005.098145
	Iteration 99Q: 3 clusters Score -2.347676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 178943 members 
Entering Unmasked Estep 
Score: -23476742.000000 Penalty: 6005.098145
	Iteration 100F: 3 clusters Score -2.347674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 178958 members 
Entering Unmasked Estep 
Score: -23476768.000000 Penalty: 6005.098145
	Iteration 101Q: 3 clusters Score -2.347677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -23476774.000000 Penalty: 6005.098145
	Iteration 102Q: 3 clusters Score -2.347677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -23476746.000000 Penalty: 6005.098145
	Iteration 103Q: 3 clusters Score -2.347675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -23476760.000000 Penalty: 6005.098145
	Iteration 104Q: 3 clusters Score -2.347676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 179023 members 
Entering Unmasked Estep 
Score: -23476774.000000 Penalty: 6005.098145
	Iteration 105Q: 3 clusters Score -2.347677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 179036 members 
Entering Unmasked Estep 
Score: -23476770.000000 Penalty: 6005.098145
	Iteration 106Q: 3 clusters Score -2.347677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 179048 members 
Entering Unmasked Estep 
Score: -23476758.000000 Penalty: 6005.098145
	Iteration 107Q: 3 clusters Score -2.347676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -23476752.000000 Penalty: 6005.098145
	Iteration 108Q: 3 clusters Score -2.347675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 179066 members 
Entering Unmasked Estep 
Score: -23476772.000000 Penalty: 6005.098145
	Iteration 109Q: 3 clusters Score -2.347677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -23476754.000000 Penalty: 6005.098145
	Iteration 110Q: 3 clusters Score -2.347675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -23476778.000000 Penalty: 6005.098145
	Iteration 111Q: 3 clusters Score -2.347678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 179098 members 
Entering Unmasked Estep 
Score: -23476768.000000 Penalty: 6005.098145
	Iteration 112Q: 3 clusters Score -2.347677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -23476766.000000 Penalty: 6005.098145
	Iteration 113Q: 3 clusters Score -2.347677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -23476768.000000 Penalty: 6005.098145
	Iteration 114Q: 3 clusters Score -2.347677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -23476776.000000 Penalty: 6005.098145
	Iteration 115Q: 3 clusters Score -2.347678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -23476782.000000 Penalty: 6005.098145
	Iteration 116Q: 3 clusters Score -2.347678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -23476778.000000 Penalty: 6005.098145
	Iteration 117Q: 3 clusters Score -2.347678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 179148 members 
Entering Unmasked Estep 
Score: -23476768.000000 Penalty: 6005.098145
	Iteration 118Q: 3 clusters Score -2.347677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 179156 members 
Entering Unmasked Estep 
Score: -23476772.000000 Penalty: 6005.098145
	Iteration 119Q: 3 clusters Score -2.347677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 179166 members 
Entering Unmasked Estep 
Score: -23476766.000000 Penalty: 6005.098145
	Iteration 120F: 3 clusters Score -2.347677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 179174 members 
Entering Unmasked Estep 
Score: -23476778.000000 Penalty: 6005.098145
	Iteration 121Q: 3 clusters Score -2.347678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -23476792.000000 Penalty: 6005.098145
	Iteration 122Q: 3 clusters Score -2.347679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 179186 members 
Entering Unmasked Estep 
Score: -23476790.000000 Penalty: 6005.098145
	Iteration 123Q: 3 clusters Score -2.347679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 179193 members 
Entering Unmasked Estep 
Score: -23476806.000000 Penalty: 6005.098145
	Iteration 124Q: 3 clusters Score -2.347681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 179200 members 
Entering Unmasked Estep 
Score: -23476800.000000 Penalty: 6005.098145
	Iteration 125Q: 3 clusters Score -2.34768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -23476804.000000 Penalty: 6005.098145
	Iteration 126Q: 3 clusters Score -2.34768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -23476820.000000 Penalty: 6005.098145
	Iteration 127Q: 3 clusters Score -2.347682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -23476818.000000 Penalty: 6005.098145
	Iteration 128Q: 3 clusters Score -2.347682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -23476808.000000 Penalty: 6005.098145
	Iteration 129Q: 3 clusters Score -2.347681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -23476808.000000 Penalty: 6005.098145
	Iteration 130F: 3 clusters Score -2.347681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1428314.250000 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -1428314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1419789.750000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -1419790 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1422378.375000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -1422378 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1422730.000000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -1422730 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1422999.750000 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -1423000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1423245.125000 Penalty: 4630.701660
	Iteration 4Q: 3 clusters Score -1423245 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1423490.375000 Penalty: 4630.701660
	Iteration 5Q: 3 clusters Score -1423490 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1423730.500000 Penalty: 4630.701660
	Iteration 6Q: 3 clusters Score -1423730 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1423989.000000 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -1423989 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1424244.000000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -1424244 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1424523.375000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -1424523 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1424787.000000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -1424787 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1425063.500000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -1425064 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1425304.000000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -1425304 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1425512.875000 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -1425513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1425684.500000 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -1425684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1425833.250000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -1425833 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1425967.250000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -1425967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1426079.750000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -1426080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1426172.625000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -1426173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1426249.125000 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -1426249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1426298.500000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -1426298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1426334.375000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -1426334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1426359.500000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -1426360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1426382.250000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -1426382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1426398.500000 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -1426398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1426410.250000 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -1426410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1426427.125000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -1426427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1426431.250000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -1426431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1426436.750000 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -1426437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1426440.500000 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -1426440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1426445.750000 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -1426446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1426451.000000 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -1426451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1426461.125000 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -1426461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1426463.750000 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -1426464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1426467.500000 Penalty: 4630.701660
	Iteration 34Q: 3 clusters Score -1426468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1426474.625000 Penalty: 4630.701660
	Iteration 35Q: 3 clusters Score -1426475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1426476.500000 Penalty: 4630.701660
	Iteration 36Q: 3 clusters Score -1426476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1426476.125000 Penalty: 4630.701660
	Iteration 37Q: 3 clusters Score -1426476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1426477.500000 Penalty: 4630.701660
	Iteration 38Q: 3 clusters Score -1426478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1426481.250000 Penalty: 4630.701660
	Iteration 39Q: 3 clusters Score -1426481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1426481.625000 Penalty: 4630.701660
	Iteration 40F: 3 clusters Score -1426482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1426480.250000 Penalty: 4630.701660
	Iteration 41Q: 3 clusters Score -1426480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1426483.500000 Penalty: 4630.701660
	Iteration 42Q: 3 clusters Score -1426484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1426483.500000 Penalty: 4630.701660
	Iteration 43F: 3 clusters Score -1426484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Entering Unmasked Estep 
Score: -22918746.000000 Penalty: 2996.428467
	Iteration 0F: 2 clusters Score -2.291875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -22802930.000000 Penalty: 5992.856934
	Iteration 0F: 3 clusters Score -2.280293e+07 nChanged 84916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -22852468.000000 Penalty: 5992.856934
	Iteration 1F: 3 clusters Score -2.285247e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -22853382.000000 Penalty: 5992.856934
	Iteration 2Q: 3 clusters Score -2.285338e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -22854716.000000 Penalty: 5992.856934
	Iteration 3Q: 3 clusters Score -2.285472e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -22856582.000000 Penalty: 5992.856934
	Iteration 4Q: 3 clusters Score -2.285658e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -22860072.000000 Penalty: 5992.856934
	Iteration 5Q: 3 clusters Score -2.286007e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -22865674.000000 Penalty: 5992.856934
	Iteration 6F: 3 clusters Score -2.286567e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -22874958.000000 Penalty: 5992.856934
	Iteration 7F: 3 clusters Score -2.287496e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 141569 members 
Entering Unmasked Estep 
Score: -22887084.000000 Penalty: 5992.856934
	Iteration 8F: 3 clusters Score -2.288708e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 153978 members 
Entering Unmasked Estep 
Score: -22898342.000000 Penalty: 5992.856934
	Iteration 9F: 3 clusters Score -2.289834e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -22906308.000000 Penalty: 5992.856934
	Iteration 10F: 3 clusters Score -2.290631e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -22911058.000000 Penalty: 5992.856934
	Iteration 11Q: 3 clusters Score -2.291106e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -22913458.000000 Penalty: 5992.856934
	Iteration 12Q: 3 clusters Score -2.291346e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -22914732.000000 Penalty: 5992.856934
	Iteration 13Q: 3 clusters Score -2.291473e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 174671 members 
Entering Unmasked Estep 
Score: -22915442.000000 Penalty: 5992.856934
	Iteration 14Q: 3 clusters Score -2.291544e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -22915754.000000 Penalty: 5992.856934
	Iteration 15Q: 3 clusters Score -2.291575e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -22915946.000000 Penalty: 5992.856934
	Iteration 16Q: 3 clusters Score -2.291595e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 175762 members 
Entering Unmasked Estep 
Score: -22916096.000000 Penalty: 5992.856934
	Iteration 17Q: 3 clusters Score -2.29161e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 175895 members 
Entering Unmasked Estep 
Score: -22916140.000000 Penalty: 5992.856934
	Iteration 18Q: 3 clusters Score -2.291614e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -22916176.000000 Penalty: 5992.856934
	Iteration 19Q: 3 clusters Score -2.291618e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 176035 members 
Entering Unmasked Estep 
Score: -22916214.000000 Penalty: 5992.856934
	Iteration 20F: 3 clusters Score -2.291621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -22916244.000000 Penalty: 5992.856934
	Iteration 21Q: 3 clusters Score -2.291624e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 176115 members 
Entering Unmasked Estep 
Score: -22916284.000000 Penalty: 5992.856934
	Iteration 22Q: 3 clusters Score -2.291628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -22916298.000000 Penalty: 5992.856934
	Iteration 23Q: 3 clusters Score -2.29163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -22916324.000000 Penalty: 5992.856934
	Iteration 24Q: 3 clusters Score -2.291632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -22916322.000000 Penalty: 5992.856934
	Iteration 25Q: 3 clusters Score -2.291632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 176187 members 
Entering Unmasked Estep 
Score: -22916316.000000 Penalty: 5992.856934
	Iteration 26Q: 3 clusters Score -2.291632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -22916314.000000 Penalty: 5992.856934
	Iteration 27Q: 3 clusters Score -2.291631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -22916328.000000 Penalty: 5992.856934
	Iteration 28Q: 3 clusters Score -2.291633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -22916330.000000 Penalty: 5992.856934
	Iteration 29Q: 3 clusters Score -2.291633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -22916320.000000 Penalty: 5992.856934
	Iteration 30Q: 3 clusters Score -2.291632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -22916310.000000 Penalty: 5992.856934
	Iteration 31Q: 3 clusters Score -2.291631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -22916314.000000 Penalty: 5992.856934
	Iteration 32Q: 3 clusters Score -2.291631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -22916324.000000 Penalty: 5992.856934
	Iteration 33Q: 3 clusters Score -2.291632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 176211 members 
Entering Unmasked Estep 
Score: -22916324.000000 Penalty: 5992.856934
	Iteration 34Q: 3 clusters Score -2.291632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -22916338.000000 Penalty: 5992.856934
	Iteration 35Q: 3 clusters Score -2.291634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -22916348.000000 Penalty: 5992.856934
	Iteration 36Q: 3 clusters Score -2.291635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -22916348.000000 Penalty: 5992.856934
	Iteration 37Q: 3 clusters Score -2.291635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -22916358.000000 Penalty: 5992.856934
	Iteration 38Q: 3 clusters Score -2.291636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -22916358.000000 Penalty: 5992.856934
	Iteration 39F: 3 clusters Score -2.291636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55795.484375 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55795.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56121.234375 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -56121.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56287.210938 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56287.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56367.308594 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -56367.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56411.265625 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -56411.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56459.039062 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -56459.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56561.984375 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -56561.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56574.718750 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -56574.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56582.816406 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -56582.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56584.261719 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -56584.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56585.472656 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -56585.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56585.472656 Penalty: 3107.589355
	Iteration 11F: 3 clusters Score -56585.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -139475.703125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -139475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137421.484375 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -137421.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137737.140625 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -137737.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137814.109375 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -137814.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137849.609375 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -137849.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137877.312500 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -137877.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137891.937500 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -137891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137901.875000 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -137901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137907.500000 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137911.359375 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137913.343750 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137915.437500 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137915.437500 Penalty: 3495.999756
	Iteration 11F: 3 clusters Score -137915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196707 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60242 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 181145 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 199Q: 22 clusters Score -1.385414e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196701 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168171 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60245 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 181145 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 200F: 22 clusters Score -1.385413e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196696 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202727 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60248 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 181140 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 72410.773438
Iteration 201Q: 22 clusters Score -1.385413e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196687 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168173 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64292 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60253 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 181138 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176753 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 202Q: 22 clusters Score -1.385414e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196688 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202725 members 
Mstep: Class 11 contains 64291 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60252 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 181139 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176753 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 203Q: 22 clusters Score -1.385413e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196683 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168178 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202725 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60255 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 181136 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176752 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 204Q: 22 clusters Score -1.385414e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196680 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168180 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 181137 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 176751 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 205Q: 22 clusters Score -1.385414e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196684 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168182 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202724 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 181139 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 206Q: 22 clusters Score -1.385415e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196681 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168184 members 
Mstep: Class 6 contains 4945 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60255 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 17 contains 181143 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 207Q: 22 clusters Score -1.385416e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196687 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168185 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202725 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60255 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 181140 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 208Q: 22 clusters Score -1.385415e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196689 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168187 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202722 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60255 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 181136 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 209Q: 22 clusters Score -1.385416e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196692 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168189 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202719 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 17 contains 181135 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176739 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 210Q: 22 clusters Score -1.385415e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196687 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168190 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202717 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 181136 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 211Q: 22 clusters Score -1.385414e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196685 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168188 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202720 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60257 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 181135 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 212Q: 22 clusters Score -1.385415e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196687 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168188 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202720 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60257 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 181133 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 213Q: 22 clusters Score -1.385415e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196689 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168187 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202719 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60259 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181132 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 214Q: 22 clusters Score -1.385414e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196688 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168190 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202720 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181130 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176738 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 215Q: 22 clusters Score -1.385415e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196690 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168194 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202718 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60263 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181129 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176733 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 216Q: 22 clusters Score -1.385415e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196692 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168194 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60263 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181126 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 217Q: 22 clusters Score -1.385415e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196695 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168196 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202718 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181122 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176733 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 218Q: 22 clusters Score -1.385415e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196691 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168195 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202719 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181123 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 219Q: 22 clusters Score -1.385415e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196693 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168193 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202717 members 
Mstep: Class 11 contains 64287 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181126 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176735 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 220F: 22 clusters Score -1.385415e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196698 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168193 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202707 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181129 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 221Q: 22 clusters Score -1.385415e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196700 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168194 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202705 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181128 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 222Q: 22 clusters Score -1.385415e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196697 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168196 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202707 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181130 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 223Q: 22 clusters Score -1.385415e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196695 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202711 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181120 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 224Q: 22 clusters Score -1.385415e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196692 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202715 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181117 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176738 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 225Q: 22 clusters Score -1.385415e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196692 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202721 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181113 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 226Q: 22 clusters Score -1.385415e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196687 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168200 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202726 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181117 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176735 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 227Q: 22 clusters Score -1.385415e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196685 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 181121 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 228Q: 22 clusters Score -1.385415e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196685 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 181117 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 229Q: 22 clusters Score -1.385415e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196682 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202725 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 181118 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176733 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 230Q: 22 clusters Score -1.385415e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196680 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202728 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 181119 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 231Q: 22 clusters Score -1.385415e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196679 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202730 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 181115 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 232Q: 22 clusters Score -1.385415e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196680 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202731 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60262 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 181114 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 233Q: 22 clusters Score -1.385415e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196682 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202732 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60262 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 181115 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176727 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 234Q: 22 clusters Score -1.385415e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196682 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202730 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60262 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 181118 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 235Q: 22 clusters Score -1.385415e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196683 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202730 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60262 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 181116 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176724 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 236Q: 22 clusters Score -1.385414e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196682 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202730 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60262 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 181119 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 237Q: 22 clusters Score -1.385414e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196680 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202727 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 181121 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176722 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 238Q: 22 clusters Score -1.385415e+08 nChanged 16
Entering ConstructFrom: 
Score: -138541488.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21036.619141 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21036.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21133.000000 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21182.505859 Penalty: 2672.979736
	Iteration 2F: 3 clusters Score -21182.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21213.025391 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21213.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21300.029297 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21300.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21361.558594 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21361.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21450.117188 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -21450.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21503.039062 Penalty: 2672.979736
	Iteration 7Q: 3 clusters Score -21503.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21522.703125 Penalty: 2672.979736
	Iteration 8Q: 3 clusters Score -21522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21522.703125 Penalty: 2672.979736
	Iteration 9F: 3 clusters Score -21522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95102.468750 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95102.47 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95460.296875 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95460.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95613.515625 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95613.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95701.773438 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95701.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95760.093750 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95760.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95822.726562 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95822.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95858.695312 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95888.812500 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95888.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95902.718750 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -95902.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95915.046875 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -95915.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95925.226562 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -95925.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95935.140625 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -95935.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95945.476562 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -95945.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95956.921875 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -95956.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95969.632812 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -95969.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95982.906250 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -95982.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95990.335938 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -95990.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95993.546875 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -95993.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95996.953125 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -95996.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95999.484375 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -95999.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96007.312500 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96007.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96008.296875 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -96008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96010.671875 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -96010.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96013.851562 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -96013.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96014.359375 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -96014.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96014.359375 Penalty: 3348.546387
	Iteration 25F: 3 clusters Score -96014.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196677 members 
Entering Unmasked Estep 
Score: -25385996.000000 Penalty: 3022.950684
	Iteration 0F: 2 clusters Score -2.5386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -25258936.000000 Penalty: 6045.901367
	Iteration 0F: 3 clusters Score -2.525894e+07 nChanged 94475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -25315738.000000 Penalty: 6045.901367
	Iteration 1F: 3 clusters Score -2.531574e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -25318868.000000 Penalty: 6045.901367
	Iteration 2Q: 3 clusters Score -2.531887e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -25323762.000000 Penalty: 6045.901367
	Iteration 3F: 3 clusters Score -2.532376e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -25331620.000000 Penalty: 6045.901367
	Iteration 4F: 3 clusters Score -2.533162e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -25342240.000000 Penalty: 6045.901367
	Iteration 5F: 3 clusters Score -2.534224e+07 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -25353750.000000 Penalty: 6045.901367
	Iteration 6F: 3 clusters Score -2.535375e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -25363482.000000 Penalty: 6045.901367
	Iteration 7F: 3 clusters Score -2.536348e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -25369314.000000 Penalty: 6045.901367
	Iteration 8Q: 3 clusters Score -2.536931e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -25372246.000000 Penalty: 6045.901367
	Iteration 9Q: 3 clusters Score -2.537225e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -25374108.000000 Penalty: 6045.901367
	Iteration 10Q: 3 clusters Score -2.537411e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -25375448.000000 Penalty: 6045.901367
	Iteration 11Q: 3 clusters Score -2.537545e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -25376576.000000 Penalty: 6045.901367
	Iteration 12Q: 3 clusters Score -2.537658e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -25377476.000000 Penalty: 6045.901367
	Iteration 13Q: 3 clusters Score -2.537748e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 183757 members 
Entering Unmasked Estep 
Score: -25378514.000000 Penalty: 6045.901367
	Iteration 14Q: 3 clusters Score -2.537851e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 185718 members 
Entering Unmasked Estep 
Score: -25379344.000000 Penalty: 6045.901367
	Iteration 15Q: 3 clusters Score -2.537934e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 187472 members 
Entering Unmasked Estep 
Score: -25380080.000000 Penalty: 6045.901367
	Iteration 16Q: 3 clusters Score -2.538008e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 188993 members 
Entering Unmasked Estep 
Score: -25380800.000000 Penalty: 6045.901367
	Iteration 17Q: 3 clusters Score -2.53808e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 190286 members 
Entering Unmasked Estep 
Score: -25381424.000000 Penalty: 6045.901367
	Iteration 18Q: 3 clusters Score -2.538142e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 191336 members 
Entering Unmasked Estep 
Score: -25381842.000000 Penalty: 6045.901367
	Iteration 19Q: 3 clusters Score -2.538184e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 192150 members 
Entering Unmasked Estep 
Score: -25382226.000000 Penalty: 6045.901367
	Iteration 20F: 3 clusters Score -2.538223e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 192775 members 
Entering Unmasked Estep 
Score: -25382436.000000 Penalty: 6045.901367
	Iteration 21Q: 3 clusters Score -2.538244e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 193256 members 
Entering Unmasked Estep 
Score: -25382564.000000 Penalty: 6045.901367
	Iteration 22Q: 3 clusters Score -2.538256e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -25382732.000000 Penalty: 6045.901367
	Iteration 23Q: 3 clusters Score -2.538273e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
Score: -25382774.000000 Penalty: 6045.901367
	Iteration 24Q: 3 clusters Score -2.538277e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -25382934.000000 Penalty: 6045.901367
	Iteration 25Q: 3 clusters Score -2.538293e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 194293 members 
Entering Unmasked Estep 
Score: -25382934.000000 Penalty: 6045.901367
	Iteration 26Q: 3 clusters Score -2.538293e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 194429 members 
Entering Unmasked Estep 
Score: -25383056.000000 Penalty: 6045.901367
	Iteration 27Q: 3 clusters Score -2.538306e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 194529 members 
Entering Unmasked Estep 
Score: -25383170.000000 Penalty: 6045.901367
	Iteration 28Q: 3 clusters Score -2.538317e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 194585 members 
Entering Unmasked Estep 
Score: -25383204.000000 Penalty: 6045.901367
	Iteration 29Q: 3 clusters Score -2.53832e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 194631 members 
Entering Unmasked Estep 
Score: -25383242.000000 Penalty: 6045.901367
	Iteration 30Q: 3 clusters Score -2.538324e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 194669 members 
Entering Unmasked Estep 
Score: -25383276.000000 Penalty: 6045.901367
	Iteration 31Q: 3 clusters Score -2.538328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 194700 members 
Entering Unmasked Estep 
Score: -25383326.000000 Penalty: 6045.901367
	Iteration 32Q: 3 clusters Score -2.538333e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 194734 members 
Entering Unmasked Estep 
Score: -25383340.000000 Penalty: 6045.901367
	Iteration 33Q: 3 clusters Score -2.538334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 194759 members 
Entering Unmasked Estep 
Score: -25383378.000000 Penalty: 6045.901367
	Iteration 34Q: 3 clusters Score -2.538338e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 194772 members 
Entering Unmasked Estep 
Score: -25383388.000000 Penalty: 6045.901367
	Iteration 35Q: 3 clusters Score -2.538339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 194791 members 
Entering Unmasked Estep 
Score: -25383410.000000 Penalty: 6045.901367
	Iteration 36Q: 3 clusters Score -2.538341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 194820 members 
Entering Unmasked Estep 
Score: -25383444.000000 Penalty: 6045.901367
	Iteration 37Q: 3 clusters Score -2.538344e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 194840 members 
Entering Unmasked Estep 
Score: -25383468.000000 Penalty: 6045.901367
	Iteration 38Q: 3 clusters Score -2.538347e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 194861 members 
Entering Unmasked Estep 
Score: -25383452.000000 Penalty: 6045.901367
	Iteration 39Q: 3 clusters Score -2.538345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -25383516.000000 Penalty: 6045.901367
	Iteration 40F: 3 clusters Score -2.538352e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 194891 members 
Entering Unmasked Estep 
Score: -25383584.000000 Penalty: 6045.901367
	Iteration 41Q: 3 clusters Score -2.538358e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 194919 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 6045.901367
	Iteration 42Q: 3 clusters Score -2.538364e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 194954 members 
Entering Unmasked Estep 
Score: -25383754.000000 Penalty: 6045.901367
	Iteration 43Q: 3 clusters Score -2.538375e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -25383846.000000 Penalty: 6045.901367
	Iteration 44Q: 3 clusters Score -2.538385e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 194977 members 
Entering Unmasked Estep 
Score: -25383958.000000 Penalty: 6045.901367
	Iteration 45Q: 3 clusters Score -2.538396e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -25384028.000000 Penalty: 6045.901367
	Iteration 46Q: 3 clusters Score -2.538403e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -25384108.000000 Penalty: 6045.901367
	Iteration 47Q: 3 clusters Score -2.538411e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 194870 members 
Entering Unmasked Estep 
Score: -25384196.000000 Penalty: 6045.901367
	Iteration 48Q: 3 clusters Score -2.53842e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 194820 members 
Entering Unmasked Estep 
Score: -25384234.000000 Penalty: 6045.901367
	Iteration 49Q: 3 clusters Score -2.538423e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 194748 members 
Entering Unmasked Estep 
Score: -25384300.000000 Penalty: 6045.901367
	Iteration 50Q: 3 clusters Score -2.53843e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 194677 members 
Entering Unmasked Estep 
Score: -25384342.000000 Penalty: 6045.901367
	Iteration 51Q: 3 clusters Score -2.538434e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 194617 members 
Entering Unmasked Estep 
Score: -25384352.000000 Penalty: 6045.901367
	Iteration 52Q: 3 clusters Score -2.538435e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 194552 members 
Entering Unmasked Estep 
Score: -25384428.000000 Penalty: 6045.901367
	Iteration 53Q: 3 clusters Score -2.538443e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -25384444.000000 Penalty: 6045.901367
	Iteration 54Q: 3 clusters Score -2.538444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -25384478.000000 Penalty: 6045.901367
	Iteration 55Q: 3 clusters Score -2.538448e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 194296 members 
Entering Unmasked Estep 
Score: -25384544.000000 Penalty: 6045.901367
	Iteration 56Q: 3 clusters Score -2.538454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 194220 members 
Entering Unmasked Estep 
Score: -25384566.000000 Penalty: 6045.901367
	Iteration 57Q: 3 clusters Score -2.538457e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 194137 members 
Entering Unmasked Estep 
Score: -25384616.000000 Penalty: 6045.901367
	Iteration 58Q: 3 clusters Score -2.538462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 194055 members 
Entering Unmasked Estep 
Score: -25384622.000000 Penalty: 6045.901367
	Iteration 59Q: 3 clusters Score -2.538462e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 193964 members 
Entering Unmasked Estep 
Score: -25384658.000000 Penalty: 6045.901367
	Iteration 60F: 3 clusters Score -2.538466e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 193859 members 
Entering Unmasked Estep 
Score: -25384774.000000 Penalty: 6045.901367
	Iteration 61Q: 3 clusters Score -2.538477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 193755 members 
Entering Unmasked Estep 
Score: -25384812.000000 Penalty: 6045.901367
	Iteration 62Q: 3 clusters Score -2.538481e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -25384838.000000 Penalty: 6045.901367
	Iteration 63Q: 3 clusters Score -2.538484e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
Score: -25384868.000000 Penalty: 6045.901367
	Iteration 64Q: 3 clusters Score -2.538487e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -25384840.000000 Penalty: 6045.901367
	Iteration 65Q: 3 clusters Score -2.538484e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 193333 members 
Entering Unmasked Estep 
Score: -25384900.000000 Penalty: 6045.901367
	Iteration 66Q: 3 clusters Score -2.53849e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 193195 members 
Entering Unmasked Estep 
Score: -25384958.000000 Penalty: 6045.901367
	Iteration 67Q: 3 clusters Score -2.538496e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -25384996.000000 Penalty: 6045.901367
	Iteration 68Q: 3 clusters Score -2.5385e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -25385028.000000 Penalty: 6045.901367
	Iteration 69Q: 3 clusters Score -2.538503e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 192867 members 
Entering Unmasked Estep 
Score: -25385016.000000 Penalty: 6045.901367
	Iteration 70Q: 3 clusters Score -2.538502e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 192778 members 
Entering Unmasked Estep 
Score: -25385058.000000 Penalty: 6045.901367
	Iteration 71Q: 3 clusters Score -2.538506e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 192694 members 
Entering Unmasked Estep 
Score: -25385078.000000 Penalty: 6045.901367
	Iteration 72Q: 3 clusters Score -2.538508e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 192610 members 
Entering Unmasked Estep 
Score: -25385060.000000 Penalty: 6045.901367
	Iteration 73Q: 3 clusters Score -2.538506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 192527 members 
Entering Unmasked Estep 
Score: -25385096.000000 Penalty: 6045.901367
	Iteration 74Q: 3 clusters Score -2.53851e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 192451 members 
Entering Unmasked Estep 
Score: -25385074.000000 Penalty: 6045.901367
	Iteration 75Q: 3 clusters Score -2.538507e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -25385098.000000 Penalty: 6045.901367
	Iteration 76Q: 3 clusters Score -2.53851e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 192297 members 
Entering Unmasked Estep 
Score: -25385080.000000 Penalty: 6045.901367
	Iteration 77Q: 3 clusters Score -2.538508e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 192217 members 
Entering Unmasked Estep 
Score: -25385128.000000 Penalty: 6045.901367
	Iteration 78Q: 3 clusters Score -2.538513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 192138 members 
Entering Unmasked Estep 
Score: -25385116.000000 Penalty: 6045.901367
	Iteration 79Q: 3 clusters Score -2.538512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 192079 members 
Entering Unmasked Estep 
Score: -25385084.000000 Penalty: 6045.901367
	Iteration 80F: 3 clusters Score -2.538508e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 192009 members 
Entering Unmasked Estep 
Score: -25385084.000000 Penalty: 6045.901367
	Iteration 81Q: 3 clusters Score -2.538508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 191940 members 
Entering Unmasked Estep 
Score: -25385126.000000 Penalty: 6045.901367
	Iteration 82Q: 3 clusters Score -2.538513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 191861 members 
Entering Unmasked Estep 
Score: -25385134.000000 Penalty: 6045.901367
	Iteration 83Q: 3 clusters Score -2.538513e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 191784 members 
Entering Unmasked Estep 
Score: -25385150.000000 Penalty: 6045.901367
	Iteration 84Q: 3 clusters Score -2.538515e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 191708 members 
Entering Unmasked Estep 
Score: -25385152.000000 Penalty: 6045.901367
	Iteration 85Q: 3 clusters Score -2.538515e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -25385152.000000 Penalty: 6045.901367
	Iteration 86Q: 3 clusters Score -2.538515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 191577 members 
Entering Unmasked Estep 
Score: -25385178.000000 Penalty: 6045.901367
	Iteration 87Q: 3 clusters Score -2.538518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -25385170.000000 Penalty: 6045.901367
	Iteration 88Q: 3 clusters Score -2.538517e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 191457 members 
Entering Unmasked Estep 
Score: -25385168.000000 Penalty: 6045.901367
	Iteration 89Q: 3 clusters Score -2.538517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 191400 members 
Entering Unmasked Estep 
Score: -25385208.000000 Penalty: 6045.901367
	Iteration 90Q: 3 clusters Score -2.538521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 191340 members 
Entering Unmasked Estep 
Score: -25385186.000000 Penalty: 6045.901367
	Iteration 91Q: 3 clusters Score -2.538519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 191292 members 
Entering Unmasked Estep 
Score: -25385176.000000 Penalty: 6045.901367
	Iteration 92Q: 3 clusters Score -2.538518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 191237 members 
Entering Unmasked Estep 
Score: -25385210.000000 Penalty: 6045.901367
	Iteration 93Q: 3 clusters Score -2.538521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 191185 members 
Entering Unmasked Estep 
Score: -25385210.000000 Penalty: 6045.901367
	Iteration 94Q: 3 clusters Score -2.538521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 191133 members 
Entering Unmasked Estep 
Score: -25385200.000000 Penalty: 6045.901367
	Iteration 95Q: 3 clusters Score -2.53852e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 191075 members 
Entering Unmasked Estep 
Score: -25385222.000000 Penalty: 6045.901367
	Iteration 96Q: 3 clusters Score -2.538522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 191020 members 
Entering Unmasked Estep 
Score: -25385202.000000 Penalty: 6045.901367
	Iteration 97Q: 3 clusters Score -2.53852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 190977 members 
Entering Unmasked Estep 
Score: -25385194.000000 Penalty: 6045.901367
	Iteration 98Q: 3 clusters Score -2.538519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -25385206.000000 Penalty: 6045.901367
	Iteration 99Q: 3 clusters Score -2.538521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -25385186.000000 Penalty: 6045.901367
	Iteration 100F: 3 clusters Score -2.538519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 190886 members 
Entering Unmasked Estep 
Score: -25385202.000000 Penalty: 6045.901367
	Iteration 101Q: 3 clusters Score -2.53852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -25385208.000000 Penalty: 6045.901367
	Iteration 102Q: 3 clusters Score -2.538521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 190852 members 
Entering Unmasked Estep 
Score: -25385240.000000 Penalty: 6045.901367
	Iteration 103Q: 3 clusters Score -2.538524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 190827 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 6045.901367
	Iteration 104Q: 3 clusters Score -2.538524e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 190801 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 105Q: 3 clusters Score -2.538523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 190773 members 
Entering Unmasked Estep 
Score: -25385208.000000 Penalty: 6045.901367
	Iteration 106Q: 3 clusters Score -2.538521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 190748 members 
Entering Unmasked Estep 
Score: -25385238.000000 Penalty: 6045.901367
	Iteration 107Q: 3 clusters Score -2.538524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 190728 members 
Entering Unmasked Estep 
Score: -25385260.000000 Penalty: 6045.901367
	Iteration 108Q: 3 clusters Score -2.538526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -25385274.000000 Penalty: 6045.901367
	Iteration 109Q: 3 clusters Score -2.538527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 190677 members 
Entering Unmasked Estep 
Score: -25385254.000000 Penalty: 6045.901367
	Iteration 110Q: 3 clusters Score -2.538525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 190648 members 
Entering Unmasked Estep 
Score: -25385258.000000 Penalty: 6045.901367
	Iteration 111Q: 3 clusters Score -2.538526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 190629 members 
Entering Unmasked Estep 
Score: -25385248.000000 Penalty: 6045.901367
	Iteration 112Q: 3 clusters Score -2.538525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 190614 members 
Entering Unmasked Estep 
Score: -25385234.000000 Penalty: 6045.901367
	Iteration 113Q: 3 clusters Score -2.538523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -25385264.000000 Penalty: 6045.901367
	Iteration 114Q: 3 clusters Score -2.538526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 190579 members 
Entering Unmasked Estep 
Score: -25385266.000000 Penalty: 6045.901367
	Iteration 115Q: 3 clusters Score -2.538527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 190570 members 
Entering Unmasked Estep 
Score: -25385244.000000 Penalty: 6045.901367
	Iteration 116Q: 3 clusters Score -2.538524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 190558 members 
Entering Unmasked Estep 
Score: -25385238.000000 Penalty: 6045.901367
	Iteration 117Q: 3 clusters Score -2.538524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 118Q: 3 clusters Score -2.538523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -25385242.000000 Penalty: 6045.901367
	Iteration 119Q: 3 clusters Score -2.538524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 190525 members 
Entering Unmasked Estep 
Score: -25385238.000000 Penalty: 6045.901367
	Iteration 120F: 3 clusters Score -2.538524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 190513 members 
Entering Unmasked Estep 
Score: -25385210.000000 Penalty: 6045.901367
	Iteration 121Q: 3 clusters Score -2.538521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 190499 members 
Entering Unmasked Estep 
Score: -25385234.000000 Penalty: 6045.901367
	Iteration 122Q: 3 clusters Score -2.538523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 190484 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 6045.901367
	Iteration 123Q: 3 clusters Score -2.538524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 190471 members 
Entering Unmasked Estep 
Score: -25385224.000000 Penalty: 6045.901367
	Iteration 124Q: 3 clusters Score -2.538522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 190461 members 
Entering Unmasked Estep 
Score: -25385212.000000 Penalty: 6045.901367
	Iteration 125Q: 3 clusters Score -2.538521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 190448 members 
Entering Unmasked Estep 
Score: -25385210.000000 Penalty: 6045.901367
	Iteration 126Q: 3 clusters Score -2.538521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 190433 members 
Entering Unmasked Estep 
Score: -25385246.000000 Penalty: 6045.901367
	Iteration 127Q: 3 clusters Score -2.538525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 190417 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 128Q: 3 clusters Score -2.538523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -25385228.000000 Penalty: 6045.901367
	Iteration 129Q: 3 clusters Score -2.538523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -25385228.000000 Penalty: 6045.901367
	Iteration 130Q: 3 clusters Score -2.538523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 190385 members 
Entering Unmasked Estep 
Score: -25385204.000000 Penalty: 6045.901367
	Iteration 131Q: 3 clusters Score -2.53852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 6045.901367
	Iteration 132Q: 3 clusters Score -2.538524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 190376 members 
Entering Unmasked Estep 
Score: -25385250.000000 Penalty: 6045.901367
	Iteration 133Q: 3 clusters Score -2.538525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 190368 members 
Entering Unmasked Estep 
Score: -25385258.000000 Penalty: 6045.901367
	Iteration 134Q: 3 clusters Score -2.538526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 190358 members 
Entering Unmasked Estep 
Score: -25385268.000000 Penalty: 6045.901367
	Iteration 135Q: 3 clusters Score -2.538527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -25385266.000000 Penalty: 6045.901367
	Iteration 136Q: 3 clusters Score -2.538527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 190343 members 
Entering Unmasked Estep 
Score: -25385284.000000 Penalty: 6045.901367
	Iteration 137Q: 3 clusters Score -2.538528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -25385270.000000 Penalty: 6045.901367
	Iteration 138Q: 3 clusters Score -2.538527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 190328 members 
Entering Unmasked Estep 
Score: -25385256.000000 Penalty: 6045.901367
	Iteration 139Q: 3 clusters Score -2.538526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 190323 members 
Entering Unmasked Estep 
Score: -25385262.000000 Penalty: 6045.901367
	Iteration 140F: 3 clusters Score -2.538526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -25385264.000000 Penalty: 6045.901367
	Iteration 141Q: 3 clusters Score -2.538526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -25385272.000000 Penalty: 6045.901367
	Iteration 142Q: 3 clusters Score -2.538527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -25385268.000000 Penalty: 6045.901367
	Iteration 143Q: 3 clusters Score -2.538527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -25385258.000000 Penalty: 6045.901367
	Iteration 144Q: 3 clusters Score -2.538526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 190250 members 
Entering Unmasked Estep 
Score: -25385248.000000 Penalty: 6045.901367
	Iteration 145Q: 3 clusters Score -2.538525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 190237 members 
Entering Unmasked Estep 
Score: -25385250.000000 Penalty: 6045.901367
	Iteration 146Q: 3 clusters Score -2.538525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 190229 members 
Entering Unmasked Estep 
Score: -25385246.000000 Penalty: 6045.901367
	Iteration 147Q: 3 clusters Score -2.538525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -25385278.000000 Penalty: 6045.901367
	Iteration 148Q: 3 clusters Score -2.538528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -25385304.000000 Penalty: 6045.901367
	Iteration 149Q: 3 clusters Score -2.53853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 190199 members 
Entering Unmasked Estep 
Score: -25385284.000000 Penalty: 6045.901367
	Iteration 150Q: 3 clusters Score -2.538528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 190188 members 
Entering Unmasked Estep 
Score: -25385286.000000 Penalty: 6045.901367
	Iteration 151Q: 3 clusters Score -2.538529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -25385262.000000 Penalty: 6045.901367
	Iteration 152Q: 3 clusters Score -2.538526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -25385270.000000 Penalty: 6045.901367
	Iteration 153Q: 3 clusters Score -2.538527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 190148 members 
Entering Unmasked Estep 
Score: -25385268.000000 Penalty: 6045.901367
	Iteration 154Q: 3 clusters Score -2.538527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -25385264.000000 Penalty: 6045.901367
	Iteration 155Q: 3 clusters Score -2.538526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 190133 members 
Entering Unmasked Estep 
Score: -25385254.000000 Penalty: 6045.901367
	Iteration 156Q: 3 clusters Score -2.538525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 190122 members 
Entering Unmasked Estep 
Score: -25385242.000000 Penalty: 6045.901367
	Iteration 157Q: 3 clusters Score -2.538524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 190113 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 158Q: 3 clusters Score -2.538523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 190105 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 159Q: 3 clusters Score -2.538523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 190095 members 
Entering Unmasked Estep 
Score: -25385234.000000 Penalty: 6045.901367
	Iteration 160F: 3 clusters Score -2.538523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 190084 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 161Q: 3 clusters Score -2.538523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -25385240.000000 Penalty: 6045.901367
	Iteration 162Q: 3 clusters Score -2.538524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -25385216.000000 Penalty: 6045.901367
	Iteration 163Q: 3 clusters Score -2.538522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 190056 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 164Q: 3 clusters Score -2.538523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 165Q: 3 clusters Score -2.538523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 190041 members 
Entering Unmasked Estep 
Score: -25385250.000000 Penalty: 6045.901367
	Iteration 166Q: 3 clusters Score -2.538525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 167Q: 3 clusters Score -2.538523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 168Q: 3 clusters Score -2.538523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 190014 members 
Entering Unmasked Estep 
Score: -25385224.000000 Penalty: 6045.901367
	Iteration 169Q: 3 clusters Score -2.538522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 190009 members 
Entering Unmasked Estep 
Score: -25385240.000000 Penalty: 6045.901367
	Iteration 170Q: 3 clusters Score -2.538524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 190003 members 
Entering Unmasked Estep 
Score: -25385228.000000 Penalty: 6045.901367
	Iteration 171Q: 3 clusters Score -2.538523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 189996 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 6045.901367
	Iteration 172Q: 3 clusters Score -2.538524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -25385216.000000 Penalty: 6045.901367
	Iteration 173Q: 3 clusters Score -2.538522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -25385206.000000 Penalty: 6045.901367
	Iteration 174Q: 3 clusters Score -2.538521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -25385220.000000 Penalty: 6045.901367
	Iteration 175Q: 3 clusters Score -2.538522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 189962 members 
Entering Unmasked Estep 
Score: -25385244.000000 Penalty: 6045.901367
	Iteration 176Q: 3 clusters Score -2.538524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 189944 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 177Q: 3 clusters Score -2.538523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 189930 members 
Entering Unmasked Estep 
Score: -25385258.000000 Penalty: 6045.901367
	Iteration 178Q: 3 clusters Score -2.538526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 179Q: 3 clusters Score -2.538523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 189891 members 
Entering Unmasked Estep 
Score: -25385208.000000 Penalty: 6045.901367
	Iteration 180F: 3 clusters Score -2.538521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -25385234.000000 Penalty: 6045.901367
	Iteration 181Q: 3 clusters Score -2.538523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -25385206.000000 Penalty: 6045.901367
	Iteration 182Q: 3 clusters Score -2.538521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 189847 members 
Entering Unmasked Estep 
Score: -25385228.000000 Penalty: 6045.901367
	Iteration 183Q: 3 clusters Score -2.538523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 189834 members 
Entering Unmasked Estep 
Score: -25385236.000000 Penalty: 6045.901367
	Iteration 184Q: 3 clusters Score -2.538524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 189822 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 185Q: 3 clusters Score -2.538523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 189812 members 
Entering Unmasked Estep 
Score: -25385230.000000 Penalty: 6045.901367
	Iteration 186Q: 3 clusters Score -2.538523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 189799 members 
Entering Unmasked Estep 
Score: -25385218.000000 Penalty: 6045.901367
	Iteration 187Q: 3 clusters Score -2.538522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -25385240.000000 Penalty: 6045.901367
	Iteration 188Q: 3 clusters Score -2.538524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 189771 members 
Entering Unmasked Estep 
Score: -25385240.000000 Penalty: 6045.901367
	Iteration 189Q: 3 clusters Score -2.538524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 189759 members 
Entering Unmasked Estep 
Score: -25385234.000000 Penalty: 6045.901367
	Iteration 190Q: 3 clusters Score -2.538523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 189752 members 
Entering Unmasked Estep 
Score: -25385228.000000 Penalty: 6045.901367
	Iteration 191Q: 3 clusters Score -2.538523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 189745 members 
Entering Unmasked Estep 
Score: -25385238.000000 Penalty: 6045.901367
	Iteration 192Q: 3 clusters Score -2.538524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -25385246.000000 Penalty: 6045.901367
	Iteration 193Q: 3 clusters Score -2.538525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 189734 members 
Entering Unmasked Estep 
Score: -25385246.000000 Penalty: 6045.901367
	Iteration 194Q: 3 clusters Score -2.538525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 189731 members 
Entering Unmasked Estep 
Score: -25385248.000000 Penalty: 6045.901367
	Iteration 195Q: 3 clusters Score -2.538525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 189727 members 
Entering Unmasked Estep 
Score: -25385232.000000 Penalty: 6045.901367
	Iteration 196Q: 3 clusters Score -2.538523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 189725 members 
Entering Unmasked Estep 
Score: -25385252.000000 Penalty: 6045.901367
	Iteration 197Q: 3 clusters Score -2.538525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 189721 members 
Entering Unmasked Estep 
Score: -25385242.000000 Penalty: 6045.901367
	Iteration 198Q: 3 clusters Score -2.538524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 189719 members 
Entering Unmasked Estep 
Score: -25385254.000000 Penalty: 6045.901367
	Iteration 199Q: 3 clusters Score -2.538525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -25385250.000000 Penalty: 6045.901367
	Iteration 200F: 3 clusters Score -2.538525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -25385242.000000 Penalty: 6045.901367
	Iteration 201Q: 3 clusters Score -2.538524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -25385242.000000 Penalty: 6045.901367
	Iteration 202F: 3 clusters Score -2.538524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -973256.812500 Penalty: 2227.519287
	Iteration 0F: 2 clusters Score -973256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -966877.062500 Penalty: 4455.038574
	Iteration 0F: 3 clusters Score -966877.1 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -968678.000000 Penalty: 4455.038574
	Iteration 1F: 3 clusters Score -968678 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -969055.500000 Penalty: 4455.038574
	Iteration 2F: 3 clusters Score -969055.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -969430.375000 Penalty: 4455.038574
	Iteration 3F: 3 clusters Score -969430.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -969802.187500 Penalty: 4455.038574
	Iteration 4F: 3 clusters Score -969802.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -970143.625000 Penalty: 4455.038574
	Iteration 5F: 3 clusters Score -970143.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -970467.937500 Penalty: 4455.038574
	Iteration 6F: 3 clusters Score -970467.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -970757.937500 Penalty: 4455.038574
	Iteration 7Q: 3 clusters Score -970757.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -971027.562500 Penalty: 4455.038574
	Iteration 8Q: 3 clusters Score -971027.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -971305.187500 Penalty: 4455.038574
	Iteration 9Q: 3 clusters Score -971305.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -971545.937500 Penalty: 4455.038574
	Iteration 10Q: 3 clusters Score -971545.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -971715.625000 Penalty: 4455.038574
	Iteration 11Q: 3 clusters Score -971715.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -971820.312500 Penalty: 4455.038574
	Iteration 12Q: 3 clusters Score -971820.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -971892.125000 Penalty: 4455.038574
	Iteration 13Q: 3 clusters Score -971892.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -971939.687500 Penalty: 4455.038574
	Iteration 14Q: 3 clusters Score -971939.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -971992.125000 Penalty: 4455.038574
	Iteration 15Q: 3 clusters Score -971992.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -972026.312500 Penalty: 4455.038574
	Iteration 16Q: 3 clusters Score -972026.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -972048.750000 Penalty: 4455.038574
	Iteration 17Q: 3 clusters Score -972048.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -972066.125000 Penalty: 4455.038574
	Iteration 18Q: 3 clusters Score -972066.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -972085.312500 Penalty: 4455.038574
	Iteration 19Q: 3 clusters Score -972085.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -972107.000000 Penalty: 4455.038574
	Iteration 20F: 3 clusters Score -972107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -972123.562500 Penalty: 4455.038574
	Iteration 21Q: 3 clusters Score -972123.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -972146.625000 Penalty: 4455.038574
	Iteration 22Q: 3 clusters Score -972146.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -972155.437500 Penalty: 4455.038574
	Iteration 23Q: 3 clusters Score -972155.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -972163.250000 Penalty: 4455.038574
	Iteration 24Q: 3 clusters Score -972163.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -972173.437500 Penalty: 4455.038574
	Iteration 25Q: 3 clusters Score -972173.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -972189.812500 Penalty: 4455.038574
	Iteration 26Q: 3 clusters Score -972189.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -972203.875000 Penalty: 4455.038574
	Iteration 27Q: 3 clusters Score -972203.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -972218.062500 Penalty: 4455.038574
	Iteration 28Q: 3 clusters Score -972218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -972230.125000 Penalty: 4455.038574
	Iteration 29Q: 3 clusters Score -972230.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -972242.625000 Penalty: 4455.038574
	Iteration 30Q: 3 clusters Score -972242.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -972256.812500 Penalty: 4455.038574
	Iteration 31Q: 3 clusters Score -972256.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -972271.375000 Penalty: 4455.038574
	Iteration 32Q: 3 clusters Score -972271.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -972287.062500 Penalty: 4455.038574
	Iteration 33Q: 3 clusters Score -972287.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -972304.250000 Penalty: 4455.038574
	Iteration 34Q: 3 clusters Score -972304.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -972320.937500 Penalty: 4455.038574
	Iteration 35Q: 3 clusters Score -972320.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -972328.437500 Penalty: 4455.038574
	Iteration 36Q: 3 clusters Score -972328.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -972338.625000 Penalty: 4455.038574
	Iteration 37Q: 3 clusters Score -972338.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -972348.937500 Penalty: 4455.038574
	Iteration 38Q: 3 clusters Score -972348.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -972362.562500 Penalty: 4455.038574
	Iteration 39Q: 3 clusters Score -972362.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -972376.437500 Penalty: 4455.038574
	Iteration 40F: 3 clusters Score -972376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -972393.312500 Penalty: 4455.038574
	Iteration 41Q: 3 clusters Score -972393.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -972409.562500 Penalty: 4455.038574
	Iteration 42Q: 3 clusters Score -972409.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -972429.062500 Penalty: 4455.038574
	Iteration 43Q: 3 clusters Score -972429.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -972448.937500 Penalty: 4455.038574
	Iteration 44Q: 3 clusters Score -972448.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -972469.187500 Penalty: 4455.038574
	Iteration 45Q: 3 clusters Score -972469.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -972483.000000 Penalty: 4455.038574
	Iteration 46Q: 3 clusters Score -972483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -972496.812500 Penalty: 4455.038574
	Iteration 47Q: 3 clusters Score -972496.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -972509.437500 Penalty: 4455.038574
	Iteration 48Q: 3 clusters Score -972509.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -972522.187500 Penalty: 4455.038574
	Iteration 49Q: 3 clusters Score -972522.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -972536.375000 Penalty: 4455.038574
	Iteration 50Q: 3 clusters Score -972536.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -972557.937500 Penalty: 4455.038574
	Iteration 51Q: 3 clusters Score -972557.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -972567.250000 Penalty: 4455.038574
	Iteration 52Q: 3 clusters Score -972567.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -972573.187500 Penalty: 4455.038574
	Iteration 53Q: 3 clusters Score -972573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -972580.937500 Penalty: 4455.038574
	Iteration 54Q: 3 clusters Score -972580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -972588.437500 Penalty: 4455.038574
	Iteration 55Q: 3 clusters Score -972588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -972595.500000 Penalty: 4455.038574
	Iteration 56Q: 3 clusters Score -972595.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -972598.500000 Penalty: 4455.038574
	Iteration 57Q: 3 clusters Score -972598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -972601.562500 Penalty: 4455.038574
	Iteration 58Q: 3 clusters Score -972601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -972603.500000 Penalty: 4455.038574
	Iteration 59Q: 3 clusters Score -972603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -972609.875000 Penalty: 4455.038574
	Iteration 60F: 3 clusters Score -972609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -972614.562500 Penalty: 4455.038574
	Iteration 61Q: 3 clusters Score -972614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -972618.000000 Penalty: 4455.038574
	Iteration 62Q: 3 clusters Score -972618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -972620.125000 Penalty: 4455.038574
	Iteration 63Q: 3 clusters Score -972620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -972620.750000 Penalty: 4455.038574
	Iteration 64Q: 3 clusters Score -972620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -972622.687500 Penalty: 4455.038574
	Iteration 65Q: 3 clusters Score -972622.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -972622.875000 Penalty: 4455.038574
	Iteration 66Q: 3 clusters Score -972622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -972628.562500 Penalty: 4455.038574
	Iteration 67Q: 3 clusters Score -972628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -972626.500000 Penalty: 4455.038574
	Iteration 68Q: 3 clusters Score -972626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -972629.750000 Penalty: 4455.038574
	Iteration 69Q: 3 clusters Score -972629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -972628.312500 Penalty: 4455.038574
	Iteration 70Q: 3 clusters Score -972628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -972630.937500 Penalty: 4455.038574
	Iteration 71Q: 3 clusters Score -972630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -972632.625000 Penalty: 4455.038574
	Iteration 72Q: 3 clusters Score -972632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -972634.437500 Penalty: 4455.038574
	Iteration 73Q: 3 clusters Score -972634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -972634.500000 Penalty: 4455.038574
	Iteration 74Q: 3 clusters Score -972634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -972634.875000 Penalty: 4455.038574
	Iteration 75Q: 3 clusters Score -972634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -972635.812500 Penalty: 4455.038574
	Iteration 76Q: 3 clusters Score -972635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -972634.250000 Penalty: 4455.038574
	Iteration 77Q: 3 clusters Score -972634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -972637.000000 Penalty: 4455.038574
	Iteration 78Q: 3 clusters Score -972637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -972638.437500 Penalty: 4455.038574
	Iteration 79Q: 3 clusters Score -972638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -972638.875000 Penalty: 4455.038574
	Iteration 80F: 3 clusters Score -972638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -972639.562500 Penalty: 4455.038574
	Iteration 81Q: 3 clusters Score -972639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -972639.937500 Penalty: 4455.038574
	Iteration 82Q: 3 clusters Score -972639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -972639.937500 Penalty: 4455.038574
	Iteration 83F: 3 clusters Score -972639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -21717432.000000 Penalty: 2984.164307
	Iteration 0F: 2 clusters Score -2.171743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -21609084.000000 Penalty: 5968.328613
	Iteration 0F: 3 clusters Score -2.160908e+07 nChanged 80762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -21655848.000000 Penalty: 5968.328613
	Iteration 1F: 3 clusters Score -2.165585e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -21656636.000000 Penalty: 5968.328613
	Iteration 2Q: 3 clusters Score -2.165664e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -21657280.000000 Penalty: 5968.328613
	Iteration 3Q: 3 clusters Score -2.165728e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -21658516.000000 Penalty: 5968.328613
	Iteration 4Q: 3 clusters Score -2.165852e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -21660452.000000 Penalty: 5968.328613
	Iteration 5Q: 3 clusters Score -2.166045e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -21663232.000000 Penalty: 5968.328613
	Iteration 6Q: 3 clusters Score -2.166323e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -21667954.000000 Penalty: 5968.328613
	Iteration 7Q: 3 clusters Score -2.166795e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -21674476.000000 Penalty: 5968.328613
	Iteration 8F: 3 clusters Score -2.167448e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -21682814.000000 Penalty: 5968.328613
	Iteration 9F: 3 clusters Score -2.168281e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -21691076.000000 Penalty: 5968.328613
	Iteration 10F: 3 clusters Score -2.169108e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -21697000.000000 Penalty: 5968.328613
	Iteration 11F: 3 clusters Score -2.1697e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -21700524.000000 Penalty: 5968.328613
	Iteration 12Q: 3 clusters Score -2.170052e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136054 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -21702236.000000 Penalty: 5968.328613
	Iteration 13Q: 3 clusters Score -2.170224e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -21703598.000000 Penalty: 5968.328613
	Iteration 14Q: 3 clusters Score -2.17036e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141257 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -21704726.000000 Penalty: 5968.328613
	Iteration 15Q: 3 clusters Score -2.170473e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -21705624.000000 Penalty: 5968.328613
	Iteration 16Q: 3 clusters Score -2.170562e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -21706708.000000 Penalty: 5968.328613
	Iteration 17Q: 3 clusters Score -2.170671e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -21707690.000000 Penalty: 5968.328613
	Iteration 18Q: 3 clusters Score -2.170769e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -21708470.000000 Penalty: 5968.328613
	Iteration 19Q: 3 clusters Score -2.170847e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -21709246.000000 Penalty: 5968.328613
	Iteration 20F: 3 clusters Score -2.170925e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -21710108.000000 Penalty: 5968.328613
	Iteration 21Q: 3 clusters Score -2.171011e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -21710872.000000 Penalty: 5968.328613
	Iteration 22Q: 3 clusters Score -2.171087e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -21711530.000000 Penalty: 5968.328613
	Iteration 23Q: 3 clusters Score -2.171153e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -21712098.000000 Penalty: 5968.328613
	Iteration 24Q: 3 clusters Score -2.17121e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -21712596.000000 Penalty: 5968.328613
	Iteration 25Q: 3 clusters Score -2.17126e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -21713002.000000 Penalty: 5968.328613
	Iteration 26Q: 3 clusters Score -2.1713e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -21713326.000000 Penalty: 5968.328613
	Iteration 27Q: 3 clusters Score -2.171333e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160760 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -21713538.000000 Penalty: 5968.328613
	Iteration 28Q: 3 clusters Score -2.171354e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -21713712.000000 Penalty: 5968.328613
	Iteration 29Q: 3 clusters Score -2.171371e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -21713994.000000 Penalty: 5968.328613
	Iteration 30Q: 3 clusters Score -2.171399e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -21714184.000000 Penalty: 5968.328613
	Iteration 31Q: 3 clusters Score -2.171418e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162633 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -21714288.000000 Penalty: 5968.328613
	Iteration 32Q: 3 clusters Score -2.171429e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -21714372.000000 Penalty: 5968.328613
	Iteration 33Q: 3 clusters Score -2.171437e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -21714492.000000 Penalty: 5968.328613
	Iteration 34Q: 3 clusters Score -2.171449e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21714556.000000 Penalty: 5968.328613
	Iteration 35Q: 3 clusters Score -2.171456e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -21714588.000000 Penalty: 5968.328613
	Iteration 36Q: 3 clusters Score -2.171459e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -21714674.000000 Penalty: 5968.328613
	Iteration 37Q: 3 clusters Score -2.171467e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -21714702.000000 Penalty: 5968.328613
	Iteration 38Q: 3 clusters Score -2.17147e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21714774.000000 Penalty: 5968.328613
	Iteration 39Q: 3 clusters Score -2.171477e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -21714818.000000 Penalty: 5968.328613
	Iteration 40F: 3 clusters Score -2.171482e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164630 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21714826.000000 Penalty: 5968.328613
	Iteration 41Q: 3 clusters Score -2.171483e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21714876.000000 Penalty: 5968.328613
	Iteration 42Q: 3 clusters Score -2.171488e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -21714910.000000 Penalty: 5968.328613
	Iteration 43Q: 3 clusters Score -2.171491e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21714938.000000 Penalty: 5968.328613
	Iteration 44Q: 3 clusters Score -2.171494e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21714972.000000 Penalty: 5968.328613
	Iteration 45Q: 3 clusters Score -2.171497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -21715006.000000 Penalty: 5968.328613
	Iteration 46Q: 3 clusters Score -2.171501e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -21715040.000000 Penalty: 5968.328613
	Iteration 47Q: 3 clusters Score -2.171504e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21715066.000000 Penalty: 5968.328613
	Iteration 48Q: 3 clusters Score -2.171507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21715062.000000 Penalty: 5968.328613
	Iteration 49Q: 3 clusters Score -2.171506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -21715058.000000 Penalty: 5968.328613
	Iteration 50Q: 3 clusters Score -2.171506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165254 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -21715076.000000 Penalty: 5968.328613
	Iteration 51Q: 3 clusters Score -2.171508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165282 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21715072.000000 Penalty: 5968.328613
	Iteration 52Q: 3 clusters Score -2.171507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -21715110.000000 Penalty: 5968.328613
	Iteration 53Q: 3 clusters Score -2.171511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21715128.000000 Penalty: 5968.328613
	Iteration 54Q: 3 clusters Score -2.171513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21715132.000000 Penalty: 5968.328613
	Iteration 55Q: 3 clusters Score -2.171513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21715122.000000 Penalty: 5968.328613
	Iteration 56Q: 3 clusters Score -2.171512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21715136.000000 Penalty: 5968.328613
	Iteration 57Q: 3 clusters Score -2.171514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21715138.000000 Penalty: 5968.328613
	Iteration 58Q: 3 clusters Score -2.171514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -21715102.000000 Penalty: 5968.328613
	Iteration 59Q: 3 clusters Score -2.17151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21715120.000000 Penalty: 5968.328613
	Iteration 60F: 3 clusters Score -2.171512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165426 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21715128.000000 Penalty: 5968.328613
	Iteration 61Q: 3 clusters Score -2.171513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21715122.000000 Penalty: 5968.328613
	Iteration 62Q: 3 clusters Score -2.171512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21715126.000000 Penalty: 5968.328613
	Iteration 63Q: 3 clusters Score -2.171513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -21715138.000000 Penalty: 5968.328613
	Iteration 64Q: 3 clusters Score -2.171514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21715162.000000 Penalty: 5968.328613
	Iteration 65Q: 3 clusters Score -2.171516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21715140.000000 Penalty: 5968.328613
	Iteration 66Q: 3 clusters Score -2.171514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21715130.000000 Penalty: 5968.328613
	Iteration 67Q: 3 clusters Score -2.171513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21715138.000000 Penalty: 5968.328613
	Iteration 68Q: 3 clusters Score -2.171514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21715138.000000 Penalty: 5968.328613
	Iteration 69Q: 3 clusters Score -2.171514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21715134.000000 Penalty: 5968.328613
	Iteration 70Q: 3 clusters Score -2.171513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21715126.000000 Penalty: 5968.328613
	Iteration 71Q: 3 clusters Score -2.171513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165580 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -21715120.000000 Penalty: 5968.328613
	Iteration 72Q: 3 clusters Score -2.171512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21715126.000000 Penalty: 5968.328613
	Iteration 73Q: 3 clusters Score -2.171513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -21715094.000000 Penalty: 5968.328613
	Iteration 74Q: 3 clusters Score -2.171509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21715104.000000 Penalty: 5968.328613
	Iteration 75Q: 3 clusters Score -2.17151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -21715102.000000 Penalty: 5968.328613
	Iteration 76Q: 3 clusters Score -2.17151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21715108.000000 Penalty: 5968.328613
	Iteration 77Q: 3 clusters Score -2.171511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21715118.000000 Penalty: 5968.328613
	Iteration 78Q: 3 clusters Score -2.171512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21715132.000000 Penalty: 5968.328613
	Iteration 79Q: 3 clusters Score -2.171513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165677 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21715130.000000 Penalty: 5968.328613
	Iteration 80F: 3 clusters Score -2.171513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21715150.000000 Penalty: 5968.328613
	Iteration 81Q: 3 clusters Score -2.171515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21715144.000000 Penalty: 5968.328613
	Iteration 82Q: 3 clusters Score -2.171514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21715158.000000 Penalty: 5968.328613
	Iteration 83Q: 3 clusters Score -2.171516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21715144.000000 Penalty: 5968.328613
	Iteration 84Q: 3 clusters Score -2.171514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21715150.000000 Penalty: 5968.328613
	Iteration 85Q: 3 clusters Score -2.171515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21715142.000000 Penalty: 5968.328613
	Iteration 86Q: 3 clusters Score -2.171514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21715142.000000 Penalty: 5968.328613
	Iteration 87F: 3 clusters Score -2.171514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -636811.250000 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -636811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -632291.812500 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -632291.8 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -633309.625000 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -633309.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -633542.562500 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -633542.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -633742.750000 Penalty: 4218.941406
	Iteration 3F: 3 clusters Score -633742.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -633908.687500 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -633908.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -634043.750000 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -634043.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -634174.625000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -634174.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -634292.062500 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -634292.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -634386.250000 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -634386.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -634487.000000 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -634487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -634584.000000 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -634584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -634680.312500 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -634680.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -634779.187500 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -634779.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -634876.875000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -634876.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -634959.312500 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -634959.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -635016.937500 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -635016.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -635067.437500 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -635067.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -635101.625000 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -635101.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -635135.375000 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -635135.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -635164.375000 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -635164.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -635190.437500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -635190.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -635206.625000 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -635206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -635222.187500 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -635222.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -635234.937500 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -635234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -635243.937500 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -635243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -635246.937500 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -635246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -635253.375000 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -635253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -635259.937500 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -635259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -635262.250000 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -635262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -635263.375000 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -635263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -635263.375000 Penalty: 4218.941406
	Iteration 30F: 3 clusters Score -635263.4 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: -55888.925781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -55888.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54390.441406 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -54390.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54552.117188 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -54552.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54598.511719 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -54598.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54619.429688 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -54619.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54637.566406 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -54637.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54648.558594 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -54648.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54651.671875 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -54651.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54654.589844 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -54654.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54654.589844 Penalty: 3046.450439
	Iteration 8F: 3 clusters Score -54654.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -399718.125000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -399718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -396348.781250 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -396348.8 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -397059.843750 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -397059.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -397209.156250 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -397209.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -397295.343750 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -397295.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -397375.187500 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -397375.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -397451.562500 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -397451.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -397512.062500 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -397512.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -397565.562500 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -397565.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -397605.468750 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -397605.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -397641.593750 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -397641.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -397675.531250 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -397675.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -397718.593750 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -397718.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -397763.968750 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -397764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -397809.468750 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -397809.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -397849.187500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -397849.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -397893.000000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -397893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -397932.125000 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -397932.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -397970.562500 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -397970.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -398012.187500 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -398012.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -398046.750000 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -398046.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -398079.468750 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -398079.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -398106.500000 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -398106.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -398132.062500 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -398132.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -398147.156250 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -398147.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -398165.656250 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -398165.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -398179.781250 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -398179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -398190.343750 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -398190.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -398196.750000 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -398196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -398205.125000 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -398205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -398215.156250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -398215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -398219.718750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -398219.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -398227.250000 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -398227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -398234.500000 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -398234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -398238.843750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -398238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -398241.687500 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -398241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -398241.906250 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -398241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -398242.562500 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -398242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -398244.187500 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -398244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -398244.187500 Penalty: 4013.143311
	Iteration 38F: 3 clusters Score -398244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27383.351562 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27383.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27495.843750 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27495.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27604.478516 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27604.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27650.888672 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -27650.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27670.472656 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -27670.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27687.505859 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -27687.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27695.197266 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -27695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27695.197266 Penalty: 2774.976807
	Iteration 7F: 3 clusters Score -27695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202727 members 
Entering Unmasked Estep 
Score: -26170050.000000 Penalty: 3030.464844
	Iteration 0F: 2 clusters Score -2.617005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -26038756.000000 Penalty: 6060.929688
	Iteration 0F: 3 clusters Score -2.603876e+07 nChanged 97296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -26096158.000000 Penalty: 6060.929688
	Iteration 1F: 3 clusters Score -2.609616e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -26098364.000000 Penalty: 6060.929688
	Iteration 2Q: 3 clusters Score -2.609836e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -26102392.000000 Penalty: 6060.929688
	Iteration 3Q: 3 clusters Score -2.610239e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -26111128.000000 Penalty: 6060.929688
	Iteration 4F: 3 clusters Score -2.611113e+07 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -26126094.000000 Penalty: 6060.929688
	Iteration 5F: 3 clusters Score -2.612609e+07 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -26145588.000000 Penalty: 6060.929688
	Iteration 6F: 3 clusters Score -2.614559e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 192968 members 
Entering Unmasked Estep 
Score: -26159372.000000 Penalty: 6060.929688
	Iteration 7F: 3 clusters Score -2.615937e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 199799 members 
Entering Unmasked Estep 
Score: -26165024.000000 Penalty: 6060.929688
	Iteration 8Q: 3 clusters Score -2.616502e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 201825 members 
Entering Unmasked Estep 
Score: -26166616.000000 Penalty: 6060.929688
	Iteration 9Q: 3 clusters Score -2.616662e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 202310 members 
Entering Unmasked Estep 
Score: -26167130.000000 Penalty: 6060.929688
	Iteration 10Q: 3 clusters Score -2.616713e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -26167250.000000 Penalty: 6060.929688
	Iteration 11Q: 3 clusters Score -2.616725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202440 members 
Entering Unmasked Estep 
Score: -26167306.000000 Penalty: 6060.929688
	Iteration 12Q: 3 clusters Score -2.616731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 202448 members 
Entering Unmasked Estep 
Score: -26167344.000000 Penalty: 6060.929688
	Iteration 13Q: 3 clusters Score -2.616734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 202458 members 
Entering Unmasked Estep 
Score: -26167368.000000 Penalty: 6060.929688
	Iteration 14Q: 3 clusters Score -2.616737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202464 members 
Entering Unmasked Estep 
Score: -26167416.000000 Penalty: 6060.929688
	Iteration 15Q: 3 clusters Score -2.616742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 202468 members 
Entering Unmasked Estep 
Score: -26167400.000000 Penalty: 6060.929688
	Iteration 16Q: 3 clusters Score -2.61674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -26167406.000000 Penalty: 6060.929688
	Iteration 17Q: 3 clusters Score -2.616741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -26167410.000000 Penalty: 6060.929688
	Iteration 18Q: 3 clusters Score -2.616741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202465 members 
Entering Unmasked Estep 
Score: -26167400.000000 Penalty: 6060.929688
	Iteration 19Q: 3 clusters Score -2.61674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -26167408.000000 Penalty: 6060.929688
	Iteration 20F: 3 clusters Score -2.616741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -26167424.000000 Penalty: 6060.929688
	Iteration 21Q: 3 clusters Score -2.616742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -26167424.000000 Penalty: 6060.929688
	Iteration 22F: 3 clusters Score -2.616742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Entering Unmasked Estep 
Score: -8316089.000000 Penalty: 2745.643799
	Iteration 0F: 2 clusters Score -8316089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8272837.000000 Penalty: 5491.287598
	Iteration 0F: 3 clusters Score -8272837 nChanged 29939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -8289855.500000 Penalty: 5491.287598
	Iteration 1F: 3 clusters Score -8289856 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8290578.500000 Penalty: 5491.287598
	Iteration 2Q: 3 clusters Score -8290578 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -8291426.000000 Penalty: 5491.287598
	Iteration 3Q: 3 clusters Score -8291426 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -8292482.000000 Penalty: 5491.287598
	Iteration 4Q: 3 clusters Score -8292482 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -8293892.500000 Penalty: 5491.287598
	Iteration 5Q: 3 clusters Score -8293892 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8295774.500000 Penalty: 5491.287598
	Iteration 6F: 3 clusters Score -8295774 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8298151.000000 Penalty: 5491.287598
	Iteration 7F: 3 clusters Score -8298151 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -8300939.500000 Penalty: 5491.287598
	Iteration 8F: 3 clusters Score -8300940 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -8303906.000000 Penalty: 5491.287598
	Iteration 9F: 3 clusters Score -8303906 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -8306618.500000 Penalty: 5491.287598
	Iteration 10F: 3 clusters Score -8306618 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -8308642.000000 Penalty: 5491.287598
	Iteration 11Q: 3 clusters Score -8308642 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -8310009.500000 Penalty: 5491.287598
	Iteration 12Q: 3 clusters Score -8310010 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -8311002.500000 Penalty: 5491.287598
	Iteration 13Q: 3 clusters Score -8311002 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -8311728.000000 Penalty: 5491.287598
	Iteration 14Q: 3 clusters Score -8311728 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -8312197.500000 Penalty: 5491.287598
	Iteration 15Q: 3 clusters Score -8312198 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8312510.000000 Penalty: 5491.287598
	Iteration 16Q: 3 clusters Score -8312510 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -8312763.000000 Penalty: 5491.287598
	Iteration 17Q: 3 clusters Score -8312763 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -8312977.000000 Penalty: 5491.287598
	Iteration 18Q: 3 clusters Score -8312977 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -8313132.500000 Penalty: 5491.287598
	Iteration 19Q: 3 clusters Score -8313132 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -8313260.500000 Penalty: 5491.287598
	Iteration 20F: 3 clusters Score -8313260 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -8313366.000000 Penalty: 5491.287598
	Iteration 21Q: 3 clusters Score -8313366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8313430.500000 Penalty: 5491.287598
	Iteration 22Q: 3 clusters Score -8313430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -8313474.500000 Penalty: 5491.287598
	Iteration 23Q: 3 clusters Score -8313474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -8313512.000000 Penalty: 5491.287598
	Iteration 24Q: 3 clusters Score -8313512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8313563.500000 Penalty: 5491.287598
	Iteration 25Q: 3 clusters Score -8313564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8313582.500000 Penalty: 5491.287598
	Iteration 26Q: 3 clusters Score -8313582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8313598.000000 Penalty: 5491.287598
	Iteration 27Q: 3 clusters Score -8313598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -8313644.000000 Penalty: 5491.287598
	Iteration 28Q: 3 clusters Score -8313644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -8313648.500000 Penalty: 5491.287598
	Iteration 29Q: 3 clusters Score -8313648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -8313663.500000 Penalty: 5491.287598
	Iteration 30Q: 3 clusters Score -8313664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -8313665.500000 Penalty: 5491.287598
	Iteration 31Q: 3 clusters Score -8313666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -8313666.000000 Penalty: 5491.287598
	Iteration 32Q: 3 clusters Score -8313666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8313673.500000 Penalty: 5491.287598
	Iteration 33Q: 3 clusters Score -8313674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8313679.500000 Penalty: 5491.287598
	Iteration 34Q: 3 clusters Score -8313680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -8313678.500000 Penalty: 5491.287598
	Iteration 35Q: 3 clusters Score -8313678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -8313682.000000 Penalty: 5491.287598
	Iteration 36Q: 3 clusters Score -8313682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8313685.500000 Penalty: 5491.287598
	Iteration 37Q: 3 clusters Score -8313686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -8313691.000000 Penalty: 5491.287598
	Iteration 38Q: 3 clusters Score -8313691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -8313705.000000 Penalty: 5491.287598
	Iteration 39Q: 3 clusters Score -8313705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -8313709.000000 Penalty: 5491.287598
	Iteration 40F: 3 clusters Score -8313709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -8313706.500000 Penalty: 5491.287598
	Iteration 41Q: 3 clusters Score -8313706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -8313713.500000 Penalty: 5491.287598
	Iteration 42Q: 3 clusters Score -8313714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8313721.500000 Penalty: 5491.287598
	Iteration 43Q: 3 clusters Score -8313722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -8313720.000000 Penalty: 5491.287598
	Iteration 44Q: 3 clusters Score -8313720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -8313718.500000 Penalty: 5491.287598
	Iteration 45Q: 3 clusters Score -8313718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -8313726.500000 Penalty: 5491.287598
	Iteration 46Q: 3 clusters Score -8313726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -8313726.500000 Penalty: 5491.287598
	Iteration 47F: 3 clusters Score -8313726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117672.468750 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117672.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118039.664062 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118039.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118247.867188 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118247.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118502.953125 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118845.203125 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -118845.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119512.546875 Penalty: 3453.272705
	Iteration 5F: 3 clusters Score -119512.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119972.687500 Penalty: 3453.272705
	Iteration 6F: 3 clusters Score -119972.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120129.937500 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -120129.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120235.023438 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -120235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120297.445312 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -120297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120364.289062 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -120364.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120425.250000 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -120425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120448.867188 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -120448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120461.867188 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -120461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -120471.960938 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -120472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -120473.578125 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120475.132812 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -120475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120476.875000 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -120476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120476.875000 Penalty: 3453.272705
	Iteration 18F: 3 clusters Score -120476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196677 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202727 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 674 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 181124 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176719 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 382 members 
Entering Unmasked Estep 
Score: -138540560.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541488.000000 to -138540560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Entering Unmasked Estep 
Score: -7581838.000000 Penalty: 2729.597168
	Iteration 0F: 2 clusters Score -7581838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -7541546.500000 Penalty: 5459.194336
	Iteration 0F: 3 clusters Score -7541546 nChanged 27921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -7556895.000000 Penalty: 5459.194336
	Iteration 1F: 3 clusters Score -7556895 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -7557470.000000 Penalty: 5459.194336
	Iteration 2Q: 3 clusters Score -7557470 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -7558117.500000 Penalty: 5459.194336
	Iteration 3Q: 3 clusters Score -7558118 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -7558918.000000 Penalty: 5459.194336
	Iteration 4Q: 3 clusters Score -7558918 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -7560172.500000 Penalty: 5459.194336
	Iteration 5Q: 3 clusters Score -7560172 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7562306.500000 Penalty: 5459.194336
	Iteration 6F: 3 clusters Score -7562306 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -7565668.000000 Penalty: 5459.194336
	Iteration 7F: 3 clusters Score -7565668 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -7570045.500000 Penalty: 5459.194336
	Iteration 8F: 3 clusters Score -7570046 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7574281.500000 Penalty: 5459.194336
	Iteration 9F: 3 clusters Score -7574282 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7577200.500000 Penalty: 5459.194336
	Iteration 10Q: 3 clusters Score -7577200 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7578600.000000 Penalty: 5459.194336
	Iteration 11Q: 3 clusters Score -7578600 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7579058.500000 Penalty: 5459.194336
	Iteration 12Q: 3 clusters Score -7579058 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7579247.000000 Penalty: 5459.194336
	Iteration 13Q: 3 clusters Score -7579247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7579338.000000 Penalty: 5459.194336
	Iteration 14Q: 3 clusters Score -7579338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7579384.000000 Penalty: 5459.194336
	Iteration 15Q: 3 clusters Score -7579384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7579426.000000 Penalty: 5459.194336
	Iteration 16Q: 3 clusters Score -7579426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7579428.000000 Penalty: 5459.194336
	Iteration 17Q: 3 clusters Score -7579428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7579438.000000 Penalty: 5459.194336
	Iteration 18Q: 3 clusters Score -7579438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7579438.500000 Penalty: 5459.194336
	Iteration 19Q: 3 clusters Score -7579438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7579438.500000 Penalty: 5459.194336
	Iteration 20F: 3 clusters Score -7579438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -427262.968750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -427263 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 1628 members 
Entering Unmasked Estep 
Score: -423793.468750 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -423793.5 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -424503.468750 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -424503.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -424674.156250 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -424674.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -424763.656250 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -424763.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -424826.125000 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -424826.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -424869.187500 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -424869.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -424900.343750 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -424900.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -424918.156250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -424918.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -424927.093750 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -424927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -424932.593750 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -424932.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424940.000000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -424940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424947.531250 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -424947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -424952.250000 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -424952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -424954.875000 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -424954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -424961.125000 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -424961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -424965.875000 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -424965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -424968.968750 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -424969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424974.687500 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -424974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424980.125000 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -424980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -424983.687500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -424983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -424987.093750 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -424987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -424989.500000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -424989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -424992.718750 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -424992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -424997.281250 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -424997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -425000.500000 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -425000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425002.437500 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -425002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -425004.656250 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -425004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -425006.000000 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -425006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -425006.937500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -425006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425007.218750 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -425007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -425008.562500 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -425008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425009.562500 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -425009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -425009.968750 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -425010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425011.031250 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -425011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -425011.031250 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -425011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -425011.500000 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -425011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -425011.656250 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -425011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -425011.656250 Penalty: 4019.783203
	Iteration 37F: 3 clusters Score -425011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55996.597656 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -55996.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56175.914062 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56175.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56234.359375 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -56234.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56267.792969 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56267.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56294.503906 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56321.359375 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56321.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56345.136719 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56345.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56369.039062 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56369.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56401.757812 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -56401.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56414.222656 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -56414.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56428.332031 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -56428.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56439.554688 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -56439.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56454.000000 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -56454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56463.132812 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -56463.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56464.722656 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -56464.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56470.503906 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -56470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56477.589844 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -56477.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56488.734375 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -56488.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56503.089844 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -56503.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56512.691406 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -56512.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56534.371094 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -56534.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56539.222656 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -56539.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56545.332031 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -56545.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56545.332031 Penalty: 3089.341309
	Iteration 23F: 3 clusters Score -56545.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -826885.375000 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -826885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -821485.312500 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -821485.3 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -822870.937500 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -822870.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -823041.625000 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -823041.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -823148.187500 Penalty: 4344.328125
	Iteration 3Q: 3 clusters Score -823148.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -823219.187500 Penalty: 4344.328125
	Iteration 4Q: 3 clusters Score -823219.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -823267.312500 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -823267.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -823306.375000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -823306.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -823345.250000 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -823345.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -823381.000000 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -823381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -823407.687500 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -823407.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -823428.187500 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -823428.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -823444.562500 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -823444.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -823468.875000 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -823468.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -823492.062500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -823492.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -823523.562500 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -823523.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -823559.500000 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -823559.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -823588.250000 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -823588.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -823609.437500 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -823609.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -823630.875000 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -823630.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -823655.687500 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -823655.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -823680.125000 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -823680.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -823713.437500 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -823713.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -823754.125000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -823754.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -823799.937500 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -823799.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -823848.812500 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -823848.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -823894.125000 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -823894.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -823948.125000 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -823948.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -824003.500000 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -824003.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -824053.312500 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -824053.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -824115.500000 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -824115.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -824205.125000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -824205.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -824302.250000 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -824302.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -824394.000000 Penalty: 4344.328125
	Iteration 32Q: 3 clusters Score -824394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -824490.250000 Penalty: 4344.328125
	Iteration 33Q: 3 clusters Score -824490.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -824571.062500 Penalty: 4344.328125
	Iteration 34Q: 3 clusters Score -824571.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -824646.750000 Penalty: 4344.328125
	Iteration 35Q: 3 clusters Score -824646.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -824716.812500 Penalty: 4344.328125
	Iteration 36Q: 3 clusters Score -824716.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -824786.812500 Penalty: 4344.328125
	Iteration 37Q: 3 clusters Score -824786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -824833.562500 Penalty: 4344.328125
	Iteration 38Q: 3 clusters Score -824833.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -824865.625000 Penalty: 4344.328125
	Iteration 39Q: 3 clusters Score -824865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -824889.125000 Penalty: 4344.328125
	Iteration 40F: 3 clusters Score -824889.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -824904.375000 Penalty: 4344.328125
	Iteration 41Q: 3 clusters Score -824904.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -824924.125000 Penalty: 4344.328125
	Iteration 42Q: 3 clusters Score -824924.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -824943.875000 Penalty: 4344.328125
	Iteration 43Q: 3 clusters Score -824943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -824957.125000 Penalty: 4344.328125
	Iteration 44Q: 3 clusters Score -824957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -824967.312500 Penalty: 4344.328125
	Iteration 45Q: 3 clusters Score -824967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -824974.937500 Penalty: 4344.328125
	Iteration 46Q: 3 clusters Score -824974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -824985.125000 Penalty: 4344.328125
	Iteration 47Q: 3 clusters Score -824985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -824989.687500 Penalty: 4344.328125
	Iteration 48Q: 3 clusters Score -824989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -824996.937500 Penalty: 4344.328125
	Iteration 49Q: 3 clusters Score -824996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -825005.187500 Penalty: 4344.328125
	Iteration 50Q: 3 clusters Score -825005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -825009.437500 Penalty: 4344.328125
	Iteration 51Q: 3 clusters Score -825009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -825013.125000 Penalty: 4344.328125
	Iteration 52Q: 3 clusters Score -825013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -825014.937500 Penalty: 4344.328125
	Iteration 53Q: 3 clusters Score -825014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -825016.437500 Penalty: 4344.328125
	Iteration 54Q: 3 clusters Score -825016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -825016.437500 Penalty: 4344.328125
	Iteration 55F: 3 clusters Score -825016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Entering Unmasked Estep 
Score: -23476152.000000 Penalty: 3002.520508
	Iteration 0F: 2 clusters Score -2.347615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -23357824.000000 Penalty: 6005.041016
	Iteration 0F: 3 clusters Score -2.335782e+07 nChanged 87126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -23409814.000000 Penalty: 6005.041016
	Iteration 1F: 3 clusters Score -2.340981e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -23411402.000000 Penalty: 6005.041016
	Iteration 2Q: 3 clusters Score -2.34114e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -23413948.000000 Penalty: 6005.041016
	Iteration 3Q: 3 clusters Score -2.341395e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -23418324.000000 Penalty: 6005.041016
	Iteration 4Q: 3 clusters Score -2.341832e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -23424758.000000 Penalty: 6005.041016
	Iteration 5F: 3 clusters Score -2.342476e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -23434202.000000 Penalty: 6005.041016
	Iteration 6F: 3 clusters Score -2.34342e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 120906 members 
Entering Unmasked Estep 
Score: -23445066.000000 Penalty: 6005.041016
	Iteration 7F: 3 clusters Score -2.344507e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -23453692.000000 Penalty: 6005.041016
	Iteration 8F: 3 clusters Score -2.345369e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -23458266.000000 Penalty: 6005.041016
	Iteration 9Q: 3 clusters Score -2.345827e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -23460126.000000 Penalty: 6005.041016
	Iteration 10Q: 3 clusters Score -2.346013e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 135442 members 
Entering Unmasked Estep 
Score: -23461012.000000 Penalty: 6005.041016
	Iteration 11Q: 3 clusters Score -2.346101e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 138166 members 
Entering Unmasked Estep 
Score: -23461746.000000 Penalty: 6005.041016
	Iteration 12Q: 3 clusters Score -2.346175e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -23462480.000000 Penalty: 6005.041016
	Iteration 13Q: 3 clusters Score -2.346248e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -23463116.000000 Penalty: 6005.041016
	Iteration 14Q: 3 clusters Score -2.346312e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -23463720.000000 Penalty: 6005.041016
	Iteration 15Q: 3 clusters Score -2.346372e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -23464546.000000 Penalty: 6005.041016
	Iteration 16Q: 3 clusters Score -2.346455e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -23465264.000000 Penalty: 6005.041016
	Iteration 17Q: 3 clusters Score -2.346526e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -23466096.000000 Penalty: 6005.041016
	Iteration 18Q: 3 clusters Score -2.34661e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 156860 members 
Entering Unmasked Estep 
Score: -23466938.000000 Penalty: 6005.041016
	Iteration 19Q: 3 clusters Score -2.346694e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -23467682.000000 Penalty: 6005.041016
	Iteration 20F: 3 clusters Score -2.346768e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -23468318.000000 Penalty: 6005.041016
	Iteration 21Q: 3 clusters Score -2.346832e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -23469182.000000 Penalty: 6005.041016
	Iteration 22Q: 3 clusters Score -2.346918e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -23469810.000000 Penalty: 6005.041016
	Iteration 23Q: 3 clusters Score -2.346981e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -23470528.000000 Penalty: 6005.041016
	Iteration 24Q: 3 clusters Score -2.347053e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 169231 members 
Entering Unmasked Estep 
Score: -23471072.000000 Penalty: 6005.041016
	Iteration 25Q: 3 clusters Score -2.347107e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -23471570.000000 Penalty: 6005.041016
	Iteration 26Q: 3 clusters Score -2.347157e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -23472054.000000 Penalty: 6005.041016
	Iteration 27Q: 3 clusters Score -2.347205e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 173402 members 
Entering Unmasked Estep 
Score: -23472580.000000 Penalty: 6005.041016
	Iteration 28Q: 3 clusters Score -2.347258e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -23472972.000000 Penalty: 6005.041016
	Iteration 29Q: 3 clusters Score -2.347297e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 175331 members 
Entering Unmasked Estep 
Score: -23473344.000000 Penalty: 6005.041016
	Iteration 30Q: 3 clusters Score -2.347334e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -23473602.000000 Penalty: 6005.041016
	Iteration 31Q: 3 clusters Score -2.34736e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -23473858.000000 Penalty: 6005.041016
	Iteration 32Q: 3 clusters Score -2.347386e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -23473942.000000 Penalty: 6005.041016
	Iteration 33Q: 3 clusters Score -2.347394e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -23473940.000000 Penalty: 6005.041016
	Iteration 34Q: 3 clusters Score -2.347394e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -23474078.000000 Penalty: 6005.041016
	Iteration 35Q: 3 clusters Score -2.347408e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 177949 members 
Entering Unmasked Estep 
Score: -23474098.000000 Penalty: 6005.041016
	Iteration 36Q: 3 clusters Score -2.34741e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -23474114.000000 Penalty: 6005.041016
	Iteration 37Q: 3 clusters Score -2.347411e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -23474184.000000 Penalty: 6005.041016
	Iteration 38Q: 3 clusters Score -2.347418e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 178404 members 
Entering Unmasked Estep 
Score: -23474194.000000 Penalty: 6005.041016
	Iteration 39Q: 3 clusters Score -2.347419e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -23474254.000000 Penalty: 6005.041016
	Iteration 40F: 3 clusters Score -2.347425e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -23474314.000000 Penalty: 6005.041016
	Iteration 41Q: 3 clusters Score -2.347431e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -23474356.000000 Penalty: 6005.041016
	Iteration 42Q: 3 clusters Score -2.347436e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -23474356.000000 Penalty: 6005.041016
	Iteration 43Q: 3 clusters Score -2.347436e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 178811 members 
Entering Unmasked Estep 
Score: -23474316.000000 Penalty: 6005.041016
	Iteration 44Q: 3 clusters Score -2.347432e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 178848 members 
Entering Unmasked Estep 
Score: -23474338.000000 Penalty: 6005.041016
	Iteration 45Q: 3 clusters Score -2.347434e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -23474350.000000 Penalty: 6005.041016
	Iteration 46Q: 3 clusters Score -2.347435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 178904 members 
Entering Unmasked Estep 
Score: -23474380.000000 Penalty: 6005.041016
	Iteration 47Q: 3 clusters Score -2.347438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 178924 members 
Entering Unmasked Estep 
Score: -23474384.000000 Penalty: 6005.041016
	Iteration 48Q: 3 clusters Score -2.347438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 178942 members 
Entering Unmasked Estep 
Score: -23474388.000000 Penalty: 6005.041016
	Iteration 49Q: 3 clusters Score -2.347439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 178951 members 
Entering Unmasked Estep 
Score: -23474400.000000 Penalty: 6005.041016
	Iteration 50Q: 3 clusters Score -2.34744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -23474362.000000 Penalty: 6005.041016
	Iteration 51Q: 3 clusters Score -2.347436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -23474384.000000 Penalty: 6005.041016
	Iteration 52Q: 3 clusters Score -2.347438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -23474376.000000 Penalty: 6005.041016
	Iteration 53Q: 3 clusters Score -2.347438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -23474376.000000 Penalty: 6005.041016
	Iteration 54Q: 3 clusters Score -2.347438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -23474340.000000 Penalty: 6005.041016
	Iteration 55Q: 3 clusters Score -2.347434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -23474338.000000 Penalty: 6005.041016
	Iteration 56Q: 3 clusters Score -2.347434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 179009 members 
Entering Unmasked Estep 
Score: -23474354.000000 Penalty: 6005.041016
	Iteration 57Q: 3 clusters Score -2.347435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -23474346.000000 Penalty: 6005.041016
	Iteration 58Q: 3 clusters Score -2.347435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -23474336.000000 Penalty: 6005.041016
	Iteration 59Q: 3 clusters Score -2.347434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -23474324.000000 Penalty: 6005.041016
	Iteration 60F: 3 clusters Score -2.347432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -23474324.000000 Penalty: 6005.041016
	Iteration 61Q: 3 clusters Score -2.347432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 179021 members 
Entering Unmasked Estep 
Score: -23474340.000000 Penalty: 6005.041016
	Iteration 62Q: 3 clusters Score -2.347434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -23474342.000000 Penalty: 6005.041016
	Iteration 63Q: 3 clusters Score -2.347434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 179028 members 
Entering Unmasked Estep 
Score: -23474344.000000 Penalty: 6005.041016
	Iteration 64Q: 3 clusters Score -2.347434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -23474332.000000 Penalty: 6005.041016
	Iteration 65Q: 3 clusters Score -2.347433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -23474346.000000 Penalty: 6005.041016
	Iteration 66Q: 3 clusters Score -2.347435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -23474348.000000 Penalty: 6005.041016
	Iteration 67Q: 3 clusters Score -2.347435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -23474352.000000 Penalty: 6005.041016
	Iteration 68Q: 3 clusters Score -2.347435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -23474346.000000 Penalty: 6005.041016
	Iteration 69Q: 3 clusters Score -2.347435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -23474350.000000 Penalty: 6005.041016
	Iteration 70Q: 3 clusters Score -2.347435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 179042 members 
Entering Unmasked Estep 
Score: -23474346.000000 Penalty: 6005.041016
	Iteration 71Q: 3 clusters Score -2.347435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -23474334.000000 Penalty: 6005.041016
	Iteration 72Q: 3 clusters Score -2.347433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -23474328.000000 Penalty: 6005.041016
	Iteration 73Q: 3 clusters Score -2.347433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -23474338.000000 Penalty: 6005.041016
	Iteration 74Q: 3 clusters Score -2.347434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -23474324.000000 Penalty: 6005.041016
	Iteration 75Q: 3 clusters Score -2.347432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -23474332.000000 Penalty: 6005.041016
	Iteration 76Q: 3 clusters Score -2.347433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -23474338.000000 Penalty: 6005.041016
	Iteration 77Q: 3 clusters Score -2.347434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -23474338.000000 Penalty: 6005.041016
	Iteration 78F: 3 clusters Score -2.347434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1429057.375000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1429057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1420500.875000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1420501 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1423238.375000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1423238 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1423737.250000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1423737 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1424138.375000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1424138 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1424466.500000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -1424466 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1424740.625000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1424741 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1424978.625000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1424979 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1425223.500000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1425224 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1425420.250000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1425420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1425554.000000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1425554 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1425662.500000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1425662 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1425769.500000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1425770 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1425865.375000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1425865 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1425954.125000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1425954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1426030.125000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1426030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1426121.375000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1426121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1426209.750000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1426210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1426283.500000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1426284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1426353.000000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1426353 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1426407.375000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1426407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1426458.500000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1426458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1426495.125000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1426495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1426535.500000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1426536 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1426578.375000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1426578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1426623.000000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1426623 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1426660.750000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1426661 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1426705.750000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1426706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1426740.250000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1426740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1426773.500000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1426774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1426804.125000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1426804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1426828.125000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1426828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1426854.000000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1426854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1426872.625000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1426873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1426889.375000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1426889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1426900.875000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1426901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1426912.250000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1426912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1426920.625000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1426921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1426929.750000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1426930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1426935.750000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1426936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1426938.750000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1426939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1426938.375000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1426938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1426943.000000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1426943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1426953.250000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1426953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1426960.000000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1426960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1426967.625000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1426968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1426976.375000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1426976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1426990.250000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1426990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1427001.750000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1427002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1427011.625000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1427012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1427019.750000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1427020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1427021.000000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1427021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1427030.625000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1427031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1427040.000000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1427040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1427045.000000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1427045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1427041.750000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1427042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1427047.625000 Penalty: 4630.963867
	Iteration 55Q: 3 clusters Score -1427048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1427049.125000 Penalty: 4630.963867
	Iteration 56Q: 3 clusters Score -1427049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1427051.750000 Penalty: 4630.963867
	Iteration 57Q: 3 clusters Score -1427052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1427051.000000 Penalty: 4630.963867
	Iteration 58Q: 3 clusters Score -1427051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1427056.375000 Penalty: 4630.963867
	Iteration 59Q: 3 clusters Score -1427056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1427062.375000 Penalty: 4630.963867
	Iteration 60F: 3 clusters Score -1427062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1427069.375000 Penalty: 4630.963867
	Iteration 61Q: 3 clusters Score -1427069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1427075.375000 Penalty: 4630.963867
	Iteration 62Q: 3 clusters Score -1427075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1427084.250000 Penalty: 4630.963867
	Iteration 63Q: 3 clusters Score -1427084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1427094.625000 Penalty: 4630.963867
	Iteration 64Q: 3 clusters Score -1427095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1427100.250000 Penalty: 4630.963867
	Iteration 65Q: 3 clusters Score -1427100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1427108.125000 Penalty: 4630.963867
	Iteration 66Q: 3 clusters Score -1427108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1427114.125000 Penalty: 4630.963867
	Iteration 67Q: 3 clusters Score -1427114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1427118.875000 Penalty: 4630.963867
	Iteration 68Q: 3 clusters Score -1427119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1427120.250000 Penalty: 4630.963867
	Iteration 69Q: 3 clusters Score -1427120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1427118.875000 Penalty: 4630.963867
	Iteration 70Q: 3 clusters Score -1427119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1427122.375000 Penalty: 4630.963867
	Iteration 71Q: 3 clusters Score -1427122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1427125.750000 Penalty: 4630.963867
	Iteration 72Q: 3 clusters Score -1427126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1427126.875000 Penalty: 4630.963867
	Iteration 73Q: 3 clusters Score -1427127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1427129.875000 Penalty: 4630.963867
	Iteration 74Q: 3 clusters Score -1427130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1427130.750000 Penalty: 4630.963867
	Iteration 75Q: 3 clusters Score -1427131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1427134.250000 Penalty: 4630.963867
	Iteration 76Q: 3 clusters Score -1427134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1427138.875000 Penalty: 4630.963867
	Iteration 77Q: 3 clusters Score -1427139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1427141.375000 Penalty: 4630.963867
	Iteration 78Q: 3 clusters Score -1427141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1427143.250000 Penalty: 4630.963867
	Iteration 79Q: 3 clusters Score -1427143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1427142.875000 Penalty: 4630.963867
	Iteration 80F: 3 clusters Score -1427143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Entering Unmasked Estep 
Score: -22917734.000000 Penalty: 2996.414551
	Iteration 0F: 2 clusters Score -2.291773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -22802180.000000 Penalty: 5992.829102
	Iteration 0F: 3 clusters Score -2.280218e+07 nChanged 84690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -22851886.000000 Penalty: 5992.829102
	Iteration 1F: 3 clusters Score -2.285189e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -22853196.000000 Penalty: 5992.829102
	Iteration 2Q: 3 clusters Score -2.28532e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -22854808.000000 Penalty: 5992.829102
	Iteration 3Q: 3 clusters Score -2.285481e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -22856904.000000 Penalty: 5992.829102
	Iteration 4Q: 3 clusters Score -2.28569e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -22860436.000000 Penalty: 5992.829102
	Iteration 5Q: 3 clusters Score -2.286044e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -22865666.000000 Penalty: 5992.829102
	Iteration 6F: 3 clusters Score -2.286567e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -22873498.000000 Penalty: 5992.829102
	Iteration 7F: 3 clusters Score -2.28735e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -22882760.000000 Penalty: 5992.829102
	Iteration 8F: 3 clusters Score -2.288276e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -22892346.000000 Penalty: 5992.829102
	Iteration 9F: 3 clusters Score -2.289235e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -22899280.000000 Penalty: 5992.829102
	Iteration 10F: 3 clusters Score -2.289928e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -22902716.000000 Penalty: 5992.829102
	Iteration 11Q: 3 clusters Score -2.290272e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -22904746.000000 Penalty: 5992.829102
	Iteration 12Q: 3 clusters Score -2.290475e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -22906320.000000 Penalty: 5992.829102
	Iteration 13Q: 3 clusters Score -2.290632e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 145513 members 
Entering Unmasked Estep 
Score: -22907698.000000 Penalty: 5992.829102
	Iteration 14Q: 3 clusters Score -2.29077e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -22908926.000000 Penalty: 5992.829102
	Iteration 15Q: 3 clusters Score -2.290893e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -22910134.000000 Penalty: 5992.829102
	Iteration 16Q: 3 clusters Score -2.291013e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -22911056.000000 Penalty: 5992.829102
	Iteration 17Q: 3 clusters Score -2.291106e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 155117 members 
Entering Unmasked Estep 
Score: -22911794.000000 Penalty: 5992.829102
	Iteration 18Q: 3 clusters Score -2.291179e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -22912384.000000 Penalty: 5992.829102
	Iteration 19Q: 3 clusters Score -2.291238e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -22912874.000000 Penalty: 5992.829102
	Iteration 20F: 3 clusters Score -2.291287e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -22913288.000000 Penalty: 5992.829102
	Iteration 21Q: 3 clusters Score -2.291329e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -22913680.000000 Penalty: 5992.829102
	Iteration 22Q: 3 clusters Score -2.291368e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 162359 members 
Entering Unmasked Estep 
Score: -22913968.000000 Penalty: 5992.829102
	Iteration 23Q: 3 clusters Score -2.291397e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 163334 members 
Entering Unmasked Estep 
Score: -22914136.000000 Penalty: 5992.829102
	Iteration 24Q: 3 clusters Score -2.291414e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -22914412.000000 Penalty: 5992.829102
	Iteration 25Q: 3 clusters Score -2.291441e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -22914712.000000 Penalty: 5992.829102
	Iteration 26Q: 3 clusters Score -2.291471e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -22914802.000000 Penalty: 5992.829102
	Iteration 27Q: 3 clusters Score -2.29148e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -22914862.000000 Penalty: 5992.829102
	Iteration 28Q: 3 clusters Score -2.291486e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -22914968.000000 Penalty: 5992.829102
	Iteration 29Q: 3 clusters Score -2.291497e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -22915124.000000 Penalty: 5992.829102
	Iteration 30Q: 3 clusters Score -2.291512e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -22915190.000000 Penalty: 5992.829102
	Iteration 31Q: 3 clusters Score -2.291519e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -22915210.000000 Penalty: 5992.829102
	Iteration 32Q: 3 clusters Score -2.291521e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 169617 members 
Entering Unmasked Estep 
Score: -22915264.000000 Penalty: 5992.829102
	Iteration 33Q: 3 clusters Score -2.291526e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -22915326.000000 Penalty: 5992.829102
	Iteration 34Q: 3 clusters Score -2.291533e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -22915320.000000 Penalty: 5992.829102
	Iteration 35Q: 3 clusters Score -2.291532e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -22915454.000000 Penalty: 5992.829102
	Iteration 36Q: 3 clusters Score -2.291545e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -22915532.000000 Penalty: 5992.829102
	Iteration 37Q: 3 clusters Score -2.291553e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 171320 members 
Entering Unmasked Estep 
Score: -22915578.000000 Penalty: 5992.829102
	Iteration 38Q: 3 clusters Score -2.291558e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 171598 members 
Entering Unmasked Estep 
Score: -22915662.000000 Penalty: 5992.829102
	Iteration 39Q: 3 clusters Score -2.291566e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -22915652.000000 Penalty: 5992.829102
	Iteration 40F: 3 clusters Score -2.291565e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -22915666.000000 Penalty: 5992.829102
	Iteration 41Q: 3 clusters Score -2.291567e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 172269 members 
Entering Unmasked Estep 
Score: -22915728.000000 Penalty: 5992.829102
	Iteration 42Q: 3 clusters Score -2.291573e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -22915712.000000 Penalty: 5992.829102
	Iteration 43Q: 3 clusters Score -2.291571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 172588 members 
Entering Unmasked Estep 
Score: -22915680.000000 Penalty: 5992.829102
	Iteration 44Q: 3 clusters Score -2.291568e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -22915668.000000 Penalty: 5992.829102
	Iteration 45Q: 3 clusters Score -2.291567e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -22915650.000000 Penalty: 5992.829102
	Iteration 46Q: 3 clusters Score -2.291565e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 172936 members 
Entering Unmasked Estep 
Score: -22915672.000000 Penalty: 5992.829102
	Iteration 47Q: 3 clusters Score -2.291567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -22915692.000000 Penalty: 5992.829102
	Iteration 48Q: 3 clusters Score -2.291569e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -22915696.000000 Penalty: 5992.829102
	Iteration 49Q: 3 clusters Score -2.29157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -22915696.000000 Penalty: 5992.829102
	Iteration 50Q: 3 clusters Score -2.29157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 173260 members 
Entering Unmasked Estep 
Score: -22915652.000000 Penalty: 5992.829102
	Iteration 51Q: 3 clusters Score -2.291565e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -22915652.000000 Penalty: 5992.829102
	Iteration 52Q: 3 clusters Score -2.291565e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -22915662.000000 Penalty: 5992.829102
	Iteration 53Q: 3 clusters Score -2.291566e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -22915666.000000 Penalty: 5992.829102
	Iteration 54Q: 3 clusters Score -2.291567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -22915646.000000 Penalty: 5992.829102
	Iteration 55Q: 3 clusters Score -2.291565e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22915650.000000 Penalty: 5992.829102
	Iteration 56Q: 3 clusters Score -2.291565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 173593 members 
Entering Unmasked Estep 
Score: -22915674.000000 Penalty: 5992.829102
	Iteration 57Q: 3 clusters Score -2.291567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -22915658.000000 Penalty: 5992.829102
	Iteration 58Q: 3 clusters Score -2.291566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -22915656.000000 Penalty: 5992.829102
	Iteration 59Q: 3 clusters Score -2.291566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -22915646.000000 Penalty: 5992.829102
	Iteration 60F: 3 clusters Score -2.291565e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -22915650.000000 Penalty: 5992.829102
	Iteration 61Q: 3 clusters Score -2.291565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -22915640.000000 Penalty: 5992.829102
	Iteration 62Q: 3 clusters Score -2.291564e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 173856 members 
Entering Unmasked Estep 
Score: -22915696.000000 Penalty: 5992.829102
	Iteration 63Q: 3 clusters Score -2.29157e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -22915718.000000 Penalty: 5992.829102
	Iteration 64Q: 3 clusters Score -2.291572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -22915714.000000 Penalty: 5992.829102
	Iteration 65Q: 3 clusters Score -2.291571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -22915710.000000 Penalty: 5992.829102
	Iteration 66Q: 3 clusters Score -2.291571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -22915712.000000 Penalty: 5992.829102
	Iteration 67Q: 3 clusters Score -2.291571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 174059 members 
Entering Unmasked Estep 
Score: -22915688.000000 Penalty: 5992.829102
	Iteration 68Q: 3 clusters Score -2.291569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 174078 members 
Entering Unmasked Estep 
Score: -22915700.000000 Penalty: 5992.829102
	Iteration 69Q: 3 clusters Score -2.29157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 174104 members 
Entering Unmasked Estep 
Score: -22915730.000000 Penalty: 5992.829102
	Iteration 70Q: 3 clusters Score -2.291573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 174128 members 
Entering Unmasked Estep 
Score: -22915714.000000 Penalty: 5992.829102
	Iteration 71Q: 3 clusters Score -2.291571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -22915728.000000 Penalty: 5992.829102
	Iteration 72Q: 3 clusters Score -2.291573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 174174 members 
Entering Unmasked Estep 
Score: -22915748.000000 Penalty: 5992.829102
	Iteration 73Q: 3 clusters Score -2.291575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -22915750.000000 Penalty: 5992.829102
	Iteration 74Q: 3 clusters Score -2.291575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 174215 members 
Entering Unmasked Estep 
Score: -22915760.000000 Penalty: 5992.829102
	Iteration 75Q: 3 clusters Score -2.291576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -22915766.000000 Penalty: 5992.829102
	Iteration 76Q: 3 clusters Score -2.291577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -22915770.000000 Penalty: 5992.829102
	Iteration 77Q: 3 clusters Score -2.291577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -22915766.000000 Penalty: 5992.829102
	Iteration 78Q: 3 clusters Score -2.291577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 174252 members 
Entering Unmasked Estep 
Score: -22915776.000000 Penalty: 5992.829102
	Iteration 79Q: 3 clusters Score -2.291578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -22915786.000000 Penalty: 5992.829102
	Iteration 80F: 3 clusters Score -2.291579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -22915782.000000 Penalty: 5992.829102
	Iteration 81Q: 3 clusters Score -2.291578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -22915774.000000 Penalty: 5992.829102
	Iteration 82Q: 3 clusters Score -2.291577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -22915782.000000 Penalty: 5992.829102
	Iteration 83Q: 3 clusters Score -2.291578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -22915782.000000 Penalty: 5992.829102
	Iteration 84F: 3 clusters Score -2.291578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55653.621094 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55653.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55878.164062 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -55878.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56020.679688 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56020.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56373.605469 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -56373.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56635.617188 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -56635.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -56720.929688 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -56720.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56751.429688 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -56751.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -56773.226562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -56773.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56801.203125 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -56801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -56836.835938 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -56836.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -56860.171875 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -56860.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -56877.046875 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -56877.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -56879.652344 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -56879.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56881.515625 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -56881.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56881.515625 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -56881.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -139475.703125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -139475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137428.625000 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -137428.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137741.125000 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -137741.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137833.203125 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -137833.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137876.593750 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -137876.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -137909.703125 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -137909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -137924.187500 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -137924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137933.609375 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -137933.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137946.781250 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137959.562500 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137969.031250 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137977.640625 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137983.296875 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -137983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137987.562500 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -137987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137994.031250 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -137994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138002.828125 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -138002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138012.828125 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -138012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138014.906250 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -138014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138014.906250 Penalty: 3495.999756
	Iteration 17F: 3 clusters Score -138014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196677 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202727 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 181124 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176719 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 239Q: 22 clusters Score -1.385415e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196671 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202729 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181120 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 240F: 22 clusters Score -1.385416e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196674 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202730 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 181116 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176724 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 241Q: 22 clusters Score -1.385415e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196674 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202731 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60260 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 181119 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 242Q: 22 clusters Score -1.385415e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196679 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202727 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60261 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 181116 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 243Q: 22 clusters Score -1.385415e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196678 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168200 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202732 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60264 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181111 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 244Q: 22 clusters Score -1.385415e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196679 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168197 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202733 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60265 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181109 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176721 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 245Q: 22 clusters Score -1.385415e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196678 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202733 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60267 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181104 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176722 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 246Q: 22 clusters Score -1.385415e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196677 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202732 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60269 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181103 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176724 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 247Q: 22 clusters Score -1.385415e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196675 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202736 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60272 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181098 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 248Q: 22 clusters Score -1.385415e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196674 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60278 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181093 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 249Q: 22 clusters Score -1.385415e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196673 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202738 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60279 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181090 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 250Q: 22 clusters Score -1.385416e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196673 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202739 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60281 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181087 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176726 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 251Q: 22 clusters Score -1.385416e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196671 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202741 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60282 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181084 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 252Q: 22 clusters Score -1.385415e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196671 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202741 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60283 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 181080 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 253Q: 22 clusters Score -1.385415e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196671 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202739 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60284 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 181077 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 254Q: 22 clusters Score -1.385416e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196670 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202738 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60285 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 181076 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176735 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 255Q: 22 clusters Score -1.385416e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196670 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60288 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 181074 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 256Q: 22 clusters Score -1.385415e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196669 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168197 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202737 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60290 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181071 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 72410.773438
Iteration 257Q: 22 clusters Score -1.385416e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196668 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168197 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202736 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60291 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181072 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 258Q: 22 clusters Score -1.385416e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196667 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168198 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202734 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60291 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181070 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176740 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541664.000000 Penalty: 72410.773438
Iteration 259Q: 22 clusters Score -1.385417e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196665 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202733 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60291 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181070 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541664.000000 Penalty: 72410.773438
Iteration 260F: 22 clusters Score -1.385417e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196664 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202733 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60291 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181069 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541648.000000 Penalty: 72410.773438
Iteration 261Q: 22 clusters Score -1.385416e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196663 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168199 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202733 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60292 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181069 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541584.000000 Penalty: 72410.773438
Iteration 262Q: 22 clusters Score -1.385416e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196663 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168200 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202734 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60291 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181069 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176743 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 263Q: 22 clusters Score -1.385416e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196662 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202734 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60292 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181069 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 264Q: 22 clusters Score -1.385416e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196662 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168201 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202731 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60294 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181068 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 265Q: 22 clusters Score -1.385415e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196661 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202728 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60295 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181067 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176747 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 266Q: 22 clusters Score -1.385415e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196661 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202726 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60296 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181067 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176748 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 267Q: 22 clusters Score -1.385416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196661 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202725 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181067 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176748 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 268Q: 22 clusters Score -1.385416e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196662 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202722 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181066 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176751 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 269Q: 22 clusters Score -1.385415e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196664 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202722 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 181065 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176751 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 270Q: 22 clusters Score -1.385415e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196665 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202723 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 181062 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176752 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 271Q: 22 clusters Score -1.385415e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196664 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202720 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 181062 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176756 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 272Q: 22 clusters Score -1.385416e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196666 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202714 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 181058 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176761 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541520.000000 Penalty: 72410.773438
Iteration 273Q: 22 clusters Score -1.385415e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196665 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202714 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60297 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181057 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176762 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541568.000000 Penalty: 72410.773438
Iteration 274Q: 22 clusters Score -1.385416e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196668 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168202 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202714 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60298 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181056 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176760 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 275Q: 22 clusters Score -1.385415e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196669 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168203 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202712 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60298 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181060 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176757 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541552.000000 Penalty: 72410.773438
Iteration 276Q: 22 clusters Score -1.385416e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196669 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168204 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202710 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60300 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181063 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176753 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 277Q: 22 clusters Score -1.385415e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196679 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168208 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202701 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60305 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181059 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176747 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 278Q: 22 clusters Score -1.385414e+08 nChanged 30
Entering ConstructFrom: 
Score: -138541392.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21063.679688 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21063.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21178.835938 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21178.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21228.019531 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21228.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21248.001953 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21266.378906 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21266.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21272.060547 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21272.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21279.892578 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -21279.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21286.658203 Penalty: 2672.979736
	Iteration 7Q: 3 clusters Score -21286.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21326.853516 Penalty: 2672.979736
	Iteration 8Q: 3 clusters Score -21326.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21326.853516 Penalty: 2672.979736
	Iteration 9F: 3 clusters Score -21326.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95124.890625 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95124.89 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -95454.617188 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95454.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95552.937500 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95552.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95604.742188 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95604.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95637.539062 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95637.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95683.492188 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95683.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95726.398438 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95726.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95784.320312 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95784.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95840.664062 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -95840.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95862.859375 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -95862.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95888.640625 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -95888.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95908.054688 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -95908.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95925.921875 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -95925.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95939.531250 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -95939.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95953.203125 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -95953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95978.125000 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -95978.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95987.828125 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -95987.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95995.226562 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -95995.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95999.484375 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -95999.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96000.414062 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -96000.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96001.390625 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96001.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196688 members 
Entering Unmasked Estep 
Score: -25387326.000000 Penalty: 3022.964844
	Iteration 0F: 2 clusters Score -2.538733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -25260120.000000 Penalty: 6045.929688
	Iteration 0F: 3 clusters Score -2.526012e+07 nChanged 94760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -25315330.000000 Penalty: 6045.929688
	Iteration 1F: 3 clusters Score -2.531533e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -25316930.000000 Penalty: 6045.929688
	Iteration 2Q: 3 clusters Score -2.531693e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -25319100.000000 Penalty: 6045.929688
	Iteration 3Q: 3 clusters Score -2.53191e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -25322324.000000 Penalty: 6045.929688
	Iteration 4Q: 3 clusters Score -2.532232e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -25327648.000000 Penalty: 6045.929688
	Iteration 5F: 3 clusters Score -2.532765e+07 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -25336178.000000 Penalty: 6045.929688
	Iteration 6F: 3 clusters Score -2.533618e+07 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -25348090.000000 Penalty: 6045.929688
	Iteration 7F: 3 clusters Score -2.534809e+07 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -25360618.000000 Penalty: 6045.929688
	Iteration 8F: 3 clusters Score -2.536062e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -25370218.000000 Penalty: 6045.929688
	Iteration 9F: 3 clusters Score -2.537022e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -25376150.000000 Penalty: 6045.929688
	Iteration 10Q: 3 clusters Score -2.537615e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 184221 members 
Entering Unmasked Estep 
Score: -25379688.000000 Penalty: 6045.929688
	Iteration 11Q: 3 clusters Score -2.537969e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 186913 members 
Entering Unmasked Estep 
Score: -25381622.000000 Penalty: 6045.929688
	Iteration 12Q: 3 clusters Score -2.538162e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 188549 members 
Entering Unmasked Estep 
Score: -25383136.000000 Penalty: 6045.929688
	Iteration 13Q: 3 clusters Score -2.538314e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 189543 members 
Entering Unmasked Estep 
Score: -25384322.000000 Penalty: 6045.929688
	Iteration 14Q: 3 clusters Score -2.538432e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -25385076.000000 Penalty: 6045.929688
	Iteration 15Q: 3 clusters Score -2.538508e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 190418 members 
Entering Unmasked Estep 
Score: -25385588.000000 Penalty: 6045.929688
	Iteration 16Q: 3 clusters Score -2.538559e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 190555 members 
Entering Unmasked Estep 
Score: -25385754.000000 Penalty: 6045.929688
	Iteration 17Q: 3 clusters Score -2.538575e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -25385968.000000 Penalty: 6045.929688
	Iteration 18Q: 3 clusters Score -2.538597e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 190595 members 
Entering Unmasked Estep 
Score: -25386186.000000 Penalty: 6045.929688
	Iteration 19Q: 3 clusters Score -2.538619e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 190530 members 
Entering Unmasked Estep 
Score: -25386356.000000 Penalty: 6045.929688
	Iteration 20F: 3 clusters Score -2.538636e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 190438 members 
Entering Unmasked Estep 
Score: -25386454.000000 Penalty: 6045.929688
	Iteration 21Q: 3 clusters Score -2.538645e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 190324 members 
Entering Unmasked Estep 
Score: -25386516.000000 Penalty: 6045.929688
	Iteration 22Q: 3 clusters Score -2.538652e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 190232 members 
Entering Unmasked Estep 
Score: -25386558.000000 Penalty: 6045.929688
	Iteration 23Q: 3 clusters Score -2.538656e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 190122 members 
Entering Unmasked Estep 
Score: -25386588.000000 Penalty: 6045.929688
	Iteration 24Q: 3 clusters Score -2.538659e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -25386618.000000 Penalty: 6045.929688
	Iteration 25Q: 3 clusters Score -2.538662e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -25386666.000000 Penalty: 6045.929688
	Iteration 26Q: 3 clusters Score -2.538667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 189870 members 
Entering Unmasked Estep 
Score: -25386606.000000 Penalty: 6045.929688
	Iteration 27Q: 3 clusters Score -2.538661e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -25386584.000000 Penalty: 6045.929688
	Iteration 28Q: 3 clusters Score -2.538658e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 189747 members 
Entering Unmasked Estep 
Score: -25386608.000000 Penalty: 6045.929688
	Iteration 29Q: 3 clusters Score -2.538661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -25386592.000000 Penalty: 6045.929688
	Iteration 30Q: 3 clusters Score -2.538659e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 189663 members 
Entering Unmasked Estep 
Score: -25386620.000000 Penalty: 6045.929688
	Iteration 31Q: 3 clusters Score -2.538662e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 189618 members 
Entering Unmasked Estep 
Score: -25386592.000000 Penalty: 6045.929688
	Iteration 32Q: 3 clusters Score -2.538659e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 189584 members 
Entering Unmasked Estep 
Score: -25386562.000000 Penalty: 6045.929688
	Iteration 33Q: 3 clusters Score -2.538656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 189560 members 
Entering Unmasked Estep 
Score: -25386582.000000 Penalty: 6045.929688
	Iteration 34Q: 3 clusters Score -2.538658e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 189531 members 
Entering Unmasked Estep 
Score: -25386588.000000 Penalty: 6045.929688
	Iteration 35Q: 3 clusters Score -2.538659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 189489 members 
Entering Unmasked Estep 
Score: -25386564.000000 Penalty: 6045.929688
	Iteration 36Q: 3 clusters Score -2.538656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 189459 members 
Entering Unmasked Estep 
Score: -25386548.000000 Penalty: 6045.929688
	Iteration 37Q: 3 clusters Score -2.538655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 189433 members 
Entering Unmasked Estep 
Score: -25386550.000000 Penalty: 6045.929688
	Iteration 38Q: 3 clusters Score -2.538655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -25386564.000000 Penalty: 6045.929688
	Iteration 39Q: 3 clusters Score -2.538656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -25386584.000000 Penalty: 6045.929688
	Iteration 40F: 3 clusters Score -2.538658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -25386594.000000 Penalty: 6045.929688
	Iteration 41Q: 3 clusters Score -2.538659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 189365 members 
Entering Unmasked Estep 
Score: -25386590.000000 Penalty: 6045.929688
	Iteration 42Q: 3 clusters Score -2.538659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 189360 members 
Entering Unmasked Estep 
Score: -25386580.000000 Penalty: 6045.929688
	Iteration 43Q: 3 clusters Score -2.538658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -25386592.000000 Penalty: 6045.929688
	Iteration 44Q: 3 clusters Score -2.538659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 189357 members 
Entering Unmasked Estep 
Score: -25386596.000000 Penalty: 6045.929688
	Iteration 45Q: 3 clusters Score -2.53866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
Score: -25386586.000000 Penalty: 6045.929688
	Iteration 46Q: 3 clusters Score -2.538659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
Score: -25386586.000000 Penalty: 6045.929688
	Iteration 47F: 3 clusters Score -2.538659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -973629.250000 Penalty: 2227.613037
	Iteration 0F: 2 clusters Score -973629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -967179.500000 Penalty: 4455.226074
	Iteration 0F: 3 clusters Score -967179.5 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -968986.125000 Penalty: 4455.226074
	Iteration 1F: 3 clusters Score -968986.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -969351.562500 Penalty: 4455.226074
	Iteration 2F: 3 clusters Score -969351.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -969664.000000 Penalty: 4455.226074
	Iteration 3F: 3 clusters Score -969664 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -969960.375000 Penalty: 4455.226074
	Iteration 4F: 3 clusters Score -969960.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -970287.937500 Penalty: 4455.226074
	Iteration 5F: 3 clusters Score -970287.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -970706.250000 Penalty: 4455.226074
	Iteration 6F: 3 clusters Score -970706.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -971154.937500 Penalty: 4455.226074
	Iteration 7F: 3 clusters Score -971154.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -971532.187500 Penalty: 4455.226074
	Iteration 8F: 3 clusters Score -971532.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -971789.250000 Penalty: 4455.226074
	Iteration 9Q: 3 clusters Score -971789.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -971947.187500 Penalty: 4455.226074
	Iteration 10Q: 3 clusters Score -971947.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -972079.000000 Penalty: 4455.226074
	Iteration 11Q: 3 clusters Score -972079 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -972179.250000 Penalty: 4455.226074
	Iteration 12Q: 3 clusters Score -972179.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -972243.750000 Penalty: 4455.226074
	Iteration 13Q: 3 clusters Score -972243.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -972287.687500 Penalty: 4455.226074
	Iteration 14Q: 3 clusters Score -972287.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -972323.125000 Penalty: 4455.226074
	Iteration 15Q: 3 clusters Score -972323.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -972346.375000 Penalty: 4455.226074
	Iteration 16Q: 3 clusters Score -972346.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -972365.562500 Penalty: 4455.226074
	Iteration 17Q: 3 clusters Score -972365.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -972385.187500 Penalty: 4455.226074
	Iteration 18Q: 3 clusters Score -972385.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -972408.687500 Penalty: 4455.226074
	Iteration 19Q: 3 clusters Score -972408.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -972424.687500 Penalty: 4455.226074
	Iteration 20F: 3 clusters Score -972424.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -972441.750000 Penalty: 4455.226074
	Iteration 21Q: 3 clusters Score -972441.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -972461.812500 Penalty: 4455.226074
	Iteration 22Q: 3 clusters Score -972461.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -972482.687500 Penalty: 4455.226074
	Iteration 23Q: 3 clusters Score -972482.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -972505.062500 Penalty: 4455.226074
	Iteration 24Q: 3 clusters Score -972505.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -972524.937500 Penalty: 4455.226074
	Iteration 25Q: 3 clusters Score -972524.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -972547.875000 Penalty: 4455.226074
	Iteration 26Q: 3 clusters Score -972547.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -972569.625000 Penalty: 4455.226074
	Iteration 27Q: 3 clusters Score -972569.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -972586.375000 Penalty: 4455.226074
	Iteration 28Q: 3 clusters Score -972586.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -972603.375000 Penalty: 4455.226074
	Iteration 29Q: 3 clusters Score -972603.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -972619.187500 Penalty: 4455.226074
	Iteration 30Q: 3 clusters Score -972619.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -972637.500000 Penalty: 4455.226074
	Iteration 31Q: 3 clusters Score -972637.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -972651.187500 Penalty: 4455.226074
	Iteration 32Q: 3 clusters Score -972651.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -972667.562500 Penalty: 4455.226074
	Iteration 33Q: 3 clusters Score -972667.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -972685.125000 Penalty: 4455.226074
	Iteration 34Q: 3 clusters Score -972685.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -972705.625000 Penalty: 4455.226074
	Iteration 35Q: 3 clusters Score -972705.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -972724.750000 Penalty: 4455.226074
	Iteration 36Q: 3 clusters Score -972724.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -972737.187500 Penalty: 4455.226074
	Iteration 37Q: 3 clusters Score -972737.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -972753.750000 Penalty: 4455.226074
	Iteration 38Q: 3 clusters Score -972753.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -972771.562500 Penalty: 4455.226074
	Iteration 39Q: 3 clusters Score -972771.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -972792.625000 Penalty: 4455.226074
	Iteration 40F: 3 clusters Score -972792.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -972819.125000 Penalty: 4455.226074
	Iteration 41Q: 3 clusters Score -972819.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -972844.687500 Penalty: 4455.226074
	Iteration 42Q: 3 clusters Score -972844.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -972858.625000 Penalty: 4455.226074
	Iteration 43Q: 3 clusters Score -972858.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -972876.437500 Penalty: 4455.226074
	Iteration 44Q: 3 clusters Score -972876.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -972896.250000 Penalty: 4455.226074
	Iteration 45Q: 3 clusters Score -972896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -972910.500000 Penalty: 4455.226074
	Iteration 46Q: 3 clusters Score -972910.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -972924.375000 Penalty: 4455.226074
	Iteration 47Q: 3 clusters Score -972924.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -972936.437500 Penalty: 4455.226074
	Iteration 48Q: 3 clusters Score -972936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -972947.937500 Penalty: 4455.226074
	Iteration 49Q: 3 clusters Score -972947.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -972954.625000 Penalty: 4455.226074
	Iteration 50Q: 3 clusters Score -972954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -972963.000000 Penalty: 4455.226074
	Iteration 51Q: 3 clusters Score -972963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -972968.937500 Penalty: 4455.226074
	Iteration 52Q: 3 clusters Score -972968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -972969.812500 Penalty: 4455.226074
	Iteration 53Q: 3 clusters Score -972969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -972975.812500 Penalty: 4455.226074
	Iteration 54Q: 3 clusters Score -972975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -972977.187500 Penalty: 4455.226074
	Iteration 55Q: 3 clusters Score -972977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -972982.187500 Penalty: 4455.226074
	Iteration 56Q: 3 clusters Score -972982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -972986.312500 Penalty: 4455.226074
	Iteration 57Q: 3 clusters Score -972986.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -972987.812500 Penalty: 4455.226074
	Iteration 58Q: 3 clusters Score -972987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -972993.437500 Penalty: 4455.226074
	Iteration 59Q: 3 clusters Score -972993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -972995.375000 Penalty: 4455.226074
	Iteration 60F: 3 clusters Score -972995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -973001.562500 Penalty: 4455.226074
	Iteration 61Q: 3 clusters Score -973001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -973001.812500 Penalty: 4455.226074
	Iteration 62Q: 3 clusters Score -973001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -973002.562500 Penalty: 4455.226074
	Iteration 63Q: 3 clusters Score -973002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -973000.562500 Penalty: 4455.226074
	Iteration 64Q: 3 clusters Score -973000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -973003.062500 Penalty: 4455.226074
	Iteration 65Q: 3 clusters Score -973003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -973004.500000 Penalty: 4455.226074
	Iteration 66Q: 3 clusters Score -973004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -973006.687500 Penalty: 4455.226074
	Iteration 67Q: 3 clusters Score -973006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -973007.875000 Penalty: 4455.226074
	Iteration 68Q: 3 clusters Score -973007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -973008.625000 Penalty: 4455.226074
	Iteration 69Q: 3 clusters Score -973008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -973008.750000 Penalty: 4455.226074
	Iteration 70Q: 3 clusters Score -973008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -973008.750000 Penalty: 4455.226074
	Iteration 71F: 3 clusters Score -973008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Entering Unmasked Estep 
Score: -21718336.000000 Penalty: 2984.174805
	Iteration 0F: 2 clusters Score -2.171834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -21610626.000000 Penalty: 5968.349609
	Iteration 0F: 3 clusters Score -2.161063e+07 nChanged 80414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -21657274.000000 Penalty: 5968.349609
	Iteration 1F: 3 clusters Score -2.165727e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -21658588.000000 Penalty: 5968.349609
	Iteration 2Q: 3 clusters Score -2.165859e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -21660134.000000 Penalty: 5968.349609
	Iteration 3Q: 3 clusters Score -2.166013e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -21663070.000000 Penalty: 5968.349609
	Iteration 4Q: 3 clusters Score -2.166307e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -21667818.000000 Penalty: 5968.349609
	Iteration 5F: 3 clusters Score -2.166782e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -21676006.000000 Penalty: 5968.349609
	Iteration 6F: 3 clusters Score -2.167601e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -21687476.000000 Penalty: 5968.349609
	Iteration 7F: 3 clusters Score -2.168748e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -21699226.000000 Penalty: 5968.349609
	Iteration 8F: 3 clusters Score -2.169923e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -21707916.000000 Penalty: 5968.349609
	Iteration 9F: 3 clusters Score -2.170792e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -21712122.000000 Penalty: 5968.349609
	Iteration 10Q: 3 clusters Score -2.171212e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -21714218.000000 Penalty: 5968.349609
	Iteration 11Q: 3 clusters Score -2.171422e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21715300.000000 Penalty: 5968.349609
	Iteration 12Q: 3 clusters Score -2.17153e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21716028.000000 Penalty: 5968.349609
	Iteration 13Q: 3 clusters Score -2.171603e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166094 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21716470.000000 Penalty: 5968.349609
	Iteration 14Q: 3 clusters Score -2.171647e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21716612.000000 Penalty: 5968.349609
	Iteration 15Q: 3 clusters Score -2.171661e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166217 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21716758.000000 Penalty: 5968.349609
	Iteration 16Q: 3 clusters Score -2.171676e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21716784.000000 Penalty: 5968.349609
	Iteration 17Q: 3 clusters Score -2.171678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21716782.000000 Penalty: 5968.349609
	Iteration 18Q: 3 clusters Score -2.171678e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21716834.000000 Penalty: 5968.349609
	Iteration 19Q: 3 clusters Score -2.171683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21716846.000000 Penalty: 5968.349609
	Iteration 20F: 3 clusters Score -2.171685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21716842.000000 Penalty: 5968.349609
	Iteration 21Q: 3 clusters Score -2.171684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166235 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21716862.000000 Penalty: 5968.349609
	Iteration 22Q: 3 clusters Score -2.171686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21716884.000000 Penalty: 5968.349609
	Iteration 23Q: 3 clusters Score -2.171688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21716870.000000 Penalty: 5968.349609
	Iteration 24Q: 3 clusters Score -2.171687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166210 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21716870.000000 Penalty: 5968.349609
	Iteration 25Q: 3 clusters Score -2.171687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21716870.000000 Penalty: 5968.349609
	Iteration 26Q: 3 clusters Score -2.171687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21716850.000000 Penalty: 5968.349609
	Iteration 27Q: 3 clusters Score -2.171685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21716858.000000 Penalty: 5968.349609
	Iteration 28Q: 3 clusters Score -2.171686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21716874.000000 Penalty: 5968.349609
	Iteration 29Q: 3 clusters Score -2.171687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166194 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21716880.000000 Penalty: 5968.349609
	Iteration 30Q: 3 clusters Score -2.171688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166194 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21716872.000000 Penalty: 5968.349609
	Iteration 31Q: 3 clusters Score -2.171687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21716878.000000 Penalty: 5968.349609
	Iteration 32Q: 3 clusters Score -2.171688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21716868.000000 Penalty: 5968.349609
	Iteration 33Q: 3 clusters Score -2.171687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21716868.000000 Penalty: 5968.349609
	Iteration 34F: 3 clusters Score -2.171687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -636549.687500 Penalty: 2109.370361
	Iteration 0F: 2 clusters Score -636549.7 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 2446 members 
Entering Unmasked Estep 
Score: -632002.250000 Penalty: 4218.740723
	Iteration 0F: 3 clusters Score -632002.2 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -633140.937500 Penalty: 4218.740723
	Iteration 1F: 3 clusters Score -633140.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -633360.937500 Penalty: 4218.740723
	Iteration 2F: 3 clusters Score -633360.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -633513.437500 Penalty: 4218.740723
	Iteration 3F: 3 clusters Score -633513.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -633654.562500 Penalty: 4218.740723
	Iteration 4Q: 3 clusters Score -633654.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -633790.000000 Penalty: 4218.740723
	Iteration 5Q: 3 clusters Score -633790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -633938.562500 Penalty: 4218.740723
	Iteration 6Q: 3 clusters Score -633938.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -634088.187500 Penalty: 4218.740723
	Iteration 7Q: 3 clusters Score -634088.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -634220.500000 Penalty: 4218.740723
	Iteration 8Q: 3 clusters Score -634220.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -634350.875000 Penalty: 4218.740723
	Iteration 9Q: 3 clusters Score -634350.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -634460.500000 Penalty: 4218.740723
	Iteration 10Q: 3 clusters Score -634460.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -634551.687500 Penalty: 4218.740723
	Iteration 11Q: 3 clusters Score -634551.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -634624.625000 Penalty: 4218.740723
	Iteration 12Q: 3 clusters Score -634624.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -634689.687500 Penalty: 4218.740723
	Iteration 13Q: 3 clusters Score -634689.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -634756.375000 Penalty: 4218.740723
	Iteration 14Q: 3 clusters Score -634756.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -634812.250000 Penalty: 4218.740723
	Iteration 15Q: 3 clusters Score -634812.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -634853.937500 Penalty: 4218.740723
	Iteration 16Q: 3 clusters Score -634853.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -634885.375000 Penalty: 4218.740723
	Iteration 17Q: 3 clusters Score -634885.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -634916.812500 Penalty: 4218.740723
	Iteration 18Q: 3 clusters Score -634916.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -634938.500000 Penalty: 4218.740723
	Iteration 19Q: 3 clusters Score -634938.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -634955.375000 Penalty: 4218.740723
	Iteration 20F: 3 clusters Score -634955.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -634965.750000 Penalty: 4218.740723
	Iteration 21Q: 3 clusters Score -634965.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -634975.062500 Penalty: 4218.740723
	Iteration 22Q: 3 clusters Score -634975.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -634984.125000 Penalty: 4218.740723
	Iteration 23Q: 3 clusters Score -634984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -634990.312500 Penalty: 4218.740723
	Iteration 24Q: 3 clusters Score -634990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -634998.500000 Penalty: 4218.740723
	Iteration 25Q: 3 clusters Score -634998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -635005.687500 Penalty: 4218.740723
	Iteration 26Q: 3 clusters Score -635005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -635011.687500 Penalty: 4218.740723
	Iteration 27Q: 3 clusters Score -635011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -635014.187500 Penalty: 4218.740723
	Iteration 28Q: 3 clusters Score -635014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -635018.062500 Penalty: 4218.740723
	Iteration 29Q: 3 clusters Score -635018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -635018.187500 Penalty: 4218.740723
	Iteration 30Q: 3 clusters Score -635018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -635019.500000 Penalty: 4218.740723
	Iteration 31Q: 3 clusters Score -635019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -635020.750000 Penalty: 4218.740723
	Iteration 32Q: 3 clusters Score -635020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -635019.562500 Penalty: 4218.740723
	Iteration 33Q: 3 clusters Score -635019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -635020.937500 Penalty: 4218.740723
	Iteration 34Q: 3 clusters Score -635020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -635020.937500 Penalty: 4218.740723
	Iteration 35F: 3 clusters Score -635020.9 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: -55888.925781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -55888.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54370.757812 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -54370.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54546.164062 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -54546.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54609.066406 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -54609.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54640.914062 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -54640.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54676.949219 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -54676.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54684.367188 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -54684.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54691.914062 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -54691.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54696.453125 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -54696.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54696.453125 Penalty: 3046.450439
	Iteration 8F: 3 clusters Score -54696.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -399718.125000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -399718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396301.656250 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -396301.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -397006.843750 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -397006.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -397190.531250 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -397190.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -397302.062500 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -397302.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -397396.656250 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -397396.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -397463.656250 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -397463.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -397529.250000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -397529.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -397584.937500 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -397584.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -397635.125000 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -397635.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -397680.406250 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -397680.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -397724.343750 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -397724.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -397770.281250 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -397770.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -397818.093750 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -397818.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -397854.343750 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -397854.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -397885.718750 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -397885.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -397924.625000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -397924.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -397953.906250 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -397953.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -397982.031250 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -397982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -398008.562500 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -398008.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -398039.125000 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -398039.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -398074.187500 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -398074.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -398107.250000 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -398107.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -398138.875000 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -398138.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -398168.218750 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -398168.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -398195.125000 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -398195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -398211.500000 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -398211.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -398228.093750 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -398228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -398245.031250 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -398245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -398258.906250 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -398258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -398269.031250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -398269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -398280.187500 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -398280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -398295.312500 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -398295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -398311.562500 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -398311.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -398327.343750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -398327.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -398347.406250 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -398347.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -398361.343750 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -398361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -398368.125000 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -398368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -398373.718750 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -398373.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -398386.031250 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -398386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -398389.625000 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -398389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -398390.250000 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -398390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -398392.156250 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -398392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -398392.656250 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -398392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -398393.250000 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -398393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -398394.250000 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -398394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -398394.250000 Penalty: 4013.143311
	Iteration 45F: 3 clusters Score -398394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 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 141 members 
Entering Unmasked Estep 
Score: -27396.796875 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27396.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27465.250000 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27465.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27511.097656 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27536.976562 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -27536.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27552.318359 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -27552.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27566.201172 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -27566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27579.740234 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -27579.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27598.812500 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -27598.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27614.074219 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -27614.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27614.074219 Penalty: 2774.976807
	Iteration 9F: 3 clusters Score -27614.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202705 members 
Entering Unmasked Estep 
Score: -26167604.000000 Penalty: 3030.437744
	Iteration 0F: 2 clusters Score -2.61676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -26035818.000000 Penalty: 6060.875488
	Iteration 0F: 3 clusters Score -2.603582e+07 nChanged 97835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -26093866.000000 Penalty: 6060.875488
	Iteration 1F: 3 clusters Score -2.609387e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -26094588.000000 Penalty: 6060.875488
	Iteration 2Q: 3 clusters Score -2.609459e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -26095586.000000 Penalty: 6060.875488
	Iteration 3Q: 3 clusters Score -2.609559e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -26097250.000000 Penalty: 6060.875488
	Iteration 4Q: 3 clusters Score -2.609725e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -26099802.000000 Penalty: 6060.875488
	Iteration 5Q: 3 clusters Score -2.60998e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -26104496.000000 Penalty: 6060.875488
	Iteration 6Q: 3 clusters Score -2.61045e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -26113140.000000 Penalty: 6060.875488
	Iteration 7F: 3 clusters Score -2.611314e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158886 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -26127192.000000 Penalty: 6060.875488
	Iteration 8F: 3 clusters Score -2.612719e+07 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -26142886.000000 Penalty: 6060.875488
	Iteration 9F: 3 clusters Score -2.614289e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -26154862.000000 Penalty: 6060.875488
	Iteration 10F: 3 clusters Score -2.615486e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197508 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -26161532.000000 Penalty: 6060.875488
	Iteration 11Q: 3 clusters Score -2.616153e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201075 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -26163946.000000 Penalty: 6060.875488
	Iteration 12Q: 3 clusters Score -2.616395e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202142 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26164662.000000 Penalty: 6060.875488
	Iteration 13Q: 3 clusters Score -2.616466e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26164842.000000 Penalty: 6060.875488
	Iteration 14Q: 3 clusters Score -2.616484e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202474 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26164954.000000 Penalty: 6060.875488
	Iteration 15Q: 3 clusters Score -2.616495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202495 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26165008.000000 Penalty: 6060.875488
	Iteration 16Q: 3 clusters Score -2.616501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202505 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26165018.000000 Penalty: 6060.875488
	Iteration 17Q: 3 clusters Score -2.616502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202511 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26165036.000000 Penalty: 6060.875488
	Iteration 18Q: 3 clusters Score -2.616504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202513 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26165034.000000 Penalty: 6060.875488
	Iteration 19Q: 3 clusters Score -2.616503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202512 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26165034.000000 Penalty: 6060.875488
	Iteration 20F: 3 clusters Score -2.616503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Entering Unmasked Estep 
Score: -8316212.500000 Penalty: 2745.647461
	Iteration 0F: 2 clusters Score -8316212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -8273025.000000 Penalty: 5491.294922
	Iteration 0F: 3 clusters Score -8273025 nChanged 29907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -8289831.000000 Penalty: 5491.294922
	Iteration 1F: 3 clusters Score -8289831 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8290795.000000 Penalty: 5491.294922
	Iteration 2Q: 3 clusters Score -8290795 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -8292250.500000 Penalty: 5491.294922
	Iteration 3F: 3 clusters Score -8292250 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8294813.500000 Penalty: 5491.294922
	Iteration 4F: 3 clusters Score -8294814 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -8298834.500000 Penalty: 5491.294922
	Iteration 5F: 3 clusters Score -8298834 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8303726.500000 Penalty: 5491.294922
	Iteration 6F: 3 clusters Score -8303726 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -8308256.000000 Penalty: 5491.294922
	Iteration 7F: 3 clusters Score -8308256 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8311111.000000 Penalty: 5491.294922
	Iteration 8Q: 3 clusters Score -8311111 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8312629.000000 Penalty: 5491.294922
	Iteration 9Q: 3 clusters Score -8312629 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8313244.500000 Penalty: 5491.294922
	Iteration 10Q: 3 clusters Score -8313244 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8313519.500000 Penalty: 5491.294922
	Iteration 11Q: 3 clusters Score -8313520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8313661.500000 Penalty: 5491.294922
	Iteration 12Q: 3 clusters Score -8313662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8313731.000000 Penalty: 5491.294922
	Iteration 13Q: 3 clusters Score -8313731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8313773.000000 Penalty: 5491.294922
	Iteration 14Q: 3 clusters Score -8313773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8313785.000000 Penalty: 5491.294922
	Iteration 15Q: 3 clusters Score -8313785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8313790.000000 Penalty: 5491.294922
	Iteration 16Q: 3 clusters Score -8313790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8313804.500000 Penalty: 5491.294922
	Iteration 17Q: 3 clusters Score -8313804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8313803.500000 Penalty: 5491.294922
	Iteration 18Q: 3 clusters Score -8313804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8313810.500000 Penalty: 5491.294922
	Iteration 19Q: 3 clusters Score -8313810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8313814.000000 Penalty: 5491.294922
	Iteration 20F: 3 clusters Score -8313814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8313825.000000 Penalty: 5491.294922
	Iteration 21Q: 3 clusters Score -8313825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8313824.000000 Penalty: 5491.294922
	Iteration 22Q: 3 clusters Score -8313824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8313836.000000 Penalty: 5491.294922
	Iteration 23Q: 3 clusters Score -8313836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8313838.000000 Penalty: 5491.294922
	Iteration 24Q: 3 clusters Score -8313838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8313839.500000 Penalty: 5491.294922
	Iteration 25Q: 3 clusters Score -8313840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8313844.500000 Penalty: 5491.294922
	Iteration 26Q: 3 clusters Score -8313844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8313847.500000 Penalty: 5491.294922
	Iteration 27Q: 3 clusters Score -8313848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8313855.000000 Penalty: 5491.294922
	Iteration 28Q: 3 clusters Score -8313855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8313867.500000 Penalty: 5491.294922
	Iteration 29Q: 3 clusters Score -8313868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8313867.000000 Penalty: 5491.294922
	Iteration 30Q: 3 clusters Score -8313867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8313867.000000 Penalty: 5491.294922
	Iteration 31F: 3 clusters Score -8313867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117679.882812 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117679.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118173.460938 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118173.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118559.000000 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118931.812500 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118931.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119141.414062 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -119141.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119249.523438 Penalty: 3453.272705
	Iteration 5F: 3 clusters Score -119249.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119311.476562 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -119311.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -119365.312500 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -119365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119384.304688 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -119384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119392.757812 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -119392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119407.148438 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -119407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119414.460938 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -119414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119419.578125 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -119419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119421.406250 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -119421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119421.406250 Penalty: 3453.272705
	Iteration 14F: 3 clusters Score -119421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Entering Unmasked Estep 
Score: -7587341.000000 Penalty: 2729.778320
	Iteration 0F: 2 clusters Score -7587341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7546817.000000 Penalty: 5459.556641
	Iteration 0F: 3 clusters Score -7546817 nChanged 27928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7562745.500000 Penalty: 5459.556641
	Iteration 1F: 3 clusters Score -7562746 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7563275.000000 Penalty: 5459.556641
	Iteration 2Q: 3 clusters Score -7563275 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -7563798.000000 Penalty: 5459.556641
	Iteration 3Q: 3 clusters Score -7563798 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -7564383.000000 Penalty: 5459.556641
	Iteration 4Q: 3 clusters Score -7564383 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -7565002.000000 Penalty: 5459.556641
	Iteration 5Q: 3 clusters Score -7565002 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7565859.500000 Penalty: 5459.556641
	Iteration 6Q: 3 clusters Score -7565860 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7567356.000000 Penalty: 5459.556641
	Iteration 7Q: 3 clusters Score -7567356 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7569464.000000 Penalty: 5459.556641
	Iteration 8F: 3 clusters Score -7569464 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -7572235.000000 Penalty: 5459.556641
	Iteration 9F: 3 clusters Score -7572235 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -7575325.000000 Penalty: 5459.556641
	Iteration 10F: 3 clusters Score -7575325 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -7578161.000000 Penalty: 5459.556641
	Iteration 11F: 3 clusters Score -7578161 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -7580297.500000 Penalty: 5459.556641
	Iteration 12Q: 3 clusters Score -7580298 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7581785.500000 Penalty: 5459.556641
	Iteration 13Q: 3 clusters Score -7581786 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7582707.500000 Penalty: 5459.556641
	Iteration 14Q: 3 clusters Score -7582708 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7583344.500000 Penalty: 5459.556641
	Iteration 15Q: 3 clusters Score -7583344 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7583825.500000 Penalty: 5459.556641
	Iteration 16Q: 3 clusters Score -7583826 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7584152.000000 Penalty: 5459.556641
	Iteration 17Q: 3 clusters Score -7584152 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7584370.000000 Penalty: 5459.556641
	Iteration 18Q: 3 clusters Score -7584370 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7584526.000000 Penalty: 5459.556641
	Iteration 19Q: 3 clusters Score -7584526 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7584625.500000 Penalty: 5459.556641
	Iteration 20F: 3 clusters Score -7584626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7584713.000000 Penalty: 5459.556641
	Iteration 21Q: 3 clusters Score -7584713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7584787.000000 Penalty: 5459.556641
	Iteration 22Q: 3 clusters Score -7584787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7584847.500000 Penalty: 5459.556641
	Iteration 23Q: 3 clusters Score -7584848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7584903.000000 Penalty: 5459.556641
	Iteration 24Q: 3 clusters Score -7584903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7584930.500000 Penalty: 5459.556641
	Iteration 25Q: 3 clusters Score -7584930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7584978.500000 Penalty: 5459.556641
	Iteration 26Q: 3 clusters Score -7584978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7584993.000000 Penalty: 5459.556641
	Iteration 27Q: 3 clusters Score -7584993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7584996.000000 Penalty: 5459.556641
	Iteration 28Q: 3 clusters Score -7584996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7585011.000000 Penalty: 5459.556641
	Iteration 29Q: 3 clusters Score -7585011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7585009.000000 Penalty: 5459.556641
	Iteration 30Q: 3 clusters Score -7585009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7585034.000000 Penalty: 5459.556641
	Iteration 31Q: 3 clusters Score -7585034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7585052.500000 Penalty: 5459.556641
	Iteration 32Q: 3 clusters Score -7585052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7585053.500000 Penalty: 5459.556641
	Iteration 33Q: 3 clusters Score -7585054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7585061.500000 Penalty: 5459.556641
	Iteration 34Q: 3 clusters Score -7585062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7585083.000000 Penalty: 5459.556641
	Iteration 35Q: 3 clusters Score -7585083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7585086.000000 Penalty: 5459.556641
	Iteration 36Q: 3 clusters Score -7585086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7585084.500000 Penalty: 5459.556641
	Iteration 37Q: 3 clusters Score -7585084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7585095.500000 Penalty: 5459.556641
	Iteration 38Q: 3 clusters Score -7585096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7585095.000000 Penalty: 5459.556641
	Iteration 39Q: 3 clusters Score -7585095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7585099.000000 Penalty: 5459.556641
	Iteration 40F: 3 clusters Score -7585099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7585097.500000 Penalty: 5459.556641
	Iteration 41Q: 3 clusters Score -7585098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7585095.500000 Penalty: 5459.556641
	Iteration 42Q: 3 clusters Score -7585096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7585101.500000 Penalty: 5459.556641
	Iteration 43Q: 3 clusters Score -7585102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7585106.500000 Penalty: 5459.556641
	Iteration 44Q: 3 clusters Score -7585106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7585104.000000 Penalty: 5459.556641
	Iteration 45Q: 3 clusters Score -7585104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7585101.500000 Penalty: 5459.556641
	Iteration 46Q: 3 clusters Score -7585102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7585111.000000 Penalty: 5459.556641
	Iteration 47Q: 3 clusters Score -7585111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7585111.500000 Penalty: 5459.556641
	Iteration 48Q: 3 clusters Score -7585112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7585111.000000 Penalty: 5459.556641
	Iteration 49Q: 3 clusters Score -7585111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7585109.500000 Penalty: 5459.556641
	Iteration 50Q: 3 clusters Score -7585110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7585109.500000 Penalty: 5459.556641
	Iteration 51F: 3 clusters Score -7585110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -427262.968750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -427263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -423835.906250 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -423835.9 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -424581.437500 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -424581.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -424736.750000 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -424736.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -424808.937500 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -424808.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424857.218750 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -424857.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -424886.843750 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -424886.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -424910.593750 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -424910.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -424931.281250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -424931.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -424947.218750 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -424947.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424957.187500 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -424957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -424961.687500 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -424961.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -424967.343750 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -424967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -424970.343750 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -424970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -424971.656250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -424971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -424973.906250 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -424973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -424976.906250 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -424976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424979.062500 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -424979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -424981.250000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -424981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -424982.937500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -424982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -424984.562500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -424984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -424984.562500 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -424984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56030.179688 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -56030.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56240.792969 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56240.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56330.285156 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -56330.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56377.382812 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56377.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56426.105469 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56426.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56469.078125 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56469.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56494.757812 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56494.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56530.062500 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56530.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56553.347656 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -56553.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56577.230469 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -56577.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56602.761719 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -56602.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56640.484375 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -56640.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56804.664062 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -56804.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56921.105469 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -56921.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56981.421875 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -56981.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57035.304688 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -57035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57065.250000 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -57065.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57102.027344 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -57102.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57150.621094 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -57150.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57224.796875 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -57224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57436.496094 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -57436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57439.929688 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -57439.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57439.929688 Penalty: 3089.341309
	Iteration 22F: 3 clusters Score -57439.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -827991.875000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -827991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -822659.687500 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -822659.7 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -823978.687500 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -823978.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -824213.500000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -824213.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -824372.312500 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -824372.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -824506.312500 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -824506.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -824606.625000 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -824606.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -824678.750000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -824678.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -824731.000000 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -824731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -824776.937500 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -824776.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -824810.375000 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -824810.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -824848.187500 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -824848.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -824880.812500 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -824880.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -824917.562500 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -824917.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -824955.375000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -824955.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -824992.937500 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -824992.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -825036.250000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -825036.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -825089.812500 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -825089.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -825152.125000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -825152.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -825218.937500 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -825218.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -825290.812500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -825290.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -825380.187500 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -825380.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -825466.937500 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -825466.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -825555.812500 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -825555.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -825648.812500 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -825648.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -825721.687500 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -825721.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -825796.250000 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -825796.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -825846.500000 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -825846.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -825876.437500 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -825876.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -825901.687500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -825901.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -825931.625000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -825931.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -825950.437500 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -825950.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -825967.750000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -825967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -825979.062500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -825979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -825986.062500 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -825986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -825995.125000 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -825995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -825999.250000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -825999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -826003.125000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -826003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -826007.062500 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -826007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -826012.812500 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -826012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -826015.687500 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -826015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -826017.312500 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -826017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -826020.250000 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -826020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -826023.062500 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -826023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -826028.187500 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -826028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -826033.062500 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -826033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -826040.437500 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -826040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -826043.812500 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -826043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -826046.687500 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -826046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -826052.562500 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -826052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -826053.500000 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -826053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -826055.250000 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -826055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -826058.062500 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -826058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -826058.250000 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -826058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -826058.250000 Penalty: 4345.029297
	Iteration 53F: 3 clusters Score -826058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Entering Unmasked Estep 
Score: -23466712.000000 Penalty: 3002.420410
	Iteration 0F: 2 clusters Score -2.346671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -23348410.000000 Penalty: 6004.840820
	Iteration 0F: 3 clusters Score -2.334841e+07 nChanged 86824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -23400318.000000 Penalty: 6004.840820
	Iteration 1F: 3 clusters Score -2.340032e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -23402034.000000 Penalty: 6004.840820
	Iteration 2Q: 3 clusters Score -2.340203e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -23404546.000000 Penalty: 6004.840820
	Iteration 3Q: 3 clusters Score -2.340455e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -23408186.000000 Penalty: 6004.840820
	Iteration 4Q: 3 clusters Score -2.340819e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -23413686.000000 Penalty: 6004.840820
	Iteration 5F: 3 clusters Score -2.341369e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -23421040.000000 Penalty: 6004.840820
	Iteration 6F: 3 clusters Score -2.342104e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -23430244.000000 Penalty: 6004.840820
	Iteration 7F: 3 clusters Score -2.343024e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -23437990.000000 Penalty: 6004.840820
	Iteration 8F: 3 clusters Score -2.343799e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -23443040.000000 Penalty: 6004.840820
	Iteration 9F: 3 clusters Score -2.344304e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -23445230.000000 Penalty: 6004.840820
	Iteration 10Q: 3 clusters Score -2.344523e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -23446350.000000 Penalty: 6004.840820
	Iteration 11Q: 3 clusters Score -2.344635e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -23446980.000000 Penalty: 6004.840820
	Iteration 12Q: 3 clusters Score -2.344698e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -23447344.000000 Penalty: 6004.840820
	Iteration 13Q: 3 clusters Score -2.344734e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -23447830.000000 Penalty: 6004.840820
	Iteration 14Q: 3 clusters Score -2.344783e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -23448084.000000 Penalty: 6004.840820
	Iteration 15Q: 3 clusters Score -2.344808e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125557 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -23448420.000000 Penalty: 6004.840820
	Iteration 16Q: 3 clusters Score -2.344842e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -23448868.000000 Penalty: 6004.840820
	Iteration 17Q: 3 clusters Score -2.344887e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -23449238.000000 Penalty: 6004.840820
	Iteration 18Q: 3 clusters Score -2.344924e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -23449544.000000 Penalty: 6004.840820
	Iteration 19Q: 3 clusters Score -2.344954e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -23449948.000000 Penalty: 6004.840820
	Iteration 20F: 3 clusters Score -2.344995e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -23450308.000000 Penalty: 6004.840820
	Iteration 21Q: 3 clusters Score -2.345031e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136484 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -23450924.000000 Penalty: 6004.840820
	Iteration 22Q: 3 clusters Score -2.345092e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138385 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -23451410.000000 Penalty: 6004.840820
	Iteration 23Q: 3 clusters Score -2.345141e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -23451786.000000 Penalty: 6004.840820
	Iteration 24Q: 3 clusters Score -2.345179e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142389 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -23452344.000000 Penalty: 6004.840820
	Iteration 25Q: 3 clusters Score -2.345234e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -23452836.000000 Penalty: 6004.840820
	Iteration 26Q: 3 clusters Score -2.345284e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -23453322.000000 Penalty: 6004.840820
	Iteration 27Q: 3 clusters Score -2.345332e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -23453928.000000 Penalty: 6004.840820
	Iteration 28Q: 3 clusters Score -2.345393e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -23454466.000000 Penalty: 6004.840820
	Iteration 29Q: 3 clusters Score -2.345447e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -23455094.000000 Penalty: 6004.840820
	Iteration 30Q: 3 clusters Score -2.345509e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -23455610.000000 Penalty: 6004.840820
	Iteration 31Q: 3 clusters Score -2.345561e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157484 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -23456346.000000 Penalty: 6004.840820
	Iteration 32Q: 3 clusters Score -2.345635e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -23457182.000000 Penalty: 6004.840820
	Iteration 33Q: 3 clusters Score -2.345718e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -23457948.000000 Penalty: 6004.840820
	Iteration 34Q: 3 clusters Score -2.345795e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163826 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -23458606.000000 Penalty: 6004.840820
	Iteration 35Q: 3 clusters Score -2.345861e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -23459310.000000 Penalty: 6004.840820
	Iteration 36Q: 3 clusters Score -2.345931e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167669 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -23460022.000000 Penalty: 6004.840820
	Iteration 37Q: 3 clusters Score -2.346002e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -23460776.000000 Penalty: 6004.840820
	Iteration 38Q: 3 clusters Score -2.346078e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -23461428.000000 Penalty: 6004.840820
	Iteration 39Q: 3 clusters Score -2.346143e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -23462102.000000 Penalty: 6004.840820
	Iteration 40F: 3 clusters Score -2.34621e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173981 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -23462690.000000 Penalty: 6004.840820
	Iteration 41Q: 3 clusters Score -2.346269e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -23463036.000000 Penalty: 6004.840820
	Iteration 42Q: 3 clusters Score -2.346304e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -23463274.000000 Penalty: 6004.840820
	Iteration 43Q: 3 clusters Score -2.346327e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -23463500.000000 Penalty: 6004.840820
	Iteration 44Q: 3 clusters Score -2.34635e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -23463638.000000 Penalty: 6004.840820
	Iteration 45Q: 3 clusters Score -2.346364e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -23463792.000000 Penalty: 6004.840820
	Iteration 46Q: 3 clusters Score -2.346379e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23463984.000000 Penalty: 6004.840820
	Iteration 47Q: 3 clusters Score -2.346398e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178749 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23464084.000000 Penalty: 6004.840820
	Iteration 48Q: 3 clusters Score -2.346408e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23464190.000000 Penalty: 6004.840820
	Iteration 49Q: 3 clusters Score -2.346419e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179188 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23464268.000000 Penalty: 6004.840820
	Iteration 50Q: 3 clusters Score -2.346427e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23464324.000000 Penalty: 6004.840820
	Iteration 51Q: 3 clusters Score -2.346432e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23464358.000000 Penalty: 6004.840820
	Iteration 52Q: 3 clusters Score -2.346436e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23464410.000000 Penalty: 6004.840820
	Iteration 53Q: 3 clusters Score -2.346441e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23464428.000000 Penalty: 6004.840820
	Iteration 54Q: 3 clusters Score -2.346443e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23464504.000000 Penalty: 6004.840820
	Iteration 55Q: 3 clusters Score -2.34645e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23464566.000000 Penalty: 6004.840820
	Iteration 56Q: 3 clusters Score -2.346457e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23464554.000000 Penalty: 6004.840820
	Iteration 57Q: 3 clusters Score -2.346455e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23464570.000000 Penalty: 6004.840820
	Iteration 58Q: 3 clusters Score -2.346457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23464558.000000 Penalty: 6004.840820
	Iteration 59Q: 3 clusters Score -2.346456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179601 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23464562.000000 Penalty: 6004.840820
	Iteration 60F: 3 clusters Score -2.346456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179610 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23464574.000000 Penalty: 6004.840820
	Iteration 61Q: 3 clusters Score -2.346457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23464584.000000 Penalty: 6004.840820
	Iteration 62Q: 3 clusters Score -2.346458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23464596.000000 Penalty: 6004.840820
	Iteration 63Q: 3 clusters Score -2.34646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179643 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23464612.000000 Penalty: 6004.840820
	Iteration 64Q: 3 clusters Score -2.346461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -23464632.000000 Penalty: 6004.840820
	Iteration 65Q: 3 clusters Score -2.346463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23464642.000000 Penalty: 6004.840820
	Iteration 66Q: 3 clusters Score -2.346464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179659 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23464644.000000 Penalty: 6004.840820
	Iteration 67Q: 3 clusters Score -2.346464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23464662.000000 Penalty: 6004.840820
	Iteration 68Q: 3 clusters Score -2.346466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23464660.000000 Penalty: 6004.840820
	Iteration 69Q: 3 clusters Score -2.346466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23464646.000000 Penalty: 6004.840820
	Iteration 70Q: 3 clusters Score -2.346465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -23464642.000000 Penalty: 6004.840820
	Iteration 71Q: 3 clusters Score -2.346464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -23464640.000000 Penalty: 6004.840820
	Iteration 72Q: 3 clusters Score -2.346464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179697 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23464650.000000 Penalty: 6004.840820
	Iteration 73Q: 3 clusters Score -2.346465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23464652.000000 Penalty: 6004.840820
	Iteration 74Q: 3 clusters Score -2.346465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179703 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23464648.000000 Penalty: 6004.840820
	Iteration 75Q: 3 clusters Score -2.346465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23464666.000000 Penalty: 6004.840820
	Iteration 76Q: 3 clusters Score -2.346467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179709 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -23464656.000000 Penalty: 6004.840820
	Iteration 77Q: 3 clusters Score -2.346466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179710 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23464660.000000 Penalty: 6004.840820
	Iteration 78Q: 3 clusters Score -2.346466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23464658.000000 Penalty: 6004.840820
	Iteration 79Q: 3 clusters Score -2.346466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23464688.000000 Penalty: 6004.840820
	Iteration 80F: 3 clusters Score -2.346469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23464704.000000 Penalty: 6004.840820
	Iteration 81Q: 3 clusters Score -2.34647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -23464690.000000 Penalty: 6004.840820
	Iteration 82Q: 3 clusters Score -2.346469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23464676.000000 Penalty: 6004.840820
	Iteration 83Q: 3 clusters Score -2.346468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23464684.000000 Penalty: 6004.840820
	Iteration 84Q: 3 clusters Score -2.346468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23464676.000000 Penalty: 6004.840820
	Iteration 85Q: 3 clusters Score -2.346468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179733 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -23464672.000000 Penalty: 6004.840820
	Iteration 86Q: 3 clusters Score -2.346467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179737 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23464670.000000 Penalty: 6004.840820
	Iteration 87Q: 3 clusters Score -2.346467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179740 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -23464662.000000 Penalty: 6004.840820
	Iteration 88Q: 3 clusters Score -2.346466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23464664.000000 Penalty: 6004.840820
	Iteration 89Q: 3 clusters Score -2.346466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23464672.000000 Penalty: 6004.840820
	Iteration 90Q: 3 clusters Score -2.346467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179741 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -23464678.000000 Penalty: 6004.840820
	Iteration 91Q: 3 clusters Score -2.346468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179742 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23464672.000000 Penalty: 6004.840820
	Iteration 92Q: 3 clusters Score -2.346467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23464688.000000 Penalty: 6004.840820
	Iteration 93Q: 3 clusters Score -2.346469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23464688.000000 Penalty: 6004.840820
	Iteration 94F: 3 clusters Score -2.346469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1429050.875000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1429051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1420461.875000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1420462 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1423083.250000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1423083 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1423421.625000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1423422 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1423654.625000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1423655 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1423826.875000 Penalty: 4630.963867
	Iteration 4Q: 3 clusters Score -1423827 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1423973.000000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1423973 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1424105.500000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1424106 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1424253.875000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1424254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1424433.000000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1424433 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1424615.000000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1424615 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1424778.125000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1424778 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1424949.000000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1424949 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1425128.250000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1425128 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1425340.125000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1425340 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1425547.875000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1425548 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1425725.625000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1425726 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1425909.375000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1425909 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1426078.500000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1426078 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1426198.125000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1426198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1426299.875000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1426300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1426396.875000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1426397 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1426480.000000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1426480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1426559.500000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1426560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1426636.750000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1426637 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1426712.750000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1426713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1426759.875000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1426760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1426800.375000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1426800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1426845.125000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1426845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1426878.875000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1426879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1426901.125000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1426901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1426931.625000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1426932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1426960.625000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1426961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1426975.750000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1426976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1427000.750000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1427001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1427011.625000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1427012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1427026.750000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1427027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1427037.875000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1427038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1427044.500000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1427044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1427058.375000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1427058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1427069.625000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1427070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1427083.000000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1427083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1427089.125000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1427089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1427101.125000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1427101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1427113.125000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1427113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1427124.375000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1427124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1427132.000000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1427132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1427139.500000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1427140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1427148.750000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1427149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1427156.750000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1427157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1427163.750000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1427164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1427166.375000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1427166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1427176.000000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1427176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1427175.500000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1427176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1427178.500000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1427178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1427183.125000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1427183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1427183.125000 Penalty: 4630.963867
	Iteration 55F: 3 clusters Score -1427183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Entering Unmasked Estep 
Score: -22920564.000000 Penalty: 2996.445312
	Iteration 0F: 2 clusters Score -2.292056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -22805030.000000 Penalty: 5992.890625
	Iteration 0F: 3 clusters Score -2.280503e+07 nChanged 84604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -22856418.000000 Penalty: 5992.890625
	Iteration 1F: 3 clusters Score -2.285642e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -22859328.000000 Penalty: 5992.890625
	Iteration 2Q: 3 clusters Score -2.285933e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -22863780.000000 Penalty: 5992.890625
	Iteration 3F: 3 clusters Score -2.286378e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -22870892.000000 Penalty: 5992.890625
	Iteration 4F: 3 clusters Score -2.287089e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 114396 members 
Entering Unmasked Estep 
Score: -22880902.000000 Penalty: 5992.890625
	Iteration 5F: 3 clusters Score -2.28809e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -22893306.000000 Penalty: 5992.890625
	Iteration 6F: 3 clusters Score -2.289331e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -22902252.000000 Penalty: 5992.890625
	Iteration 7F: 3 clusters Score -2.290225e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -22905938.000000 Penalty: 5992.890625
	Iteration 8Q: 3 clusters Score -2.290594e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -22907580.000000 Penalty: 5992.890625
	Iteration 9Q: 3 clusters Score -2.290758e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -22908490.000000 Penalty: 5992.890625
	Iteration 10Q: 3 clusters Score -2.290849e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 139688 members 
Entering Unmasked Estep 
Score: -22909512.000000 Penalty: 5992.890625
	Iteration 11Q: 3 clusters Score -2.290951e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 142136 members 
Entering Unmasked Estep 
Score: -22910422.000000 Penalty: 5992.890625
	Iteration 12Q: 3 clusters Score -2.291042e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -22911268.000000 Penalty: 5992.890625
	Iteration 13Q: 3 clusters Score -2.291127e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -22912138.000000 Penalty: 5992.890625
	Iteration 14Q: 3 clusters Score -2.291214e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -22912856.000000 Penalty: 5992.890625
	Iteration 15Q: 3 clusters Score -2.291286e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -22913464.000000 Penalty: 5992.890625
	Iteration 16Q: 3 clusters Score -2.291346e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -22913988.000000 Penalty: 5992.890625
	Iteration 17Q: 3 clusters Score -2.291399e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -22914524.000000 Penalty: 5992.890625
	Iteration 18Q: 3 clusters Score -2.291452e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -22915004.000000 Penalty: 5992.890625
	Iteration 19Q: 3 clusters Score -2.2915e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 157365 members 
Entering Unmasked Estep 
Score: -22915448.000000 Penalty: 5992.890625
	Iteration 20F: 3 clusters Score -2.291545e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -22915862.000000 Penalty: 5992.890625
	Iteration 21Q: 3 clusters Score -2.291586e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -22916242.000000 Penalty: 5992.890625
	Iteration 22Q: 3 clusters Score -2.291624e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -22916526.000000 Penalty: 5992.890625
	Iteration 23Q: 3 clusters Score -2.291653e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -22916730.000000 Penalty: 5992.890625
	Iteration 24Q: 3 clusters Score -2.291673e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -22917036.000000 Penalty: 5992.890625
	Iteration 25Q: 3 clusters Score -2.291704e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 164249 members 
Entering Unmasked Estep 
Score: -22917228.000000 Penalty: 5992.890625
	Iteration 26Q: 3 clusters Score -2.291723e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -22917376.000000 Penalty: 5992.890625
	Iteration 27Q: 3 clusters Score -2.291738e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -22917616.000000 Penalty: 5992.890625
	Iteration 28Q: 3 clusters Score -2.291762e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -22917690.000000 Penalty: 5992.890625
	Iteration 29Q: 3 clusters Score -2.291769e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -22917844.000000 Penalty: 5992.890625
	Iteration 30Q: 3 clusters Score -2.291784e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -22918006.000000 Penalty: 5992.890625
	Iteration 31Q: 3 clusters Score -2.291801e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -22917988.000000 Penalty: 5992.890625
	Iteration 32Q: 3 clusters Score -2.291799e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -22918014.000000 Penalty: 5992.890625
	Iteration 33Q: 3 clusters Score -2.291801e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 169598 members 
Entering Unmasked Estep 
Score: -22918026.000000 Penalty: 5992.890625
	Iteration 34Q: 3 clusters Score -2.291803e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -22918144.000000 Penalty: 5992.890625
	Iteration 35Q: 3 clusters Score -2.291814e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -22918192.000000 Penalty: 5992.890625
	Iteration 36Q: 3 clusters Score -2.291819e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 170704 members 
Entering Unmasked Estep 
Score: -22918260.000000 Penalty: 5992.890625
	Iteration 37Q: 3 clusters Score -2.291826e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -22918340.000000 Penalty: 5992.890625
	Iteration 38Q: 3 clusters Score -2.291834e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 171331 members 
Entering Unmasked Estep 
Score: -22918390.000000 Penalty: 5992.890625
	Iteration 39Q: 3 clusters Score -2.291839e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -22918520.000000 Penalty: 5992.890625
	Iteration 40F: 3 clusters Score -2.291852e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 171851 members 
Entering Unmasked Estep 
Score: -22918506.000000 Penalty: 5992.890625
	Iteration 41Q: 3 clusters Score -2.291851e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22918526.000000 Penalty: 5992.890625
	Iteration 42Q: 3 clusters Score -2.291853e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -22918540.000000 Penalty: 5992.890625
	Iteration 43Q: 3 clusters Score -2.291854e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -22918528.000000 Penalty: 5992.890625
	Iteration 44Q: 3 clusters Score -2.291853e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -22918576.000000 Penalty: 5992.890625
	Iteration 45Q: 3 clusters Score -2.291858e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -22918560.000000 Penalty: 5992.890625
	Iteration 46Q: 3 clusters Score -2.291856e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -22918524.000000 Penalty: 5992.890625
	Iteration 47Q: 3 clusters Score -2.291852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -22918548.000000 Penalty: 5992.890625
	Iteration 48Q: 3 clusters Score -2.291855e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -22918532.000000 Penalty: 5992.890625
	Iteration 49Q: 3 clusters Score -2.291853e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 173167 members 
Entering Unmasked Estep 
Score: -22918516.000000 Penalty: 5992.890625
	Iteration 50Q: 3 clusters Score -2.291852e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -22918542.000000 Penalty: 5992.890625
	Iteration 51Q: 3 clusters Score -2.291854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -22918516.000000 Penalty: 5992.890625
	Iteration 52Q: 3 clusters Score -2.291852e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -22918496.000000 Penalty: 5992.890625
	Iteration 53Q: 3 clusters Score -2.29185e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 173401 members 
Entering Unmasked Estep 
Score: -22918490.000000 Penalty: 5992.890625
	Iteration 54Q: 3 clusters Score -2.291849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -22918494.000000 Penalty: 5992.890625
	Iteration 55Q: 3 clusters Score -2.291849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -22918508.000000 Penalty: 5992.890625
	Iteration 56Q: 3 clusters Score -2.291851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 173555 members 
Entering Unmasked Estep 
Score: -22918482.000000 Penalty: 5992.890625
	Iteration 57Q: 3 clusters Score -2.291848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -22918524.000000 Penalty: 5992.890625
	Iteration 58Q: 3 clusters Score -2.291852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -22918518.000000 Penalty: 5992.890625
	Iteration 59Q: 3 clusters Score -2.291852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -22918540.000000 Penalty: 5992.890625
	Iteration 60F: 3 clusters Score -2.291854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -22918542.000000 Penalty: 5992.890625
	Iteration 61Q: 3 clusters Score -2.291854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 173746 members 
Entering Unmasked Estep 
Score: -22918562.000000 Penalty: 5992.890625
	Iteration 62Q: 3 clusters Score -2.291856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 173775 members 
Entering Unmasked Estep 
Score: -22918542.000000 Penalty: 5992.890625
	Iteration 63Q: 3 clusters Score -2.291854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -22918530.000000 Penalty: 5992.890625
	Iteration 64Q: 3 clusters Score -2.291853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 173839 members 
Entering Unmasked Estep 
Score: -22918556.000000 Penalty: 5992.890625
	Iteration 65Q: 3 clusters Score -2.291856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -22918578.000000 Penalty: 5992.890625
	Iteration 66Q: 3 clusters Score -2.291858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -22918568.000000 Penalty: 5992.890625
	Iteration 67Q: 3 clusters Score -2.291857e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -22918552.000000 Penalty: 5992.890625
	Iteration 68Q: 3 clusters Score -2.291855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -22918536.000000 Penalty: 5992.890625
	Iteration 69Q: 3 clusters Score -2.291854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -22918532.000000 Penalty: 5992.890625
	Iteration 70Q: 3 clusters Score -2.291853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 174084 members 
Entering Unmasked Estep 
Score: -22918546.000000 Penalty: 5992.890625
	Iteration 71Q: 3 clusters Score -2.291855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -22918548.000000 Penalty: 5992.890625
	Iteration 72Q: 3 clusters Score -2.291855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -22918576.000000 Penalty: 5992.890625
	Iteration 73Q: 3 clusters Score -2.291858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 174167 members 
Entering Unmasked Estep 
Score: -22918578.000000 Penalty: 5992.890625
	Iteration 74Q: 3 clusters Score -2.291858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 174193 members 
Entering Unmasked Estep 
Score: -22918584.000000 Penalty: 5992.890625
	Iteration 75Q: 3 clusters Score -2.291858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -22918588.000000 Penalty: 5992.890625
	Iteration 76Q: 3 clusters Score -2.291859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -22918580.000000 Penalty: 5992.890625
	Iteration 77Q: 3 clusters Score -2.291858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22918586.000000 Penalty: 5992.890625
	Iteration 78Q: 3 clusters Score -2.291859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -22918588.000000 Penalty: 5992.890625
	Iteration 79Q: 3 clusters Score -2.291859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -22918552.000000 Penalty: 5992.890625
	Iteration 80F: 3 clusters Score -2.291855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 174289 members 
Entering Unmasked Estep 
Score: -22918572.000000 Penalty: 5992.890625
	Iteration 81Q: 3 clusters Score -2.291857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -22918580.000000 Penalty: 5992.890625
	Iteration 82Q: 3 clusters Score -2.291858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -22918568.000000 Penalty: 5992.890625
	Iteration 83Q: 3 clusters Score -2.291857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -22918580.000000 Penalty: 5992.890625
	Iteration 84Q: 3 clusters Score -2.291858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -22918576.000000 Penalty: 5992.890625
	Iteration 85Q: 3 clusters Score -2.291858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -22918576.000000 Penalty: 5992.890625
	Iteration 86F: 3 clusters Score -2.291858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55678.562500 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55678.56 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55946.542969 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -55946.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56112.464844 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56112.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56515.136719 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -56515.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56695.085938 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -56695.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56765.519531 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -56765.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56810.062500 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -56810.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56852.886719 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -56852.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56881.277344 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -56881.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56893.242188 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -56893.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56899.996094 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -56900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56913.648438 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -56913.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56928.937500 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -56928.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56943.375000 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -56943.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56945.816406 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -56945.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56945.816406 Penalty: 3107.589355
	Iteration 15F: 3 clusters Score -56945.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -139475.703125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -139475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137449.843750 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -137449.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137732.781250 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -137732.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137805.937500 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -137805.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137843.078125 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -137843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137864.218750 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -137864.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137882.828125 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -137882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137890.937500 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -137890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137896.921875 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137899.468750 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137901.890625 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137904.906250 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137906.593750 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -137906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137909.578125 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -137909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137911.234375 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -137911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137911.234375 Penalty: 3495.999756
	Iteration 14F: 3 clusters Score -137911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196688 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168209 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202705 members 
Mstep: Class 11 contains 64290 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60305 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181051 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 279Q: 22 clusters Score -1.385414e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196690 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168212 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202707 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60306 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181048 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 280F: 22 clusters Score -1.385414e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196694 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168214 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202708 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60307 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181045 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 281Q: 22 clusters Score -1.385415e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196696 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168215 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202705 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60309 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181043 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 282Q: 22 clusters Score -1.385414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196700 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168216 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202702 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60310 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181041 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 283Q: 22 clusters Score -1.385414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196703 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168217 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202694 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60312 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181039 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176735 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 284Q: 22 clusters Score -1.385414e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196699 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168217 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202698 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60312 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181041 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176733 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 285Q: 22 clusters Score -1.385414e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196701 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168218 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202699 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60313 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181038 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 286Q: 22 clusters Score -1.385414e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196701 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 168219 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202695 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60314 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181039 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541376.000000 Penalty: 72410.773438
Iteration 287Q: 22 clusters Score -1.385414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196702 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168219 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202694 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60314 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181038 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 288Q: 22 clusters Score -1.385414e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196699 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168221 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202694 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181038 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 289Q: 22 clusters Score -1.385414e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196699 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168224 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202691 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181039 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 290Q: 22 clusters Score -1.385414e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196704 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168226 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202690 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181037 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 291Q: 22 clusters Score -1.385414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196706 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168228 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202688 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181035 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 72410.773438
Iteration 292Q: 22 clusters Score -1.385413e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196705 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168229 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202686 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181035 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 293Q: 22 clusters Score -1.385414e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196706 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168227 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202688 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60315 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 181035 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 294Q: 22 clusters Score -1.385414e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196706 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168227 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202690 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60316 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 181032 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 295Q: 22 clusters Score -1.385414e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196709 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168229 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202693 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60317 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181025 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 296Q: 22 clusters Score -1.385415e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196703 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168226 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202694 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60319 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181025 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 297Q: 22 clusters Score -1.385414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196700 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168228 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202691 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60321 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181024 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 298Q: 22 clusters Score -1.385414e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196704 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168226 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202685 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60323 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181022 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176738 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 299Q: 22 clusters Score -1.385414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196703 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168226 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202682 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60325 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181020 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541408.000000 Penalty: 72410.773438
Iteration 300F: 22 clusters Score -1.385414e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196708 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168229 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202681 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60324 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181014 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 176742 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 301Q: 22 clusters Score -1.385414e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196714 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168229 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202678 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60324 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181014 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176738 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 302Q: 22 clusters Score -1.385415e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196709 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168233 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202679 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181016 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 303Q: 22 clusters Score -1.385415e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196710 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168233 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202676 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181020 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 304Q: 22 clusters Score -1.385415e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196710 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168234 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202675 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181018 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541504.000000 Penalty: 72410.773438
Iteration 305Q: 22 clusters Score -1.385415e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196718 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168232 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202673 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181014 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176734 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541488.000000 Penalty: 72410.773438
Iteration 306Q: 22 clusters Score -1.385415e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196725 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168232 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202670 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181006 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176736 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 307Q: 22 clusters Score -1.385415e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196729 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168231 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202670 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176741 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541440.000000 Penalty: 72410.773438
Iteration 308Q: 22 clusters Score -1.385414e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168232 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202666 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180993 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 309Q: 22 clusters Score -1.385415e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196744 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168231 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202662 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60326 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180986 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176750 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 310Q: 22 clusters Score -1.385414e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196745 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168229 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202664 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60328 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180979 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176755 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 311Q: 22 clusters Score -1.385414e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196741 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168231 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202664 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176760 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541472.000000 Penalty: 72410.773438
Iteration 312Q: 22 clusters Score -1.385415e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196747 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168234 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202661 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180967 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176762 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541456.000000 Penalty: 72410.773438
Iteration 313Q: 22 clusters Score -1.385415e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196749 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168233 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202661 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180967 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176761 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 314Q: 22 clusters Score -1.385414e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196750 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168234 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202664 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180964 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176759 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 315Q: 22 clusters Score -1.385414e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196750 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168235 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202667 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180966 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176752 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 316Q: 22 clusters Score -1.385414e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196745 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168239 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202666 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180976 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176744 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541376.000000 Penalty: 72410.773438
Iteration 317Q: 22 clusters Score -1.385414e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196743 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168242 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202664 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180984 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 318Q: 22 clusters Score -1.385414e+08 nChanged 19
Entering ConstructFrom: 
Score: -138541392.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 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 112 members 
Entering Unmasked Estep 
Score: -21003.134766 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21003.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21172.740234 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21172.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21197.281250 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21197.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21221.314453 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21221.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21232.298828 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21243.455078 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21243.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21253.578125 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -21253.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21253.578125 Penalty: 2672.979736
	Iteration 7F: 3 clusters Score -21253.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 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 432 members 
Entering Unmasked Estep 
Score: -95067.117188 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95067.12 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95417.289062 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95417.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95573.976562 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95573.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95683.867188 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95683.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95774.000000 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95869.687500 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95869.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95926.562500 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95926.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95969.781250 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95969.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96002.335938 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -96002.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96018.976562 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -96018.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96041.320312 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -96041.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96063.101562 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -96063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96073.687500 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -96073.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96081.148438 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -96081.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96095.570312 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -96095.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96104.031250 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -96104.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96116.031250 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -96116.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96141.335938 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -96141.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96177.507812 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -96177.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96220.062500 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -96220.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96244.867188 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96244.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96288.226562 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -96288.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96301.289062 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -96301.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96315.304688 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -96315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96329.656250 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -96329.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96337.085938 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -96337.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96344.843750 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -96344.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96348.812500 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -96348.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96351.468750 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -96351.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96353.000000 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -96353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96354.914062 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -96354.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96354.914062 Penalty: 3348.546387
	Iteration 31F: 3 clusters Score -96354.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196743 members 
Entering Unmasked Estep 
Score: -25394342.000000 Penalty: 3023.033936
	Iteration 0F: 2 clusters Score -2.539434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -25267158.000000 Penalty: 6046.067871
	Iteration 0F: 3 clusters Score -2.526716e+07 nChanged 94922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -25323106.000000 Penalty: 6046.067871
	Iteration 1F: 3 clusters Score -2.532311e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -25326038.000000 Penalty: 6046.067871
	Iteration 2Q: 3 clusters Score -2.532604e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -25330474.000000 Penalty: 6046.067871
	Iteration 3Q: 3 clusters Score -2.533047e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -25337870.000000 Penalty: 6046.067871
	Iteration 4F: 3 clusters Score -2.533787e+07 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -25349378.000000 Penalty: 6046.067871
	Iteration 5F: 3 clusters Score -2.534938e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 152285 members 
Entering Unmasked Estep 
Score: -25362754.000000 Penalty: 6046.067871
	Iteration 6F: 3 clusters Score -2.536275e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -25374352.000000 Penalty: 6046.067871
	Iteration 7F: 3 clusters Score -2.537435e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -25381764.000000 Penalty: 6046.067871
	Iteration 8Q: 3 clusters Score -2.538176e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 178072 members 
Entering Unmasked Estep 
Score: -25385772.000000 Penalty: 6046.067871
	Iteration 9Q: 3 clusters Score -2.538577e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -25387752.000000 Penalty: 6046.067871
	Iteration 10Q: 3 clusters Score -2.538775e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 183627 members 
Entering Unmasked Estep 
Score: -25389392.000000 Penalty: 6046.067871
	Iteration 11Q: 3 clusters Score -2.538939e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -25390700.000000 Penalty: 6046.067871
	Iteration 12Q: 3 clusters Score -2.53907e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 186300 members 
Entering Unmasked Estep 
Score: -25391672.000000 Penalty: 6046.067871
	Iteration 13Q: 3 clusters Score -2.539167e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 187002 members 
Entering Unmasked Estep 
Score: -25392336.000000 Penalty: 6046.067871
	Iteration 14Q: 3 clusters Score -2.539234e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 187425 members 
Entering Unmasked Estep 
Score: -25392872.000000 Penalty: 6046.067871
	Iteration 15Q: 3 clusters Score -2.539287e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 187674 members 
Entering Unmasked Estep 
Score: -25393100.000000 Penalty: 6046.067871
	Iteration 16Q: 3 clusters Score -2.53931e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 187816 members 
Entering Unmasked Estep 
Score: -25393292.000000 Penalty: 6046.067871
	Iteration 17Q: 3 clusters Score -2.539329e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 187889 members 
Entering Unmasked Estep 
Score: -25393424.000000 Penalty: 6046.067871
	Iteration 18Q: 3 clusters Score -2.539342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 187961 members 
Entering Unmasked Estep 
Score: -25393492.000000 Penalty: 6046.067871
	Iteration 19Q: 3 clusters Score -2.539349e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 188005 members 
Entering Unmasked Estep 
Score: -25393524.000000 Penalty: 6046.067871
	Iteration 20F: 3 clusters Score -2.539352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 188033 members 
Entering Unmasked Estep 
Score: -25393504.000000 Penalty: 6046.067871
	Iteration 21Q: 3 clusters Score -2.53935e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 188041 members 
Entering Unmasked Estep 
Score: -25393538.000000 Penalty: 6046.067871
	Iteration 22Q: 3 clusters Score -2.539354e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 188040 members 
Entering Unmasked Estep 
Score: -25393578.000000 Penalty: 6046.067871
	Iteration 23Q: 3 clusters Score -2.539358e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 188051 members 
Entering Unmasked Estep 
Score: -25393580.000000 Penalty: 6046.067871
	Iteration 24Q: 3 clusters Score -2.539358e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 188045 members 
Entering Unmasked Estep 
Score: -25393568.000000 Penalty: 6046.067871
	Iteration 25Q: 3 clusters Score -2.539357e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 188044 members 
Entering Unmasked Estep 
Score: -25393594.000000 Penalty: 6046.067871
	Iteration 26Q: 3 clusters Score -2.539359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -25393604.000000 Penalty: 6046.067871
	Iteration 27Q: 3 clusters Score -2.53936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25393606.000000 Penalty: 6046.067871
	Iteration 28Q: 3 clusters Score -2.539361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -25393610.000000 Penalty: 6046.067871
	Iteration 29Q: 3 clusters Score -2.539361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 188011 members 
Entering Unmasked Estep 
Score: -25393586.000000 Penalty: 6046.067871
	Iteration 30Q: 3 clusters Score -2.539359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 187999 members 
Entering Unmasked Estep 
Score: -25393578.000000 Penalty: 6046.067871
	Iteration 31Q: 3 clusters Score -2.539358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 187991 members 
Entering Unmasked Estep 
Score: -25393572.000000 Penalty: 6046.067871
	Iteration 32Q: 3 clusters Score -2.539357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 187990 members 
Entering Unmasked Estep 
Score: -25393578.000000 Penalty: 6046.067871
	Iteration 33Q: 3 clusters Score -2.539358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 187990 members 
Entering Unmasked Estep 
Score: -25393570.000000 Penalty: 6046.067871
	Iteration 34Q: 3 clusters Score -2.539357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 187989 members 
Entering Unmasked Estep 
Score: -25393574.000000 Penalty: 6046.067871
	Iteration 35Q: 3 clusters Score -2.539357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -25393596.000000 Penalty: 6046.067871
	Iteration 36Q: 3 clusters Score -2.53936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 187994 members 
Entering Unmasked Estep 
Score: -25393604.000000 Penalty: 6046.067871
	Iteration 37Q: 3 clusters Score -2.53936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 187996 members 
Entering Unmasked Estep 
Score: -25393596.000000 Penalty: 6046.067871
	Iteration 38Q: 3 clusters Score -2.53936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 187996 members 
Entering Unmasked Estep 
Score: -25393600.000000 Penalty: 6046.067871
	Iteration 39Q: 3 clusters Score -2.53936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 187998 members 
Entering Unmasked Estep 
Score: -25393598.000000 Penalty: 6046.067871
	Iteration 40F: 3 clusters Score -2.53936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 188001 members 
Entering Unmasked Estep 
Score: -25393596.000000 Penalty: 6046.067871
	Iteration 41Q: 3 clusters Score -2.53936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 188005 members 
Entering Unmasked Estep 
Score: -25393620.000000 Penalty: 6046.067871
	Iteration 42Q: 3 clusters Score -2.539362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 188012 members 
Entering Unmasked Estep 
Score: -25393618.000000 Penalty: 6046.067871
	Iteration 43Q: 3 clusters Score -2.539362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 188018 members 
Entering Unmasked Estep 
Score: -25393634.000000 Penalty: 6046.067871
	Iteration 44Q: 3 clusters Score -2.539363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 188018 members 
Entering Unmasked Estep 
Score: -25393630.000000 Penalty: 6046.067871
	Iteration 45Q: 3 clusters Score -2.539363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -25393640.000000 Penalty: 6046.067871
	Iteration 46Q: 3 clusters Score -2.539364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -25393636.000000 Penalty: 6046.067871
	Iteration 47Q: 3 clusters Score -2.539364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -25393614.000000 Penalty: 6046.067871
	Iteration 48Q: 3 clusters Score -2.539361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -25393614.000000 Penalty: 6046.067871
	Iteration 49Q: 3 clusters Score -2.539361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25393614.000000 Penalty: 6046.067871
	Iteration 50Q: 3 clusters Score -2.539361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25393614.000000 Penalty: 6046.067871
	Iteration 51F: 3 clusters Score -2.539361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -973750.687500 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -973750.7 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 3904 members 
Entering Unmasked Estep 
Score: -967407.312500 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -967407.3 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -969120.000000 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -969120 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -969469.937500 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -969469.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -969749.187500 Penalty: 4455.288086
	Iteration 3F: 3 clusters Score -969749.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -970020.500000 Penalty: 4455.288086
	Iteration 4F: 3 clusters Score -970020.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -970268.375000 Penalty: 4455.288086
	Iteration 5Q: 3 clusters Score -970268.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -970543.937500 Penalty: 4455.288086
	Iteration 6Q: 3 clusters Score -970543.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -970858.875000 Penalty: 4455.288086
	Iteration 7Q: 3 clusters Score -970858.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -971128.687500 Penalty: 4455.288086
	Iteration 8Q: 3 clusters Score -971128.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -971296.000000 Penalty: 4455.288086
	Iteration 9Q: 3 clusters Score -971296 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -971412.625000 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -971412.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -971498.625000 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -971498.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -971562.812500 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -971562.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -971613.437500 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -971613.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -971663.125000 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -971663.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -971704.875000 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -971704.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -971742.875000 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -971742.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -971801.750000 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -971801.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -971867.937500 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -971867.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -971927.062500 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -971927.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -971975.750000 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -971975.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -972003.125000 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -972003.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -972023.375000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -972023.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -972039.625000 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -972039.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -972050.812500 Penalty: 4455.288086
	Iteration 24Q: 3 clusters Score -972050.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -972060.875000 Penalty: 4455.288086
	Iteration 25Q: 3 clusters Score -972060.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -972070.250000 Penalty: 4455.288086
	Iteration 26Q: 3 clusters Score -972070.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -972081.562500 Penalty: 4455.288086
	Iteration 27Q: 3 clusters Score -972081.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -972086.375000 Penalty: 4455.288086
	Iteration 28Q: 3 clusters Score -972086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -972093.625000 Penalty: 4455.288086
	Iteration 29Q: 3 clusters Score -972093.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -972100.937500 Penalty: 4455.288086
	Iteration 30Q: 3 clusters Score -972100.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -972103.500000 Penalty: 4455.288086
	Iteration 31Q: 3 clusters Score -972103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -972108.500000 Penalty: 4455.288086
	Iteration 32Q: 3 clusters Score -972108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -972110.187500 Penalty: 4455.288086
	Iteration 33Q: 3 clusters Score -972110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -972110.812500 Penalty: 4455.288086
	Iteration 34Q: 3 clusters Score -972110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -972113.750000 Penalty: 4455.288086
	Iteration 35Q: 3 clusters Score -972113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -972118.500000 Penalty: 4455.288086
	Iteration 36Q: 3 clusters Score -972118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -972120.312500 Penalty: 4455.288086
	Iteration 37Q: 3 clusters Score -972120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -972121.875000 Penalty: 4455.288086
	Iteration 38Q: 3 clusters Score -972121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -972123.625000 Penalty: 4455.288086
	Iteration 39Q: 3 clusters Score -972123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -972130.187500 Penalty: 4455.288086
	Iteration 40F: 3 clusters Score -972130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -972128.562500 Penalty: 4455.288086
	Iteration 41Q: 3 clusters Score -972128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -972129.875000 Penalty: 4455.288086
	Iteration 42Q: 3 clusters Score -972129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -972131.687500 Penalty: 4455.288086
	Iteration 43Q: 3 clusters Score -972131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -972130.062500 Penalty: 4455.288086
	Iteration 44Q: 3 clusters Score -972130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -972131.500000 Penalty: 4455.288086
	Iteration 45Q: 3 clusters Score -972131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -972131.500000 Penalty: 4455.288086
	Iteration 46F: 3 clusters Score -972131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Entering Unmasked Estep 
Score: -21722788.000000 Penalty: 2984.226318
	Iteration 0F: 2 clusters Score -2.172279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -21615146.000000 Penalty: 5968.452637
	Iteration 0F: 3 clusters Score -2.161515e+07 nChanged 80407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -21662602.000000 Penalty: 5968.452637
	Iteration 1F: 3 clusters Score -2.16626e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -21665454.000000 Penalty: 5968.452637
	Iteration 2Q: 3 clusters Score -2.166545e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -21670022.000000 Penalty: 5968.452637
	Iteration 3F: 3 clusters Score -2.167002e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -21677376.000000 Penalty: 5968.452637
	Iteration 4F: 3 clusters Score -2.167738e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -21687170.000000 Penalty: 5968.452637
	Iteration 5F: 3 clusters Score -2.168717e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 132048 members 
Entering Unmasked Estep 
Score: -21697470.000000 Penalty: 5968.452637
	Iteration 6F: 3 clusters Score -2.169747e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -21705336.000000 Penalty: 5968.452637
	Iteration 7F: 3 clusters Score -2.170534e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -21710306.000000 Penalty: 5968.452637
	Iteration 8Q: 3 clusters Score -2.171031e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -21713220.000000 Penalty: 5968.452637
	Iteration 9Q: 3 clusters Score -2.171322e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -21714754.000000 Penalty: 5968.452637
	Iteration 10Q: 3 clusters Score -2.171475e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -21716040.000000 Penalty: 5968.452637
	Iteration 11Q: 3 clusters Score -2.171604e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -21717026.000000 Penalty: 5968.452637
	Iteration 12Q: 3 clusters Score -2.171703e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -21717754.000000 Penalty: 5968.452637
	Iteration 13Q: 3 clusters Score -2.171775e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -21718368.000000 Penalty: 5968.452637
	Iteration 14Q: 3 clusters Score -2.171837e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 160779 members 
Entering Unmasked Estep 
Score: -21718872.000000 Penalty: 5968.452637
	Iteration 15Q: 3 clusters Score -2.171887e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -21719244.000000 Penalty: 5968.452637
	Iteration 16Q: 3 clusters Score -2.171924e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -21719538.000000 Penalty: 5968.452637
	Iteration 17Q: 3 clusters Score -2.171954e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -21719758.000000 Penalty: 5968.452637
	Iteration 18Q: 3 clusters Score -2.171976e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -21719896.000000 Penalty: 5968.452637
	Iteration 19Q: 3 clusters Score -2.17199e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -21720126.000000 Penalty: 5968.452637
	Iteration 20F: 3 clusters Score -2.172013e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -21720256.000000 Penalty: 5968.452637
	Iteration 21Q: 3 clusters Score -2.172026e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -21720414.000000 Penalty: 5968.452637
	Iteration 22Q: 3 clusters Score -2.172041e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -21720532.000000 Penalty: 5968.452637
	Iteration 23Q: 3 clusters Score -2.172053e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -21720608.000000 Penalty: 5968.452637
	Iteration 24Q: 3 clusters Score -2.172061e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 165302 members 
Entering Unmasked Estep 
Score: -21720674.000000 Penalty: 5968.452637
	Iteration 25Q: 3 clusters Score -2.172067e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -21720682.000000 Penalty: 5968.452637
	Iteration 26Q: 3 clusters Score -2.172068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -21720756.000000 Penalty: 5968.452637
	Iteration 27Q: 3 clusters Score -2.172076e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -21720798.000000 Penalty: 5968.452637
	Iteration 28Q: 3 clusters Score -2.17208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -21720858.000000 Penalty: 5968.452637
	Iteration 29Q: 3 clusters Score -2.172086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -21720900.000000 Penalty: 5968.452637
	Iteration 30Q: 3 clusters Score -2.17209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -21720942.000000 Penalty: 5968.452637
	Iteration 31Q: 3 clusters Score -2.172094e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -21720992.000000 Penalty: 5968.452637
	Iteration 32Q: 3 clusters Score -2.172099e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -21721016.000000 Penalty: 5968.452637
	Iteration 33Q: 3 clusters Score -2.172102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21721046.000000 Penalty: 5968.452637
	Iteration 34Q: 3 clusters Score -2.172105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -21721062.000000 Penalty: 5968.452637
	Iteration 35Q: 3 clusters Score -2.172106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 166156 members 
Entering Unmasked Estep 
Score: -21721098.000000 Penalty: 5968.452637
	Iteration 36Q: 3 clusters Score -2.17211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 166191 members 
Entering Unmasked Estep 
Score: -21721130.000000 Penalty: 5968.452637
	Iteration 37Q: 3 clusters Score -2.172113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 166224 members 
Entering Unmasked Estep 
Score: -21721168.000000 Penalty: 5968.452637
	Iteration 38Q: 3 clusters Score -2.172117e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -21721190.000000 Penalty: 5968.452637
	Iteration 39Q: 3 clusters Score -2.172119e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -21721232.000000 Penalty: 5968.452637
	Iteration 40F: 3 clusters Score -2.172123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -21721270.000000 Penalty: 5968.452637
	Iteration 41Q: 3 clusters Score -2.172127e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -21721326.000000 Penalty: 5968.452637
	Iteration 42Q: 3 clusters Score -2.172133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 166333 members 
Entering Unmasked Estep 
Score: -21721330.000000 Penalty: 5968.452637
	Iteration 43Q: 3 clusters Score -2.172133e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 166368 members 
Entering Unmasked Estep 
Score: -21721416.000000 Penalty: 5968.452637
	Iteration 44Q: 3 clusters Score -2.172142e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -21721468.000000 Penalty: 5968.452637
	Iteration 45Q: 3 clusters Score -2.172147e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -21721502.000000 Penalty: 5968.452637
	Iteration 46Q: 3 clusters Score -2.17215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -21721534.000000 Penalty: 5968.452637
	Iteration 47Q: 3 clusters Score -2.172153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -21721552.000000 Penalty: 5968.452637
	Iteration 48Q: 3 clusters Score -2.172155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -21721552.000000 Penalty: 5968.452637
	Iteration 49Q: 3 clusters Score -2.172155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -21721558.000000 Penalty: 5968.452637
	Iteration 50Q: 3 clusters Score -2.172156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -21721564.000000 Penalty: 5968.452637
	Iteration 51Q: 3 clusters Score -2.172156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -21721590.000000 Penalty: 5968.452637
	Iteration 52Q: 3 clusters Score -2.172159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -21721608.000000 Penalty: 5968.452637
	Iteration 53Q: 3 clusters Score -2.172161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 166363 members 
Entering Unmasked Estep 
Score: -21721604.000000 Penalty: 5968.452637
	Iteration 54Q: 3 clusters Score -2.17216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -21721588.000000 Penalty: 5968.452637
	Iteration 55Q: 3 clusters Score -2.172159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -21721574.000000 Penalty: 5968.452637
	Iteration 56Q: 3 clusters Score -2.172157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -21721594.000000 Penalty: 5968.452637
	Iteration 57Q: 3 clusters Score -2.172159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -21721578.000000 Penalty: 5968.452637
	Iteration 58Q: 3 clusters Score -2.172158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 166342 members 
Entering Unmasked Estep 
Score: -21721596.000000 Penalty: 5968.452637
	Iteration 59Q: 3 clusters Score -2.17216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -21721596.000000 Penalty: 5968.452637
	Iteration 60F: 3 clusters Score -2.17216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 166342 members 
Entering Unmasked Estep 
Score: -21721598.000000 Penalty: 5968.452637
	Iteration 61Q: 3 clusters Score -2.17216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 166340 members 
Entering Unmasked Estep 
Score: -21721598.000000 Penalty: 5968.452637
	Iteration 62Q: 3 clusters Score -2.17216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -21721612.000000 Penalty: 5968.452637
	Iteration 63Q: 3 clusters Score -2.172161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 166342 members 
Entering Unmasked Estep 
Score: -21721610.000000 Penalty: 5968.452637
	Iteration 64Q: 3 clusters Score -2.172161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 166340 members 
Entering Unmasked Estep 
Score: -21721618.000000 Penalty: 5968.452637
	Iteration 65Q: 3 clusters Score -2.172162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -21721624.000000 Penalty: 5968.452637
	Iteration 66Q: 3 clusters Score -2.172162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 166340 members 
Entering Unmasked Estep 
Score: -21721622.000000 Penalty: 5968.452637
	Iteration 67Q: 3 clusters Score -2.172162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -21721630.000000 Penalty: 5968.452637
	Iteration 68Q: 3 clusters Score -2.172163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -21721630.000000 Penalty: 5968.452637
	Iteration 69F: 3 clusters Score -2.172163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -636280.562500 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -636280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -631822.687500 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -631822.7 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -632875.625000 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -632875.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -633089.937500 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -633089.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -633229.937500 Penalty: 4218.539551
	Iteration 3Q: 3 clusters Score -633229.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -633325.312500 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -633325.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -633404.562500 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -633404.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -633469.625000 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -633469.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -633540.000000 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -633540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -633606.250000 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -633606.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -633663.500000 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -633663.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -633728.937500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -633728.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -633804.687500 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -633804.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -633876.000000 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -633876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -633939.750000 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -633939.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -634000.437500 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -634000.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -634048.250000 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -634048.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -634095.312500 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -634095.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -634138.312500 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -634138.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -634193.000000 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -634193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -634243.750000 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -634243.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -634277.937500 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -634277.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -634304.000000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -634304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -634321.562500 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -634321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -634333.875000 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -634333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -634346.312500 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -634346.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -634356.125000 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -634356.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -634365.375000 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -634365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -634372.187500 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -634372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -634380.562500 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -634380.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -634387.625000 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -634387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -634395.937500 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -634395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -634403.000000 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -634403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -634405.625000 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -634405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -634407.437500 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -634407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -634411.875000 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -634411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -634416.625000 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -634416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -634421.812500 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -634421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -634427.125000 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -634427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -634437.000000 Penalty: 4218.539551
	Iteration 38Q: 3 clusters Score -634437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -634446.187500 Penalty: 4218.539551
	Iteration 39Q: 3 clusters Score -634446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -634450.687500 Penalty: 4218.539551
	Iteration 40F: 3 clusters Score -634450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -634455.875000 Penalty: 4218.539551
	Iteration 41Q: 3 clusters Score -634455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -634459.937500 Penalty: 4218.539551
	Iteration 42Q: 3 clusters Score -634459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -634463.437500 Penalty: 4218.539551
	Iteration 43Q: 3 clusters Score -634463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -634466.312500 Penalty: 4218.539551
	Iteration 44Q: 3 clusters Score -634466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -634469.687500 Penalty: 4218.539551
	Iteration 45Q: 3 clusters Score -634469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -634472.562500 Penalty: 4218.539551
	Iteration 46Q: 3 clusters Score -634472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -634475.562500 Penalty: 4218.539551
	Iteration 47Q: 3 clusters Score -634475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -634477.625000 Penalty: 4218.539551
	Iteration 48Q: 3 clusters Score -634477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -634480.812500 Penalty: 4218.539551
	Iteration 49Q: 3 clusters Score -634480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -634480.812500 Penalty: 4218.539551
	Iteration 50Q: 3 clusters Score -634480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -634480.812500 Penalty: 4218.539551
	Iteration 51F: 3 clusters Score -634480.8 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: -55888.925781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -55888.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54399.433594 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -54399.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54533.292969 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -54533.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54573.066406 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -54573.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54588.046875 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -54588.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54591.769531 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -54591.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54593.593750 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -54593.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54598.089844 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -54598.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54611.160156 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -54611.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54619.957031 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -54619.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54621.449219 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -54621.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54621.449219 Penalty: 3046.450439
	Iteration 10F: 3 clusters Score -54621.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -399718.125000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -399718.1 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 1669 members 
Entering Unmasked Estep 
Score: -396251.031250 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -396251 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -396943.406250 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -396943.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -397124.875000 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -397124.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -397220.250000 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -397220.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -397300.218750 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -397300.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -397355.375000 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -397355.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -397392.250000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -397392.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -397432.812500 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -397432.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -397465.468750 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -397465.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -397496.937500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -397496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397526.062500 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -397526.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -397561.093750 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -397561.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -397604.781250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -397604.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -397644.656250 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -397644.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -397693.656250 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -397693.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -397739.656250 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -397739.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -397779.781250 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -397779.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -397818.906250 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -397818.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -397862.656250 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -397862.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -397898.093750 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -397898.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -397932.718750 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -397932.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -397974.218750 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -397974.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -398011.468750 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -398011.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -398052.187500 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -398052.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -398082.656250 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -398082.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -398107.875000 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -398107.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -398122.687500 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -398122.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -398139.812500 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -398139.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -398153.593750 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -398153.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -398165.906250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -398165.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -398178.593750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -398178.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -398189.468750 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -398189.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -398197.687500 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -398197.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -398208.500000 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -398208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -398215.125000 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -398215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -398218.000000 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -398218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -398218.562500 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -398218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -398218.687500 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -398218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398219.343750 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -398219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -398219.750000 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -398219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -398220.406250 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -398220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27413.453125 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27413.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27521.847656 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27521.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27532.568359 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27532.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27532.568359 Penalty: 2774.976807
	Iteration 3F: 3 clusters Score -27532.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Entering Unmasked Estep 
Score: -26162302.000000 Penalty: 3030.386230
	Iteration 0F: 2 clusters Score -2.61623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -26030874.000000 Penalty: 6060.772461
	Iteration 0F: 3 clusters Score -2.603087e+07 nChanged 97448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -26088272.000000 Penalty: 6060.772461
	Iteration 1F: 3 clusters Score -2.608827e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -26089578.000000 Penalty: 6060.772461
	Iteration 2Q: 3 clusters Score -2.608958e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -26091268.000000 Penalty: 6060.772461
	Iteration 3Q: 3 clusters Score -2.609127e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -26093784.000000 Penalty: 6060.772461
	Iteration 4Q: 3 clusters Score -2.609378e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -26097520.000000 Penalty: 6060.772461
	Iteration 5Q: 3 clusters Score -2.609752e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -26103080.000000 Penalty: 6060.772461
	Iteration 6F: 3 clusters Score -2.610308e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -26111836.000000 Penalty: 6060.772461
	Iteration 7F: 3 clusters Score -2.611184e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -26124450.000000 Penalty: 6060.772461
	Iteration 8F: 3 clusters Score -2.612445e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128205 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -26136184.000000 Penalty: 6060.772461
	Iteration 9F: 3 clusters Score -2.613618e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131264 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -26142666.000000 Penalty: 6060.772461
	Iteration 10F: 3 clusters Score -2.614267e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -26145444.000000 Penalty: 6060.772461
	Iteration 11Q: 3 clusters Score -2.614544e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -26147236.000000 Penalty: 6060.772461
	Iteration 12Q: 3 clusters Score -2.614724e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -26148758.000000 Penalty: 6060.772461
	Iteration 13Q: 3 clusters Score -2.614876e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -26150148.000000 Penalty: 6060.772461
	Iteration 14Q: 3 clusters Score -2.615015e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -26151284.000000 Penalty: 6060.772461
	Iteration 15Q: 3 clusters Score -2.615128e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -26152316.000000 Penalty: 6060.772461
	Iteration 16Q: 3 clusters Score -2.615232e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146226 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -26153134.000000 Penalty: 6060.772461
	Iteration 17Q: 3 clusters Score -2.615313e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -26153806.000000 Penalty: 6060.772461
	Iteration 18Q: 3 clusters Score -2.615381e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -26154450.000000 Penalty: 6060.772461
	Iteration 19Q: 3 clusters Score -2.615445e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -26155084.000000 Penalty: 6060.772461
	Iteration 20F: 3 clusters Score -2.615508e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -26155652.000000 Penalty: 6060.772461
	Iteration 21Q: 3 clusters Score -2.615565e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -26156180.000000 Penalty: 6060.772461
	Iteration 22Q: 3 clusters Score -2.615618e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -26156658.000000 Penalty: 6060.772461
	Iteration 23Q: 3 clusters Score -2.615666e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -26156978.000000 Penalty: 6060.772461
	Iteration 24Q: 3 clusters Score -2.615698e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -26157408.000000 Penalty: 6060.772461
	Iteration 25Q: 3 clusters Score -2.615741e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159047 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -26157716.000000 Penalty: 6060.772461
	Iteration 26Q: 3 clusters Score -2.615772e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -26158058.000000 Penalty: 6060.772461
	Iteration 27Q: 3 clusters Score -2.615806e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161347 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -26158292.000000 Penalty: 6060.772461
	Iteration 28Q: 3 clusters Score -2.615829e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162435 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -26158518.000000 Penalty: 6060.772461
	Iteration 29Q: 3 clusters Score -2.615852e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -26158710.000000 Penalty: 6060.772461
	Iteration 30Q: 3 clusters Score -2.615871e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -26159052.000000 Penalty: 6060.772461
	Iteration 31Q: 3 clusters Score -2.615905e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -26159378.000000 Penalty: 6060.772461
	Iteration 32Q: 3 clusters Score -2.615938e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -26159764.000000 Penalty: 6060.772461
	Iteration 33Q: 3 clusters Score -2.615976e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168162 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -26160144.000000 Penalty: 6060.772461
	Iteration 34Q: 3 clusters Score -2.616014e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -26160584.000000 Penalty: 6060.772461
	Iteration 35Q: 3 clusters Score -2.616058e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -26160932.000000 Penalty: 6060.772461
	Iteration 36Q: 3 clusters Score -2.616093e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -26161256.000000 Penalty: 6060.772461
	Iteration 37Q: 3 clusters Score -2.616126e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -26161504.000000 Penalty: 6060.772461
	Iteration 38Q: 3 clusters Score -2.61615e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -26161652.000000 Penalty: 6060.772461
	Iteration 39Q: 3 clusters Score -2.616165e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176280 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -26161920.000000 Penalty: 6060.772461
	Iteration 40F: 3 clusters Score -2.616192e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -26162024.000000 Penalty: 6060.772461
	Iteration 41Q: 3 clusters Score -2.616202e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -26162026.000000 Penalty: 6060.772461
	Iteration 42Q: 3 clusters Score -2.616203e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -26162074.000000 Penalty: 6060.772461
	Iteration 43Q: 3 clusters Score -2.616207e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -26162068.000000 Penalty: 6060.772461
	Iteration 44Q: 3 clusters Score -2.616207e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182358 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -26162054.000000 Penalty: 6060.772461
	Iteration 45Q: 3 clusters Score -2.616205e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -26161998.000000 Penalty: 6060.772461
	Iteration 46Q: 3 clusters Score -2.6162e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184370 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -26161948.000000 Penalty: 6060.772461
	Iteration 47Q: 3 clusters Score -2.616195e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185308 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -26161992.000000 Penalty: 6060.772461
	Iteration 48Q: 3 clusters Score -2.616199e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186191 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -26162052.000000 Penalty: 6060.772461
	Iteration 49Q: 3 clusters Score -2.616205e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -26162154.000000 Penalty: 6060.772461
	Iteration 50Q: 3 clusters Score -2.616215e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187856 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -26162168.000000 Penalty: 6060.772461
	Iteration 51Q: 3 clusters Score -2.616217e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -26162026.000000 Penalty: 6060.772461
	Iteration 52Q: 3 clusters Score -2.616203e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189312 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -26162010.000000 Penalty: 6060.772461
	Iteration 53Q: 3 clusters Score -2.616201e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190026 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -26161886.000000 Penalty: 6060.772461
	Iteration 54Q: 3 clusters Score -2.616189e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190722 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -26161858.000000 Penalty: 6060.772461
	Iteration 55Q: 3 clusters Score -2.616186e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -26161716.000000 Penalty: 6060.772461
	Iteration 56Q: 3 clusters Score -2.616172e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -26161512.000000 Penalty: 6060.772461
	Iteration 57Q: 3 clusters Score -2.616151e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192577 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -26161498.000000 Penalty: 6060.772461
	Iteration 58Q: 3 clusters Score -2.61615e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -26161582.000000 Penalty: 6060.772461
	Iteration 59Q: 3 clusters Score -2.616158e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193660 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -26161476.000000 Penalty: 6060.772461
	Iteration 60F: 3 clusters Score -2.616148e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194142 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -26161364.000000 Penalty: 6060.772461
	Iteration 61Q: 3 clusters Score -2.616136e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194607 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -26161260.000000 Penalty: 6060.772461
	Iteration 62Q: 3 clusters Score -2.616126e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195035 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -26161244.000000 Penalty: 6060.772461
	Iteration 63Q: 3 clusters Score -2.616124e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195427 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -26161196.000000 Penalty: 6060.772461
	Iteration 64Q: 3 clusters Score -2.61612e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195794 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -26161172.000000 Penalty: 6060.772461
	Iteration 65Q: 3 clusters Score -2.616117e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196147 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -26161168.000000 Penalty: 6060.772461
	Iteration 66Q: 3 clusters Score -2.616117e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -26161026.000000 Penalty: 6060.772461
	Iteration 67Q: 3 clusters Score -2.616103e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -26160990.000000 Penalty: 6060.772461
	Iteration 68Q: 3 clusters Score -2.616099e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196999 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -26160956.000000 Penalty: 6060.772461
	Iteration 69Q: 3 clusters Score -2.616096e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -26160914.000000 Penalty: 6060.772461
	Iteration 70Q: 3 clusters Score -2.616091e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197503 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -26160850.000000 Penalty: 6060.772461
	Iteration 71Q: 3 clusters Score -2.616085e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197740 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26160820.000000 Penalty: 6060.772461
	Iteration 72Q: 3 clusters Score -2.616082e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197955 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -26160830.000000 Penalty: 6060.772461
	Iteration 73Q: 3 clusters Score -2.616083e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198138 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -26160814.000000 Penalty: 6060.772461
	Iteration 74Q: 3 clusters Score -2.616081e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -26160778.000000 Penalty: 6060.772461
	Iteration 75Q: 3 clusters Score -2.616078e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198503 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -26160768.000000 Penalty: 6060.772461
	Iteration 76Q: 3 clusters Score -2.616077e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -26160774.000000 Penalty: 6060.772461
	Iteration 77Q: 3 clusters Score -2.616077e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -26160692.000000 Penalty: 6060.772461
	Iteration 78Q: 3 clusters Score -2.616069e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198979 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -26160654.000000 Penalty: 6060.772461
	Iteration 79Q: 3 clusters Score -2.616065e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199113 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -26160682.000000 Penalty: 6060.772461
	Iteration 80F: 3 clusters Score -2.616068e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199244 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -26160692.000000 Penalty: 6060.772461
	Iteration 81Q: 3 clusters Score -2.616069e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199374 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -26160682.000000 Penalty: 6060.772461
	Iteration 82Q: 3 clusters Score -2.616068e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199481 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -26160648.000000 Penalty: 6060.772461
	Iteration 83Q: 3 clusters Score -2.616065e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199575 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26160606.000000 Penalty: 6060.772461
	Iteration 84Q: 3 clusters Score -2.616061e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199670 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -26160652.000000 Penalty: 6060.772461
	Iteration 85Q: 3 clusters Score -2.616065e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199749 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -26160600.000000 Penalty: 6060.772461
	Iteration 86Q: 3 clusters Score -2.61606e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199831 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -26160602.000000 Penalty: 6060.772461
	Iteration 87Q: 3 clusters Score -2.61606e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199907 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -26160586.000000 Penalty: 6060.772461
	Iteration 88Q: 3 clusters Score -2.616059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -26160632.000000 Penalty: 6060.772461
	Iteration 89Q: 3 clusters Score -2.616063e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200044 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -26160602.000000 Penalty: 6060.772461
	Iteration 90Q: 3 clusters Score -2.61606e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200112 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -26160618.000000 Penalty: 6060.772461
	Iteration 91Q: 3 clusters Score -2.616062e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -26160614.000000 Penalty: 6060.772461
	Iteration 92Q: 3 clusters Score -2.616061e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -26160548.000000 Penalty: 6060.772461
	Iteration 93Q: 3 clusters Score -2.616055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200286 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26160544.000000 Penalty: 6060.772461
	Iteration 94Q: 3 clusters Score -2.616054e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200345 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -26160540.000000 Penalty: 6060.772461
	Iteration 95Q: 3 clusters Score -2.616054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200410 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -26160558.000000 Penalty: 6060.772461
	Iteration 96Q: 3 clusters Score -2.616056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200463 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26160536.000000 Penalty: 6060.772461
	Iteration 97Q: 3 clusters Score -2.616054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -26160494.000000 Penalty: 6060.772461
	Iteration 98Q: 3 clusters Score -2.616049e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200554 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -26160548.000000 Penalty: 6060.772461
	Iteration 99Q: 3 clusters Score -2.616055e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200612 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -26160526.000000 Penalty: 6060.772461
	Iteration 100F: 3 clusters Score -2.616053e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200664 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -26160496.000000 Penalty: 6060.772461
	Iteration 101Q: 3 clusters Score -2.61605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200707 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -26160510.000000 Penalty: 6060.772461
	Iteration 102Q: 3 clusters Score -2.616051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -26160554.000000 Penalty: 6060.772461
	Iteration 103Q: 3 clusters Score -2.616055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200779 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -26160528.000000 Penalty: 6060.772461
	Iteration 104Q: 3 clusters Score -2.616053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200811 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -26160526.000000 Penalty: 6060.772461
	Iteration 105Q: 3 clusters Score -2.616053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200858 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -26160500.000000 Penalty: 6060.772461
	Iteration 106Q: 3 clusters Score -2.61605e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200916 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6060.772461
	Iteration 107Q: 3 clusters Score -2.616047e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200955 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -26160474.000000 Penalty: 6060.772461
	Iteration 108Q: 3 clusters Score -2.616047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200990 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -26160490.000000 Penalty: 6060.772461
	Iteration 109Q: 3 clusters Score -2.616049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201019 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -26160476.000000 Penalty: 6060.772461
	Iteration 110Q: 3 clusters Score -2.616048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201037 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -26160476.000000 Penalty: 6060.772461
	Iteration 111Q: 3 clusters Score -2.616048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201058 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -26160484.000000 Penalty: 6060.772461
	Iteration 112Q: 3 clusters Score -2.616048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201073 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -26160486.000000 Penalty: 6060.772461
	Iteration 113Q: 3 clusters Score -2.616049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201089 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26160480.000000 Penalty: 6060.772461
	Iteration 114Q: 3 clusters Score -2.616048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6060.772461
	Iteration 115Q: 3 clusters Score -2.616047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201117 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26160448.000000 Penalty: 6060.772461
	Iteration 116Q: 3 clusters Score -2.616045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201130 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -26160446.000000 Penalty: 6060.772461
	Iteration 117Q: 3 clusters Score -2.616045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201145 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -26160428.000000 Penalty: 6060.772461
	Iteration 118Q: 3 clusters Score -2.616043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201154 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -26160422.000000 Penalty: 6060.772461
	Iteration 119Q: 3 clusters Score -2.616042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201162 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26160412.000000 Penalty: 6060.772461
	Iteration 120F: 3 clusters Score -2.616041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201172 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6060.772461
	Iteration 121Q: 3 clusters Score -2.616042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201179 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -26160440.000000 Penalty: 6060.772461
	Iteration 122Q: 3 clusters Score -2.616044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201188 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -26160434.000000 Penalty: 6060.772461
	Iteration 123Q: 3 clusters Score -2.616043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201201 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -26160432.000000 Penalty: 6060.772461
	Iteration 124Q: 3 clusters Score -2.616043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201216 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -26160428.000000 Penalty: 6060.772461
	Iteration 125Q: 3 clusters Score -2.616043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201228 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -26160434.000000 Penalty: 6060.772461
	Iteration 126Q: 3 clusters Score -2.616043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201240 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6060.772461
	Iteration 127Q: 3 clusters Score -2.616042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201245 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -26160444.000000 Penalty: 6060.772461
	Iteration 128Q: 3 clusters Score -2.616044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201250 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -26160456.000000 Penalty: 6060.772461
	Iteration 129Q: 3 clusters Score -2.616046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201253 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6060.772461
	Iteration 130Q: 3 clusters Score -2.616047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201259 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26160454.000000 Penalty: 6060.772461
	Iteration 131Q: 3 clusters Score -2.616045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -26160446.000000 Penalty: 6060.772461
	Iteration 132Q: 3 clusters Score -2.616045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201275 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -26160470.000000 Penalty: 6060.772461
	Iteration 133Q: 3 clusters Score -2.616047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201282 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -26160478.000000 Penalty: 6060.772461
	Iteration 134Q: 3 clusters Score -2.616048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201290 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26160462.000000 Penalty: 6060.772461
	Iteration 135Q: 3 clusters Score -2.616046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26160442.000000 Penalty: 6060.772461
	Iteration 136Q: 3 clusters Score -2.616044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201300 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6060.772461
	Iteration 137Q: 3 clusters Score -2.616042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201306 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -26160410.000000 Penalty: 6060.772461
	Iteration 138Q: 3 clusters Score -2.616041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201310 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26160416.000000 Penalty: 6060.772461
	Iteration 139Q: 3 clusters Score -2.616042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201311 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26160420.000000 Penalty: 6060.772461
	Iteration 140F: 3 clusters Score -2.616042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Entering Unmasked Estep 
Score: -8316098.500000 Penalty: 2745.643799
	Iteration 0F: 2 clusters Score -8316098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -8272945.000000 Penalty: 5491.287598
	Iteration 0F: 3 clusters Score -8272945 nChanged 30011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -8289625.000000 Penalty: 5491.287598
	Iteration 1F: 3 clusters Score -8289625 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -8290242.000000 Penalty: 5491.287598
	Iteration 2Q: 3 clusters Score -8290242 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -8291012.500000 Penalty: 5491.287598
	Iteration 3Q: 3 clusters Score -8291012 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8291967.500000 Penalty: 5491.287598
	Iteration 4Q: 3 clusters Score -8291968 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8293277.000000 Penalty: 5491.287598
	Iteration 5Q: 3 clusters Score -8293277 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -8295068.500000 Penalty: 5491.287598
	Iteration 6F: 3 clusters Score -8295068 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8297336.500000 Penalty: 5491.287598
	Iteration 7F: 3 clusters Score -8297336 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -8300156.000000 Penalty: 5491.287598
	Iteration 8F: 3 clusters Score -8300156 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -8303159.000000 Penalty: 5491.287598
	Iteration 9F: 3 clusters Score -8303159 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -8306158.000000 Penalty: 5491.287598
	Iteration 10F: 3 clusters Score -8306158 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -8308722.500000 Penalty: 5491.287598
	Iteration 11Q: 3 clusters Score -8308722 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -8310624.000000 Penalty: 5491.287598
	Iteration 12Q: 3 clusters Score -8310624 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -8311884.000000 Penalty: 5491.287598
	Iteration 13Q: 3 clusters Score -8311884 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -8312604.500000 Penalty: 5491.287598
	Iteration 14Q: 3 clusters Score -8312604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -8313091.000000 Penalty: 5491.287598
	Iteration 15Q: 3 clusters Score -8313091 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8313359.000000 Penalty: 5491.287598
	Iteration 16Q: 3 clusters Score -8313359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -8313493.000000 Penalty: 5491.287598
	Iteration 17Q: 3 clusters Score -8313493 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -8313581.000000 Penalty: 5491.287598
	Iteration 18Q: 3 clusters Score -8313581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -8313634.000000 Penalty: 5491.287598
	Iteration 19Q: 3 clusters Score -8313634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -8313675.000000 Penalty: 5491.287598
	Iteration 20F: 3 clusters Score -8313675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8313691.500000 Penalty: 5491.287598
	Iteration 21Q: 3 clusters Score -8313692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -8313723.500000 Penalty: 5491.287598
	Iteration 22Q: 3 clusters Score -8313724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -8313741.000000 Penalty: 5491.287598
	Iteration 23Q: 3 clusters Score -8313741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -8313749.000000 Penalty: 5491.287598
	Iteration 24Q: 3 clusters Score -8313749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -8313750.000000 Penalty: 5491.287598
	Iteration 25Q: 3 clusters Score -8313750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8313766.500000 Penalty: 5491.287598
	Iteration 26Q: 3 clusters Score -8313766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -8313769.500000 Penalty: 5491.287598
	Iteration 27Q: 3 clusters Score -8313770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -8313771.500000 Penalty: 5491.287598
	Iteration 28Q: 3 clusters Score -8313772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -8313766.500000 Penalty: 5491.287598
	Iteration 29Q: 3 clusters Score -8313766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -8313778.500000 Penalty: 5491.287598
	Iteration 30Q: 3 clusters Score -8313778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -8313779.000000 Penalty: 5491.287598
	Iteration 31Q: 3 clusters Score -8313779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -8313783.500000 Penalty: 5491.287598
	Iteration 32Q: 3 clusters Score -8313784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -8313787.000000 Penalty: 5491.287598
	Iteration 33Q: 3 clusters Score -8313787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -8313789.000000 Penalty: 5491.287598
	Iteration 34Q: 3 clusters Score -8313789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -8313792.000000 Penalty: 5491.287598
	Iteration 35Q: 3 clusters Score -8313792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -8313792.000000 Penalty: 5491.287598
	Iteration 36Q: 3 clusters Score -8313792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -8313792.500000 Penalty: 5491.287598
	Iteration 37Q: 3 clusters Score -8313792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -8313792.500000 Penalty: 5491.287598
	Iteration 38F: 3 clusters Score -8313792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117661.617188 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117661.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118064.539062 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118064.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118238.640625 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118238.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118371.039062 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118500.523438 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -118500.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118607.000000 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -118607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118675.656250 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -118675.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118763.882812 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -118763.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118908.007812 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -118908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119229.437500 Penalty: 3453.272705
	Iteration 9F: 3 clusters Score -119229.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120006.875000 Penalty: 3453.272705
	Iteration 10F: 3 clusters Score -120006.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120345.015625 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -120345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120357.890625 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -120357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120363.335938 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -120363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120364.554688 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -120364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120365.609375 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120365.609375 Penalty: 3453.272705
	Iteration 16F: 3 clusters Score -120365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196743 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168244 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180988 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 450 members 
Entering Unmasked Estep 
Score: -138540320.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541392.000000 to -138540320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Entering Unmasked Estep 
Score: -7590409.000000 Penalty: 2729.876953
	Iteration 0F: 2 clusters Score -7590409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -7549888.000000 Penalty: 5459.753906
	Iteration 0F: 3 clusters Score -7549888 nChanged 28153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7565249.000000 Penalty: 5459.753906
	Iteration 1F: 3 clusters Score -7565249 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -7565722.000000 Penalty: 5459.753906
	Iteration 2Q: 3 clusters Score -7565722 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7566066.000000 Penalty: 5459.753906
	Iteration 3Q: 3 clusters Score -7566066 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -7566430.500000 Penalty: 5459.753906
	Iteration 4Q: 3 clusters Score -7566430 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -7566784.500000 Penalty: 5459.753906
	Iteration 5Q: 3 clusters Score -7566784 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -7567192.000000 Penalty: 5459.753906
	Iteration 6Q: 3 clusters Score -7567192 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -7567762.000000 Penalty: 5459.753906
	Iteration 7Q: 3 clusters Score -7567762 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7568590.500000 Penalty: 5459.753906
	Iteration 8Q: 3 clusters Score -7568590 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7570030.000000 Penalty: 5459.753906
	Iteration 9Q: 3 clusters Score -7570030 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -7572651.500000 Penalty: 5459.753906
	Iteration 10F: 3 clusters Score -7572652 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -7576838.000000 Penalty: 5459.753906
	Iteration 11F: 3 clusters Score -7576838 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7581848.500000 Penalty: 5459.753906
	Iteration 12F: 3 clusters Score -7581848 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7585527.000000 Penalty: 5459.753906
	Iteration 13F: 3 clusters Score -7585527 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7587171.500000 Penalty: 5459.753906
	Iteration 14Q: 3 clusters Score -7587172 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7587652.500000 Penalty: 5459.753906
	Iteration 15Q: 3 clusters Score -7587652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7587821.000000 Penalty: 5459.753906
	Iteration 16Q: 3 clusters Score -7587821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7587905.000000 Penalty: 5459.753906
	Iteration 17Q: 3 clusters Score -7587905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7587941.500000 Penalty: 5459.753906
	Iteration 18Q: 3 clusters Score -7587942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7587947.000000 Penalty: 5459.753906
	Iteration 19Q: 3 clusters Score -7587947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7587966.500000 Penalty: 5459.753906
	Iteration 20F: 3 clusters Score -7587966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7587979.500000 Penalty: 5459.753906
	Iteration 21Q: 3 clusters Score -7587980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7587982.500000 Penalty: 5459.753906
	Iteration 22Q: 3 clusters Score -7587982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7587989.000000 Penalty: 5459.753906
	Iteration 23Q: 3 clusters Score -7587989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7587998.500000 Penalty: 5459.753906
	Iteration 24Q: 3 clusters Score -7587998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7587998.500000 Penalty: 5459.753906
	Iteration 25F: 3 clusters Score -7587998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -427262.968750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -427263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -423801.437500 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -423801.4 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424500.843750 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -424500.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -424660.187500 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -424660.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -424726.000000 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -424726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424773.406250 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -424773.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -424808.687500 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -424808.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424838.000000 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -424838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -424864.906250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -424864.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -424884.031250 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -424884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -424896.937500 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -424896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424910.156250 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -424910.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -424918.812500 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -424918.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -424928.031250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -424928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -424940.406250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -424940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424950.968750 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -424951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -424960.062500 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -424960.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -424965.812500 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -424965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -424969.343750 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -424969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -424973.687500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -424973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -424976.031250 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -424976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -424980.312500 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -424980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -424985.187500 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -424985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -424989.343750 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -424989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -424992.000000 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -424992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -424993.406250 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -424993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -424994.718750 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -424994.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -424999.562500 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -424999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -425003.500000 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -425003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425006.562500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -425006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -425008.562500 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -425008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425008.687500 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -425008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425008.687500 Penalty: 4019.783203
	Iteration 31F: 3 clusters Score -425008.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56039.195312 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -56039.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56244.695312 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56244.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56310.792969 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -56310.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56339.621094 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56339.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56358.234375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56358.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56382.855469 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56382.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56390.371094 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56390.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56396.347656 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56396.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56401.921875 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -56401.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56406.921875 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -56406.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56414.218750 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -56414.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56416.269531 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -56416.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56416.269531 Penalty: 3089.341309
	Iteration 12F: 3 clusters Score -56416.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -828250.687500 Penalty: 2172.592285
	Iteration 0F: 2 clusters Score -828250.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -822826.250000 Penalty: 4345.184570
	Iteration 0F: 3 clusters Score -822826.2 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -824214.062500 Penalty: 4345.184570
	Iteration 1F: 3 clusters Score -824214.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -824430.125000 Penalty: 4345.184570
	Iteration 2F: 3 clusters Score -824430.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -824563.500000 Penalty: 4345.184570
	Iteration 3Q: 3 clusters Score -824563.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -824659.375000 Penalty: 4345.184570
	Iteration 4Q: 3 clusters Score -824659.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -824725.437500 Penalty: 4345.184570
	Iteration 5Q: 3 clusters Score -824725.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -824771.875000 Penalty: 4345.184570
	Iteration 6Q: 3 clusters Score -824771.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -824813.625000 Penalty: 4345.184570
	Iteration 7Q: 3 clusters Score -824813.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -824848.750000 Penalty: 4345.184570
	Iteration 8Q: 3 clusters Score -824848.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -824880.187500 Penalty: 4345.184570
	Iteration 9Q: 3 clusters Score -824880.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -824905.375000 Penalty: 4345.184570
	Iteration 10Q: 3 clusters Score -824905.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -824919.937500 Penalty: 4345.184570
	Iteration 11Q: 3 clusters Score -824919.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -824937.687500 Penalty: 4345.184570
	Iteration 12Q: 3 clusters Score -824937.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -824959.812500 Penalty: 4345.184570
	Iteration 13Q: 3 clusters Score -824959.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -824978.125000 Penalty: 4345.184570
	Iteration 14Q: 3 clusters Score -824978.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -824995.937500 Penalty: 4345.184570
	Iteration 15Q: 3 clusters Score -824995.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -825011.625000 Penalty: 4345.184570
	Iteration 16Q: 3 clusters Score -825011.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -825032.812500 Penalty: 4345.184570
	Iteration 17Q: 3 clusters Score -825032.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -825053.000000 Penalty: 4345.184570
	Iteration 18Q: 3 clusters Score -825053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -825071.937500 Penalty: 4345.184570
	Iteration 19Q: 3 clusters Score -825071.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -825085.875000 Penalty: 4345.184570
	Iteration 20F: 3 clusters Score -825085.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -825112.000000 Penalty: 4345.184570
	Iteration 21Q: 3 clusters Score -825112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -825138.312500 Penalty: 4345.184570
	Iteration 22Q: 3 clusters Score -825138.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -825160.312500 Penalty: 4345.184570
	Iteration 23Q: 3 clusters Score -825160.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -825182.375000 Penalty: 4345.184570
	Iteration 24Q: 3 clusters Score -825182.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -825202.937500 Penalty: 4345.184570
	Iteration 25Q: 3 clusters Score -825202.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -825223.062500 Penalty: 4345.184570
	Iteration 26Q: 3 clusters Score -825223.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -825241.937500 Penalty: 4345.184570
	Iteration 27Q: 3 clusters Score -825241.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -825264.687500 Penalty: 4345.184570
	Iteration 28Q: 3 clusters Score -825264.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -825280.187500 Penalty: 4345.184570
	Iteration 29Q: 3 clusters Score -825280.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -825299.750000 Penalty: 4345.184570
	Iteration 30Q: 3 clusters Score -825299.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -825320.250000 Penalty: 4345.184570
	Iteration 31Q: 3 clusters Score -825320.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -825346.937500 Penalty: 4345.184570
	Iteration 32Q: 3 clusters Score -825346.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -825370.437500 Penalty: 4345.184570
	Iteration 33Q: 3 clusters Score -825370.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -825399.500000 Penalty: 4345.184570
	Iteration 34Q: 3 clusters Score -825399.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -825437.625000 Penalty: 4345.184570
	Iteration 35Q: 3 clusters Score -825437.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -825485.562500 Penalty: 4345.184570
	Iteration 36Q: 3 clusters Score -825485.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -825563.375000 Penalty: 4345.184570
	Iteration 37Q: 3 clusters Score -825563.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -825640.875000 Penalty: 4345.184570
	Iteration 38Q: 3 clusters Score -825640.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -825719.625000 Penalty: 4345.184570
	Iteration 39Q: 3 clusters Score -825719.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -825818.562500 Penalty: 4345.184570
	Iteration 40F: 3 clusters Score -825818.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -825913.000000 Penalty: 4345.184570
	Iteration 41Q: 3 clusters Score -825913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -825987.187500 Penalty: 4345.184570
	Iteration 42Q: 3 clusters Score -825987.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -826047.437500 Penalty: 4345.184570
	Iteration 43Q: 3 clusters Score -826047.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -826088.250000 Penalty: 4345.184570
	Iteration 44Q: 3 clusters Score -826088.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -826122.250000 Penalty: 4345.184570
	Iteration 45Q: 3 clusters Score -826122.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -826151.437500 Penalty: 4345.184570
	Iteration 46Q: 3 clusters Score -826151.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -826184.062500 Penalty: 4345.184570
	Iteration 47Q: 3 clusters Score -826184.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -826200.125000 Penalty: 4345.184570
	Iteration 48Q: 3 clusters Score -826200.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -826210.625000 Penalty: 4345.184570
	Iteration 49Q: 3 clusters Score -826210.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -826222.875000 Penalty: 4345.184570
	Iteration 50Q: 3 clusters Score -826222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -826230.312500 Penalty: 4345.184570
	Iteration 51Q: 3 clusters Score -826230.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -826238.500000 Penalty: 4345.184570
	Iteration 52Q: 3 clusters Score -826238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -826247.687500 Penalty: 4345.184570
	Iteration 53Q: 3 clusters Score -826247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -826251.375000 Penalty: 4345.184570
	Iteration 54Q: 3 clusters Score -826251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -826256.187500 Penalty: 4345.184570
	Iteration 55Q: 3 clusters Score -826256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -826260.875000 Penalty: 4345.184570
	Iteration 56Q: 3 clusters Score -826260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -826263.875000 Penalty: 4345.184570
	Iteration 57Q: 3 clusters Score -826263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -826267.187500 Penalty: 4345.184570
	Iteration 58Q: 3 clusters Score -826267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -826269.000000 Penalty: 4345.184570
	Iteration 59Q: 3 clusters Score -826269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -826270.062500 Penalty: 4345.184570
	Iteration 60F: 3 clusters Score -826270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -826270.812500 Penalty: 4345.184570
	Iteration 61Q: 3 clusters Score -826270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -826274.437500 Penalty: 4345.184570
	Iteration 62Q: 3 clusters Score -826274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -826279.187500 Penalty: 4345.184570
	Iteration 63Q: 3 clusters Score -826279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -826283.375000 Penalty: 4345.184570
	Iteration 64Q: 3 clusters Score -826283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -826286.750000 Penalty: 4345.184570
	Iteration 65Q: 3 clusters Score -826286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -826291.812500 Penalty: 4345.184570
	Iteration 66Q: 3 clusters Score -826291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -826293.750000 Penalty: 4345.184570
	Iteration 67Q: 3 clusters Score -826293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -826295.562500 Penalty: 4345.184570
	Iteration 68Q: 3 clusters Score -826295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -826297.250000 Penalty: 4345.184570
	Iteration 69Q: 3 clusters Score -826297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -826301.437500 Penalty: 4345.184570
	Iteration 70Q: 3 clusters Score -826301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -826304.187500 Penalty: 4345.184570
	Iteration 71Q: 3 clusters Score -826304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -826305.250000 Penalty: 4345.184570
	Iteration 72Q: 3 clusters Score -826305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -826304.500000 Penalty: 4345.184570
	Iteration 73Q: 3 clusters Score -826304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -826304.250000 Penalty: 4345.184570
	Iteration 74Q: 3 clusters Score -826304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -826304.437500 Penalty: 4345.184570
	Iteration 75Q: 3 clusters Score -826304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -826304.437500 Penalty: 4345.184570
	Iteration 76F: 3 clusters Score -826304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180988 members 
Entering Unmasked Estep 
Score: -23458754.000000 Penalty: 3002.333984
	Iteration 0F: 2 clusters Score -2.345875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -23340536.000000 Penalty: 6004.667969
	Iteration 0F: 3 clusters Score -2.334054e+07 nChanged 86781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -23391544.000000 Penalty: 6004.667969
	Iteration 1F: 3 clusters Score -2.339154e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -23392882.000000 Penalty: 6004.667969
	Iteration 2Q: 3 clusters Score -2.339288e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -23394354.000000 Penalty: 6004.667969
	Iteration 3Q: 3 clusters Score -2.339435e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -23396344.000000 Penalty: 6004.667969
	Iteration 4Q: 3 clusters Score -2.339634e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -23399382.000000 Penalty: 6004.667969
	Iteration 5Q: 3 clusters Score -2.339938e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -23403970.000000 Penalty: 6004.667969
	Iteration 6Q: 3 clusters Score -2.340397e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -23411104.000000 Penalty: 6004.667969
	Iteration 7F: 3 clusters Score -2.34111e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -23420666.000000 Penalty: 6004.667969
	Iteration 8F: 3 clusters Score -2.342067e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -23429056.000000 Penalty: 6004.667969
	Iteration 9F: 3 clusters Score -2.342906e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -23433342.000000 Penalty: 6004.667969
	Iteration 10F: 3 clusters Score -2.343334e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -23435012.000000 Penalty: 6004.667969
	Iteration 11Q: 3 clusters Score -2.343501e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -23435820.000000 Penalty: 6004.667969
	Iteration 12Q: 3 clusters Score -2.343582e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -23436384.000000 Penalty: 6004.667969
	Iteration 13Q: 3 clusters Score -2.343638e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -23436926.000000 Penalty: 6004.667969
	Iteration 14Q: 3 clusters Score -2.343693e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -23437362.000000 Penalty: 6004.667969
	Iteration 15Q: 3 clusters Score -2.343736e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -23437852.000000 Penalty: 6004.667969
	Iteration 16Q: 3 clusters Score -2.343785e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -23438212.000000 Penalty: 6004.667969
	Iteration 17Q: 3 clusters Score -2.343821e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -23438644.000000 Penalty: 6004.667969
	Iteration 18Q: 3 clusters Score -2.343864e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -23439136.000000 Penalty: 6004.667969
	Iteration 19Q: 3 clusters Score -2.343914e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -23439560.000000 Penalty: 6004.667969
	Iteration 20F: 3 clusters Score -2.343956e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -23440000.000000 Penalty: 6004.667969
	Iteration 21Q: 3 clusters Score -2.344e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -23440298.000000 Penalty: 6004.667969
	Iteration 22Q: 3 clusters Score -2.34403e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -23440610.000000 Penalty: 6004.667969
	Iteration 23Q: 3 clusters Score -2.344061e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -23441064.000000 Penalty: 6004.667969
	Iteration 24Q: 3 clusters Score -2.344106e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -23441372.000000 Penalty: 6004.667969
	Iteration 25Q: 3 clusters Score -2.344137e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -23441572.000000 Penalty: 6004.667969
	Iteration 26Q: 3 clusters Score -2.344157e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -23441914.000000 Penalty: 6004.667969
	Iteration 27Q: 3 clusters Score -2.344191e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -23442198.000000 Penalty: 6004.667969
	Iteration 28Q: 3 clusters Score -2.34422e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -23442480.000000 Penalty: 6004.667969
	Iteration 29Q: 3 clusters Score -2.344248e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -23442768.000000 Penalty: 6004.667969
	Iteration 30Q: 3 clusters Score -2.344277e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -23443046.000000 Penalty: 6004.667969
	Iteration 31Q: 3 clusters Score -2.344305e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -23443292.000000 Penalty: 6004.667969
	Iteration 32Q: 3 clusters Score -2.344329e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -23443564.000000 Penalty: 6004.667969
	Iteration 33Q: 3 clusters Score -2.344356e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -23443728.000000 Penalty: 6004.667969
	Iteration 34Q: 3 clusters Score -2.344373e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -23444032.000000 Penalty: 6004.667969
	Iteration 35Q: 3 clusters Score -2.344403e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -23444172.000000 Penalty: 6004.667969
	Iteration 36Q: 3 clusters Score -2.344417e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -23444354.000000 Penalty: 6004.667969
	Iteration 37Q: 3 clusters Score -2.344435e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -23444608.000000 Penalty: 6004.667969
	Iteration 38Q: 3 clusters Score -2.344461e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -23444790.000000 Penalty: 6004.667969
	Iteration 39Q: 3 clusters Score -2.344479e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -23444986.000000 Penalty: 6004.667969
	Iteration 40F: 3 clusters Score -2.344499e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -23445172.000000 Penalty: 6004.667969
	Iteration 41Q: 3 clusters Score -2.344517e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124718 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -23445268.000000 Penalty: 6004.667969
	Iteration 42Q: 3 clusters Score -2.344527e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -23445414.000000 Penalty: 6004.667969
	Iteration 43Q: 3 clusters Score -2.344541e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -23445576.000000 Penalty: 6004.667969
	Iteration 44Q: 3 clusters Score -2.344558e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -23445754.000000 Penalty: 6004.667969
	Iteration 45Q: 3 clusters Score -2.344575e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -23445928.000000 Penalty: 6004.667969
	Iteration 46Q: 3 clusters Score -2.344593e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -23445950.000000 Penalty: 6004.667969
	Iteration 47Q: 3 clusters Score -2.344595e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132040 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -23446132.000000 Penalty: 6004.667969
	Iteration 48Q: 3 clusters Score -2.344613e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -23446394.000000 Penalty: 6004.667969
	Iteration 49Q: 3 clusters Score -2.344639e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -23446572.000000 Penalty: 6004.667969
	Iteration 50Q: 3 clusters Score -2.344657e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -23446760.000000 Penalty: 6004.667969
	Iteration 51Q: 3 clusters Score -2.344676e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136976 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -23446906.000000 Penalty: 6004.667969
	Iteration 52Q: 3 clusters Score -2.344691e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138126 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -23447020.000000 Penalty: 6004.667969
	Iteration 53Q: 3 clusters Score -2.344702e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139333 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -23447176.000000 Penalty: 6004.667969
	Iteration 54Q: 3 clusters Score -2.344718e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -23447310.000000 Penalty: 6004.667969
	Iteration 55Q: 3 clusters Score -2.344731e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -23447484.000000 Penalty: 6004.667969
	Iteration 56Q: 3 clusters Score -2.344748e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -23447690.000000 Penalty: 6004.667969
	Iteration 57Q: 3 clusters Score -2.344769e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -23447912.000000 Penalty: 6004.667969
	Iteration 58Q: 3 clusters Score -2.344791e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145512 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -23448050.000000 Penalty: 6004.667969
	Iteration 59Q: 3 clusters Score -2.344805e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -23448154.000000 Penalty: 6004.667969
	Iteration 60F: 3 clusters Score -2.344815e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -23448448.000000 Penalty: 6004.667969
	Iteration 61Q: 3 clusters Score -2.344845e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149184 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -23448678.000000 Penalty: 6004.667969
	Iteration 62Q: 3 clusters Score -2.344868e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -23448858.000000 Penalty: 6004.667969
	Iteration 63Q: 3 clusters Score -2.344886e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -23449098.000000 Penalty: 6004.667969
	Iteration 64Q: 3 clusters Score -2.34491e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153087 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.344938e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.344974e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.344999e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -23450284.000000 Penalty: 6004.667969
	Iteration 68Q: 3 clusters Score -2.345028e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.345076e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -23451248.000000 Penalty: 6004.667969
	Iteration 70Q: 3 clusters Score -2.345125e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -23451660.000000 Penalty: 6004.667969
	Iteration 71Q: 3 clusters Score -2.345166e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.345211e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -23452582.000000 Penalty: 6004.667969
	Iteration 73Q: 3 clusters Score -2.345258e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -23452914.000000 Penalty: 6004.667969
	Iteration 74Q: 3 clusters Score -2.345291e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -23453452.000000 Penalty: 6004.667969
	Iteration 75Q: 3 clusters Score -2.345345e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.34538e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.345423e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.34546e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -23454896.000000 Penalty: 6004.667969
	Iteration 79Q: 3 clusters Score -2.34549e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -23455168.000000 Penalty: 6004.667969
	Iteration 80F: 3 clusters Score -2.345517e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.345539e+07 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.345563e+07 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.345587e+07 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.345588e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.345599e+07 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176428 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.34561e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -23456198.000000 Penalty: 6004.667969
	Iteration 87Q: 3 clusters Score -2.34562e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -23456258.000000 Penalty: 6004.667969
	Iteration 88Q: 3 clusters Score -2.345626e+07 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177292 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.34563e+07 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177547 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.345626e+07 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.34563e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177941 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.345627e+07 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178111 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.345631e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23456332.000000 Penalty: 6004.667969
	Iteration 94Q: 3 clusters Score -2.345633e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.345631e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178454 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.345636e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.345639e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23456440.000000 Penalty: 6004.667969
	Iteration 98Q: 3 clusters Score -2.345644e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178671 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -23456474.000000 Penalty: 6004.667969
	Iteration 99Q: 3 clusters Score -2.345647e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178716 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -23456502.000000 Penalty: 6004.667969
	Iteration 100F: 3 clusters Score -2.34565e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178753 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -23456488.000000 Penalty: 6004.667969
	Iteration 101Q: 3 clusters Score -2.345649e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178784 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23456492.000000 Penalty: 6004.667969
	Iteration 102Q: 3 clusters Score -2.345649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23456508.000000 Penalty: 6004.667969
	Iteration 103Q: 3 clusters Score -2.345651e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178827 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23456522.000000 Penalty: 6004.667969
	Iteration 104Q: 3 clusters Score -2.345652e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178853 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.345651e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.345651e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.345651e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178935 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.345653e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23456530.000000 Penalty: 6004.667969
	Iteration 109Q: 3 clusters Score -2.345653e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.345653e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23456532.000000 Penalty: 6004.667969
	Iteration 111Q: 3 clusters Score -2.345653e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179012 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.345653e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.34565e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.345649e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.345649e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.345651e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.345649e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.34565e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179090 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.34565e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.345651e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179094 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.345651e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.345651e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.345651e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23456512.000000 Penalty: 6004.667969
	Iteration 124Q: 3 clusters Score -2.345651e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179116 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.345652e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179119 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.345652e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.345653e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179124 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.345651e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179126 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.345651e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.345652e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179138 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.345652e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.345653e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179153 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.345653e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179162 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -23456538.000000 Penalty: 6004.667969
	Iteration 134Q: 3 clusters Score -2.345654e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179173 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23456540.000000 Penalty: 6004.667969
	Iteration 135Q: 3 clusters Score -2.345654e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179179 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.345656e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.345657e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.345656e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.345655e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.345656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.345655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.345656e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179210 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.345657e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.345656e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.345655e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.345657e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.345656e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.345655e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.345655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.345656e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179212 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.345656e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.345656e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -23456572.000000 Penalty: 6004.667969
	Iteration 153Q: 3 clusters Score -2.345657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179217 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23456570.000000 Penalty: 6004.667969
	Iteration 154Q: 3 clusters Score -2.345657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23456566.000000 Penalty: 6004.667969
	Iteration 155Q: 3 clusters Score -2.345657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23456562.000000 Penalty: 6004.667969
	Iteration 156Q: 3 clusters Score -2.345656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23456558.000000 Penalty: 6004.667969
	Iteration 157Q: 3 clusters Score -2.345656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23456568.000000 Penalty: 6004.667969
	Iteration 158Q: 3 clusters Score -2.345657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23456572.000000 Penalty: 6004.667969
	Iteration 159Q: 3 clusters Score -2.345657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23456570.000000 Penalty: 6004.667969
	Iteration 160F: 3 clusters Score -2.345657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1429061.250000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1429061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1420495.750000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1420496 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1423103.125000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1423103 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1423439.625000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1423440 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1423697.875000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1423698 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1423918.875000 Penalty: 4630.963867
	Iteration 4Q: 3 clusters Score -1423919 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1424150.625000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1424151 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1424371.875000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1424372 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1424551.500000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1424552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1424760.375000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1424760 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1424961.125000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1424961 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1425148.875000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1425149 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1425318.000000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1425318 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1425498.375000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1425498 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1425672.750000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1425673 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1425840.500000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1425840 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1425981.375000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1425981 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1426115.375000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1426115 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1426235.750000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1426236 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1426349.125000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1426349 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1426443.000000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1426443 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1426541.625000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1426542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1426688.500000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1426688 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1426924.500000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1426924 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1427207.000000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1427207 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1427458.750000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1427459 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1427648.375000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1427648 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1427769.750000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1427770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1427840.625000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1427841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1427881.250000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1427881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1427929.000000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1427929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1427956.125000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1427956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1427983.875000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1427984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1428012.125000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1428012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1428038.500000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1428038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1428057.625000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1428058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1428078.625000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1428079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1428086.625000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1428087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1428095.250000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1428095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1428099.000000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1428099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1428109.000000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1428109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1428116.250000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1428116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1428117.250000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1428117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1428117.250000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1428117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1428120.125000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1428120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1428123.750000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1428124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1428125.625000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1428126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1428125.875000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1428126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1428125.000000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1428125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1428126.375000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1428126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1428126.375000 Penalty: 4630.963867
	Iteration 49F: 3 clusters Score -1428126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176732 members 
Entering Unmasked Estep 
Score: -22919346.000000 Penalty: 2996.432617
	Iteration 0F: 2 clusters Score -2.291935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -22803414.000000 Penalty: 5992.865234
	Iteration 0F: 3 clusters Score -2.280341e+07 nChanged 85024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -22853476.000000 Penalty: 5992.865234
	Iteration 1F: 3 clusters Score -2.285348e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -22854518.000000 Penalty: 5992.865234
	Iteration 2Q: 3 clusters Score -2.285452e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -22855542.000000 Penalty: 5992.865234
	Iteration 3Q: 3 clusters Score -2.285554e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -22856532.000000 Penalty: 5992.865234
	Iteration 4Q: 3 clusters Score -2.285653e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -22857668.000000 Penalty: 5992.865234
	Iteration 5Q: 3 clusters Score -2.285767e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -22858854.000000 Penalty: 5992.865234
	Iteration 6Q: 3 clusters Score -2.285885e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -22860520.000000 Penalty: 5992.865234
	Iteration 7Q: 3 clusters Score -2.286052e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -22862776.000000 Penalty: 5992.865234
	Iteration 8Q: 3 clusters Score -2.286278e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -22866322.000000 Penalty: 5992.865234
	Iteration 9Q: 3 clusters Score -2.286632e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -22871560.000000 Penalty: 5992.865234
	Iteration 10F: 3 clusters Score -2.287156e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -22878684.000000 Penalty: 5992.865234
	Iteration 11F: 3 clusters Score -2.287868e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -22886968.000000 Penalty: 5992.865234
	Iteration 12F: 3 clusters Score -2.288697e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -22894432.000000 Penalty: 5992.865234
	Iteration 13F: 3 clusters Score -2.289443e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -22899732.000000 Penalty: 5992.865234
	Iteration 14Q: 3 clusters Score -2.289973e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -22903030.000000 Penalty: 5992.865234
	Iteration 15Q: 3 clusters Score -2.290303e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -22905526.000000 Penalty: 5992.865234
	Iteration 16Q: 3 clusters Score -2.290553e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160627 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -22907534.000000 Penalty: 5992.865234
	Iteration 17Q: 3 clusters Score -2.290753e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -22909352.000000 Penalty: 5992.865234
	Iteration 18Q: 3 clusters Score -2.290935e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -22910832.000000 Penalty: 5992.865234
	Iteration 19Q: 3 clusters Score -2.291083e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -22912144.000000 Penalty: 5992.865234
	Iteration 20F: 3 clusters Score -2.291214e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -22913330.000000 Penalty: 5992.865234
	Iteration 21Q: 3 clusters Score -2.291333e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -22914304.000000 Penalty: 5992.865234
	Iteration 22Q: 3 clusters Score -2.29143e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -22915068.000000 Penalty: 5992.865234
	Iteration 23Q: 3 clusters Score -2.291507e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173549 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22915704.000000 Penalty: 5992.865234
	Iteration 24Q: 3 clusters Score -2.29157e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -22916024.000000 Penalty: 5992.865234
	Iteration 25Q: 3 clusters Score -2.291602e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22916320.000000 Penalty: 5992.865234
	Iteration 26Q: 3 clusters Score -2.291632e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175054 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22916502.000000 Penalty: 5992.865234
	Iteration 27Q: 3 clusters Score -2.29165e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175280 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22916616.000000 Penalty: 5992.865234
	Iteration 28Q: 3 clusters Score -2.291662e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22916738.000000 Penalty: 5992.865234
	Iteration 29Q: 3 clusters Score -2.291674e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22916822.000000 Penalty: 5992.865234
	Iteration 30Q: 3 clusters Score -2.291682e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22916918.000000 Penalty: 5992.865234
	Iteration 31Q: 3 clusters Score -2.291692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -22916940.000000 Penalty: 5992.865234
	Iteration 32Q: 3 clusters Score -2.291694e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22916956.000000 Penalty: 5992.865234
	Iteration 33Q: 3 clusters Score -2.291696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22916972.000000 Penalty: 5992.865234
	Iteration 34Q: 3 clusters Score -2.291697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22916998.000000 Penalty: 5992.865234
	Iteration 35Q: 3 clusters Score -2.2917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22917002.000000 Penalty: 5992.865234
	Iteration 36Q: 3 clusters Score -2.2917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22917046.000000 Penalty: 5992.865234
	Iteration 37Q: 3 clusters Score -2.291705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22917060.000000 Penalty: 5992.865234
	Iteration 38Q: 3 clusters Score -2.291706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22917052.000000 Penalty: 5992.865234
	Iteration 39Q: 3 clusters Score -2.291705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22917060.000000 Penalty: 5992.865234
	Iteration 40F: 3 clusters Score -2.291706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22917078.000000 Penalty: 5992.865234
	Iteration 41Q: 3 clusters Score -2.291708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22917078.000000 Penalty: 5992.865234
	Iteration 42Q: 3 clusters Score -2.291708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175820 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22917074.000000 Penalty: 5992.865234
	Iteration 43Q: 3 clusters Score -2.291707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -22917090.000000 Penalty: 5992.865234
	Iteration 44Q: 3 clusters Score -2.291709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175829 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22917098.000000 Penalty: 5992.865234
	Iteration 45Q: 3 clusters Score -2.29171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22917084.000000 Penalty: 5992.865234
	Iteration 46Q: 3 clusters Score -2.291708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175837 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22917082.000000 Penalty: 5992.865234
	Iteration 47Q: 3 clusters Score -2.291708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175838 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22917080.000000 Penalty: 5992.865234
	Iteration 48Q: 3 clusters Score -2.291708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22917084.000000 Penalty: 5992.865234
	Iteration 49Q: 3 clusters Score -2.291708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22917090.000000 Penalty: 5992.865234
	Iteration 50Q: 3 clusters Score -2.291709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22917082.000000 Penalty: 5992.865234
	Iteration 51Q: 3 clusters Score -2.291708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22917082.000000 Penalty: 5992.865234
	Iteration 52F: 3 clusters Score -2.291708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55692.843750 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55692.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55950.566406 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -55950.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56070.703125 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56070.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56243.023438 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -56243.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56468.148438 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -56468.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56634.054688 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -56634.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56720.074219 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -56720.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56785.164062 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -56785.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -56860.218750 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -56860.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56917.226562 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -56917.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56986.058594 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -56986.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57117.386719 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -57117.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57187.476562 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -57187.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57216.679688 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -57216.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57235.527344 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -57235.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57244.281250 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -57244.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57244.281250 Penalty: 3107.589355
	Iteration 16F: 3 clusters Score -57244.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196743 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168244 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180988 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 162 members 
Entering Unmasked Estep 
Score: -138539648.000000 Penalty: 75858.906250
Splitting cluster 20 changes total score from -138541392.000000 to -138539648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -139475.703125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -139475.7 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 577 members 
Entering Unmasked Estep 
Score: -137414.609375 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -137414.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137706.578125 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -137706.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137799.625000 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -137799.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137849.671875 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -137849.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137872.890625 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -137872.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137893.156250 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -137893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137903.953125 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -137904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137908.359375 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137910.812500 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137915.328125 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -137919.562500 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137920.156250 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -137920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -137920.156250 Penalty: 3495.999756
	Iteration 12F: 3 clusters Score -137920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196743 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168244 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 64289 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60329 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180988 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176732 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 319Q: 22 clusters Score -1.385414e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196737 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202662 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180991 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176731 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 320F: 22 clusters Score -1.385414e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196736 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168247 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180994 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 321Q: 22 clusters Score -1.385414e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168247 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180997 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541392.000000 Penalty: 72410.773438
Iteration 322Q: 22 clusters Score -1.385414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196735 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202662 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180993 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 323Q: 22 clusters Score -1.385413e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202660 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180995 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176730 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 72410.773438
Iteration 324Q: 22 clusters Score -1.385413e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202658 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 180999 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 72410.773438
Iteration 325Q: 22 clusters Score -1.385413e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202657 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60330 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541360.000000 Penalty: 72410.773438
Iteration 326Q: 22 clusters Score -1.385414e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202655 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60331 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181001 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 72410.773438
Iteration 327Q: 22 clusters Score -1.385413e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196735 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202652 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181001 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 328Q: 22 clusters Score -1.385413e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196736 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202651 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181002 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176727 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 329Q: 22 clusters Score -1.385413e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181001 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176727 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 72410.773438
Iteration 330Q: 22 clusters Score -1.385413e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168250 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541296.000000 Penalty: 72410.773438
Iteration 331Q: 22 clusters Score -1.385413e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181001 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541312.000000 Penalty: 72410.773438
Iteration 332Q: 22 clusters Score -1.385413e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541312.000000 Penalty: 72410.773438
Iteration 333Q: 22 clusters Score -1.385413e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541312.000000 Penalty: 72410.773438
Iteration 334F: 22 clusters Score -1.385413e+08 nChanged 0
Entering ConstructFrom: 
Score: -138541312.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22105.472656 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22105.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21019.267578 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21019.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21164.199219 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21205.238281 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21205.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21229.439453 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21229.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21239.734375 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21239.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21239.734375 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -21239.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -96922.304688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -96922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95140.671875 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95140.67 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95467.695312 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -95467.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95565.648438 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -95565.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95621.406250 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -95621.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95640.085938 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -95640.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95659.062500 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -95659.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95700.648438 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -95700.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95753.234375 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -95753.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95811.859375 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -95811.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95847.687500 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -95847.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95900.945312 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -95900.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95941.390625 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -95941.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95996.484375 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -95996.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96017.726562 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -96017.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96034.617188 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -96034.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96047.273438 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -96047.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96068.273438 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -96068.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96079.828125 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -96079.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96085.687500 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -96085.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96094.109375 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -96094.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96099.031250 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -96099.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96107.929688 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -96107.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96110.445312 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -96110.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96114.093750 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -96114.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96118.703125 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -96118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96128.750000 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -96128.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96144.914062 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -96144.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96172.578125 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -96172.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96194.117188 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -96194.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96211.117188 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -96211.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96214.812500 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -96214.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96215.632812 Penalty: 3348.546387
	Iteration 31Q: 3 clusters Score -96215.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96218.718750 Penalty: 3348.546387
	Iteration 32Q: 3 clusters Score -96218.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96218.718750 Penalty: 3348.546387
	Iteration 33F: 3 clusters Score -96218.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196738 members 
Entering Unmasked Estep 
Score: -25393684.000000 Penalty: 3023.027832
	Iteration 0F: 2 clusters Score -2.539368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -25266742.000000 Penalty: 6046.055664
	Iteration 0F: 3 clusters Score -2.526674e+07 nChanged 94382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -25320998.000000 Penalty: 6046.055664
	Iteration 1F: 3 clusters Score -2.5321e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -25322266.000000 Penalty: 6046.055664
	Iteration 2Q: 3 clusters Score -2.532227e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -25323964.000000 Penalty: 6046.055664
	Iteration 3Q: 3 clusters Score -2.532396e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -25326658.000000 Penalty: 6046.055664
	Iteration 4Q: 3 clusters Score -2.532666e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -25331264.000000 Penalty: 6046.055664
	Iteration 5Q: 3 clusters Score -2.533126e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -25338122.000000 Penalty: 6046.055664
	Iteration 6F: 3 clusters Score -2.533812e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -25347650.000000 Penalty: 6046.055664
	Iteration 7F: 3 clusters Score -2.534765e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -25359198.000000 Penalty: 6046.055664
	Iteration 8F: 3 clusters Score -2.53592e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -25370202.000000 Penalty: 6046.055664
	Iteration 9F: 3 clusters Score -2.53702e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -25378270.000000 Penalty: 6046.055664
	Iteration 10Q: 3 clusters Score -2.537827e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -25382914.000000 Penalty: 6046.055664
	Iteration 11Q: 3 clusters Score -2.538291e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186316 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -25385834.000000 Penalty: 6046.055664
	Iteration 12Q: 3 clusters Score -2.538583e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188977 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -25387660.000000 Penalty: 6046.055664
	Iteration 13Q: 3 clusters Score -2.538766e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190810 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -25388772.000000 Penalty: 6046.055664
	Iteration 14Q: 3 clusters Score -2.538877e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192082 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -25389536.000000 Penalty: 6046.055664
	Iteration 15Q: 3 clusters Score -2.538954e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -25390144.000000 Penalty: 6046.055664
	Iteration 16Q: 3 clusters Score -2.539014e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -25390594.000000 Penalty: 6046.055664
	Iteration 17Q: 3 clusters Score -2.539059e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194136 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -25390878.000000 Penalty: 6046.055664
	Iteration 18Q: 3 clusters Score -2.539088e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194454 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -25391110.000000 Penalty: 6046.055664
	Iteration 19Q: 3 clusters Score -2.539111e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194644 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -25391190.000000 Penalty: 6046.055664
	Iteration 20F: 3 clusters Score -2.539119e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194769 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -25391292.000000 Penalty: 6046.055664
	Iteration 21Q: 3 clusters Score -2.539129e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194878 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -25391404.000000 Penalty: 6046.055664
	Iteration 22Q: 3 clusters Score -2.53914e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25391460.000000 Penalty: 6046.055664
	Iteration 23Q: 3 clusters Score -2.539146e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -25391452.000000 Penalty: 6046.055664
	Iteration 24Q: 3 clusters Score -2.539145e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195047 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -25391484.000000 Penalty: 6046.055664
	Iteration 25Q: 3 clusters Score -2.539148e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -25391476.000000 Penalty: 6046.055664
	Iteration 26Q: 3 clusters Score -2.539148e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195128 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25391508.000000 Penalty: 6046.055664
	Iteration 27Q: 3 clusters Score -2.539151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195162 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25391524.000000 Penalty: 6046.055664
	Iteration 28Q: 3 clusters Score -2.539152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25391526.000000 Penalty: 6046.055664
	Iteration 29Q: 3 clusters Score -2.539153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25391546.000000 Penalty: 6046.055664
	Iteration 30Q: 3 clusters Score -2.539155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195213 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -25391542.000000 Penalty: 6046.055664
	Iteration 31Q: 3 clusters Score -2.539154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195223 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25391568.000000 Penalty: 6046.055664
	Iteration 32Q: 3 clusters Score -2.539157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195234 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25391548.000000 Penalty: 6046.055664
	Iteration 33Q: 3 clusters Score -2.539155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195239 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -25391556.000000 Penalty: 6046.055664
	Iteration 34Q: 3 clusters Score -2.539156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195246 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -25391566.000000 Penalty: 6046.055664
	Iteration 35Q: 3 clusters Score -2.539157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -25391558.000000 Penalty: 6046.055664
	Iteration 36Q: 3 clusters Score -2.539156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195260 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -25391556.000000 Penalty: 6046.055664
	Iteration 37Q: 3 clusters Score -2.539156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195269 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -25391556.000000 Penalty: 6046.055664
	Iteration 38Q: 3 clusters Score -2.539156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195273 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -25391544.000000 Penalty: 6046.055664
	Iteration 39Q: 3 clusters Score -2.539154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -25391572.000000 Penalty: 6046.055664
	Iteration 40F: 3 clusters Score -2.539157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25391562.000000 Penalty: 6046.055664
	Iteration 41Q: 3 clusters Score -2.539156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25391566.000000 Penalty: 6046.055664
	Iteration 42Q: 3 clusters Score -2.539157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195284 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -25391576.000000 Penalty: 6046.055664
	Iteration 43Q: 3 clusters Score -2.539158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -25391588.000000 Penalty: 6046.055664
	Iteration 44Q: 3 clusters Score -2.539159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25391590.000000 Penalty: 6046.055664
	Iteration 45Q: 3 clusters Score -2.539159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195294 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25391584.000000 Penalty: 6046.055664
	Iteration 46Q: 3 clusters Score -2.539158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195300 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -25391592.000000 Penalty: 6046.055664
	Iteration 47Q: 3 clusters Score -2.539159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195305 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25391586.000000 Penalty: 6046.055664
	Iteration 48Q: 3 clusters Score -2.539159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195305 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25391572.000000 Penalty: 6046.055664
	Iteration 49Q: 3 clusters Score -2.539157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195308 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -25391582.000000 Penalty: 6046.055664
	Iteration 50Q: 3 clusters Score -2.539158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195309 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25391572.000000 Penalty: 6046.055664
	Iteration 51Q: 3 clusters Score -2.539157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195312 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25391556.000000 Penalty: 6046.055664
	Iteration 52Q: 3 clusters Score -2.539156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195315 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25391560.000000 Penalty: 6046.055664
	Iteration 53Q: 3 clusters Score -2.539156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195317 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25391566.000000 Penalty: 6046.055664
	Iteration 54Q: 3 clusters Score -2.539157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195317 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25391560.000000 Penalty: 6046.055664
	Iteration 55Q: 3 clusters Score -2.539156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195316 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25391556.000000 Penalty: 6046.055664
	Iteration 56Q: 3 clusters Score -2.539156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195317 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25391546.000000 Penalty: 6046.055664
	Iteration 57Q: 3 clusters Score -2.539155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25391552.000000 Penalty: 6046.055664
	Iteration 58Q: 3 clusters Score -2.539155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195321 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25391562.000000 Penalty: 6046.055664
	Iteration 59Q: 3 clusters Score -2.539156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195322 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -25391560.000000 Penalty: 6046.055664
	Iteration 60F: 3 clusters Score -2.539156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -973750.687500 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -973750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -967437.250000 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -967437.2 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -969214.312500 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -969214.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -969638.125000 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -969638.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -970052.812500 Penalty: 4455.288086
	Iteration 3F: 3 clusters Score -970052.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -970583.687500 Penalty: 4455.288086
	Iteration 4F: 3 clusters Score -970583.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -971161.000000 Penalty: 4455.288086
	Iteration 5F: 3 clusters Score -971161 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -971738.937500 Penalty: 4455.288086
	Iteration 6F: 3 clusters Score -971738.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -972144.812500 Penalty: 4455.288086
	Iteration 7F: 3 clusters Score -972144.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -972356.812500 Penalty: 4455.288086
	Iteration 8Q: 3 clusters Score -972356.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -972463.812500 Penalty: 4455.288086
	Iteration 9Q: 3 clusters Score -972463.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -972516.250000 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -972516.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -972543.312500 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -972543.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -972570.250000 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -972570.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -972596.062500 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -972596.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -972622.812500 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -972622.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -972650.562500 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -972650.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -972666.687500 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -972666.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -972684.875000 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -972684.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -972703.937500 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -972703.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -972721.812500 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -972721.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -972740.812500 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -972740.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -972752.437500 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -972752.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -972771.125000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -972771.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -972787.812500 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -972787.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -972810.750000 Penalty: 4455.288086
	Iteration 24Q: 3 clusters Score -972810.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -972830.562500 Penalty: 4455.288086
	Iteration 25Q: 3 clusters Score -972830.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -972846.750000 Penalty: 4455.288086
	Iteration 26Q: 3 clusters Score -972846.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -972859.687500 Penalty: 4455.288086
	Iteration 27Q: 3 clusters Score -972859.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -972875.062500 Penalty: 4455.288086
	Iteration 28Q: 3 clusters Score -972875.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -972890.937500 Penalty: 4455.288086
	Iteration 29Q: 3 clusters Score -972890.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -972911.812500 Penalty: 4455.288086
	Iteration 30Q: 3 clusters Score -972911.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -972933.000000 Penalty: 4455.288086
	Iteration 31Q: 3 clusters Score -972933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -972950.000000 Penalty: 4455.288086
	Iteration 32Q: 3 clusters Score -972950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -972972.312500 Penalty: 4455.288086
	Iteration 33Q: 3 clusters Score -972972.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -972986.187500 Penalty: 4455.288086
	Iteration 34Q: 3 clusters Score -972986.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -972996.812500 Penalty: 4455.288086
	Iteration 35Q: 3 clusters Score -972996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -973009.187500 Penalty: 4455.288086
	Iteration 36Q: 3 clusters Score -973009.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -973025.312500 Penalty: 4455.288086
	Iteration 37Q: 3 clusters Score -973025.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -973042.000000 Penalty: 4455.288086
	Iteration 38Q: 3 clusters Score -973042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -973055.437500 Penalty: 4455.288086
	Iteration 39Q: 3 clusters Score -973055.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -973066.125000 Penalty: 4455.288086
	Iteration 40F: 3 clusters Score -973066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -973073.125000 Penalty: 4455.288086
	Iteration 41Q: 3 clusters Score -973073.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -973079.875000 Penalty: 4455.288086
	Iteration 42Q: 3 clusters Score -973079.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -973087.812500 Penalty: 4455.288086
	Iteration 43Q: 3 clusters Score -973087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -973093.312500 Penalty: 4455.288086
	Iteration 44Q: 3 clusters Score -973093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -973093.625000 Penalty: 4455.288086
	Iteration 45Q: 3 clusters Score -973093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -973096.625000 Penalty: 4455.288086
	Iteration 46Q: 3 clusters Score -973096.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -973099.750000 Penalty: 4455.288086
	Iteration 47Q: 3 clusters Score -973099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -973103.250000 Penalty: 4455.288086
	Iteration 48Q: 3 clusters Score -973103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -973104.812500 Penalty: 4455.288086
	Iteration 49Q: 3 clusters Score -973104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -973108.937500 Penalty: 4455.288086
	Iteration 50Q: 3 clusters Score -973108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -973110.062500 Penalty: 4455.288086
	Iteration 51Q: 3 clusters Score -973110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -973111.937500 Penalty: 4455.288086
	Iteration 52Q: 3 clusters Score -973111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -973113.437500 Penalty: 4455.288086
	Iteration 53Q: 3 clusters Score -973113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -973114.687500 Penalty: 4455.288086
	Iteration 54Q: 3 clusters Score -973114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -973117.500000 Penalty: 4455.288086
	Iteration 55Q: 3 clusters Score -973117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -973118.125000 Penalty: 4455.288086
	Iteration 56Q: 3 clusters Score -973118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -973118.500000 Penalty: 4455.288086
	Iteration 57Q: 3 clusters Score -973118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -973122.500000 Penalty: 4455.288086
	Iteration 58Q: 3 clusters Score -973122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -973122.062500 Penalty: 4455.288086
	Iteration 59Q: 3 clusters Score -973122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -973121.437500 Penalty: 4455.288086
	Iteration 60F: 3 clusters Score -973121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -973122.062500 Penalty: 4455.288086
	Iteration 61Q: 3 clusters Score -973122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -973125.437500 Penalty: 4455.288086
	Iteration 62Q: 3 clusters Score -973125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -973124.750000 Penalty: 4455.288086
	Iteration 63Q: 3 clusters Score -973124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -973126.375000 Penalty: 4455.288086
	Iteration 64Q: 3 clusters Score -973126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -973128.687500 Penalty: 4455.288086
	Iteration 65Q: 3 clusters Score -973128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -973126.187500 Penalty: 4455.288086
	Iteration 66Q: 3 clusters Score -973126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -973129.500000 Penalty: 4455.288086
	Iteration 67Q: 3 clusters Score -973129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -973131.562500 Penalty: 4455.288086
	Iteration 68Q: 3 clusters Score -973131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -973130.312500 Penalty: 4455.288086
	Iteration 69Q: 3 clusters Score -973130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -973133.062500 Penalty: 4455.288086
	Iteration 70Q: 3 clusters Score -973133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -973134.625000 Penalty: 4455.288086
	Iteration 71Q: 3 clusters Score -973134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -973134.625000 Penalty: 4455.288086
	Iteration 72F: 3 clusters Score -973134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Entering Unmasked Estep 
Score: -21723434.000000 Penalty: 2984.233643
	Iteration 0F: 2 clusters Score -2.172343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -21615466.000000 Penalty: 5968.467285
	Iteration 0F: 3 clusters Score -2.161547e+07 nChanged 80580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -21661922.000000 Penalty: 5968.467285
	Iteration 1F: 3 clusters Score -2.166192e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -21663136.000000 Penalty: 5968.467285
	Iteration 2Q: 3 clusters Score -2.166314e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -21664812.000000 Penalty: 5968.467285
	Iteration 3Q: 3 clusters Score -2.166481e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -21667126.000000 Penalty: 5968.467285
	Iteration 4Q: 3 clusters Score -2.166713e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -21670412.000000 Penalty: 5968.467285
	Iteration 5Q: 3 clusters Score -2.167041e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -21675634.000000 Penalty: 5968.467285
	Iteration 6F: 3 clusters Score -2.167563e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -21682306.000000 Penalty: 5968.467285
	Iteration 7F: 3 clusters Score -2.168231e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -21690040.000000 Penalty: 5968.467285
	Iteration 8F: 3 clusters Score -2.169004e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -21696646.000000 Penalty: 5968.467285
	Iteration 9F: 3 clusters Score -2.169665e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -21700400.000000 Penalty: 5968.467285
	Iteration 10Q: 3 clusters Score -2.17004e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -21701980.000000 Penalty: 5968.467285
	Iteration 11Q: 3 clusters Score -2.170198e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -21702746.000000 Penalty: 5968.467285
	Iteration 12Q: 3 clusters Score -2.170275e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -21703412.000000 Penalty: 5968.467285
	Iteration 13Q: 3 clusters Score -2.170341e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 107960 members 
Entering Unmasked Estep 
Score: -21704016.000000 Penalty: 5968.467285
	Iteration 14Q: 3 clusters Score -2.170402e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -21704624.000000 Penalty: 5968.467285
	Iteration 15Q: 3 clusters Score -2.170462e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -21705308.000000 Penalty: 5968.467285
	Iteration 16Q: 3 clusters Score -2.170531e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -21705812.000000 Penalty: 5968.467285
	Iteration 17Q: 3 clusters Score -2.170581e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -21706240.000000 Penalty: 5968.467285
	Iteration 18Q: 3 clusters Score -2.170624e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 117798 members 
Entering Unmasked Estep 
Score: -21706922.000000 Penalty: 5968.467285
	Iteration 19Q: 3 clusters Score -2.170692e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -21707536.000000 Penalty: 5968.467285
	Iteration 20F: 3 clusters Score -2.170754e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -21708010.000000 Penalty: 5968.467285
	Iteration 21Q: 3 clusters Score -2.170801e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -21708500.000000 Penalty: 5968.467285
	Iteration 22Q: 3 clusters Score -2.17085e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -21709066.000000 Penalty: 5968.467285
	Iteration 23Q: 3 clusters Score -2.170907e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -21709650.000000 Penalty: 5968.467285
	Iteration 24Q: 3 clusters Score -2.170965e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 131727 members 
Entering Unmasked Estep 
Score: -21710266.000000 Penalty: 5968.467285
	Iteration 25Q: 3 clusters Score -2.171027e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 134316 members 
Entering Unmasked Estep 
Score: -21710864.000000 Penalty: 5968.467285
	Iteration 26Q: 3 clusters Score -2.171086e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 136822 members 
Entering Unmasked Estep 
Score: -21711472.000000 Penalty: 5968.467285
	Iteration 27Q: 3 clusters Score -2.171147e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 139280 members 
Entering Unmasked Estep 
Score: -21712084.000000 Penalty: 5968.467285
	Iteration 28Q: 3 clusters Score -2.171208e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 141735 members 
Entering Unmasked Estep 
Score: -21712622.000000 Penalty: 5968.467285
	Iteration 29Q: 3 clusters Score -2.171262e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -21713318.000000 Penalty: 5968.467285
	Iteration 30Q: 3 clusters Score -2.171332e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -21714044.000000 Penalty: 5968.467285
	Iteration 31Q: 3 clusters Score -2.171404e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -21714792.000000 Penalty: 5968.467285
	Iteration 32Q: 3 clusters Score -2.171479e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
Score: -21715540.000000 Penalty: 5968.467285
	Iteration 33Q: 3 clusters Score -2.171554e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 152631 members 
Entering Unmasked Estep 
Score: -21716338.000000 Penalty: 5968.467285
	Iteration 34Q: 3 clusters Score -2.171634e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -21716978.000000 Penalty: 5968.467285
	Iteration 35Q: 3 clusters Score -2.171698e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -21717542.000000 Penalty: 5968.467285
	Iteration 36Q: 3 clusters Score -2.171754e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 157528 members 
Entering Unmasked Estep 
Score: -21718094.000000 Penalty: 5968.467285
	Iteration 37Q: 3 clusters Score -2.171809e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21718472.000000 Penalty: 5968.467285
	Iteration 38Q: 3 clusters Score -2.171847e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -21718864.000000 Penalty: 5968.467285
	Iteration 39Q: 3 clusters Score -2.171886e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -21719266.000000 Penalty: 5968.467285
	Iteration 40F: 3 clusters Score -2.171927e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 161540 members 
Entering Unmasked Estep 
Score: -21719562.000000 Penalty: 5968.467285
	Iteration 41Q: 3 clusters Score -2.171956e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
Score: -21719916.000000 Penalty: 5968.467285
	Iteration 42Q: 3 clusters Score -2.171992e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -21720052.000000 Penalty: 5968.467285
	Iteration 43Q: 3 clusters Score -2.172005e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -21720250.000000 Penalty: 5968.467285
	Iteration 44Q: 3 clusters Score -2.172025e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -21720472.000000 Penalty: 5968.467285
	Iteration 45Q: 3 clusters Score -2.172047e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -21720622.000000 Penalty: 5968.467285
	Iteration 46Q: 3 clusters Score -2.172062e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -21720732.000000 Penalty: 5968.467285
	Iteration 47Q: 3 clusters Score -2.172073e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -21720918.000000 Penalty: 5968.467285
	Iteration 48Q: 3 clusters Score -2.172092e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -21720998.000000 Penalty: 5968.467285
	Iteration 49Q: 3 clusters Score -2.1721e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -21721090.000000 Penalty: 5968.467285
	Iteration 50Q: 3 clusters Score -2.172109e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 165239 members 
Entering Unmasked Estep 
Score: -21721094.000000 Penalty: 5968.467285
	Iteration 51Q: 3 clusters Score -2.172109e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -21721156.000000 Penalty: 5968.467285
	Iteration 52Q: 3 clusters Score -2.172116e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 165507 members 
Entering Unmasked Estep 
Score: -21721240.000000 Penalty: 5968.467285
	Iteration 53Q: 3 clusters Score -2.172124e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -21721304.000000 Penalty: 5968.467285
	Iteration 54Q: 3 clusters Score -2.17213e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -21721316.000000 Penalty: 5968.467285
	Iteration 55Q: 3 clusters Score -2.172132e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -21721352.000000 Penalty: 5968.467285
	Iteration 56Q: 3 clusters Score -2.172135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -21721368.000000 Penalty: 5968.467285
	Iteration 57Q: 3 clusters Score -2.172137e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -21721378.000000 Penalty: 5968.467285
	Iteration 58Q: 3 clusters Score -2.172138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -21721368.000000 Penalty: 5968.467285
	Iteration 59Q: 3 clusters Score -2.172137e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -21721386.000000 Penalty: 5968.467285
	Iteration 60F: 3 clusters Score -2.172139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -21721414.000000 Penalty: 5968.467285
	Iteration 61Q: 3 clusters Score -2.172141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -21721428.000000 Penalty: 5968.467285
	Iteration 62Q: 3 clusters Score -2.172143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21721428.000000 Penalty: 5968.467285
	Iteration 63Q: 3 clusters Score -2.172143e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 166100 members 
Entering Unmasked Estep 
Score: -21721448.000000 Penalty: 5968.467285
	Iteration 64Q: 3 clusters Score -2.172145e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -21721482.000000 Penalty: 5968.467285
	Iteration 65Q: 3 clusters Score -2.172148e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -21721476.000000 Penalty: 5968.467285
	Iteration 66Q: 3 clusters Score -2.172148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -21721488.000000 Penalty: 5968.467285
	Iteration 67Q: 3 clusters Score -2.172149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -21721518.000000 Penalty: 5968.467285
	Iteration 68Q: 3 clusters Score -2.172152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -21721520.000000 Penalty: 5968.467285
	Iteration 69Q: 3 clusters Score -2.172152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -21721562.000000 Penalty: 5968.467285
	Iteration 70Q: 3 clusters Score -2.172156e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -21721584.000000 Penalty: 5968.467285
	Iteration 71Q: 3 clusters Score -2.172158e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -21721594.000000 Penalty: 5968.467285
	Iteration 72Q: 3 clusters Score -2.172159e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -21721624.000000 Penalty: 5968.467285
	Iteration 73Q: 3 clusters Score -2.172162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -21721684.000000 Penalty: 5968.467285
	Iteration 74Q: 3 clusters Score -2.172168e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -21721738.000000 Penalty: 5968.467285
	Iteration 75Q: 3 clusters Score -2.172174e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -21721778.000000 Penalty: 5968.467285
	Iteration 76Q: 3 clusters Score -2.172178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -21721818.000000 Penalty: 5968.467285
	Iteration 77Q: 3 clusters Score -2.172182e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -21721850.000000 Penalty: 5968.467285
	Iteration 78Q: 3 clusters Score -2.172185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -21721890.000000 Penalty: 5968.467285
	Iteration 79Q: 3 clusters Score -2.172189e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 166500 members 
Entering Unmasked Estep 
Score: -21721930.000000 Penalty: 5968.467285
	Iteration 80F: 3 clusters Score -2.172193e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -21721996.000000 Penalty: 5968.467285
	Iteration 81Q: 3 clusters Score -2.1722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 166563 members 
Entering Unmasked Estep 
Score: -21722068.000000 Penalty: 5968.467285
	Iteration 82Q: 3 clusters Score -2.172207e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 166580 members 
Entering Unmasked Estep 
Score: -21722116.000000 Penalty: 5968.467285
	Iteration 83Q: 3 clusters Score -2.172212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -21722138.000000 Penalty: 5968.467285
	Iteration 84Q: 3 clusters Score -2.172214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 166599 members 
Entering Unmasked Estep 
Score: -21722158.000000 Penalty: 5968.467285
	Iteration 85Q: 3 clusters Score -2.172216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -21722174.000000 Penalty: 5968.467285
	Iteration 86Q: 3 clusters Score -2.172217e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -21722170.000000 Penalty: 5968.467285
	Iteration 87Q: 3 clusters Score -2.172217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -21722174.000000 Penalty: 5968.467285
	Iteration 88Q: 3 clusters Score -2.172217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 166568 members 
Entering Unmasked Estep 
Score: -21722178.000000 Penalty: 5968.467285
	Iteration 89Q: 3 clusters Score -2.172218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 166562 members 
Entering Unmasked Estep 
Score: -21722198.000000 Penalty: 5968.467285
	Iteration 90Q: 3 clusters Score -2.17222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 166557 members 
Entering Unmasked Estep 
Score: -21722200.000000 Penalty: 5968.467285
	Iteration 91Q: 3 clusters Score -2.17222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -21722198.000000 Penalty: 5968.467285
	Iteration 92Q: 3 clusters Score -2.17222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 166541 members 
Entering Unmasked Estep 
Score: -21722208.000000 Penalty: 5968.467285
	Iteration 93Q: 3 clusters Score -2.172221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -21722212.000000 Penalty: 5968.467285
	Iteration 94Q: 3 clusters Score -2.172221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -21722204.000000 Penalty: 5968.467285
	Iteration 95Q: 3 clusters Score -2.17222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -21722208.000000 Penalty: 5968.467285
	Iteration 96Q: 3 clusters Score -2.172221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -21722196.000000 Penalty: 5968.467285
	Iteration 97Q: 3 clusters Score -2.17222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 166490 members 
Entering Unmasked Estep 
Score: -21722200.000000 Penalty: 5968.467285
	Iteration 98Q: 3 clusters Score -2.17222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -21722216.000000 Penalty: 5968.467285
	Iteration 99Q: 3 clusters Score -2.172222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -21722238.000000 Penalty: 5968.467285
	Iteration 100F: 3 clusters Score -2.172224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -21722230.000000 Penalty: 5968.467285
	Iteration 101Q: 3 clusters Score -2.172223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -21722230.000000 Penalty: 5968.467285
	Iteration 102Q: 3 clusters Score -2.172223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 166479 members 
Entering Unmasked Estep 
Score: -21722226.000000 Penalty: 5968.467285
	Iteration 103Q: 3 clusters Score -2.172223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -21722240.000000 Penalty: 5968.467285
	Iteration 104Q: 3 clusters Score -2.172224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -21722236.000000 Penalty: 5968.467285
	Iteration 105Q: 3 clusters Score -2.172224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -21722240.000000 Penalty: 5968.467285
	Iteration 106Q: 3 clusters Score -2.172224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -21722246.000000 Penalty: 5968.467285
	Iteration 107Q: 3 clusters Score -2.172225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -21722244.000000 Penalty: 5968.467285
	Iteration 108Q: 3 clusters Score -2.172224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 166464 members 
Entering Unmasked Estep 
Score: -21722244.000000 Penalty: 5968.467285
	Iteration 109Q: 3 clusters Score -2.172224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -21722240.000000 Penalty: 5968.467285
	Iteration 110Q: 3 clusters Score -2.172224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 166459 members 
Entering Unmasked Estep 
Score: -21722240.000000 Penalty: 5968.467285
	Iteration 111Q: 3 clusters Score -2.172224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -21722256.000000 Penalty: 5968.467285
	Iteration 112Q: 3 clusters Score -2.172226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -21722258.000000 Penalty: 5968.467285
	Iteration 113Q: 3 clusters Score -2.172226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -21722250.000000 Penalty: 5968.467285
	Iteration 114Q: 3 clusters Score -2.172225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -21722244.000000 Penalty: 5968.467285
	Iteration 115Q: 3 clusters Score -2.172224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -21722256.000000 Penalty: 5968.467285
	Iteration 116Q: 3 clusters Score -2.172226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -21722266.000000 Penalty: 5968.467285
	Iteration 117Q: 3 clusters Score -2.172227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -21722264.000000 Penalty: 5968.467285
	Iteration 118Q: 3 clusters Score -2.172226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -21722262.000000 Penalty: 5968.467285
	Iteration 119Q: 3 clusters Score -2.172226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -21722260.000000 Penalty: 5968.467285
	Iteration 120F: 3 clusters Score -2.172226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -21722256.000000 Penalty: 5968.467285
	Iteration 121Q: 3 clusters Score -2.172226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 166430 members 
Entering Unmasked Estep 
Score: -21722248.000000 Penalty: 5968.467285
	Iteration 122Q: 3 clusters Score -2.172225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -21722256.000000 Penalty: 5968.467285
	Iteration 123Q: 3 clusters Score -2.172226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -21722266.000000 Penalty: 5968.467285
	Iteration 124Q: 3 clusters Score -2.172227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -21722266.000000 Penalty: 5968.467285
	Iteration 125Q: 3 clusters Score -2.172227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -21722284.000000 Penalty: 5968.467285
	Iteration 126Q: 3 clusters Score -2.172228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -21722284.000000 Penalty: 5968.467285
	Iteration 127F: 3 clusters Score -2.172228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -636280.562500 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -636280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -631866.187500 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -631866.2 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -632916.375000 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -632916.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -633148.500000 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -633148.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -633343.500000 Penalty: 4218.539551
	Iteration 3F: 3 clusters Score -633343.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -633517.437500 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -633517.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -633655.250000 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -633655.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -633797.687500 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -633797.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -633909.750000 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -633909.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -634007.812500 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -634007.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -634087.062500 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -634087.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -634152.500000 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -634152.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -634216.187500 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -634216.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -634281.062500 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -634281.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -634340.937500 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -634340.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -634375.750000 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -634375.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -634407.562500 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -634407.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -634435.562500 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -634435.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634458.000000 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -634458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -634480.625000 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -634480.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -634500.000000 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -634500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -634516.750000 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -634516.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -634534.250000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -634534.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -634547.562500 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -634547.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -634553.125000 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -634553.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -634558.375000 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -634558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -634568.125000 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -634568.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -634578.062500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -634578.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -634589.062500 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -634589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -634597.687500 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -634597.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -634605.500000 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -634605.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -634612.250000 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -634612.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -634620.625000 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -634620.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -634628.875000 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -634628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -634637.312500 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -634637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -634644.812500 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -634644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -634647.875000 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -634647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -634650.625000 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -634650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -634652.125000 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -634652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -634653.062500 Penalty: 4218.539551
	Iteration 38Q: 3 clusters Score -634653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -634654.750000 Penalty: 4218.539551
	Iteration 39Q: 3 clusters Score -634654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -634655.250000 Penalty: 4218.539551
	Iteration 40F: 3 clusters Score -634655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -634656.812500 Penalty: 4218.539551
	Iteration 41Q: 3 clusters Score -634656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -634656.625000 Penalty: 4218.539551
	Iteration 42Q: 3 clusters Score -634656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -634656.375000 Penalty: 4218.539551
	Iteration 43Q: 3 clusters Score -634656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -634659.687500 Penalty: 4218.539551
	Iteration 44Q: 3 clusters Score -634659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -634661.125000 Penalty: 4218.539551
	Iteration 45Q: 3 clusters Score -634661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -634662.250000 Penalty: 4218.539551
	Iteration 46Q: 3 clusters Score -634662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -634662.687500 Penalty: 4218.539551
	Iteration 47Q: 3 clusters Score -634662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -634663.437500 Penalty: 4218.539551
	Iteration 48Q: 3 clusters Score -634663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -634664.500000 Penalty: 4218.539551
	Iteration 49Q: 3 clusters Score -634664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -634664.500000 Penalty: 4218.539551
	Iteration 50F: 3 clusters Score -634664.5 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: -55888.925781 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -55888.93 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: -54395.117188 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -54395.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54524.242188 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -54524.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54567.304688 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -54567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54587.425781 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -54587.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54592.574219 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -54592.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54597.675781 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -54597.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54610.085938 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -54610.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54616.601562 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -54616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54619.554688 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -54619.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54619.554688 Penalty: 3046.450439
	Iteration 9F: 3 clusters Score -54619.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -399718.125000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -399718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396304.312500 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -396304.3 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397034.031250 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -397034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -397249.375000 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -397249.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -397402.250000 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -397402.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -397504.531250 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -397504.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -397561.187500 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -397561.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -397601.593750 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -397601.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -397640.218750 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -397640.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -397675.406250 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -397675.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -397703.562500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -397703.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -397729.750000 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -397729.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -397751.656250 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -397751.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -397774.000000 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -397774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -397796.250000 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -397796.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -397815.187500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -397815.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -397834.500000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -397834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -397849.875000 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -397849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -397867.093750 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -397867.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -397876.625000 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -397876.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -397894.593750 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -397894.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -397909.687500 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -397909.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -397926.312500 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -397926.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -397942.343750 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -397942.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -397958.937500 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -397958.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -397976.375000 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -397976.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -397997.500000 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -397997.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -398012.968750 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -398013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -398034.093750 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -398034.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -398050.531250 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -398050.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -398068.375000 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -398068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -398083.468750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -398083.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -398093.156250 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -398093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -398099.562500 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -398099.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -398105.718750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -398105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -398111.843750 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -398111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -398121.812500 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -398121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -398130.187500 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -398130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -398135.031250 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -398135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -398141.593750 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -398141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -398145.718750 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -398145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -398151.312500 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -398151.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -398155.906250 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -398155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -398159.468750 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -398159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -398165.656250 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -398165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -398168.156250 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -398168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -398169.500000 Penalty: 4013.143311
	Iteration 45Q: 3 clusters Score -398169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -398170.937500 Penalty: 4013.143311
	Iteration 46Q: 3 clusters Score -398170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -398173.437500 Penalty: 4013.143311
	Iteration 47Q: 3 clusters Score -398173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -398174.531250 Penalty: 4013.143311
	Iteration 48Q: 3 clusters Score -398174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -398174.531250 Penalty: 4013.143311
	Iteration 49F: 3 clusters Score -398174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -28587.210938 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -28587.21 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 134 members 
Entering Unmasked Estep 
Score: -27369.839844 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -27369.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27513.535156 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -27513.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27528.820312 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -27528.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27540.332031 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -27540.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27542.869141 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -27542.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27542.869141 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -27542.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202650 members 
Entering Unmasked Estep 
Score: -26160664.000000 Penalty: 3030.370361
	Iteration 0F: 2 clusters Score -2.616066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -26029002.000000 Penalty: 6060.740723
	Iteration 0F: 3 clusters Score -2.6029e+07 nChanged 97429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -26086430.000000 Penalty: 6060.740723
	Iteration 1F: 3 clusters Score -2.608643e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -26087512.000000 Penalty: 6060.740723
	Iteration 2Q: 3 clusters Score -2.608751e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -26089140.000000 Penalty: 6060.740723
	Iteration 3Q: 3 clusters Score -2.608914e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -26091800.000000 Penalty: 6060.740723
	Iteration 4Q: 3 clusters Score -2.60918e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -26096592.000000 Penalty: 6060.740723
	Iteration 5Q: 3 clusters Score -2.609659e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -26104330.000000 Penalty: 6060.740723
	Iteration 6F: 3 clusters Score -2.610433e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -26116188.000000 Penalty: 6060.740723
	Iteration 7F: 3 clusters Score -2.611619e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -26129848.000000 Penalty: 6060.740723
	Iteration 8F: 3 clusters Score -2.612985e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -26139314.000000 Penalty: 6060.740723
	Iteration 9F: 3 clusters Score -2.613931e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -26142902.000000 Penalty: 6060.740723
	Iteration 10Q: 3 clusters Score -2.61429e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135259 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -26144674.000000 Penalty: 6060.740723
	Iteration 11Q: 3 clusters Score -2.614467e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -26146126.000000 Penalty: 6060.740723
	Iteration 12Q: 3 clusters Score -2.614613e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138270 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -26147244.000000 Penalty: 6060.740723
	Iteration 13Q: 3 clusters Score -2.614724e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -26148416.000000 Penalty: 6060.740723
	Iteration 14Q: 3 clusters Score -2.614842e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141291 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -26149474.000000 Penalty: 6060.740723
	Iteration 15Q: 3 clusters Score -2.614947e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -26150378.000000 Penalty: 6060.740723
	Iteration 16Q: 3 clusters Score -2.615038e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144093 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -26151056.000000 Penalty: 6060.740723
	Iteration 17Q: 3 clusters Score -2.615106e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -26151654.000000 Penalty: 6060.740723
	Iteration 18Q: 3 clusters Score -2.615165e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146851 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -26152158.000000 Penalty: 6060.740723
	Iteration 19Q: 3 clusters Score -2.615216e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -26152678.000000 Penalty: 6060.740723
	Iteration 20F: 3 clusters Score -2.615268e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -26153086.000000 Penalty: 6060.740723
	Iteration 21Q: 3 clusters Score -2.615309e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -26153634.000000 Penalty: 6060.740723
	Iteration 22Q: 3 clusters Score -2.615363e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -26154046.000000 Penalty: 6060.740723
	Iteration 23Q: 3 clusters Score -2.615405e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -26154518.000000 Penalty: 6060.740723
	Iteration 24Q: 3 clusters Score -2.615452e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -26154888.000000 Penalty: 6060.740723
	Iteration 25Q: 3 clusters Score -2.615489e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -26155274.000000 Penalty: 6060.740723
	Iteration 26Q: 3 clusters Score -2.615527e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -26155808.000000 Penalty: 6060.740723
	Iteration 27Q: 3 clusters Score -2.615581e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159033 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -26156182.000000 Penalty: 6060.740723
	Iteration 28Q: 3 clusters Score -2.615618e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -26156406.000000 Penalty: 6060.740723
	Iteration 29Q: 3 clusters Score -2.615641e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -26156628.000000 Penalty: 6060.740723
	Iteration 30Q: 3 clusters Score -2.615663e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -26156896.000000 Penalty: 6060.740723
	Iteration 31Q: 3 clusters Score -2.61569e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -26157146.000000 Penalty: 6060.740723
	Iteration 32Q: 3 clusters Score -2.615715e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164587 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -26157434.000000 Penalty: 6060.740723
	Iteration 33Q: 3 clusters Score -2.615743e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -26157798.000000 Penalty: 6060.740723
	Iteration 34Q: 3 clusters Score -2.61578e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -26158154.000000 Penalty: 6060.740723
	Iteration 35Q: 3 clusters Score -2.615815e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -26158496.000000 Penalty: 6060.740723
	Iteration 36Q: 3 clusters Score -2.61585e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -26158946.000000 Penalty: 6060.740723
	Iteration 37Q: 3 clusters Score -2.615895e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170751 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -26159262.000000 Penalty: 6060.740723
	Iteration 38Q: 3 clusters Score -2.615926e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -26159574.000000 Penalty: 6060.740723
	Iteration 39Q: 3 clusters Score -2.615957e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -26159844.000000 Penalty: 6060.740723
	Iteration 40F: 3 clusters Score -2.615984e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -26159970.000000 Penalty: 6060.740723
	Iteration 41Q: 3 clusters Score -2.615997e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -26160296.000000 Penalty: 6060.740723
	Iteration 42Q: 3 clusters Score -2.61603e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177481 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -26160350.000000 Penalty: 6060.740723
	Iteration 43Q: 3 clusters Score -2.616035e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -26160410.000000 Penalty: 6060.740723
	Iteration 44Q: 3 clusters Score -2.616041e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -26160358.000000 Penalty: 6060.740723
	Iteration 45Q: 3 clusters Score -2.616036e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6060.740723
	Iteration 46Q: 3 clusters Score -2.616047e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182220 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -26160448.000000 Penalty: 6060.740723
	Iteration 47Q: 3 clusters Score -2.616045e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -26160380.000000 Penalty: 6060.740723
	Iteration 48Q: 3 clusters Score -2.616038e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -26160384.000000 Penalty: 6060.740723
	Iteration 49Q: 3 clusters Score -2.616038e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185186 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -26160382.000000 Penalty: 6060.740723
	Iteration 50Q: 3 clusters Score -2.616038e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186089 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -26160476.000000 Penalty: 6060.740723
	Iteration 51Q: 3 clusters Score -2.616048e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -26160524.000000 Penalty: 6060.740723
	Iteration 52Q: 3 clusters Score -2.616052e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187777 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -26160532.000000 Penalty: 6060.740723
	Iteration 53Q: 3 clusters Score -2.616053e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188530 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -26160440.000000 Penalty: 6060.740723
	Iteration 54Q: 3 clusters Score -2.616044e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189236 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -26160368.000000 Penalty: 6060.740723
	Iteration 55Q: 3 clusters Score -2.616037e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189944 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -26160308.000000 Penalty: 6060.740723
	Iteration 56Q: 3 clusters Score -2.616031e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190628 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -26160220.000000 Penalty: 6060.740723
	Iteration 57Q: 3 clusters Score -2.616022e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191285 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -26160088.000000 Penalty: 6060.740723
	Iteration 58Q: 3 clusters Score -2.616009e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191910 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -26159898.000000 Penalty: 6060.740723
	Iteration 59Q: 3 clusters Score -2.61599e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192477 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -26159868.000000 Penalty: 6060.740723
	Iteration 60F: 3 clusters Score -2.615987e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193051 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -26159904.000000 Penalty: 6060.740723
	Iteration 61Q: 3 clusters Score -2.61599e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -26159872.000000 Penalty: 6060.740723
	Iteration 62Q: 3 clusters Score -2.615987e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -26159758.000000 Penalty: 6060.740723
	Iteration 63Q: 3 clusters Score -2.615976e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194532 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -26159658.000000 Penalty: 6060.740723
	Iteration 64Q: 3 clusters Score -2.615966e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194963 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -26159650.000000 Penalty: 6060.740723
	Iteration 65Q: 3 clusters Score -2.615965e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195351 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -26159564.000000 Penalty: 6060.740723
	Iteration 66Q: 3 clusters Score -2.615956e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195725 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -26159540.000000 Penalty: 6060.740723
	Iteration 67Q: 3 clusters Score -2.615954e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196087 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -26159536.000000 Penalty: 6060.740723
	Iteration 68Q: 3 clusters Score -2.615954e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196402 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -26159412.000000 Penalty: 6060.740723
	Iteration 69Q: 3 clusters Score -2.615941e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196674 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -26159344.000000 Penalty: 6060.740723
	Iteration 70Q: 3 clusters Score -2.615934e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196943 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -26159346.000000 Penalty: 6060.740723
	Iteration 71Q: 3 clusters Score -2.615935e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -26159286.000000 Penalty: 6060.740723
	Iteration 72Q: 3 clusters Score -2.615929e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197453 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -26159214.000000 Penalty: 6060.740723
	Iteration 73Q: 3 clusters Score -2.615921e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197700 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -26159160.000000 Penalty: 6060.740723
	Iteration 74Q: 3 clusters Score -2.615916e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197907 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -26159162.000000 Penalty: 6060.740723
	Iteration 75Q: 3 clusters Score -2.615916e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198099 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -26159208.000000 Penalty: 6060.740723
	Iteration 76Q: 3 clusters Score -2.615921e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -26159168.000000 Penalty: 6060.740723
	Iteration 77Q: 3 clusters Score -2.615917e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198456 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -26159140.000000 Penalty: 6060.740723
	Iteration 78Q: 3 clusters Score -2.615914e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198619 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -26159082.000000 Penalty: 6060.740723
	Iteration 79Q: 3 clusters Score -2.615908e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198784 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -26159072.000000 Penalty: 6060.740723
	Iteration 80F: 3 clusters Score -2.615907e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198933 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -26159020.000000 Penalty: 6060.740723
	Iteration 81Q: 3 clusters Score -2.615902e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199070 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -26159052.000000 Penalty: 6060.740723
	Iteration 82Q: 3 clusters Score -2.615905e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199208 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -26159052.000000 Penalty: 6060.740723
	Iteration 83Q: 3 clusters Score -2.615905e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199342 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -26159044.000000 Penalty: 6060.740723
	Iteration 84Q: 3 clusters Score -2.615904e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -26159032.000000 Penalty: 6060.740723
	Iteration 85Q: 3 clusters Score -2.615903e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199566 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -26159000.000000 Penalty: 6060.740723
	Iteration 86Q: 3 clusters Score -2.6159e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199646 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -26159006.000000 Penalty: 6060.740723
	Iteration 87Q: 3 clusters Score -2.615901e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199730 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -26159000.000000 Penalty: 6060.740723
	Iteration 88Q: 3 clusters Score -2.6159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199804 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -26158990.000000 Penalty: 6060.740723
	Iteration 89Q: 3 clusters Score -2.615899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199880 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -26158954.000000 Penalty: 6060.740723
	Iteration 90Q: 3 clusters Score -2.615895e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199946 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -26158930.000000 Penalty: 6060.740723
	Iteration 91Q: 3 clusters Score -2.615893e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200014 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -26158946.000000 Penalty: 6060.740723
	Iteration 92Q: 3 clusters Score -2.615895e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200076 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -26158964.000000 Penalty: 6060.740723
	Iteration 93Q: 3 clusters Score -2.615896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200147 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -26158934.000000 Penalty: 6060.740723
	Iteration 94Q: 3 clusters Score -2.615893e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200198 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -26158928.000000 Penalty: 6060.740723
	Iteration 95Q: 3 clusters Score -2.615893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200244 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -26158938.000000 Penalty: 6060.740723
	Iteration 96Q: 3 clusters Score -2.615894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200292 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -26158942.000000 Penalty: 6060.740723
	Iteration 97Q: 3 clusters Score -2.615894e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200346 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26158924.000000 Penalty: 6060.740723
	Iteration 98Q: 3 clusters Score -2.615892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200398 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -26158904.000000 Penalty: 6060.740723
	Iteration 99Q: 3 clusters Score -2.61589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200456 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -26158912.000000 Penalty: 6060.740723
	Iteration 100F: 3 clusters Score -2.615891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -26158932.000000 Penalty: 6060.740723
	Iteration 101Q: 3 clusters Score -2.615893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200592 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -26158944.000000 Penalty: 6060.740723
	Iteration 102Q: 3 clusters Score -2.615894e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200644 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -26158928.000000 Penalty: 6060.740723
	Iteration 103Q: 3 clusters Score -2.615893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200688 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -26158902.000000 Penalty: 6060.740723
	Iteration 104Q: 3 clusters Score -2.61589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -26158922.000000 Penalty: 6060.740723
	Iteration 105Q: 3 clusters Score -2.615892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200767 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -26158916.000000 Penalty: 6060.740723
	Iteration 106Q: 3 clusters Score -2.615892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200803 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -26158880.000000 Penalty: 6060.740723
	Iteration 107Q: 3 clusters Score -2.615888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200843 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -26158868.000000 Penalty: 6060.740723
	Iteration 108Q: 3 clusters Score -2.615887e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200884 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -26158870.000000 Penalty: 6060.740723
	Iteration 109Q: 3 clusters Score -2.615887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200916 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26158878.000000 Penalty: 6060.740723
	Iteration 110Q: 3 clusters Score -2.615888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200946 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -26158878.000000 Penalty: 6060.740723
	Iteration 111Q: 3 clusters Score -2.615888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200976 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -26158850.000000 Penalty: 6060.740723
	Iteration 112Q: 3 clusters Score -2.615885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201002 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26158858.000000 Penalty: 6060.740723
	Iteration 113Q: 3 clusters Score -2.615886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201030 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -26158860.000000 Penalty: 6060.740723
	Iteration 114Q: 3 clusters Score -2.615886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201052 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -26158848.000000 Penalty: 6060.740723
	Iteration 115Q: 3 clusters Score -2.615885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201080 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -26158830.000000 Penalty: 6060.740723
	Iteration 116Q: 3 clusters Score -2.615883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201104 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26158806.000000 Penalty: 6060.740723
	Iteration 117Q: 3 clusters Score -2.615881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201118 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26158808.000000 Penalty: 6060.740723
	Iteration 118Q: 3 clusters Score -2.615881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201125 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -26158816.000000 Penalty: 6060.740723
	Iteration 119Q: 3 clusters Score -2.615882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201129 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -26158798.000000 Penalty: 6060.740723
	Iteration 120F: 3 clusters Score -2.61588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -26158836.000000 Penalty: 6060.740723
	Iteration 121Q: 3 clusters Score -2.615884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201146 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -26158822.000000 Penalty: 6060.740723
	Iteration 122Q: 3 clusters Score -2.615882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201159 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -26158830.000000 Penalty: 6060.740723
	Iteration 123Q: 3 clusters Score -2.615883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201170 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -26158834.000000 Penalty: 6060.740723
	Iteration 124Q: 3 clusters Score -2.615883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201181 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -26158814.000000 Penalty: 6060.740723
	Iteration 125Q: 3 clusters Score -2.615881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201193 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -26158808.000000 Penalty: 6060.740723
	Iteration 126Q: 3 clusters Score -2.615881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201208 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -26158816.000000 Penalty: 6060.740723
	Iteration 127Q: 3 clusters Score -2.615882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -26158778.000000 Penalty: 6060.740723
	Iteration 128Q: 3 clusters Score -2.615878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -26158810.000000 Penalty: 6060.740723
	Iteration 129Q: 3 clusters Score -2.615881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201246 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -26158812.000000 Penalty: 6060.740723
	Iteration 130Q: 3 clusters Score -2.615881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -26158818.000000 Penalty: 6060.740723
	Iteration 131Q: 3 clusters Score -2.615882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201258 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -26158830.000000 Penalty: 6060.740723
	Iteration 132Q: 3 clusters Score -2.615883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -26158826.000000 Penalty: 6060.740723
	Iteration 133Q: 3 clusters Score -2.615883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201264 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -26158814.000000 Penalty: 6060.740723
	Iteration 134Q: 3 clusters Score -2.615881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201265 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -26158812.000000 Penalty: 6060.740723
	Iteration 135Q: 3 clusters Score -2.615881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201267 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -26158814.000000 Penalty: 6060.740723
	Iteration 136Q: 3 clusters Score -2.615881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201267 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -26158820.000000 Penalty: 6060.740723
	Iteration 137Q: 3 clusters Score -2.615882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201268 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -26158830.000000 Penalty: 6060.740723
	Iteration 138Q: 3 clusters Score -2.615883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201268 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -26158830.000000 Penalty: 6060.740723
	Iteration 139F: 3 clusters Score -2.615883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Entering Unmasked Estep 
Score: -8315969.500000 Penalty: 2745.639648
	Iteration 0F: 2 clusters Score -8315970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8272728.500000 Penalty: 5491.279297
	Iteration 0F: 3 clusters Score -8272728 nChanged 30056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -8290249.000000 Penalty: 5491.279297
	Iteration 1F: 3 clusters Score -8290249 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -8291321.000000 Penalty: 5491.279297
	Iteration 2Q: 3 clusters Score -8291321 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8292629.000000 Penalty: 5491.279297
	Iteration 3Q: 3 clusters Score -8292629 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8294416.000000 Penalty: 5491.279297
	Iteration 4F: 3 clusters Score -8294416 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -8296411.500000 Penalty: 5491.279297
	Iteration 5F: 3 clusters Score -8296412 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -8298627.500000 Penalty: 5491.279297
	Iteration 6F: 3 clusters Score -8298628 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8300710.500000 Penalty: 5491.279297
	Iteration 7F: 3 clusters Score -8300710 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -8302559.000000 Penalty: 5491.279297
	Iteration 8Q: 3 clusters Score -8302559 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8304082.500000 Penalty: 5491.279297
	Iteration 9Q: 3 clusters Score -8304082 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -8305406.000000 Penalty: 5491.279297
	Iteration 10Q: 3 clusters Score -8305406 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -8306487.000000 Penalty: 5491.279297
	Iteration 11Q: 3 clusters Score -8306487 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -8307169.500000 Penalty: 5491.279297
	Iteration 12Q: 3 clusters Score -8307170 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -8307727.000000 Penalty: 5491.279297
	Iteration 13Q: 3 clusters Score -8307727 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -8308153.500000 Penalty: 5491.279297
	Iteration 14Q: 3 clusters Score -8308154 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -8308499.000000 Penalty: 5491.279297
	Iteration 15Q: 3 clusters Score -8308499 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -8308896.000000 Penalty: 5491.279297
	Iteration 16Q: 3 clusters Score -8308896 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -8309288.500000 Penalty: 5491.279297
	Iteration 17Q: 3 clusters Score -8309288 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -8309656.000000 Penalty: 5491.279297
	Iteration 18Q: 3 clusters Score -8309656 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8310035.000000 Penalty: 5491.279297
	Iteration 19Q: 3 clusters Score -8310035 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8310434.500000 Penalty: 5491.279297
	Iteration 20F: 3 clusters Score -8310434 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -8310790.000000 Penalty: 5491.279297
	Iteration 21Q: 3 clusters Score -8310790 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8311161.500000 Penalty: 5491.279297
	Iteration 22Q: 3 clusters Score -8311162 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8311514.000000 Penalty: 5491.279297
	Iteration 23Q: 3 clusters Score -8311514 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8311814.500000 Penalty: 5491.279297
	Iteration 24Q: 3 clusters Score -8311814 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -8312060.500000 Penalty: 5491.279297
	Iteration 25Q: 3 clusters Score -8312060 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8312246.000000 Penalty: 5491.279297
	Iteration 26Q: 3 clusters Score -8312246 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8312453.500000 Penalty: 5491.279297
	Iteration 27Q: 3 clusters Score -8312454 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8312564.500000 Penalty: 5491.279297
	Iteration 28Q: 3 clusters Score -8312564 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8312715.000000 Penalty: 5491.279297
	Iteration 29Q: 3 clusters Score -8312715 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8312869.500000 Penalty: 5491.279297
	Iteration 30Q: 3 clusters Score -8312870 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8312968.500000 Penalty: 5491.279297
	Iteration 31Q: 3 clusters Score -8312968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8313066.000000 Penalty: 5491.279297
	Iteration 32Q: 3 clusters Score -8313066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8313172.500000 Penalty: 5491.279297
	Iteration 33Q: 3 clusters Score -8313172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8313232.500000 Penalty: 5491.279297
	Iteration 34Q: 3 clusters Score -8313232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8313286.000000 Penalty: 5491.279297
	Iteration 35Q: 3 clusters Score -8313286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8313340.000000 Penalty: 5491.279297
	Iteration 36Q: 3 clusters Score -8313340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8313362.000000 Penalty: 5491.279297
	Iteration 37Q: 3 clusters Score -8313362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8313401.000000 Penalty: 5491.279297
	Iteration 38Q: 3 clusters Score -8313401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8313408.000000 Penalty: 5491.279297
	Iteration 39Q: 3 clusters Score -8313408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8313439.500000 Penalty: 5491.279297
	Iteration 40F: 3 clusters Score -8313440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8313477.500000 Penalty: 5491.279297
	Iteration 41Q: 3 clusters Score -8313478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8313486.500000 Penalty: 5491.279297
	Iteration 42Q: 3 clusters Score -8313486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8313493.500000 Penalty: 5491.279297
	Iteration 43Q: 3 clusters Score -8313494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8313522.500000 Penalty: 5491.279297
	Iteration 44Q: 3 clusters Score -8313522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8313526.000000 Penalty: 5491.279297
	Iteration 45Q: 3 clusters Score -8313526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8313532.000000 Penalty: 5491.279297
	Iteration 46Q: 3 clusters Score -8313532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8313522.000000 Penalty: 5491.279297
	Iteration 47Q: 3 clusters Score -8313522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8313539.500000 Penalty: 5491.279297
	Iteration 48Q: 3 clusters Score -8313540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8313544.500000 Penalty: 5491.279297
	Iteration 49Q: 3 clusters Score -8313544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8313558.500000 Penalty: 5491.279297
	Iteration 50Q: 3 clusters Score -8313558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8313555.500000 Penalty: 5491.279297
	Iteration 51Q: 3 clusters Score -8313556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8313558.500000 Penalty: 5491.279297
	Iteration 52Q: 3 clusters Score -8313558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8313576.500000 Penalty: 5491.279297
	Iteration 53Q: 3 clusters Score -8313576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8313583.500000 Penalty: 5491.279297
	Iteration 54Q: 3 clusters Score -8313584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8313588.000000 Penalty: 5491.279297
	Iteration 55Q: 3 clusters Score -8313588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8313593.500000 Penalty: 5491.279297
	Iteration 56Q: 3 clusters Score -8313594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8313593.500000 Penalty: 5491.279297
	Iteration 57Q: 3 clusters Score -8313594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8313612.000000 Penalty: 5491.279297
	Iteration 58Q: 3 clusters Score -8313612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8313618.000000 Penalty: 5491.279297
	Iteration 59Q: 3 clusters Score -8313618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8313613.500000 Penalty: 5491.279297
	Iteration 60F: 3 clusters Score -8313614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8313617.000000 Penalty: 5491.279297
	Iteration 61Q: 3 clusters Score -8313617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8313624.500000 Penalty: 5491.279297
	Iteration 62Q: 3 clusters Score -8313624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8313628.000000 Penalty: 5491.279297
	Iteration 63Q: 3 clusters Score -8313628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8313633.500000 Penalty: 5491.279297
	Iteration 64Q: 3 clusters Score -8313634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8313637.000000 Penalty: 5491.279297
	Iteration 65Q: 3 clusters Score -8313637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8313630.500000 Penalty: 5491.279297
	Iteration 66Q: 3 clusters Score -8313630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8313638.500000 Penalty: 5491.279297
	Iteration 67Q: 3 clusters Score -8313638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8313639.500000 Penalty: 5491.279297
	Iteration 68Q: 3 clusters Score -8313640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8313637.500000 Penalty: 5491.279297
	Iteration 69Q: 3 clusters Score -8313638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8313650.000000 Penalty: 5491.279297
	Iteration 70Q: 3 clusters Score -8313650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8313648.000000 Penalty: 5491.279297
	Iteration 71Q: 3 clusters Score -8313648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8313646.000000 Penalty: 5491.279297
	Iteration 72Q: 3 clusters Score -8313646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8313654.500000 Penalty: 5491.279297
	Iteration 73Q: 3 clusters Score -8313654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8313642.000000 Penalty: 5491.279297
	Iteration 74Q: 3 clusters Score -8313642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8313648.500000 Penalty: 5491.279297
	Iteration 75Q: 3 clusters Score -8313648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8313654.500000 Penalty: 5491.279297
	Iteration 76Q: 3 clusters Score -8313654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8313649.000000 Penalty: 5491.279297
	Iteration 77Q: 3 clusters Score -8313649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8313649.000000 Penalty: 5491.279297
	Iteration 78Q: 3 clusters Score -8313649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8313650.500000 Penalty: 5491.279297
	Iteration 79Q: 3 clusters Score -8313650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8313662.500000 Penalty: 5491.279297
	Iteration 80F: 3 clusters Score -8313662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8313662.000000 Penalty: 5491.279297
	Iteration 81Q: 3 clusters Score -8313662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8313658.500000 Penalty: 5491.279297
	Iteration 82Q: 3 clusters Score -8313658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8313661.500000 Penalty: 5491.279297
	Iteration 83Q: 3 clusters Score -8313662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8313672.000000 Penalty: 5491.279297
	Iteration 84Q: 3 clusters Score -8313672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8313671.500000 Penalty: 5491.279297
	Iteration 85Q: 3 clusters Score -8313672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8313674.500000 Penalty: 5491.279297
	Iteration 86Q: 3 clusters Score -8313674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8313674.000000 Penalty: 5491.279297
	Iteration 87Q: 3 clusters Score -8313674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8313676.000000 Penalty: 5491.279297
	Iteration 88Q: 3 clusters Score -8313676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8313679.000000 Penalty: 5491.279297
	Iteration 89Q: 3 clusters Score -8313679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8313692.500000 Penalty: 5491.279297
	Iteration 90Q: 3 clusters Score -8313692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8313690.500000 Penalty: 5491.279297
	Iteration 91Q: 3 clusters Score -8313690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8313694.500000 Penalty: 5491.279297
	Iteration 92Q: 3 clusters Score -8313694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8313695.500000 Penalty: 5491.279297
	Iteration 93Q: 3 clusters Score -8313696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8313706.500000 Penalty: 5491.279297
	Iteration 94Q: 3 clusters Score -8313706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8313705.500000 Penalty: 5491.279297
	Iteration 95Q: 3 clusters Score -8313706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8313707.500000 Penalty: 5491.279297
	Iteration 96Q: 3 clusters Score -8313708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8313707.500000 Penalty: 5491.279297
	Iteration 97F: 3 clusters Score -8313708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -119598.460938 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117692.554688 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -117692.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118145.953125 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -118146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118433.187500 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -118433.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118867.273438 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -118867.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119494.898438 Penalty: 3453.272705
	Iteration 4F: 3 clusters Score -119494.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120163.921875 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -120163.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -120328.101562 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -120328.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120407.218750 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -120407.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120470.375000 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -120470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120547.937500 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -120547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120619.421875 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -120619.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120684.226562 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -120684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120694.203125 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -120694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120702.703125 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -120702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120711.000000 Penalty: 3453.272705
	Iteration 14F: 3 clusters Score -120711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120722.109375 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -120722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120729.132812 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -120729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120729.132812 Penalty: 3453.272705
	Iteration 17F: 3 clusters Score -120729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 471 members 
Entering Unmasked Estep 
Score: -138540560.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138541312.000000 to -138540560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Entering Unmasked Estep 
Score: -7590929.000000 Penalty: 2729.893311
	Iteration 0F: 2 clusters Score -7590929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -7550297.500000 Penalty: 5459.786621
	Iteration 0F: 3 clusters Score -7550298 nChanged 28101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -7565995.500000 Penalty: 5459.786621
	Iteration 1F: 3 clusters Score -7565996 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -7566528.500000 Penalty: 5459.786621
	Iteration 2Q: 3 clusters Score -7566528 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7567137.500000 Penalty: 5459.786621
	Iteration 3Q: 3 clusters Score -7567138 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -7567854.500000 Penalty: 5459.786621
	Iteration 4Q: 3 clusters Score -7567854 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -7568967.000000 Penalty: 5459.786621
	Iteration 5Q: 3 clusters Score -7568967 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -7570847.500000 Penalty: 5459.786621
	Iteration 6F: 3 clusters Score -7570848 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -7573813.000000 Penalty: 5459.786621
	Iteration 7F: 3 clusters Score -7573813 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -7578231.500000 Penalty: 5459.786621
	Iteration 8F: 3 clusters Score -7578232 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -7583043.000000 Penalty: 5459.786621
	Iteration 9F: 3 clusters Score -7583043 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7586309.000000 Penalty: 5459.786621
	Iteration 10F: 3 clusters Score -7586309 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7587781.000000 Penalty: 5459.786621
	Iteration 11Q: 3 clusters Score -7587781 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7588276.000000 Penalty: 5459.786621
	Iteration 12Q: 3 clusters Score -7588276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7588435.500000 Penalty: 5459.786621
	Iteration 13Q: 3 clusters Score -7588436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7588473.000000 Penalty: 5459.786621
	Iteration 14Q: 3 clusters Score -7588473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7588509.000000 Penalty: 5459.786621
	Iteration 15Q: 3 clusters Score -7588509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7588523.000000 Penalty: 5459.786621
	Iteration 16Q: 3 clusters Score -7588523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7588534.000000 Penalty: 5459.786621
	Iteration 17Q: 3 clusters Score -7588534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7588539.500000 Penalty: 5459.786621
	Iteration 18Q: 3 clusters Score -7588540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7588539.500000 Penalty: 5459.786621
	Iteration 19F: 3 clusters Score -7588540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -427262.968750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -427263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -423794.281250 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -423794.3 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -424487.343750 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -424487.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -424647.625000 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -424647.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -424760.781250 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -424760.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -424834.156250 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -424834.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -424884.687500 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -424884.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -424921.531250 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -424921.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -424955.750000 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -424955.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -424980.843750 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -424980.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -425002.187500 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -425002.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -425021.937500 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -425021.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -425041.562500 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -425041.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -425056.218750 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -425056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -425072.406250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -425072.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -425085.562500 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -425085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -425095.562500 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -425095.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -425105.875000 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -425105.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -425114.812500 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -425114.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -425122.531250 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -425122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425125.343750 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -425125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -425129.375000 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -425129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -425134.562500 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -425134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -425139.000000 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -425139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -425147.406250 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -425147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -425153.156250 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -425153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -425161.625000 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -425161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -425169.031250 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -425169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -425173.906250 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -425173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -425180.062500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -425180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -425185.343750 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -425185.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -425189.031250 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -425189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -425192.187500 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -425192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -425192.593750 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -425192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -425194.781250 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -425194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -425195.562500 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -425195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -425195.625000 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -425195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -425196.843750 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -425196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -425196.500000 Penalty: 4019.783203
	Iteration 37Q: 3 clusters Score -425196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -425197.531250 Penalty: 4019.783203
	Iteration 38Q: 3 clusters Score -425197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -425198.125000 Penalty: 4019.783203
	Iteration 39Q: 3 clusters Score -425198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -425199.000000 Penalty: 4019.783203
	Iteration 40F: 3 clusters Score -425199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -425199.812500 Penalty: 4019.783203
	Iteration 41Q: 3 clusters Score -425199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -425199.812500 Penalty: 4019.783203
	Iteration 42F: 3 clusters Score -425199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -57544.394531 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -57544.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56001.152344 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -56001.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56148.437500 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -56148.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56199.914062 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -56199.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56238.207031 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -56238.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56264.125000 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -56264.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56276.886719 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -56276.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56286.671875 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -56286.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56311.796875 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -56311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56328.292969 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -56328.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56338.519531 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -56338.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56352.843750 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -56352.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56356.066406 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -56356.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56361.550781 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -56361.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56363.449219 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -56363.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56366.929688 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -56366.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56374.726562 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -56374.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56382.804688 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -56382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56401.437500 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -56401.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56419.078125 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -56419.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56444.562500 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -56444.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56465.398438 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -56465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56526.757812 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -56526.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56639.878906 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -56639.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56825.839844 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -56825.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56891.171875 Penalty: 3089.341309
	Iteration 24Q: 3 clusters Score -56891.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56953.039062 Penalty: 3089.341309
	Iteration 25Q: 3 clusters Score -56953.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56983.804688 Penalty: 3089.341309
	Iteration 26Q: 3 clusters Score -56983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57010.726562 Penalty: 3089.341309
	Iteration 27Q: 3 clusters Score -57010.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57052.281250 Penalty: 3089.341309
	Iteration 28Q: 3 clusters Score -57052.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57152.312500 Penalty: 3089.341309
	Iteration 29Q: 3 clusters Score -57152.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57175.941406 Penalty: 3089.341309
	Iteration 30Q: 3 clusters Score -57175.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57175.941406 Penalty: 3089.341309
	Iteration 31F: 3 clusters Score -57175.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -828250.687500 Penalty: 2172.592285
	Iteration 0F: 2 clusters Score -828250.7 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 3191 members 
Entering Unmasked Estep 
Score: -822841.250000 Penalty: 4345.184570
	Iteration 0F: 3 clusters Score -822841.2 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -824228.625000 Penalty: 4345.184570
	Iteration 1F: 3 clusters Score -824228.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -824467.125000 Penalty: 4345.184570
	Iteration 2F: 3 clusters Score -824467.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -824598.000000 Penalty: 4345.184570
	Iteration 3Q: 3 clusters Score -824598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -824685.187500 Penalty: 4345.184570
	Iteration 4Q: 3 clusters Score -824685.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -824753.937500 Penalty: 4345.184570
	Iteration 5Q: 3 clusters Score -824753.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -824797.187500 Penalty: 4345.184570
	Iteration 6Q: 3 clusters Score -824797.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -824829.562500 Penalty: 4345.184570
	Iteration 7Q: 3 clusters Score -824829.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -824851.250000 Penalty: 4345.184570
	Iteration 8Q: 3 clusters Score -824851.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -824866.750000 Penalty: 4345.184570
	Iteration 9Q: 3 clusters Score -824866.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -824878.562500 Penalty: 4345.184570
	Iteration 10Q: 3 clusters Score -824878.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -824893.125000 Penalty: 4345.184570
	Iteration 11Q: 3 clusters Score -824893.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -824906.500000 Penalty: 4345.184570
	Iteration 12Q: 3 clusters Score -824906.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -824914.375000 Penalty: 4345.184570
	Iteration 13Q: 3 clusters Score -824914.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -824922.875000 Penalty: 4345.184570
	Iteration 14Q: 3 clusters Score -824922.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -824929.562500 Penalty: 4345.184570
	Iteration 15Q: 3 clusters Score -824929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -824934.937500 Penalty: 4345.184570
	Iteration 16Q: 3 clusters Score -824934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -824941.562500 Penalty: 4345.184570
	Iteration 17Q: 3 clusters Score -824941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -824946.687500 Penalty: 4345.184570
	Iteration 18Q: 3 clusters Score -824946.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -824957.625000 Penalty: 4345.184570
	Iteration 19Q: 3 clusters Score -824957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -824964.687500 Penalty: 4345.184570
	Iteration 20F: 3 clusters Score -824964.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -824974.750000 Penalty: 4345.184570
	Iteration 21Q: 3 clusters Score -824974.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -824980.125000 Penalty: 4345.184570
	Iteration 22Q: 3 clusters Score -824980.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -824988.437500 Penalty: 4345.184570
	Iteration 23Q: 3 clusters Score -824988.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -824995.187500 Penalty: 4345.184570
	Iteration 24Q: 3 clusters Score -824995.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -825005.375000 Penalty: 4345.184570
	Iteration 25Q: 3 clusters Score -825005.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -825012.125000 Penalty: 4345.184570
	Iteration 26Q: 3 clusters Score -825012.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -825017.500000 Penalty: 4345.184570
	Iteration 27Q: 3 clusters Score -825017.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -825025.125000 Penalty: 4345.184570
	Iteration 28Q: 3 clusters Score -825025.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -825029.312500 Penalty: 4345.184570
	Iteration 29Q: 3 clusters Score -825029.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -825033.687500 Penalty: 4345.184570
	Iteration 30Q: 3 clusters Score -825033.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -825036.625000 Penalty: 4345.184570
	Iteration 31Q: 3 clusters Score -825036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -825039.187500 Penalty: 4345.184570
	Iteration 32Q: 3 clusters Score -825039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -825043.437500 Penalty: 4345.184570
	Iteration 33Q: 3 clusters Score -825043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -825044.687500 Penalty: 4345.184570
	Iteration 34Q: 3 clusters Score -825044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -825046.750000 Penalty: 4345.184570
	Iteration 35Q: 3 clusters Score -825046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -825047.187500 Penalty: 4345.184570
	Iteration 36Q: 3 clusters Score -825047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -825048.437500 Penalty: 4345.184570
	Iteration 37Q: 3 clusters Score -825048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -825050.250000 Penalty: 4345.184570
	Iteration 38Q: 3 clusters Score -825050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -825054.250000 Penalty: 4345.184570
	Iteration 39Q: 3 clusters Score -825054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -825053.312500 Penalty: 4345.184570
	Iteration 40F: 3 clusters Score -825053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -825055.875000 Penalty: 4345.184570
	Iteration 41Q: 3 clusters Score -825055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -825058.125000 Penalty: 4345.184570
	Iteration 42Q: 3 clusters Score -825058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -825059.937500 Penalty: 4345.184570
	Iteration 43Q: 3 clusters Score -825059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -825064.687500 Penalty: 4345.184570
	Iteration 44Q: 3 clusters Score -825064.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -825068.875000 Penalty: 4345.184570
	Iteration 45Q: 3 clusters Score -825068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -825070.062500 Penalty: 4345.184570
	Iteration 46Q: 3 clusters Score -825070.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -825073.187500 Penalty: 4345.184570
	Iteration 47Q: 3 clusters Score -825073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -825074.750000 Penalty: 4345.184570
	Iteration 48Q: 3 clusters Score -825074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -825076.125000 Penalty: 4345.184570
	Iteration 49Q: 3 clusters Score -825076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -825078.187500 Penalty: 4345.184570
	Iteration 50Q: 3 clusters Score -825078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -825079.875000 Penalty: 4345.184570
	Iteration 51Q: 3 clusters Score -825079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -825080.312500 Penalty: 4345.184570
	Iteration 52Q: 3 clusters Score -825080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -825080.812500 Penalty: 4345.184570
	Iteration 53Q: 3 clusters Score -825080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -825081.937500 Penalty: 4345.184570
	Iteration 54Q: 3 clusters Score -825081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -825084.625000 Penalty: 4345.184570
	Iteration 55Q: 3 clusters Score -825084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -825086.187500 Penalty: 4345.184570
	Iteration 56Q: 3 clusters Score -825086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -825088.312500 Penalty: 4345.184570
	Iteration 57Q: 3 clusters Score -825088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -825088.250000 Penalty: 4345.184570
	Iteration 58Q: 3 clusters Score -825088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -825091.562500 Penalty: 4345.184570
	Iteration 59Q: 3 clusters Score -825091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -825095.812500 Penalty: 4345.184570
	Iteration 60F: 3 clusters Score -825095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -825099.875000 Penalty: 4345.184570
	Iteration 61Q: 3 clusters Score -825099.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -825104.375000 Penalty: 4345.184570
	Iteration 62Q: 3 clusters Score -825104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -825107.812500 Penalty: 4345.184570
	Iteration 63Q: 3 clusters Score -825107.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -825113.312500 Penalty: 4345.184570
	Iteration 64Q: 3 clusters Score -825113.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -825116.750000 Penalty: 4345.184570
	Iteration 65Q: 3 clusters Score -825116.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -825120.312500 Penalty: 4345.184570
	Iteration 66Q: 3 clusters Score -825120.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -825130.125000 Penalty: 4345.184570
	Iteration 67Q: 3 clusters Score -825130.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -825138.937500 Penalty: 4345.184570
	Iteration 68Q: 3 clusters Score -825138.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -825147.750000 Penalty: 4345.184570
	Iteration 69Q: 3 clusters Score -825147.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -825156.687500 Penalty: 4345.184570
	Iteration 70Q: 3 clusters Score -825156.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -825172.375000 Penalty: 4345.184570
	Iteration 71Q: 3 clusters Score -825172.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -825183.812500 Penalty: 4345.184570
	Iteration 72Q: 3 clusters Score -825183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -825200.312500 Penalty: 4345.184570
	Iteration 73Q: 3 clusters Score -825200.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -825218.125000 Penalty: 4345.184570
	Iteration 74Q: 3 clusters Score -825218.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -825233.750000 Penalty: 4345.184570
	Iteration 75Q: 3 clusters Score -825233.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -825250.437500 Penalty: 4345.184570
	Iteration 76Q: 3 clusters Score -825250.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -825278.687500 Penalty: 4345.184570
	Iteration 77Q: 3 clusters Score -825278.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -825308.500000 Penalty: 4345.184570
	Iteration 78Q: 3 clusters Score -825308.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -825343.375000 Penalty: 4345.184570
	Iteration 79Q: 3 clusters Score -825343.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -825374.062500 Penalty: 4345.184570
	Iteration 80F: 3 clusters Score -825374.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -825403.937500 Penalty: 4345.184570
	Iteration 81Q: 3 clusters Score -825403.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -825435.750000 Penalty: 4345.184570
	Iteration 82Q: 3 clusters Score -825435.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -825473.875000 Penalty: 4345.184570
	Iteration 83Q: 3 clusters Score -825473.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -825504.625000 Penalty: 4345.184570
	Iteration 84Q: 3 clusters Score -825504.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -825537.812500 Penalty: 4345.184570
	Iteration 85Q: 3 clusters Score -825537.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -825576.062500 Penalty: 4345.184570
	Iteration 86Q: 3 clusters Score -825576.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -825624.875000 Penalty: 4345.184570
	Iteration 87Q: 3 clusters Score -825624.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -825685.000000 Penalty: 4345.184570
	Iteration 88Q: 3 clusters Score -825685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -825748.875000 Penalty: 4345.184570
	Iteration 89Q: 3 clusters Score -825748.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -825826.125000 Penalty: 4345.184570
	Iteration 90Q: 3 clusters Score -825826.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -825882.250000 Penalty: 4345.184570
	Iteration 91Q: 3 clusters Score -825882.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -825933.125000 Penalty: 4345.184570
	Iteration 92Q: 3 clusters Score -825933.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -825979.500000 Penalty: 4345.184570
	Iteration 93Q: 3 clusters Score -825979.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -826028.625000 Penalty: 4345.184570
	Iteration 94Q: 3 clusters Score -826028.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -826079.437500 Penalty: 4345.184570
	Iteration 95Q: 3 clusters Score -826079.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -826117.562500 Penalty: 4345.184570
	Iteration 96Q: 3 clusters Score -826117.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -826150.000000 Penalty: 4345.184570
	Iteration 97Q: 3 clusters Score -826150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -826181.562500 Penalty: 4345.184570
	Iteration 98Q: 3 clusters Score -826181.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -826212.187500 Penalty: 4345.184570
	Iteration 99Q: 3 clusters Score -826212.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -826237.250000 Penalty: 4345.184570
	Iteration 100F: 3 clusters Score -826237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -826258.687500 Penalty: 4345.184570
	Iteration 101Q: 3 clusters Score -826258.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -826270.312500 Penalty: 4345.184570
	Iteration 102Q: 3 clusters Score -826270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -826281.562500 Penalty: 4345.184570
	Iteration 103Q: 3 clusters Score -826281.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -826299.312500 Penalty: 4345.184570
	Iteration 104Q: 3 clusters Score -826299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -826307.750000 Penalty: 4345.184570
	Iteration 105Q: 3 clusters Score -826307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -826315.187500 Penalty: 4345.184570
	Iteration 106Q: 3 clusters Score -826315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -826322.437500 Penalty: 4345.184570
	Iteration 107Q: 3 clusters Score -826322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -826323.750000 Penalty: 4345.184570
	Iteration 108Q: 3 clusters Score -826323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -826325.500000 Penalty: 4345.184570
	Iteration 109Q: 3 clusters Score -826325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -826327.562500 Penalty: 4345.184570
	Iteration 110Q: 3 clusters Score -826327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -826328.000000 Penalty: 4345.184570
	Iteration 111Q: 3 clusters Score -826328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -826328.625000 Penalty: 4345.184570
	Iteration 112Q: 3 clusters Score -826328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -826328.625000 Penalty: 4345.184570
	Iteration 113F: 3 clusters Score -826328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181000 members 
Entering Unmasked Estep 
Score: -23460310.000000 Penalty: 3002.350586
	Iteration 0F: 2 clusters Score -2.346031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -23342130.000000 Penalty: 6004.701172
	Iteration 0F: 3 clusters Score -2.334213e+07 nChanged 86834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -23392942.000000 Penalty: 6004.701172
	Iteration 1F: 3 clusters Score -2.339294e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -23394254.000000 Penalty: 6004.701172
	Iteration 2Q: 3 clusters Score -2.339425e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 95015 members 
Entering Unmasked Estep 
Score: -23396066.000000 Penalty: 6004.701172
	Iteration 3Q: 3 clusters Score -2.339607e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -23398624.000000 Penalty: 6004.701172
	Iteration 4Q: 3 clusters Score -2.339862e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -23402376.000000 Penalty: 6004.701172
	Iteration 5Q: 3 clusters Score -2.340238e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -23408402.000000 Penalty: 6004.701172
	Iteration 6F: 3 clusters Score -2.34084e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -23416442.000000 Penalty: 6004.701172
	Iteration 7F: 3 clusters Score -2.341644e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -23426466.000000 Penalty: 6004.701172
	Iteration 8F: 3 clusters Score -2.342647e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 134792 members 
Entering Unmasked Estep 
Score: -23436040.000000 Penalty: 6004.701172
	Iteration 9F: 3 clusters Score -2.343604e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 140277 members 
Entering Unmasked Estep 
Score: -23442334.000000 Penalty: 6004.701172
	Iteration 10Q: 3 clusters Score -2.344233e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -23445702.000000 Penalty: 6004.701172
	Iteration 11Q: 3 clusters Score -2.34457e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -23447352.000000 Penalty: 6004.701172
	Iteration 12Q: 3 clusters Score -2.344735e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -23448470.000000 Penalty: 6004.701172
	Iteration 13Q: 3 clusters Score -2.344847e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -23449248.000000 Penalty: 6004.701172
	Iteration 14Q: 3 clusters Score -2.344925e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -23449938.000000 Penalty: 6004.701172
	Iteration 15Q: 3 clusters Score -2.344994e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -23450558.000000 Penalty: 6004.701172
	Iteration 16Q: 3 clusters Score -2.345056e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -23451384.000000 Penalty: 6004.701172
	Iteration 17Q: 3 clusters Score -2.345138e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -23452022.000000 Penalty: 6004.701172
	Iteration 18Q: 3 clusters Score -2.345202e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -23452632.000000 Penalty: 6004.701172
	Iteration 19Q: 3 clusters Score -2.345263e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -23453248.000000 Penalty: 6004.701172
	Iteration 20F: 3 clusters Score -2.345325e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -23453814.000000 Penalty: 6004.701172
	Iteration 21Q: 3 clusters Score -2.345381e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -23454258.000000 Penalty: 6004.701172
	Iteration 22Q: 3 clusters Score -2.345426e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -23454736.000000 Penalty: 6004.701172
	Iteration 23Q: 3 clusters Score -2.345474e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -23455202.000000 Penalty: 6004.701172
	Iteration 24Q: 3 clusters Score -2.34552e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -23455692.000000 Penalty: 6004.701172
	Iteration 25Q: 3 clusters Score -2.345569e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -23456136.000000 Penalty: 6004.701172
	Iteration 26Q: 3 clusters Score -2.345614e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -23456448.000000 Penalty: 6004.701172
	Iteration 27Q: 3 clusters Score -2.345645e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 174281 members 
Entering Unmasked Estep 
Score: -23456720.000000 Penalty: 6004.701172
	Iteration 28Q: 3 clusters Score -2.345672e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 175020 members 
Entering Unmasked Estep 
Score: -23457030.000000 Penalty: 6004.701172
	Iteration 29Q: 3 clusters Score -2.345703e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -23457210.000000 Penalty: 6004.701172
	Iteration 30Q: 3 clusters Score -2.345721e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 176218 members 
Entering Unmasked Estep 
Score: -23457356.000000 Penalty: 6004.701172
	Iteration 31Q: 3 clusters Score -2.345736e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23457492.000000 Penalty: 6004.701172
	Iteration 32Q: 3 clusters Score -2.345749e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -23457632.000000 Penalty: 6004.701172
	Iteration 33Q: 3 clusters Score -2.345763e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -23457680.000000 Penalty: 6004.701172
	Iteration 34Q: 3 clusters Score -2.345768e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -23457732.000000 Penalty: 6004.701172
	Iteration 35Q: 3 clusters Score -2.345773e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 177952 members 
Entering Unmasked Estep 
Score: -23457850.000000 Penalty: 6004.701172
	Iteration 36Q: 3 clusters Score -2.345785e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -23457886.000000 Penalty: 6004.701172
	Iteration 37Q: 3 clusters Score -2.345789e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 178295 members 
Entering Unmasked Estep 
Score: -23457948.000000 Penalty: 6004.701172
	Iteration 38Q: 3 clusters Score -2.345795e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 178441 members 
Entering Unmasked Estep 
Score: -23457974.000000 Penalty: 6004.701172
	Iteration 39Q: 3 clusters Score -2.345797e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 178553 members 
Entering Unmasked Estep 
Score: -23458016.000000 Penalty: 6004.701172
	Iteration 40F: 3 clusters Score -2.345802e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -23458040.000000 Penalty: 6004.701172
	Iteration 41Q: 3 clusters Score -2.345804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 178731 members 
Entering Unmasked Estep 
Score: -23458078.000000 Penalty: 6004.701172
	Iteration 42Q: 3 clusters Score -2.345808e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 178806 members 
Entering Unmasked Estep 
Score: -23458072.000000 Penalty: 6004.701172
	Iteration 43Q: 3 clusters Score -2.345807e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 178874 members 
Entering Unmasked Estep 
Score: -23458084.000000 Penalty: 6004.701172
	Iteration 44Q: 3 clusters Score -2.345808e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 178944 members 
Entering Unmasked Estep 
Score: -23458090.000000 Penalty: 6004.701172
	Iteration 45Q: 3 clusters Score -2.345809e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -23458128.000000 Penalty: 6004.701172
	Iteration 46Q: 3 clusters Score -2.345813e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -23458128.000000 Penalty: 6004.701172
	Iteration 47Q: 3 clusters Score -2.345813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -23458150.000000 Penalty: 6004.701172
	Iteration 48Q: 3 clusters Score -2.345815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 179174 members 
Entering Unmasked Estep 
Score: -23458136.000000 Penalty: 6004.701172
	Iteration 49Q: 3 clusters Score -2.345814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -23458148.000000 Penalty: 6004.701172
	Iteration 50Q: 3 clusters Score -2.345815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 179234 members 
Entering Unmasked Estep 
Score: -23458176.000000 Penalty: 6004.701172
	Iteration 51Q: 3 clusters Score -2.345818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -23458194.000000 Penalty: 6004.701172
	Iteration 52Q: 3 clusters Score -2.345819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -23458184.000000 Penalty: 6004.701172
	Iteration 53Q: 3 clusters Score -2.345818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 179275 members 
Entering Unmasked Estep 
Score: -23458214.000000 Penalty: 6004.701172
	Iteration 54Q: 3 clusters Score -2.345821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -23458224.000000 Penalty: 6004.701172
	Iteration 55Q: 3 clusters Score -2.345822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 179293 members 
Entering Unmasked Estep 
Score: -23458226.000000 Penalty: 6004.701172
	Iteration 56Q: 3 clusters Score -2.345823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -23458214.000000 Penalty: 6004.701172
	Iteration 57Q: 3 clusters Score -2.345821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 179302 members 
Entering Unmasked Estep 
Score: -23458202.000000 Penalty: 6004.701172
	Iteration 58Q: 3 clusters Score -2.34582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -23458198.000000 Penalty: 6004.701172
	Iteration 59Q: 3 clusters Score -2.34582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -23458224.000000 Penalty: 6004.701172
	Iteration 60F: 3 clusters Score -2.345822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 179326 members 
Entering Unmasked Estep 
Score: -23458218.000000 Penalty: 6004.701172
	Iteration 61Q: 3 clusters Score -2.345822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 179329 members 
Entering Unmasked Estep 
Score: -23458246.000000 Penalty: 6004.701172
	Iteration 62Q: 3 clusters Score -2.345825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -23458228.000000 Penalty: 6004.701172
	Iteration 63Q: 3 clusters Score -2.345823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -23458232.000000 Penalty: 6004.701172
	Iteration 64Q: 3 clusters Score -2.345823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -23458234.000000 Penalty: 6004.701172
	Iteration 65Q: 3 clusters Score -2.345823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -23458234.000000 Penalty: 6004.701172
	Iteration 66F: 3 clusters Score -2.345823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1429187.625000 Penalty: 2315.503906
	Iteration 0F: 2 clusters Score -1429188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1420674.250000 Penalty: 4631.007812
	Iteration 0F: 3 clusters Score -1420674 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1423306.250000 Penalty: 4631.007812
	Iteration 1F: 3 clusters Score -1423306 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1423651.500000 Penalty: 4631.007812
	Iteration 2F: 3 clusters Score -1423652 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1423937.625000 Penalty: 4631.007812
	Iteration 3Q: 3 clusters Score -1423938 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1424177.125000 Penalty: 4631.007812
	Iteration 4Q: 3 clusters Score -1424177 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1424396.375000 Penalty: 4631.007812
	Iteration 5Q: 3 clusters Score -1424396 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1424595.750000 Penalty: 4631.007812
	Iteration 6Q: 3 clusters Score -1424596 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1424796.375000 Penalty: 4631.007812
	Iteration 7Q: 3 clusters Score -1424796 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1424973.125000 Penalty: 4631.007812
	Iteration 8Q: 3 clusters Score -1424973 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1425136.500000 Penalty: 4631.007812
	Iteration 9Q: 3 clusters Score -1425136 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1425313.000000 Penalty: 4631.007812
	Iteration 10Q: 3 clusters Score -1425313 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1425526.000000 Penalty: 4631.007812
	Iteration 11Q: 3 clusters Score -1425526 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1425779.250000 Penalty: 4631.007812
	Iteration 12Q: 3 clusters Score -1425779 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1426074.875000 Penalty: 4631.007812
	Iteration 13Q: 3 clusters Score -1426075 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1426437.375000 Penalty: 4631.007812
	Iteration 14Q: 3 clusters Score -1426437 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1426763.875000 Penalty: 4631.007812
	Iteration 15Q: 3 clusters Score -1426764 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1427012.750000 Penalty: 4631.007812
	Iteration 16Q: 3 clusters Score -1427013 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1427189.500000 Penalty: 4631.007812
	Iteration 17Q: 3 clusters Score -1427190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1427291.125000 Penalty: 4631.007812
	Iteration 18Q: 3 clusters Score -1427291 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1427356.750000 Penalty: 4631.007812
	Iteration 19Q: 3 clusters Score -1427357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1427392.125000 Penalty: 4631.007812
	Iteration 20F: 3 clusters Score -1427392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1427412.250000 Penalty: 4631.007812
	Iteration 21Q: 3 clusters Score -1427412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1427431.250000 Penalty: 4631.007812
	Iteration 22Q: 3 clusters Score -1427431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1427441.500000 Penalty: 4631.007812
	Iteration 23Q: 3 clusters Score -1427442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1427454.875000 Penalty: 4631.007812
	Iteration 24Q: 3 clusters Score -1427455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1427459.750000 Penalty: 4631.007812
	Iteration 25Q: 3 clusters Score -1427460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1427471.750000 Penalty: 4631.007812
	Iteration 26Q: 3 clusters Score -1427472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1427477.000000 Penalty: 4631.007812
	Iteration 27Q: 3 clusters Score -1427477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1427485.000000 Penalty: 4631.007812
	Iteration 28Q: 3 clusters Score -1427485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1427492.250000 Penalty: 4631.007812
	Iteration 29Q: 3 clusters Score -1427492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1427492.750000 Penalty: 4631.007812
	Iteration 30Q: 3 clusters Score -1427493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1427500.750000 Penalty: 4631.007812
	Iteration 31Q: 3 clusters Score -1427501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1427506.875000 Penalty: 4631.007812
	Iteration 32Q: 3 clusters Score -1427507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1427511.750000 Penalty: 4631.007812
	Iteration 33Q: 3 clusters Score -1427512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1427512.875000 Penalty: 4631.007812
	Iteration 34Q: 3 clusters Score -1427513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1427512.875000 Penalty: 4631.007812
	Iteration 35Q: 3 clusters Score -1427513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1427520.750000 Penalty: 4631.007812
	Iteration 36Q: 3 clusters Score -1427521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1427527.500000 Penalty: 4631.007812
	Iteration 37Q: 3 clusters Score -1427528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1427530.875000 Penalty: 4631.007812
	Iteration 38Q: 3 clusters Score -1427531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1427533.500000 Penalty: 4631.007812
	Iteration 39Q: 3 clusters Score -1427534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1427539.375000 Penalty: 4631.007812
	Iteration 40F: 3 clusters Score -1427539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1427540.875000 Penalty: 4631.007812
	Iteration 41Q: 3 clusters Score -1427541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1427544.500000 Penalty: 4631.007812
	Iteration 42Q: 3 clusters Score -1427544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1427549.375000 Penalty: 4631.007812
	Iteration 43Q: 3 clusters Score -1427549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1427554.250000 Penalty: 4631.007812
	Iteration 44Q: 3 clusters Score -1427554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1427556.125000 Penalty: 4631.007812
	Iteration 45Q: 3 clusters Score -1427556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1427563.750000 Penalty: 4631.007812
	Iteration 46Q: 3 clusters Score -1427564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1427570.375000 Penalty: 4631.007812
	Iteration 47Q: 3 clusters Score -1427570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1427575.125000 Penalty: 4631.007812
	Iteration 48Q: 3 clusters Score -1427575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1427582.625000 Penalty: 4631.007812
	Iteration 49Q: 3 clusters Score -1427583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1427580.000000 Penalty: 4631.007812
	Iteration 50Q: 3 clusters Score -1427580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1427585.250000 Penalty: 4631.007812
	Iteration 51Q: 3 clusters Score -1427585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1427588.250000 Penalty: 4631.007812
	Iteration 52Q: 3 clusters Score -1427588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1427589.375000 Penalty: 4631.007812
	Iteration 53Q: 3 clusters Score -1427589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1427594.125000 Penalty: 4631.007812
	Iteration 54Q: 3 clusters Score -1427594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1427597.125000 Penalty: 4631.007812
	Iteration 55Q: 3 clusters Score -1427597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1427598.875000 Penalty: 4631.007812
	Iteration 56Q: 3 clusters Score -1427599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1427600.375000 Penalty: 4631.007812
	Iteration 57Q: 3 clusters Score -1427600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1427607.375000 Penalty: 4631.007812
	Iteration 58Q: 3 clusters Score -1427607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1427611.250000 Penalty: 4631.007812
	Iteration 59Q: 3 clusters Score -1427611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1427620.875000 Penalty: 4631.007812
	Iteration 60F: 3 clusters Score -1427621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1427626.125000 Penalty: 4631.007812
	Iteration 61Q: 3 clusters Score -1427626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1427629.000000 Penalty: 4631.007812
	Iteration 62Q: 3 clusters Score -1427629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1427640.625000 Penalty: 4631.007812
	Iteration 63Q: 3 clusters Score -1427641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1427642.250000 Penalty: 4631.007812
	Iteration 64Q: 3 clusters Score -1427642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1427650.875000 Penalty: 4631.007812
	Iteration 65Q: 3 clusters Score -1427651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1427652.500000 Penalty: 4631.007812
	Iteration 66Q: 3 clusters Score -1427652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1427657.500000 Penalty: 4631.007812
	Iteration 67Q: 3 clusters Score -1427658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1427664.125000 Penalty: 4631.007812
	Iteration 68Q: 3 clusters Score -1427664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1427677.750000 Penalty: 4631.007812
	Iteration 69Q: 3 clusters Score -1427678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1427690.000000 Penalty: 4631.007812
	Iteration 70Q: 3 clusters Score -1427690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1427697.125000 Penalty: 4631.007812
	Iteration 71Q: 3 clusters Score -1427697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1427705.375000 Penalty: 4631.007812
	Iteration 72Q: 3 clusters Score -1427705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1427719.000000 Penalty: 4631.007812
	Iteration 73Q: 3 clusters Score -1427719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1427728.000000 Penalty: 4631.007812
	Iteration 74Q: 3 clusters Score -1427728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1427733.250000 Penalty: 4631.007812
	Iteration 75Q: 3 clusters Score -1427733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1427739.750000 Penalty: 4631.007812
	Iteration 76Q: 3 clusters Score -1427740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1427751.500000 Penalty: 4631.007812
	Iteration 77Q: 3 clusters Score -1427752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1427755.000000 Penalty: 4631.007812
	Iteration 78Q: 3 clusters Score -1427755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1427772.125000 Penalty: 4631.007812
	Iteration 79Q: 3 clusters Score -1427772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1427779.000000 Penalty: 4631.007812
	Iteration 80F: 3 clusters Score -1427779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1427787.625000 Penalty: 4631.007812
	Iteration 81Q: 3 clusters Score -1427788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1427793.875000 Penalty: 4631.007812
	Iteration 82Q: 3 clusters Score -1427794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1427806.125000 Penalty: 4631.007812
	Iteration 83Q: 3 clusters Score -1427806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1427815.625000 Penalty: 4631.007812
	Iteration 84Q: 3 clusters Score -1427816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1427816.000000 Penalty: 4631.007812
	Iteration 85Q: 3 clusters Score -1427816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1427832.500000 Penalty: 4631.007812
	Iteration 86Q: 3 clusters Score -1427832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1427834.750000 Penalty: 4631.007812
	Iteration 87Q: 3 clusters Score -1427835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1427840.500000 Penalty: 4631.007812
	Iteration 88Q: 3 clusters Score -1427840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1427846.375000 Penalty: 4631.007812
	Iteration 89Q: 3 clusters Score -1427846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1427852.500000 Penalty: 4631.007812
	Iteration 90Q: 3 clusters Score -1427852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1427858.750000 Penalty: 4631.007812
	Iteration 91Q: 3 clusters Score -1427859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1427863.125000 Penalty: 4631.007812
	Iteration 92Q: 3 clusters Score -1427863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1427874.250000 Penalty: 4631.007812
	Iteration 93Q: 3 clusters Score -1427874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1427873.625000 Penalty: 4631.007812
	Iteration 94Q: 3 clusters Score -1427874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1427878.250000 Penalty: 4631.007812
	Iteration 95Q: 3 clusters Score -1427878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1427884.000000 Penalty: 4631.007812
	Iteration 96Q: 3 clusters Score -1427884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1427886.750000 Penalty: 4631.007812
	Iteration 97Q: 3 clusters Score -1427887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1427891.625000 Penalty: 4631.007812
	Iteration 98Q: 3 clusters Score -1427892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1427899.375000 Penalty: 4631.007812
	Iteration 99Q: 3 clusters Score -1427899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1427907.500000 Penalty: 4631.007812
	Iteration 100F: 3 clusters Score -1427908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1427908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1427912.750000 Penalty: 4631.007812
	Iteration 102Q: 3 clusters Score -1427913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1427914.000000 Penalty: 4631.007812
	Iteration 103Q: 3 clusters Score -1427914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1427918.500000 Penalty: 4631.007812
	Iteration 104Q: 3 clusters Score -1427918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1427924.500000 Penalty: 4631.007812
	Iteration 105Q: 3 clusters Score -1427924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1427927.250000 Penalty: 4631.007812
	Iteration 106Q: 3 clusters Score -1427927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1427930.750000 Penalty: 4631.007812
	Iteration 107Q: 3 clusters Score -1427931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1427938.125000 Penalty: 4631.007812
	Iteration 108Q: 3 clusters Score -1427938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1427939.625000 Penalty: 4631.007812
	Iteration 109Q: 3 clusters Score -1427940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1427941.250000 Penalty: 4631.007812
	Iteration 110Q: 3 clusters Score -1427941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1427945.875000 Penalty: 4631.007812
	Iteration 111Q: 3 clusters Score -1427946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1427952.125000 Penalty: 4631.007812
	Iteration 112Q: 3 clusters Score -1427952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1427950.250000 Penalty: 4631.007812
	Iteration 113Q: 3 clusters Score -1427950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1427952.250000 Penalty: 4631.007812
	Iteration 114Q: 3 clusters Score -1427952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1427958.375000 Penalty: 4631.007812
	Iteration 115Q: 3 clusters Score -1427958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1427962.250000 Penalty: 4631.007812
	Iteration 116Q: 3 clusters Score -1427962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1427965.250000 Penalty: 4631.007812
	Iteration 117Q: 3 clusters Score -1427965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1427964.375000 Penalty: 4631.007812
	Iteration 118Q: 3 clusters Score -1427964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1427963.625000 Penalty: 4631.007812
	Iteration 119Q: 3 clusters Score -1427964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1427971.250000 Penalty: 4631.007812
	Iteration 120F: 3 clusters Score -1427971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1427976.000000 Penalty: 4631.007812
	Iteration 121Q: 3 clusters Score -1427976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1427977.250000 Penalty: 4631.007812
	Iteration 122Q: 3 clusters Score -1427977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1427984.000000 Penalty: 4631.007812
	Iteration 123Q: 3 clusters Score -1427984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1427987.875000 Penalty: 4631.007812
	Iteration 124Q: 3 clusters Score -1427988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1427989.750000 Penalty: 4631.007812
	Iteration 125Q: 3 clusters Score -1427990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1427989.375000 Penalty: 4631.007812
	Iteration 126Q: 3 clusters Score -1427989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1427988.375000 Penalty: 4631.007812
	Iteration 127Q: 3 clusters Score -1427988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1427987.875000 Penalty: 4631.007812
	Iteration 128Q: 3 clusters Score -1427988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1427992.000000 Penalty: 4631.007812
	Iteration 129Q: 3 clusters Score -1427992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1427990.625000 Penalty: 4631.007812
	Iteration 130Q: 3 clusters Score -1427991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1427993.750000 Penalty: 4631.007812
	Iteration 131Q: 3 clusters Score -1427994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1427993.375000 Penalty: 4631.007812
	Iteration 132Q: 3 clusters Score -1427993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1427991.250000 Penalty: 4631.007812
	Iteration 133Q: 3 clusters Score -1427991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1427994.125000 Penalty: 4631.007812
	Iteration 134Q: 3 clusters Score -1427994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1427992.750000 Penalty: 4631.007812
	Iteration 135Q: 3 clusters Score -1427993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1427991.750000 Penalty: 4631.007812
	Iteration 136Q: 3 clusters Score -1427992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1427993.500000 Penalty: 4631.007812
	Iteration 137Q: 3 clusters Score -1427994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1427995.125000 Penalty: 4631.007812
	Iteration 138Q: 3 clusters Score -1427995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1427997.125000 Penalty: 4631.007812
	Iteration 139Q: 3 clusters Score -1427997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1428001.250000 Penalty: 4631.007812
	Iteration 140F: 3 clusters Score -1428001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1428003.375000 Penalty: 4631.007812
	Iteration 141Q: 3 clusters Score -1428003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1428010.750000 Penalty: 4631.007812
	Iteration 142Q: 3 clusters Score -1428011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1428019.000000 Penalty: 4631.007812
	Iteration 143Q: 3 clusters Score -1428019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1428029.875000 Penalty: 4631.007812
	Iteration 144Q: 3 clusters Score -1428030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1428046.875000 Penalty: 4631.007812
	Iteration 145Q: 3 clusters Score -1428047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1428063.000000 Penalty: 4631.007812
	Iteration 146Q: 3 clusters Score -1428063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1428081.500000 Penalty: 4631.007812
	Iteration 147Q: 3 clusters Score -1428082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1428103.625000 Penalty: 4631.007812
	Iteration 148Q: 3 clusters Score -1428104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1428118.750000 Penalty: 4631.007812
	Iteration 149Q: 3 clusters Score -1428119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1428138.000000 Penalty: 4631.007812
	Iteration 150Q: 3 clusters Score -1428138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1428150.250000 Penalty: 4631.007812
	Iteration 151Q: 3 clusters Score -1428150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1428169.375000 Penalty: 4631.007812
	Iteration 152Q: 3 clusters Score -1428169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1428184.500000 Penalty: 4631.007812
	Iteration 153Q: 3 clusters Score -1428184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1428197.250000 Penalty: 4631.007812
	Iteration 154Q: 3 clusters Score -1428197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1428205.750000 Penalty: 4631.007812
	Iteration 155Q: 3 clusters Score -1428206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1428216.375000 Penalty: 4631.007812
	Iteration 156Q: 3 clusters Score -1428216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1428222.000000 Penalty: 4631.007812
	Iteration 157Q: 3 clusters Score -1428222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1428227.875000 Penalty: 4631.007812
	Iteration 158Q: 3 clusters Score -1428228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1428231.875000 Penalty: 4631.007812
	Iteration 159Q: 3 clusters Score -1428232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1428233.750000 Penalty: 4631.007812
	Iteration 160F: 3 clusters Score -1428234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1428234.625000 Penalty: 4631.007812
	Iteration 161Q: 3 clusters Score -1428235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1428237.625000 Penalty: 4631.007812
	Iteration 162Q: 3 clusters Score -1428238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1428245.625000 Penalty: 4631.007812
	Iteration 163Q: 3 clusters Score -1428246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1428245.500000 Penalty: 4631.007812
	Iteration 164Q: 3 clusters Score -1428246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1428247.750000 Penalty: 4631.007812
	Iteration 165Q: 3 clusters Score -1428248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1428246.000000 Penalty: 4631.007812
	Iteration 166Q: 3 clusters Score -1428246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1428249.000000 Penalty: 4631.007812
	Iteration 167Q: 3 clusters Score -1428249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1428248.250000 Penalty: 4631.007812
	Iteration 168Q: 3 clusters Score -1428248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1428250.000000 Penalty: 4631.007812
	Iteration 169Q: 3 clusters Score -1428250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1428249.750000 Penalty: 4631.007812
	Iteration 170Q: 3 clusters Score -1428250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1428249.750000 Penalty: 4631.007812
	Iteration 171Q: 3 clusters Score -1428250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1428250.125000 Penalty: 4631.007812
	Iteration 172Q: 3 clusters Score -1428250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1428249.375000 Penalty: 4631.007812
	Iteration 173Q: 3 clusters Score -1428249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1428249.500000 Penalty: 4631.007812
	Iteration 174Q: 3 clusters Score -1428250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1428248.625000 Penalty: 4631.007812
	Iteration 175Q: 3 clusters Score -1428249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1428249.875000 Penalty: 4631.007812
	Iteration 176Q: 3 clusters Score -1428250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1428251.500000 Penalty: 4631.007812
	Iteration 177Q: 3 clusters Score -1428252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1428251.500000 Penalty: 4631.007812
	Iteration 178F: 3 clusters Score -1428252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Entering Unmasked Estep 
Score: -22918924.000000 Penalty: 2996.428467
	Iteration 0F: 2 clusters Score -2.291892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -22803296.000000 Penalty: 5992.856934
	Iteration 0F: 3 clusters Score -2.28033e+07 nChanged 84731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -22853322.000000 Penalty: 5992.856934
	Iteration 1F: 3 clusters Score -2.285332e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -22854970.000000 Penalty: 5992.856934
	Iteration 2Q: 3 clusters Score -2.285497e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -22858058.000000 Penalty: 5992.856934
	Iteration 3Q: 3 clusters Score -2.285806e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -22863710.000000 Penalty: 5992.856934
	Iteration 4F: 3 clusters Score -2.286371e+07 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -22873706.000000 Penalty: 5992.856934
	Iteration 5F: 3 clusters Score -2.287371e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -22887694.000000 Penalty: 5992.856934
	Iteration 6F: 3 clusters Score -2.288769e+07 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -22901536.000000 Penalty: 5992.856934
	Iteration 7F: 3 clusters Score -2.290154e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -22910332.000000 Penalty: 5992.856934
	Iteration 8F: 3 clusters Score -2.291033e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22914234.000000 Penalty: 5992.856934
	Iteration 9Q: 3 clusters Score -2.291423e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22915634.000000 Penalty: 5992.856934
	Iteration 10Q: 3 clusters Score -2.291563e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22916068.000000 Penalty: 5992.856934
	Iteration 11Q: 3 clusters Score -2.291607e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22916176.000000 Penalty: 5992.856934
	Iteration 12Q: 3 clusters Score -2.291618e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -22916256.000000 Penalty: 5992.856934
	Iteration 13Q: 3 clusters Score -2.291626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22916310.000000 Penalty: 5992.856934
	Iteration 14Q: 3 clusters Score -2.291631e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22916374.000000 Penalty: 5992.856934
	Iteration 15Q: 3 clusters Score -2.291637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176252 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22916384.000000 Penalty: 5992.856934
	Iteration 16Q: 3 clusters Score -2.291638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176269 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22916410.000000 Penalty: 5992.856934
	Iteration 17Q: 3 clusters Score -2.291641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176279 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22916432.000000 Penalty: 5992.856934
	Iteration 18Q: 3 clusters Score -2.291643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22916432.000000 Penalty: 5992.856934
	Iteration 19Q: 3 clusters Score -2.291643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176289 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22916446.000000 Penalty: 5992.856934
	Iteration 20F: 3 clusters Score -2.291645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22916448.000000 Penalty: 5992.856934
	Iteration 21Q: 3 clusters Score -2.291645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -22916472.000000 Penalty: 5992.856934
	Iteration 22Q: 3 clusters Score -2.291647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -22916462.000000 Penalty: 5992.856934
	Iteration 23Q: 3 clusters Score -2.291646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22916460.000000 Penalty: 5992.856934
	Iteration 24Q: 3 clusters Score -2.291646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -22916462.000000 Penalty: 5992.856934
	Iteration 25Q: 3 clusters Score -2.291646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -22916462.000000 Penalty: 5992.856934
	Iteration 26F: 3 clusters Score -2.291646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -57188.578125 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -57188.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55736.667969 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -55736.67 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56009.324219 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -56009.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56258.347656 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -56258.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56630.921875 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -56630.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56947.894531 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -56947.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57143.203125 Penalty: 3107.589355
	Iteration 5F: 3 clusters Score -57143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57226.433594 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -57226.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57274.882812 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -57274.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57323.242188 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -57323.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57351.117188 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -57351.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57361.945312 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -57361.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57363.988281 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -57363.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57363.988281 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -57363.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 196738 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 168249 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 202650 members 
Mstep: Class 11 contains 64288 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 3309 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 176729 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 396 members 
Entering Unmasked Estep 
Score: -138539712.000000 Penalty: 75858.906250
Splitting cluster 20 changes total score from -138541312.000000 to -138539712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -139475.703125 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -139475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137399.312500 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -137399.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137683.515625 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -137683.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137759.015625 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -137759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137806.203125 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -137806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137825.000000 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -137825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -137847.734375 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -137847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137859.015625 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -137859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137871.968750 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -137872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137878.937500 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -137878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137883.656250 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -137883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137886.625000 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -137886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137887.484375 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -137887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137889.796875 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -137889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137893.734375 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -137893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137899.328125 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -137899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137901.671875 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -137901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137903.859375 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -137903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137905.781250 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -137905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137912.421875 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -137912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137920.031250 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -137920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137925.906250 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -137925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137929.015625 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -137929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137930.500000 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -137930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137931.125000 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -137931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137931.781250 Penalty: 3495.999756
	Iteration 24Q: 3 clusters Score -137931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137932.890625 Penalty: 3495.999756
	Iteration 25Q: 3 clusters Score -137932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137933.687500 Penalty: 3495.999756
	Iteration 26Q: 3 clusters Score -137933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137935.796875 Penalty: 3495.999756
	Iteration 27Q: 3 clusters Score -137935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137937.593750 Penalty: 3495.999756
	Iteration 28Q: 3 clusters Score -137937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137940.421875 Penalty: 3495.999756
	Iteration 29Q: 3 clusters Score -137940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137941.437500 Penalty: 3495.999756
	Iteration 30Q: 3 clusters Score -137941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137941.437500 Penalty: 3495.999756
	Iteration 31F: 3 clusters Score -137941.4 nChanged 0
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -416194432.000000 Penalty: 78132.351562
20->22 Clusters: Score -416194432.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 54560 members 
Mstep: Class 3 contains 54709 members 
Mstep: Class 4 contains 54293 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 54772 members 
Mstep: Class 7 contains 54765 members 
Mstep: Class 8 contains 55029 members 
Mstep: Class 9 contains 53961 members 
Mstep: Class 10 contains 54730 members 
Mstep: Class 11 contains 54382 members 
Mstep: Class 12 contains 54753 members 
Mstep: Class 13 contains 54516 members 
Mstep: Class 14 contains 54585 members 
Mstep: Class 15 contains 54384 members 
Mstep: Class 16 contains 54837 members 
Mstep: Class 17 contains 54682 members 
Mstep: Class 18 contains 54450 members 
Mstep: Class 19 contains 54653 members 
Mstep: Class 20 contains 54823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 445.436096 but Gain 3448.136719
Score: -133478984.000000 Penalty: 65514.511719
Iteration 0F: 20 clusters Score -1.33479e+08 nChanged 1034777
Entering Unmasked Mstep 
Mstep: Class 0 contains 2986 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 119596 members 
Mstep: Class 3 contains 98472 members 
Mstep: Class 4 contains 52386 members 
Mstep: Class 5 contains 83599 members 
Mstep: Class 6 contains 77105 members 
Mstep: Class 7 contains 32987 members 
Mstep: Class 8 contains 110527 members 
Mstep: Class 9 contains 80728 members 
Mstep: Class 10 contains 85466 members 
Mstep: Class 11 contains 34589 members 
Mstep: Class 12 contains 15521 members 
Mstep: Class 14 contains 31465 members 
Mstep: Class 15 contains 57647 members 
Mstep: Class 16 contains 12181 members 
Mstep: Class 17 contains 50519 members 
Mstep: Class 18 contains 32461 members 
Mstep: Class 19 contains 47698 members 
Mstep: Class 20 contains 48220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136480864.000000 Penalty: 65514.511719
Iteration 1F: 20 clusters Score -1.364809e+08 nChanged 366664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 141213 members 
Mstep: Class 3 contains 95456 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 77183 members 
Mstep: Class 6 contains 76599 members 
Mstep: Class 7 contains 26048 members 
Mstep: Class 8 contains 160843 members 
Mstep: Class 9 contains 101503 members 
Mstep: Class 10 contains 69460 members 
Mstep: Class 11 contains 27472 members 
Mstep: Class 12 contains 10577 members 
Mstep: Class 14 contains 24127 members 
Mstep: Class 15 contains 59373 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 45204 members 
Mstep: Class 18 contains 21276 members 
Mstep: Class 19 contains 45879 members 
Mstep: Class 20 contains 43671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101056.000000 Penalty: 65514.511719
Iteration 2F: 20 clusters Score -1.371011e+08 nChanged 298224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3143 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 145749 members 
Mstep: Class 3 contains 102565 members 
Mstep: Class 4 contains 39929 members 
Mstep: Class 5 contains 75880 members 
Mstep: Class 6 contains 73346 members 
Mstep: Class 7 contains 21612 members 
Mstep: Class 8 contains 201891 members 
Mstep: Class 9 contains 121903 members 
Mstep: Class 10 contains 47027 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 14 contains 17779 members 
Mstep: Class 15 contains 56148 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 42758 members 
Mstep: Class 18 contains 12066 members 
Mstep: Class 19 contains 50284 members 
Mstep: Class 20 contains 36886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137461136.000000 Penalty: 65514.511719
Iteration 3F: 20 clusters Score -1.374611e+08 nChanged 235903
Entering Unmasked Mstep 
Mstep: Class 0 contains 2812 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 139194 members 
Mstep: Class 3 contains 126865 members 
Mstep: Class 4 contains 37060 members 
Mstep: Class 5 contains 76132 members 
Mstep: Class 6 contains 66904 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 224015 members 
Mstep: Class 9 contains 143021 members 
Mstep: Class 10 contains 31004 members 
Mstep: Class 11 contains 12089 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 15 contains 50080 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 6651 members 
Mstep: Class 19 contains 58308 members 
Mstep: Class 20 contains 29628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137719616.000000 Penalty: 65514.511719
Iteration 4F: 20 clusters Score -1.377196e+08 nChanged 192223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 130752 members 
Mstep: Class 3 contains 158031 members 
Mstep: Class 4 contains 32575 members 
Mstep: Class 5 contains 78054 members 
Mstep: Class 6 contains 61584 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 220594 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 20366 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 44253 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 30141 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 65610 members 
Mstep: Class 20 contains 24348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137972592.000000 Penalty: 65514.511719
Iteration 5F: 20 clusters Score -1.379726e+08 nChanged 150476
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 124746 members 
Mstep: Class 3 contains 188002 members 
Mstep: Class 4 contains 26695 members 
Mstep: Class 5 contains 81019 members 
Mstep: Class 6 contains 57007 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 205296 members 
Mstep: Class 9 contains 195033 members 
Mstep: Class 10 contains 13080 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 39038 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 23127 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 67660 members 
Mstep: Class 20 contains 20300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138147456.000000 Penalty: 65514.511719
Iteration 6F: 20 clusters Score -1.381475e+08 nChanged 124168
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 116762 members 
Mstep: Class 3 contains 212425 members 
Mstep: Class 4 contains 21359 members 
Mstep: Class 5 contains 82630 members 
Mstep: Class 6 contains 51917 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 191977 members 
Mstep: Class 9 contains 222075 members 
Mstep: Class 10 contains 8401 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 34261 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 19125 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 16504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2792.555420 but Gain 3448.132812
Score: -138235936.000000 Penalty: 62066.378906
Iteration 7F: 19 clusters Score -1.382359e+08 nChanged 114790
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 107485 members 
Mstep: Class 3 contains 232008 members 
Mstep: Class 4 contains 17910 members 
Mstep: Class 5 contains 84022 members 
Mstep: Class 6 contains 48740 members 
Mstep: Class 7 contains 15758 members 
Mstep: Class 8 contains 175505 members 
Mstep: Class 9 contains 248331 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 18251 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 67261 members 
Mstep: Class 20 contains 13620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138264944.000000 Penalty: 62066.378906
Iteration 8F: 19 clusters Score -1.382649e+08 nChanged 98832
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 103568 members 
Mstep: Class 3 contains 250559 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 85749 members 
Mstep: Class 6 contains 48003 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 161693 members 
Mstep: Class 9 contains 253452 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 29796 members 
Mstep: Class 16 contains 3179 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 67102 members 
Mstep: Class 20 contains 11297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138287824.000000 Penalty: 62066.378906
Iteration 9F: 19 clusters Score -1.382878e+08 nChanged 80086
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 104882 members 
Mstep: Class 3 contains 264962 members 
Mstep: Class 4 contains 14536 members 
Mstep: Class 5 contains 87054 members 
Mstep: Class 6 contains 49308 members 
Mstep: Class 7 contains 17098 members 
Mstep: Class 8 contains 155357 members 
Mstep: Class 9 contains 243592 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 29643 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 67069 members 
Mstep: Class 20 contains 9329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138313232.000000 Penalty: 62066.378906
Iteration 10F: 19 clusters Score -1.383132e+08 nChanged 65116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 108718 members 
Mstep: Class 3 contains 272513 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 87623 members 
Mstep: Class 6 contains 51499 members 
Mstep: Class 7 contains 17782 members 
Mstep: Class 8 contains 151265 members 
Mstep: Class 9 contains 233785 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 29902 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 24065 members 
Mstep: Class 18 contains 1353 members 
Mstep: Class 19 contains 66997 members 
Mstep: Class 20 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3120.362793 but Gain 3448.132812
Score: -138333904.000000 Penalty: 58618.246094
Iteration 11F: 18 clusters Score -1.383339e+08 nChanged 55991
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 114482 members 
Mstep: Class 3 contains 274882 members 
Mstep: Class 4 contains 12597 members 
Mstep: Class 5 contains 87807 members 
Mstep: Class 6 contains 54167 members 
Mstep: Class 7 contains 18459 members 
Mstep: Class 8 contains 147632 members 
Mstep: Class 9 contains 227501 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 15 contains 30768 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 26774 members 
Mstep: Class 18 contains 1370 members 
Mstep: Class 19 contains 66946 members 
Mstep: Class 20 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138354560.000000 Penalty: 58618.246094
Iteration 12F: 18 clusters Score -1.383546e+08 nChanged 45207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 120376 members 
Mstep: Class 3 contains 273900 members 
Mstep: Class 4 contains 11721 members 
Mstep: Class 5 contains 87666 members 
Mstep: Class 6 contains 56824 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 144177 members 
Mstep: Class 9 contains 221633 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 12 contains 3942 members 
Mstep: Class 15 contains 31394 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 29283 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 66767 members 
Mstep: Class 20 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138369248.000000 Penalty: 58618.246094
Iteration 13Q: 18 clusters Score -1.383692e+08 nChanged 38437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 126272 members 
Mstep: Class 3 contains 270547 members 
Mstep: Class 4 contains 10790 members 
Mstep: Class 5 contains 87799 members 
Mstep: Class 6 contains 59326 members 
Mstep: Class 7 contains 19443 members 
Mstep: Class 8 contains 141317 members 
Mstep: Class 9 contains 217434 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 15 contains 32183 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 31595 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 66507 members 
Mstep: Class 20 contains 4797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138380032.000000 Penalty: 58618.246094
Iteration 14Q: 18 clusters Score -1.3838e+08 nChanged 33395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 131943 members 
Mstep: Class 3 contains 266020 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 88117 members 
Mstep: Class 6 contains 61670 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 8 contains 138741 members 
Mstep: Class 9 contains 214530 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 15 contains 33058 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 33593 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 66249 members 
Mstep: Class 20 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138388688.000000 Penalty: 58618.246094
Iteration 15Q: 18 clusters Score -1.383887e+08 nChanged 29394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 137469 members 
Mstep: Class 3 contains 261110 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 88536 members 
Mstep: Class 6 contains 63956 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 136555 members 
Mstep: Class 9 contains 212095 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 15 contains 34029 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 35278 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 65948 members 
Mstep: Class 20 contains 3886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138396688.000000 Penalty: 58618.246094
Iteration 16Q: 18 clusters Score -1.383967e+08 nChanged 27023
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 142797 members 
Mstep: Class 3 contains 255976 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 89078 members 
Mstep: Class 6 contains 66078 members 
Mstep: Class 7 contains 19352 members 
Mstep: Class 8 contains 134599 members 
Mstep: Class 9 contains 210162 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 12 contains 6110 members 
Mstep: Class 15 contains 35012 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 36639 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 65647 members 
Mstep: Class 20 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138406096.000000 Penalty: 58618.246094
Iteration 17Q: 18 clusters Score -1.384061e+08 nChanged 24963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 147664 members 
Mstep: Class 3 contains 251126 members 
Mstep: Class 4 contains 7420 members 
Mstep: Class 5 contains 89862 members 
Mstep: Class 6 contains 68030 members 
Mstep: Class 7 contains 18964 members 
Mstep: Class 8 contains 132879 members 
Mstep: Class 9 contains 208442 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 15 contains 35979 members 
Mstep: Class 16 contains 3232 members 
Mstep: Class 17 contains 37730 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 65381 members 
Mstep: Class 20 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138414448.000000 Penalty: 58618.246094
Iteration 18Q: 18 clusters Score -1.384144e+08 nChanged 23398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 152013 members 
Mstep: Class 3 contains 246868 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 90825 members 
Mstep: Class 6 contains 69833 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 131505 members 
Mstep: Class 9 contains 206647 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 15 contains 36853 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 38597 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 65139 members 
Mstep: Class 20 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138421936.000000 Penalty: 58618.246094
Iteration 19Q: 18 clusters Score -1.384219e+08 nChanged 22083
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 155922 members 
Mstep: Class 3 contains 243278 members 
Mstep: Class 4 contains 6111 members 
Mstep: Class 5 contains 91943 members 
Mstep: Class 6 contains 71419 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 130356 members 
Mstep: Class 9 contains 204793 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 15 contains 37654 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 39280 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 64893 members 
Mstep: Class 20 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138428400.000000 Penalty: 58618.246094
Iteration 20F: 18 clusters Score -1.384284e+08 nChanged 20867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 159425 members 
Mstep: Class 3 contains 240246 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 93053 members 
Mstep: Class 6 contains 72759 members 
Mstep: Class 7 contains 16671 members 
Mstep: Class 8 contains 129310 members 
Mstep: Class 9 contains 203187 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 12 contains 7805 members 
Mstep: Class 15 contains 38269 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 39850 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 64678 members 
Mstep: Class 20 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138434480.000000 Penalty: 58618.246094
Iteration 21Q: 18 clusters Score -1.384345e+08 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 162751 members 
Mstep: Class 3 contains 237554 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 94298 members 
Mstep: Class 6 contains 73959 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 128157 members 
Mstep: Class 9 contains 201741 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 15 contains 38777 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 40320 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 64517 members 
Mstep: Class 20 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3343.491943 but Gain 3448.128906
Score: -138439664.000000 Penalty: 55170.117188
Iteration 22Q: 17 clusters Score -1.384397e+08 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 166321 members 
Mstep: Class 3 contains 235440 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 95786 members 
Mstep: Class 6 contains 75170 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 127440 members 
Mstep: Class 9 contains 200519 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 12 contains 8849 members 
Mstep: Class 15 contains 39951 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 40686 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 64363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138445520.000000 Penalty: 55170.117188
Iteration 23Q: 17 clusters Score -1.384455e+08 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 168950 members 
Mstep: Class 3 contains 233506 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 97371 members 
Mstep: Class 6 contains 75998 members 
Mstep: Class 7 contains 12660 members 
Mstep: Class 8 contains 126430 members 
Mstep: Class 9 contains 199116 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 12 contains 9320 members 
Mstep: Class 15 contains 40494 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41008 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 64207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138450320.000000 Penalty: 55170.117188
Iteration 24Q: 17 clusters Score -1.384503e+08 nChanged 18550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 171107 members 
Mstep: Class 3 contains 232040 members 
Mstep: Class 4 contains 3953 members 
Mstep: Class 5 contains 98975 members 
Mstep: Class 6 contains 76766 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 125401 members 
Mstep: Class 9 contains 197910 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 15 contains 40894 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 64073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138454352.000000 Penalty: 55170.117188
Iteration 25Q: 17 clusters Score -1.384544e+08 nChanged 17908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 172814 members 
Mstep: Class 3 contains 230829 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 100709 members 
Mstep: Class 6 contains 77461 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 124265 members 
Mstep: Class 9 contains 196877 members 
Mstep: Class 10 contains 3928 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 15 contains 41342 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41487 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 63940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138458352.000000 Penalty: 55170.117188
Iteration 26Q: 17 clusters Score -1.384584e+08 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 174224 members 
Mstep: Class 3 contains 229910 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 102474 members 
Mstep: Class 6 contains 78134 members 
Mstep: Class 7 contains 7757 members 
Mstep: Class 8 contains 123191 members 
Mstep: Class 9 contains 195799 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 15 contains 41689 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41654 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 63821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138462096.000000 Penalty: 55170.117188
Iteration 27Q: 17 clusters Score -1.384621e+08 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 175257 members 
Mstep: Class 3 contains 229196 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 104204 members 
Mstep: Class 6 contains 78968 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 122179 members 
Mstep: Class 9 contains 194671 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 12 contains 11532 members 
Mstep: Class 15 contains 41992 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41805 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 63716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138466160.000000 Penalty: 55170.117188
Iteration 28Q: 17 clusters Score -1.384662e+08 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 175899 members 
Mstep: Class 3 contains 228622 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 105764 members 
Mstep: Class 6 contains 79788 members 
Mstep: Class 7 contains 4862 members 
Mstep: Class 8 contains 121238 members 
Mstep: Class 9 contains 193751 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 15 contains 42333 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 41923 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 63623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138469072.000000 Penalty: 55170.117188
Iteration 29Q: 17 clusters Score -1.384691e+08 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 176261 members 
Mstep: Class 3 contains 228263 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 107059 members 
Mstep: Class 6 contains 80689 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 120199 members 
Mstep: Class 9 contains 193041 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 12 contains 12434 members 
Mstep: Class 15 contains 42579 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42015 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 63539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3003.524170 but Gain 3448.132812
Score: -138472272.000000 Penalty: 51721.984375
Iteration 30Q: 16 clusters Score -1.384723e+08 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 176523 members 
Mstep: Class 3 contains 227998 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 110940 members 
Mstep: Class 6 contains 81560 members 
Mstep: Class 8 contains 119291 members 
Mstep: Class 9 contains 192376 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 12 contains 12816 members 
Mstep: Class 15 contains 42767 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42099 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 63482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138478768.000000 Penalty: 51721.984375
Iteration 31Q: 16 clusters Score -1.384788e+08 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 176652 members 
Mstep: Class 3 contains 227844 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 111271 members 
Mstep: Class 6 contains 82439 members 
Mstep: Class 8 contains 118001 members 
Mstep: Class 9 contains 191922 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 12 contains 13162 members 
Mstep: Class 15 contains 42913 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42137 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 63445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138481408.000000 Penalty: 51721.984375
Iteration 32Q: 16 clusters Score -1.384814e+08 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 176705 members 
Mstep: Class 3 contains 227657 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 111512 members 
Mstep: Class 6 contains 83405 members 
Mstep: Class 8 contains 116857 members 
Mstep: Class 9 contains 191517 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 12 contains 13439 members 
Mstep: Class 15 contains 43075 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42154 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 63394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138483904.000000 Penalty: 51721.984375
Iteration 33Q: 16 clusters Score -1.384839e+08 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 176499 members 
Mstep: Class 3 contains 227346 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 111662 members 
Mstep: Class 6 contains 84367 members 
Mstep: Class 8 contains 115849 members 
Mstep: Class 9 contains 191551 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 15 contains 43224 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42209 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 63340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138486816.000000 Penalty: 51721.984375
Iteration 34Q: 16 clusters Score -1.384868e+08 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 176076 members 
Mstep: Class 3 contains 227086 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 111747 members 
Mstep: Class 6 contains 85497 members 
Mstep: Class 8 contains 114766 members 
Mstep: Class 9 contains 191803 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 15 contains 43322 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138490080.000000 Penalty: 51721.984375
Iteration 35Q: 16 clusters Score -1.384901e+08 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 175437 members 
Mstep: Class 3 contains 226934 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 111792 members 
Mstep: Class 6 contains 86588 members 
Mstep: Class 8 contains 113564 members 
Mstep: Class 9 contains 192421 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 15 contains 43409 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138491856.000000 Penalty: 51721.984375
Iteration 36Q: 16 clusters Score -1.384919e+08 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 174796 members 
Mstep: Class 3 contains 226798 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 111784 members 
Mstep: Class 6 contains 87626 members 
Mstep: Class 8 contains 112252 members 
Mstep: Class 9 contains 193256 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 15 contains 43513 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138494784.000000 Penalty: 51721.984375
Iteration 37Q: 16 clusters Score -1.384948e+08 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 174107 members 
Mstep: Class 3 contains 226735 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 111708 members 
Mstep: Class 6 contains 88664 members 
Mstep: Class 8 contains 110844 members 
Mstep: Class 9 contains 194285 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 12 contains 14019 members 
Mstep: Class 15 contains 43594 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42271 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138496784.000000 Penalty: 51721.984375
Iteration 38Q: 16 clusters Score -1.384968e+08 nChanged 10621
Entering ConstructFrom: 
Score: -138496784.000000 Penalty: 51721.984375
Entering ConstructFrom: 
Trying to split cluster 1 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -1382397.125000 Penalty: 2312.579834
	Iteration 0F: 2 clusters Score -1382397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1373874.375000 Penalty: 4625.159668
	Iteration 0F: 3 clusters Score -1373874 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1376460.250000 Penalty: 4625.159668
	Iteration 1F: 3 clusters Score -1376460 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1376831.000000 Penalty: 4625.159668
	Iteration 2F: 3 clusters Score -1376831 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1377108.875000 Penalty: 4625.159668
	Iteration 3F: 3 clusters Score -1377109 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1377359.375000 Penalty: 4625.159668
	Iteration 4Q: 3 clusters Score -1377359 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1377581.000000 Penalty: 4625.159668
	Iteration 5Q: 3 clusters Score -1377581 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1377831.375000 Penalty: 4625.159668
	Iteration 6Q: 3 clusters Score -1377831 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1378125.375000 Penalty: 4625.159668
	Iteration 7Q: 3 clusters Score -1378125 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1378493.625000 Penalty: 4625.159668
	Iteration 8F: 3 clusters Score -1378494 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1378939.625000 Penalty: 4625.159668
	Iteration 9F: 3 clusters Score -1378940 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1379442.375000 Penalty: 4625.159668
	Iteration 10F: 3 clusters Score -1379442 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1379935.875000 Penalty: 4625.159668
	Iteration 11Q: 3 clusters Score -1379936 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1380396.625000 Penalty: 4625.159668
	Iteration 12Q: 3 clusters Score -1380397 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1380714.875000 Penalty: 4625.159668
	Iteration 13Q: 3 clusters Score -1380715 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1380901.500000 Penalty: 4625.159668
	Iteration 14Q: 3 clusters Score -1380902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1380991.250000 Penalty: 4625.159668
	Iteration 15Q: 3 clusters Score -1380991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1381056.625000 Penalty: 4625.159668
	Iteration 16Q: 3 clusters Score -1381057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1381081.125000 Penalty: 4625.159668
	Iteration 17Q: 3 clusters Score -1381081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1381098.000000 Penalty: 4625.159668
	Iteration 18Q: 3 clusters Score -1381098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1381103.625000 Penalty: 4625.159668
	Iteration 19Q: 3 clusters Score -1381104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1381106.625000 Penalty: 4625.159668
	Iteration 20F: 3 clusters Score -1381107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1381106.750000 Penalty: 4625.159668
	Iteration 21Q: 3 clusters Score -1381107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1381108.000000 Penalty: 4625.159668
	Iteration 22Q: 3 clusters Score -1381108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1381109.000000 Penalty: 4625.159668
	Iteration 23Q: 3 clusters Score -1381109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1381109.000000 Penalty: 4625.159668
	Iteration 24F: 3 clusters Score -1381109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Entering Unmasked Estep 
Score: -22451502.000000 Penalty: 2991.746582
	Iteration 0F: 2 clusters Score -2.24515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -22338360.000000 Penalty: 5983.493164
	Iteration 0F: 3 clusters Score -2.233836e+07 nChanged 83450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -22387140.000000 Penalty: 5983.493164
	Iteration 1F: 3 clusters Score -2.238714e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -22388788.000000 Penalty: 5983.493164
	Iteration 2Q: 3 clusters Score -2.238879e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -22390950.000000 Penalty: 5983.493164
	Iteration 3Q: 3 clusters Score -2.239095e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -22394268.000000 Penalty: 5983.493164
	Iteration 4Q: 3 clusters Score -2.239427e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -22398558.000000 Penalty: 5983.493164
	Iteration 5F: 3 clusters Score -2.239856e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -22404514.000000 Penalty: 5983.493164
	Iteration 6F: 3 clusters Score -2.240451e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -22412524.000000 Penalty: 5983.493164
	Iteration 7F: 3 clusters Score -2.241252e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -22421750.000000 Penalty: 5983.493164
	Iteration 8F: 3 clusters Score -2.242175e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -22429964.000000 Penalty: 5983.493164
	Iteration 9F: 3 clusters Score -2.242996e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -22436160.000000 Penalty: 5983.493164
	Iteration 10Q: 3 clusters Score -2.243616e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -22439816.000000 Penalty: 5983.493164
	Iteration 11Q: 3 clusters Score -2.243982e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -22442558.000000 Penalty: 5983.493164
	Iteration 12Q: 3 clusters Score -2.244256e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -22444474.000000 Penalty: 5983.493164
	Iteration 13Q: 3 clusters Score -2.244447e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164069 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -22445814.000000 Penalty: 5983.493164
	Iteration 14Q: 3 clusters Score -2.244581e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -22446928.000000 Penalty: 5983.493164
	Iteration 15Q: 3 clusters Score -2.244693e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -22447554.000000 Penalty: 5983.493164
	Iteration 16Q: 3 clusters Score -2.244755e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168913 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -22448036.000000 Penalty: 5983.493164
	Iteration 17Q: 3 clusters Score -2.244804e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -22448412.000000 Penalty: 5983.493164
	Iteration 18Q: 3 clusters Score -2.244841e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22448668.000000 Penalty: 5983.493164
	Iteration 19Q: 3 clusters Score -2.244867e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22448922.000000 Penalty: 5983.493164
	Iteration 20F: 3 clusters Score -2.244892e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171519 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -22448984.000000 Penalty: 5983.493164
	Iteration 21Q: 3 clusters Score -2.244898e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22449092.000000 Penalty: 5983.493164
	Iteration 22Q: 3 clusters Score -2.244909e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171943 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22449134.000000 Penalty: 5983.493164
	Iteration 23Q: 3 clusters Score -2.244913e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22449180.000000 Penalty: 5983.493164
	Iteration 24Q: 3 clusters Score -2.244918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22449172.000000 Penalty: 5983.493164
	Iteration 25Q: 3 clusters Score -2.244917e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22449190.000000 Penalty: 5983.493164
	Iteration 26Q: 3 clusters Score -2.244919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172312 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22449214.000000 Penalty: 5983.493164
	Iteration 27Q: 3 clusters Score -2.244921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172368 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22449240.000000 Penalty: 5983.493164
	Iteration 28Q: 3 clusters Score -2.244924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172405 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22449268.000000 Penalty: 5983.493164
	Iteration 29Q: 3 clusters Score -2.244927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22449288.000000 Penalty: 5983.493164
	Iteration 30Q: 3 clusters Score -2.244929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -22449312.000000 Penalty: 5983.493164
	Iteration 31Q: 3 clusters Score -2.244931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22449346.000000 Penalty: 5983.493164
	Iteration 32Q: 3 clusters Score -2.244935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22449360.000000 Penalty: 5983.493164
	Iteration 33Q: 3 clusters Score -2.244936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172517 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22449344.000000 Penalty: 5983.493164
	Iteration 34Q: 3 clusters Score -2.244934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22449328.000000 Penalty: 5983.493164
	Iteration 35Q: 3 clusters Score -2.244933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22449322.000000 Penalty: 5983.493164
	Iteration 36Q: 3 clusters Score -2.244932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22449344.000000 Penalty: 5983.493164
	Iteration 37Q: 3 clusters Score -2.244934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22449338.000000 Penalty: 5983.493164
	Iteration 38Q: 3 clusters Score -2.244934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22449342.000000 Penalty: 5983.493164
	Iteration 39Q: 3 clusters Score -2.244934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22449344.000000 Penalty: 5983.493164
	Iteration 40F: 3 clusters Score -2.244934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22449348.000000 Penalty: 5983.493164
	Iteration 41Q: 3 clusters Score -2.244935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22449348.000000 Penalty: 5983.493164
	Iteration 42F: 3 clusters Score -2.244935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226695 members 
Entering Unmasked Estep 
Score: -29188976.000000 Penalty: 3058.177490
	Iteration 0F: 2 clusters Score -2.918898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -29047070.000000 Penalty: 6116.354980
	Iteration 0F: 3 clusters Score -2.904707e+07 nChanged 109741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -29111364.000000 Penalty: 6116.354980
	Iteration 1F: 3 clusters Score -2.911136e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -29112296.000000 Penalty: 6116.354980
	Iteration 2Q: 3 clusters Score -2.91123e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -29113094.000000 Penalty: 6116.354980
	Iteration 3Q: 3 clusters Score -2.911309e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 113764 members 
Entering Unmasked Estep 
Score: -29114356.000000 Penalty: 6116.354980
	Iteration 4Q: 3 clusters Score -2.911436e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -29115792.000000 Penalty: 6116.354980
	Iteration 5Q: 3 clusters Score -2.911579e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -29117778.000000 Penalty: 6116.354980
	Iteration 6Q: 3 clusters Score -2.911778e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -29120532.000000 Penalty: 6116.354980
	Iteration 7Q: 3 clusters Score -2.912053e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -29124656.000000 Penalty: 6116.354980
	Iteration 8Q: 3 clusters Score -2.912466e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -29131146.000000 Penalty: 6116.354980
	Iteration 9Q: 3 clusters Score -2.913115e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -29140646.000000 Penalty: 6116.354980
	Iteration 10F: 3 clusters Score -2.914065e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -29149426.000000 Penalty: 6116.354980
	Iteration 11F: 3 clusters Score -2.914943e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -29154484.000000 Penalty: 6116.354980
	Iteration 12F: 3 clusters Score -2.915448e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -29156096.000000 Penalty: 6116.354980
	Iteration 13Q: 3 clusters Score -2.91561e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 132854 members 
Entering Unmasked Estep 
Score: -29156680.000000 Penalty: 6116.354980
	Iteration 14Q: 3 clusters Score -2.915668e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -29156992.000000 Penalty: 6116.354980
	Iteration 15Q: 3 clusters Score -2.915699e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -29157328.000000 Penalty: 6116.354980
	Iteration 16Q: 3 clusters Score -2.915733e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -29157760.000000 Penalty: 6116.354980
	Iteration 17Q: 3 clusters Score -2.915776e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 141651 members 
Entering Unmasked Estep 
Score: -29158194.000000 Penalty: 6116.354980
	Iteration 18Q: 3 clusters Score -2.915819e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -29158806.000000 Penalty: 6116.354980
	Iteration 19Q: 3 clusters Score -2.915881e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -29159404.000000 Penalty: 6116.354980
	Iteration 20F: 3 clusters Score -2.91594e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -29160012.000000 Penalty: 6116.354980
	Iteration 21Q: 3 clusters Score -2.916001e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -29160770.000000 Penalty: 6116.354980
	Iteration 22Q: 3 clusters Score -2.916077e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -29161654.000000 Penalty: 6116.354980
	Iteration 23Q: 3 clusters Score -2.916165e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -29162802.000000 Penalty: 6116.354980
	Iteration 24Q: 3 clusters Score -2.91628e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -29163930.000000 Penalty: 6116.354980
	Iteration 25Q: 3 clusters Score -2.916393e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -29165356.000000 Penalty: 6116.354980
	Iteration 26Q: 3 clusters Score -2.916536e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 173459 members 
Entering Unmasked Estep 
Score: -29166444.000000 Penalty: 6116.354980
	Iteration 27Q: 3 clusters Score -2.916644e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -29167842.000000 Penalty: 6116.354980
	Iteration 28Q: 3 clusters Score -2.916784e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 181995 members 
Entering Unmasked Estep 
Score: -29169444.000000 Penalty: 6116.354980
	Iteration 29Q: 3 clusters Score -2.916944e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 186309 members 
Entering Unmasked Estep 
Score: -29171100.000000 Penalty: 6116.354980
	Iteration 30Q: 3 clusters Score -2.91711e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 190554 members 
Entering Unmasked Estep 
Score: -29172648.000000 Penalty: 6116.354980
	Iteration 31Q: 3 clusters Score -2.917265e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -29174228.000000 Penalty: 6116.354980
	Iteration 32Q: 3 clusters Score -2.917423e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 198729 members 
Entering Unmasked Estep 
Score: -29175924.000000 Penalty: 6116.354980
	Iteration 33Q: 3 clusters Score -2.917592e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 202503 members 
Entering Unmasked Estep 
Score: -29177330.000000 Penalty: 6116.354980
	Iteration 34Q: 3 clusters Score -2.917733e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 205982 members 
Entering Unmasked Estep 
Score: -29178692.000000 Penalty: 6116.354980
	Iteration 35Q: 3 clusters Score -2.917869e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 209058 members 
Entering Unmasked Estep 
Score: -29179546.000000 Penalty: 6116.354980
	Iteration 36Q: 3 clusters Score -2.917955e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 211695 members 
Entering Unmasked Estep 
Score: -29180524.000000 Penalty: 6116.354980
	Iteration 37Q: 3 clusters Score -2.918052e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -29181464.000000 Penalty: 6116.354980
	Iteration 38Q: 3 clusters Score -2.918146e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 215805 members 
Entering Unmasked Estep 
Score: -29182034.000000 Penalty: 6116.354980
	Iteration 39Q: 3 clusters Score -2.918203e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 217343 members 
Entering Unmasked Estep 
Score: -29182770.000000 Penalty: 6116.354980
	Iteration 40F: 3 clusters Score -2.918277e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 218764 members 
Entering Unmasked Estep 
Score: -29183330.000000 Penalty: 6116.354980
	Iteration 41Q: 3 clusters Score -2.918333e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 219919 members 
Entering Unmasked Estep 
Score: -29183642.000000 Penalty: 6116.354980
	Iteration 42Q: 3 clusters Score -2.918364e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 220881 members 
Entering Unmasked Estep 
Score: -29184022.000000 Penalty: 6116.354980
	Iteration 43Q: 3 clusters Score -2.918402e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 221680 members 
Entering Unmasked Estep 
Score: -29184386.000000 Penalty: 6116.354980
	Iteration 44Q: 3 clusters Score -2.918439e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 222322 members 
Entering Unmasked Estep 
Score: -29184696.000000 Penalty: 6116.354980
	Iteration 45Q: 3 clusters Score -2.91847e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 222829 members 
Entering Unmasked Estep 
Score: -29184922.000000 Penalty: 6116.354980
	Iteration 46Q: 3 clusters Score -2.918492e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 223201 members 
Entering Unmasked Estep 
Score: -29185172.000000 Penalty: 6116.354980
	Iteration 47Q: 3 clusters Score -2.918517e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 223491 members 
Entering Unmasked Estep 
Score: -29185336.000000 Penalty: 6116.354980
	Iteration 48Q: 3 clusters Score -2.918534e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 223721 members 
Entering Unmasked Estep 
Score: -29185488.000000 Penalty: 6116.354980
	Iteration 49Q: 3 clusters Score -2.918549e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 223913 members 
Entering Unmasked Estep 
Score: -29185612.000000 Penalty: 6116.354980
	Iteration 50Q: 3 clusters Score -2.918561e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 224065 members 
Entering Unmasked Estep 
Score: -29185656.000000 Penalty: 6116.354980
	Iteration 51Q: 3 clusters Score -2.918566e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 224194 members 
Entering Unmasked Estep 
Score: -29185800.000000 Penalty: 6116.354980
	Iteration 52Q: 3 clusters Score -2.91858e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 224303 members 
Entering Unmasked Estep 
Score: -29185916.000000 Penalty: 6116.354980
	Iteration 53Q: 3 clusters Score -2.918592e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 224386 members 
Entering Unmasked Estep 
Score: -29185962.000000 Penalty: 6116.354980
	Iteration 54Q: 3 clusters Score -2.918596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 224452 members 
Entering Unmasked Estep 
Score: -29185986.000000 Penalty: 6116.354980
	Iteration 55Q: 3 clusters Score -2.918599e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 224503 members 
Entering Unmasked Estep 
Score: -29186002.000000 Penalty: 6116.354980
	Iteration 56Q: 3 clusters Score -2.9186e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 224549 members 
Entering Unmasked Estep 
Score: -29186066.000000 Penalty: 6116.354980
	Iteration 57Q: 3 clusters Score -2.918607e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 224596 members 
Entering Unmasked Estep 
Score: -29186088.000000 Penalty: 6116.354980
	Iteration 58Q: 3 clusters Score -2.918609e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 224647 members 
Entering Unmasked Estep 
Score: -29186110.000000 Penalty: 6116.354980
	Iteration 59Q: 3 clusters Score -2.918611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 224697 members 
Entering Unmasked Estep 
Score: -29186132.000000 Penalty: 6116.354980
	Iteration 60F: 3 clusters Score -2.918613e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 224739 members 
Entering Unmasked Estep 
Score: -29186200.000000 Penalty: 6116.354980
	Iteration 61Q: 3 clusters Score -2.91862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 224768 members 
Entering Unmasked Estep 
Score: -29186244.000000 Penalty: 6116.354980
	Iteration 62Q: 3 clusters Score -2.918624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 224796 members 
Entering Unmasked Estep 
Score: -29186244.000000 Penalty: 6116.354980
	Iteration 63Q: 3 clusters Score -2.918624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 224825 members 
Entering Unmasked Estep 
Score: -29186244.000000 Penalty: 6116.354980
	Iteration 64Q: 3 clusters Score -2.918624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 224849 members 
Entering Unmasked Estep 
Score: -29186270.000000 Penalty: 6116.354980
	Iteration 65Q: 3 clusters Score -2.918627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 224879 members 
Entering Unmasked Estep 
Score: -29186248.000000 Penalty: 6116.354980
	Iteration 66Q: 3 clusters Score -2.918625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 224903 members 
Entering Unmasked Estep 
Score: -29186224.000000 Penalty: 6116.354980
	Iteration 67Q: 3 clusters Score -2.918622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 224914 members 
Entering Unmasked Estep 
Score: -29186258.000000 Penalty: 6116.354980
	Iteration 68Q: 3 clusters Score -2.918626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 224924 members 
Entering Unmasked Estep 
Score: -29186288.000000 Penalty: 6116.354980
	Iteration 69Q: 3 clusters Score -2.918629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 224929 members 
Entering Unmasked Estep 
Score: -29186290.000000 Penalty: 6116.354980
	Iteration 70Q: 3 clusters Score -2.918629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 224936 members 
Entering Unmasked Estep 
Score: -29186284.000000 Penalty: 6116.354980
	Iteration 71Q: 3 clusters Score -2.918628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -29186324.000000 Penalty: 6116.354980
	Iteration 72Q: 3 clusters Score -2.918632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 224953 members 
Entering Unmasked Estep 
Score: -29186314.000000 Penalty: 6116.354980
	Iteration 73Q: 3 clusters Score -2.918631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 224957 members 
Entering Unmasked Estep 
Score: -29186340.000000 Penalty: 6116.354980
	Iteration 74Q: 3 clusters Score -2.918634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 224959 members 
Entering Unmasked Estep 
Score: -29186330.000000 Penalty: 6116.354980
	Iteration 75Q: 3 clusters Score -2.918633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 224962 members 
Entering Unmasked Estep 
Score: -29186330.000000 Penalty: 6116.354980
	Iteration 76Q: 3 clusters Score -2.918633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 224965 members 
Entering Unmasked Estep 
Score: -29186340.000000 Penalty: 6116.354980
	Iteration 77Q: 3 clusters Score -2.918634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 224966 members 
Entering Unmasked Estep 
Score: -29186336.000000 Penalty: 6116.354980
	Iteration 78Q: 3 clusters Score -2.918634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 224967 members 
Entering Unmasked Estep 
Score: -29186322.000000 Penalty: 6116.354980
	Iteration 79Q: 3 clusters Score -2.918632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 224967 members 
Entering Unmasked Estep 
Score: -29186322.000000 Penalty: 6116.354980
	Iteration 80F: 3 clusters Score -2.918632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -306028.343750 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -306028.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303160.125000 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -303160.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303670.281250 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -303670.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -303790.593750 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -303790.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -303861.875000 Penalty: 3853.821289
	Iteration 3Q: 3 clusters Score -303861.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -303900.093750 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -303900.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -303920.906250 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -303920.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -303941.000000 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -303941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -303955.625000 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -303955.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -303971.500000 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -303971.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -303983.375000 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -303983.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -303995.593750 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -303995.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304007.781250 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -304007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304021.000000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -304021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -304036.375000 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -304036.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304050.375000 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -304050.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304059.062500 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -304059.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -304066.843750 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -304066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -304070.843750 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -304070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -304074.406250 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -304074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304078.218750 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -304078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304079.625000 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -304079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304080.968750 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -304081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304083.156250 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -304083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304085.656250 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -304085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304088.000000 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -304088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304091.250000 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -304091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304096.625000 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -304096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -304100.593750 Penalty: 3853.821289
	Iteration 27Q: 3 clusters Score -304100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -304104.656250 Penalty: 3853.821289
	Iteration 28Q: 3 clusters Score -304104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304107.218750 Penalty: 3853.821289
	Iteration 29Q: 3 clusters Score -304107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304110.281250 Penalty: 3853.821289
	Iteration 30Q: 3 clusters Score -304110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -304111.250000 Penalty: 3853.821289
	Iteration 31Q: 3 clusters Score -304111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -304112.843750 Penalty: 3853.821289
	Iteration 32Q: 3 clusters Score -304112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304114.468750 Penalty: 3853.821289
	Iteration 33Q: 3 clusters Score -304114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -304117.250000 Penalty: 3853.821289
	Iteration 34Q: 3 clusters Score -304117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -304118.062500 Penalty: 3853.821289
	Iteration 35Q: 3 clusters Score -304118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -304118.062500 Penalty: 3853.821289
	Iteration 36F: 3 clusters Score -304118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (111549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Entering Unmasked Estep 
Score: -14399252.000000 Penalty: 2882.310303
	Iteration 0F: 2 clusters Score -1.439925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -14325056.000000 Penalty: 5764.620605
	Iteration 0F: 3 clusters Score -1.432506e+07 nChanged 52854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -14355477.000000 Penalty: 5764.620605
	Iteration 1F: 3 clusters Score -1.435548e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -14356560.000000 Penalty: 5764.620605
	Iteration 2Q: 3 clusters Score -1.435656e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -14358175.000000 Penalty: 5764.620605
	Iteration 3Q: 3 clusters Score -1.435818e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -14361191.000000 Penalty: 5764.620605
	Iteration 4F: 3 clusters Score -1.436119e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -14366569.000000 Penalty: 5764.620605
	Iteration 5F: 3 clusters Score -1.436657e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -14375247.000000 Penalty: 5764.620605
	Iteration 6F: 3 clusters Score -1.437525e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -14384759.000000 Penalty: 5764.620605
	Iteration 7F: 3 clusters Score -1.438476e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -14391886.000000 Penalty: 5764.620605
	Iteration 8F: 3 clusters Score -1.439189e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -14395114.000000 Penalty: 5764.620605
	Iteration 9Q: 3 clusters Score -1.439511e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -14396240.000000 Penalty: 5764.620605
	Iteration 10Q: 3 clusters Score -1.439624e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -14396707.000000 Penalty: 5764.620605
	Iteration 11Q: 3 clusters Score -1.439671e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14396911.000000 Penalty: 5764.620605
	Iteration 12Q: 3 clusters Score -1.439691e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14396989.000000 Penalty: 5764.620605
	Iteration 13Q: 3 clusters Score -1.439699e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14397070.000000 Penalty: 5764.620605
	Iteration 14Q: 3 clusters Score -1.439707e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14397120.000000 Penalty: 5764.620605
	Iteration 15Q: 3 clusters Score -1.439712e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14397165.000000 Penalty: 5764.620605
	Iteration 16Q: 3 clusters Score -1.439716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14397192.000000 Penalty: 5764.620605
	Iteration 17Q: 3 clusters Score -1.439719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14397221.000000 Penalty: 5764.620605
	Iteration 18Q: 3 clusters Score -1.439722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14397258.000000 Penalty: 5764.620605
	Iteration 19Q: 3 clusters Score -1.439726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14397250.000000 Penalty: 5764.620605
	Iteration 20F: 3 clusters Score -1.439725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14397262.000000 Penalty: 5764.620605
	Iteration 21Q: 3 clusters Score -1.439726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14397280.000000 Penalty: 5764.620605
	Iteration 22Q: 3 clusters Score -1.439728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14397286.000000 Penalty: 5764.620605
	Iteration 23Q: 3 clusters Score -1.439729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14397292.000000 Penalty: 5764.620605
	Iteration 24Q: 3 clusters Score -1.439729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14397296.000000 Penalty: 5764.620605
	Iteration 25Q: 3 clusters Score -1.43973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14397309.000000 Penalty: 5764.620605
	Iteration 26Q: 3 clusters Score -1.439731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14397303.000000 Penalty: 5764.620605
	Iteration 27Q: 3 clusters Score -1.43973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14397305.000000 Penalty: 5764.620605
	Iteration 28Q: 3 clusters Score -1.43973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14397299.000000 Penalty: 5764.620605
	Iteration 29Q: 3 clusters Score -1.43973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14397299.000000 Penalty: 5764.620605
	Iteration 30F: 3 clusters Score -1.43973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Entering Unmasked Estep 
Score: -11703673.000000 Penalty: 2828.281250
	Iteration 0F: 2 clusters Score -1.170367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -11643582.000000 Penalty: 5656.562500
	Iteration 0F: 3 clusters Score -1.164358e+07 nChanged 42481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -11667828.000000 Penalty: 5656.562500
	Iteration 1F: 3 clusters Score -1.166783e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -11668516.000000 Penalty: 5656.562500
	Iteration 2Q: 3 clusters Score -1.166852e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -11669142.000000 Penalty: 5656.562500
	Iteration 3Q: 3 clusters Score -1.166914e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -11669972.000000 Penalty: 5656.562500
	Iteration 4Q: 3 clusters Score -1.166997e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -11670970.000000 Penalty: 5656.562500
	Iteration 5Q: 3 clusters Score -1.167097e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -11672288.000000 Penalty: 5656.562500
	Iteration 6Q: 3 clusters Score -1.167229e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -11673797.000000 Penalty: 5656.562500
	Iteration 7Q: 3 clusters Score -1.16738e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -11675778.000000 Penalty: 5656.562500
	Iteration 8Q: 3 clusters Score -1.167578e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -11678442.000000 Penalty: 5656.562500
	Iteration 9F: 3 clusters Score -1.167844e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -11681772.000000 Penalty: 5656.562500
	Iteration 10F: 3 clusters Score -1.168177e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -11685484.000000 Penalty: 5656.562500
	Iteration 11F: 3 clusters Score -1.168548e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -11688292.000000 Penalty: 5656.562500
	Iteration 12F: 3 clusters Score -1.168829e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -11689670.000000 Penalty: 5656.562500
	Iteration 13Q: 3 clusters Score -1.168967e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -11690303.000000 Penalty: 5656.562500
	Iteration 14Q: 3 clusters Score -1.16903e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -11690635.000000 Penalty: 5656.562500
	Iteration 15Q: 3 clusters Score -1.169064e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -11690831.000000 Penalty: 5656.562500
	Iteration 16Q: 3 clusters Score -1.169083e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -11691088.000000 Penalty: 5656.562500
	Iteration 17Q: 3 clusters Score -1.169109e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -11691338.000000 Penalty: 5656.562500
	Iteration 18Q: 3 clusters Score -1.169134e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -11691589.000000 Penalty: 5656.562500
	Iteration 19Q: 3 clusters Score -1.169159e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -11691760.000000 Penalty: 5656.562500
	Iteration 20F: 3 clusters Score -1.169176e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -11691991.000000 Penalty: 5656.562500
	Iteration 21Q: 3 clusters Score -1.169199e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -11692182.000000 Penalty: 5656.562500
	Iteration 22Q: 3 clusters Score -1.169218e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -11692386.000000 Penalty: 5656.562500
	Iteration 23Q: 3 clusters Score -1.169239e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -11692580.000000 Penalty: 5656.562500
	Iteration 24Q: 3 clusters Score -1.169258e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -11692769.000000 Penalty: 5656.562500
	Iteration 25Q: 3 clusters Score -1.169277e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -11692975.000000 Penalty: 5656.562500
	Iteration 26Q: 3 clusters Score -1.169298e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -11693195.000000 Penalty: 5656.562500
	Iteration 27Q: 3 clusters Score -1.16932e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -11693410.000000 Penalty: 5656.562500
	Iteration 28Q: 3 clusters Score -1.169341e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -11693637.000000 Penalty: 5656.562500
	Iteration 29Q: 3 clusters Score -1.169364e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -11693846.000000 Penalty: 5656.562500
	Iteration 30Q: 3 clusters Score -1.169385e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -11694062.000000 Penalty: 5656.562500
	Iteration 31Q: 3 clusters Score -1.169406e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -11694265.000000 Penalty: 5656.562500
	Iteration 32Q: 3 clusters Score -1.169426e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -11694419.000000 Penalty: 5656.562500
	Iteration 33Q: 3 clusters Score -1.169442e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -11694655.000000 Penalty: 5656.562500
	Iteration 34Q: 3 clusters Score -1.169466e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -11694947.000000 Penalty: 5656.562500
	Iteration 35Q: 3 clusters Score -1.169495e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -11695162.000000 Penalty: 5656.562500
	Iteration 36Q: 3 clusters Score -1.169516e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -11695473.000000 Penalty: 5656.562500
	Iteration 37Q: 3 clusters Score -1.169547e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -11695808.000000 Penalty: 5656.562500
	Iteration 38Q: 3 clusters Score -1.169581e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -11696154.000000 Penalty: 5656.562500
	Iteration 39Q: 3 clusters Score -1.169615e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -11696543.000000 Penalty: 5656.562500
	Iteration 40F: 3 clusters Score -1.169654e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -11696915.000000 Penalty: 5656.562500
	Iteration 41Q: 3 clusters Score -1.169692e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -11697268.000000 Penalty: 5656.562500
	Iteration 42Q: 3 clusters Score -1.169727e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -11697695.000000 Penalty: 5656.562500
	Iteration 43Q: 3 clusters Score -1.16977e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -11698071.000000 Penalty: 5656.562500
	Iteration 44Q: 3 clusters Score -1.169807e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -11698545.000000 Penalty: 5656.562500
	Iteration 45Q: 3 clusters Score -1.169854e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -11698971.000000 Penalty: 5656.562500
	Iteration 46Q: 3 clusters Score -1.169897e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -11699284.000000 Penalty: 5656.562500
	Iteration 47Q: 3 clusters Score -1.169928e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -11699660.000000 Penalty: 5656.562500
	Iteration 48Q: 3 clusters Score -1.169966e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -11699938.000000 Penalty: 5656.562500
	Iteration 49Q: 3 clusters Score -1.169994e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -11700170.000000 Penalty: 5656.562500
	Iteration 50Q: 3 clusters Score -1.170017e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -11700379.000000 Penalty: 5656.562500
	Iteration 51Q: 3 clusters Score -1.170038e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -11700511.000000 Penalty: 5656.562500
	Iteration 52Q: 3 clusters Score -1.170051e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -11700637.000000 Penalty: 5656.562500
	Iteration 53Q: 3 clusters Score -1.170064e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -11700758.000000 Penalty: 5656.562500
	Iteration 54Q: 3 clusters Score -1.170076e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -11700829.000000 Penalty: 5656.562500
	Iteration 55Q: 3 clusters Score -1.170083e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -11700932.000000 Penalty: 5656.562500
	Iteration 56Q: 3 clusters Score -1.170093e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -11700990.000000 Penalty: 5656.562500
	Iteration 57Q: 3 clusters Score -1.170099e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -11701045.000000 Penalty: 5656.562500
	Iteration 58Q: 3 clusters Score -1.170104e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -11701078.000000 Penalty: 5656.562500
	Iteration 59Q: 3 clusters Score -1.170108e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -11701119.000000 Penalty: 5656.562500
	Iteration 60F: 3 clusters Score -1.170112e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -11701158.000000 Penalty: 5656.562500
	Iteration 61Q: 3 clusters Score -1.170116e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -11701185.000000 Penalty: 5656.562500
	Iteration 62Q: 3 clusters Score -1.170118e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -11701189.000000 Penalty: 5656.562500
	Iteration 63Q: 3 clusters Score -1.170119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -11701215.000000 Penalty: 5656.562500
	Iteration 64Q: 3 clusters Score -1.170122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -11701231.000000 Penalty: 5656.562500
	Iteration 65Q: 3 clusters Score -1.170123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11701243.000000 Penalty: 5656.562500
	Iteration 66Q: 3 clusters Score -1.170124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -11701260.000000 Penalty: 5656.562500
	Iteration 67Q: 3 clusters Score -1.170126e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -11701268.000000 Penalty: 5656.562500
	Iteration 68Q: 3 clusters Score -1.170127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -11701263.000000 Penalty: 5656.562500
	Iteration 69Q: 3 clusters Score -1.170126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -11701277.000000 Penalty: 5656.562500
	Iteration 70Q: 3 clusters Score -1.170128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -11701283.000000 Penalty: 5656.562500
	Iteration 71Q: 3 clusters Score -1.170128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -11701281.000000 Penalty: 5656.562500
	Iteration 72Q: 3 clusters Score -1.170128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -11701282.000000 Penalty: 5656.562500
	Iteration 73Q: 3 clusters Score -1.170128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -11701290.000000 Penalty: 5656.562500
	Iteration 74Q: 3 clusters Score -1.170129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -11701298.000000 Penalty: 5656.562500
	Iteration 75Q: 3 clusters Score -1.17013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -11701309.000000 Penalty: 5656.562500
	Iteration 76Q: 3 clusters Score -1.170131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -11701313.000000 Penalty: 5656.562500
	Iteration 77Q: 3 clusters Score -1.170131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -11701314.000000 Penalty: 5656.562500
	Iteration 78Q: 3 clusters Score -1.170131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -11701322.000000 Penalty: 5656.562500
	Iteration 79Q: 3 clusters Score -1.170132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -11701327.000000 Penalty: 5656.562500
	Iteration 80F: 3 clusters Score -1.170133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -11701322.000000 Penalty: 5656.562500
	Iteration 81Q: 3 clusters Score -1.170132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -11701318.000000 Penalty: 5656.562500
	Iteration 82Q: 3 clusters Score -1.170132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -11701319.000000 Penalty: 5656.562500
	Iteration 83Q: 3 clusters Score -1.170132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -11701318.000000 Penalty: 5656.562500
	Iteration 84Q: 3 clusters Score -1.170132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -11701319.000000 Penalty: 5656.562500
	Iteration 85Q: 3 clusters Score -1.170132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -11701316.000000 Penalty: 5656.562500
	Iteration 86Q: 3 clusters Score -1.170132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -11701312.000000 Penalty: 5656.562500
	Iteration 87Q: 3 clusters Score -1.170131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -11701306.000000 Penalty: 5656.562500
	Iteration 88Q: 3 clusters Score -1.170131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -11701320.000000 Penalty: 5656.562500
	Iteration 89Q: 3 clusters Score -1.170132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11701329.000000 Penalty: 5656.562500
	Iteration 90Q: 3 clusters Score -1.170133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -11701324.000000 Penalty: 5656.562500
	Iteration 91Q: 3 clusters Score -1.170132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -11701322.000000 Penalty: 5656.562500
	Iteration 92Q: 3 clusters Score -1.170132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -11701330.000000 Penalty: 5656.562500
	Iteration 93Q: 3 clusters Score -1.170133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -11701331.000000 Penalty: 5656.562500
	Iteration 94Q: 3 clusters Score -1.170133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -11701331.000000 Penalty: 5656.562500
	Iteration 95Q: 3 clusters Score -1.170133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -11701339.000000 Penalty: 5656.562500
	Iteration 96Q: 3 clusters Score -1.170134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -11701337.000000 Penalty: 5656.562500
	Iteration 97Q: 3 clusters Score -1.170134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -11701337.000000 Penalty: 5656.562500
	Iteration 98F: 3 clusters Score -1.170134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Entering Unmasked Estep 
Score: -14225419.000000 Penalty: 2877.166260
	Iteration 0F: 2 clusters Score -1.422542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -14152554.000000 Penalty: 5754.332520
	Iteration 0F: 3 clusters Score -1.415255e+07 nChanged 51766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -14182155.000000 Penalty: 5754.332520
	Iteration 1F: 3 clusters Score -1.418216e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -14183214.000000 Penalty: 5754.332520
	Iteration 2Q: 3 clusters Score -1.418321e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -14184503.000000 Penalty: 5754.332520
	Iteration 3Q: 3 clusters Score -1.41845e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -14186238.000000 Penalty: 5754.332520
	Iteration 4Q: 3 clusters Score -1.418624e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -14188649.000000 Penalty: 5754.332520
	Iteration 5Q: 3 clusters Score -1.418865e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -14191809.000000 Penalty: 5754.332520
	Iteration 6F: 3 clusters Score -1.419181e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -14195754.000000 Penalty: 5754.332520
	Iteration 7F: 3 clusters Score -1.419575e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -14200216.000000 Penalty: 5754.332520
	Iteration 8F: 3 clusters Score -1.420022e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -14204637.000000 Penalty: 5754.332520
	Iteration 9F: 3 clusters Score -1.420464e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -14208579.000000 Penalty: 5754.332520
	Iteration 10Q: 3 clusters Score -1.420858e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -14211938.000000 Penalty: 5754.332520
	Iteration 11Q: 3 clusters Score -1.421194e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -14214783.000000 Penalty: 5754.332520
	Iteration 12Q: 3 clusters Score -1.421478e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -14217097.000000 Penalty: 5754.332520
	Iteration 13Q: 3 clusters Score -1.42171e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -14219022.000000 Penalty: 5754.332520
	Iteration 14Q: 3 clusters Score -1.421902e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14220556.000000 Penalty: 5754.332520
	Iteration 15Q: 3 clusters Score -1.422056e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14221619.000000 Penalty: 5754.332520
	Iteration 16Q: 3 clusters Score -1.422162e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14222129.000000 Penalty: 5754.332520
	Iteration 17Q: 3 clusters Score -1.422213e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14222493.000000 Penalty: 5754.332520
	Iteration 18Q: 3 clusters Score -1.422249e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -14222670.000000 Penalty: 5754.332520
	Iteration 19Q: 3 clusters Score -1.422267e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14222741.000000 Penalty: 5754.332520
	Iteration 20F: 3 clusters Score -1.422274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14222763.000000 Penalty: 5754.332520
	Iteration 21Q: 3 clusters Score -1.422276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14222785.000000 Penalty: 5754.332520
	Iteration 22Q: 3 clusters Score -1.422278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14222806.000000 Penalty: 5754.332520
	Iteration 23Q: 3 clusters Score -1.422281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14222842.000000 Penalty: 5754.332520
	Iteration 24Q: 3 clusters Score -1.422284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14222848.000000 Penalty: 5754.332520
	Iteration 25Q: 3 clusters Score -1.422285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14222866.000000 Penalty: 5754.332520
	Iteration 26Q: 3 clusters Score -1.422287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14222884.000000 Penalty: 5754.332520
	Iteration 27Q: 3 clusters Score -1.422288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14222891.000000 Penalty: 5754.332520
	Iteration 28Q: 3 clusters Score -1.422289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14222891.000000 Penalty: 5754.332520
	Iteration 29Q: 3 clusters Score -1.422289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14222884.000000 Penalty: 5754.332520
	Iteration 30Q: 3 clusters Score -1.422288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14222895.000000 Penalty: 5754.332520
	Iteration 31Q: 3 clusters Score -1.42229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14222899.000000 Penalty: 5754.332520
	Iteration 32Q: 3 clusters Score -1.42229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14222909.000000 Penalty: 5754.332520
	Iteration 33Q: 3 clusters Score -1.422291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14222909.000000 Penalty: 5754.332520
	Iteration 34Q: 3 clusters Score -1.422291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14222924.000000 Penalty: 5754.332520
	Iteration 35Q: 3 clusters Score -1.422292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14222909.000000 Penalty: 5754.332520
	Iteration 36Q: 3 clusters Score -1.422291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14222921.000000 Penalty: 5754.332520
	Iteration 37Q: 3 clusters Score -1.422292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14222931.000000 Penalty: 5754.332520
	Iteration 38Q: 3 clusters Score -1.422293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14222926.000000 Penalty: 5754.332520
	Iteration 39Q: 3 clusters Score -1.422293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14222929.000000 Penalty: 5754.332520
	Iteration 40F: 3 clusters Score -1.422293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14222939.000000 Penalty: 5754.332520
	Iteration 41Q: 3 clusters Score -1.422294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14222939.000000 Penalty: 5754.332520
	Iteration 42Q: 3 clusters Score -1.422294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14222932.000000 Penalty: 5754.332520
	Iteration 43Q: 3 clusters Score -1.422293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14222941.000000 Penalty: 5754.332520
	Iteration 44Q: 3 clusters Score -1.422294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14222946.000000 Penalty: 5754.332520
	Iteration 45Q: 3 clusters Score -1.422295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14222946.000000 Penalty: 5754.332520
	Iteration 46Q: 3 clusters Score -1.422295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14222959.000000 Penalty: 5754.332520
	Iteration 47Q: 3 clusters Score -1.422296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14222959.000000 Penalty: 5754.332520
	Iteration 48Q: 3 clusters Score -1.422296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14222951.000000 Penalty: 5754.332520
	Iteration 49Q: 3 clusters Score -1.422295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14222955.000000 Penalty: 5754.332520
	Iteration 50Q: 3 clusters Score -1.422296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14222964.000000 Penalty: 5754.332520
	Iteration 51Q: 3 clusters Score -1.422296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14222967.000000 Penalty: 5754.332520
	Iteration 52Q: 3 clusters Score -1.422297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14222967.000000 Penalty: 5754.332520
	Iteration 53F: 3 clusters Score -1.422297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195551 members 
Entering Unmasked Estep 
Score: -25244786.000000 Penalty: 3021.527100
	Iteration 0F: 2 clusters Score -2.524479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -25116648.000000 Penalty: 6043.054199
	Iteration 0F: 3 clusters Score -2.511665e+07 nChanged 94144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -25172308.000000 Penalty: 6043.054199
	Iteration 1F: 3 clusters Score -2.517231e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -25174104.000000 Penalty: 6043.054199
	Iteration 2Q: 3 clusters Score -2.51741e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -25176896.000000 Penalty: 6043.054199
	Iteration 3Q: 3 clusters Score -2.51769e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -25181332.000000 Penalty: 6043.054199
	Iteration 4Q: 3 clusters Score -2.518133e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -25188470.000000 Penalty: 6043.054199
	Iteration 5F: 3 clusters Score -2.518847e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -25198934.000000 Penalty: 6043.054199
	Iteration 6F: 3 clusters Score -2.519893e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -25210988.000000 Penalty: 6043.054199
	Iteration 7F: 3 clusters Score -2.521099e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -25221918.000000 Penalty: 6043.054199
	Iteration 8F: 3 clusters Score -2.522192e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 170104 members 
Entering Unmasked Estep 
Score: -25229466.000000 Penalty: 6043.054199
	Iteration 9Q: 3 clusters Score -2.522947e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -25233728.000000 Penalty: 6043.054199
	Iteration 10Q: 3 clusters Score -2.523373e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -25236300.000000 Penalty: 6043.054199
	Iteration 11Q: 3 clusters Score -2.52363e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 182023 members 
Entering Unmasked Estep 
Score: -25237910.000000 Penalty: 6043.054199
	Iteration 12Q: 3 clusters Score -2.523791e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 184227 members 
Entering Unmasked Estep 
Score: -25239022.000000 Penalty: 6043.054199
	Iteration 13Q: 3 clusters Score -2.523902e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 185984 members 
Entering Unmasked Estep 
Score: -25239914.000000 Penalty: 6043.054199
	Iteration 14Q: 3 clusters Score -2.523991e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 187413 members 
Entering Unmasked Estep 
Score: -25240520.000000 Penalty: 6043.054199
	Iteration 15Q: 3 clusters Score -2.524052e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 188570 members 
Entering Unmasked Estep 
Score: -25241070.000000 Penalty: 6043.054199
	Iteration 16Q: 3 clusters Score -2.524107e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -25241474.000000 Penalty: 6043.054199
	Iteration 17Q: 3 clusters Score -2.524147e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 190220 members 
Entering Unmasked Estep 
Score: -25241686.000000 Penalty: 6043.054199
	Iteration 18Q: 3 clusters Score -2.524169e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 190824 members 
Entering Unmasked Estep 
Score: -25241898.000000 Penalty: 6043.054199
	Iteration 19Q: 3 clusters Score -2.52419e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 191293 members 
Entering Unmasked Estep 
Score: -25242088.000000 Penalty: 6043.054199
	Iteration 20F: 3 clusters Score -2.524209e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 191679 members 
Entering Unmasked Estep 
Score: -25242178.000000 Penalty: 6043.054199
	Iteration 21Q: 3 clusters Score -2.524218e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 191974 members 
Entering Unmasked Estep 
Score: -25242224.000000 Penalty: 6043.054199
	Iteration 22Q: 3 clusters Score -2.524222e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 192216 members 
Entering Unmasked Estep 
Score: -25242280.000000 Penalty: 6043.054199
	Iteration 23Q: 3 clusters Score -2.524228e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 192400 members 
Entering Unmasked Estep 
Score: -25242372.000000 Penalty: 6043.054199
	Iteration 24Q: 3 clusters Score -2.524237e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 192558 members 
Entering Unmasked Estep 
Score: -25242420.000000 Penalty: 6043.054199
	Iteration 25Q: 3 clusters Score -2.524242e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 192707 members 
Entering Unmasked Estep 
Score: -25242498.000000 Penalty: 6043.054199
	Iteration 26Q: 3 clusters Score -2.52425e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -25242576.000000 Penalty: 6043.054199
	Iteration 27Q: 3 clusters Score -2.524258e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 192917 members 
Entering Unmasked Estep 
Score: -25242574.000000 Penalty: 6043.054199
	Iteration 28Q: 3 clusters Score -2.524257e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 192990 members 
Entering Unmasked Estep 
Score: -25242616.000000 Penalty: 6043.054199
	Iteration 29Q: 3 clusters Score -2.524262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 193050 members 
Entering Unmasked Estep 
Score: -25242620.000000 Penalty: 6043.054199
	Iteration 30Q: 3 clusters Score -2.524262e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 193101 members 
Entering Unmasked Estep 
Score: -25242634.000000 Penalty: 6043.054199
	Iteration 31Q: 3 clusters Score -2.524263e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 193148 members 
Entering Unmasked Estep 
Score: -25242628.000000 Penalty: 6043.054199
	Iteration 32Q: 3 clusters Score -2.524263e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 193195 members 
Entering Unmasked Estep 
Score: -25242656.000000 Penalty: 6043.054199
	Iteration 33Q: 3 clusters Score -2.524266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 193233 members 
Entering Unmasked Estep 
Score: -25242682.000000 Penalty: 6043.054199
	Iteration 34Q: 3 clusters Score -2.524268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -25242702.000000 Penalty: 6043.054199
	Iteration 35Q: 3 clusters Score -2.52427e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 193309 members 
Entering Unmasked Estep 
Score: -25242722.000000 Penalty: 6043.054199
	Iteration 36Q: 3 clusters Score -2.524272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 193337 members 
Entering Unmasked Estep 
Score: -25242728.000000 Penalty: 6043.054199
	Iteration 37Q: 3 clusters Score -2.524273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 193371 members 
Entering Unmasked Estep 
Score: -25242738.000000 Penalty: 6043.054199
	Iteration 38Q: 3 clusters Score -2.524274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -25242736.000000 Penalty: 6043.054199
	Iteration 39Q: 3 clusters Score -2.524274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 193430 members 
Entering Unmasked Estep 
Score: -25242746.000000 Penalty: 6043.054199
	Iteration 40F: 3 clusters Score -2.524275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 193449 members 
Entering Unmasked Estep 
Score: -25242738.000000 Penalty: 6043.054199
	Iteration 41Q: 3 clusters Score -2.524274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 193475 members 
Entering Unmasked Estep 
Score: -25242752.000000 Penalty: 6043.054199
	Iteration 42Q: 3 clusters Score -2.524275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -25242752.000000 Penalty: 6043.054199
	Iteration 43Q: 3 clusters Score -2.524275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -25242752.000000 Penalty: 6043.054199
	Iteration 44Q: 3 clusters Score -2.524275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -25242802.000000 Penalty: 6043.054199
	Iteration 45Q: 3 clusters Score -2.52428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -25242778.000000 Penalty: 6043.054199
	Iteration 46Q: 3 clusters Score -2.524278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
Score: -25242780.000000 Penalty: 6043.054199
	Iteration 47Q: 3 clusters Score -2.524278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 193524 members 
Entering Unmasked Estep 
Score: -25242782.000000 Penalty: 6043.054199
	Iteration 48Q: 3 clusters Score -2.524278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 193535 members 
Entering Unmasked Estep 
Score: -25242786.000000 Penalty: 6043.054199
	Iteration 49Q: 3 clusters Score -2.524279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 193545 members 
Entering Unmasked Estep 
Score: -25242792.000000 Penalty: 6043.054199
	Iteration 50Q: 3 clusters Score -2.524279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 193553 members 
Entering Unmasked Estep 
Score: -25242800.000000 Penalty: 6043.054199
	Iteration 51Q: 3 clusters Score -2.52428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 193561 members 
Entering Unmasked Estep 
Score: -25242812.000000 Penalty: 6043.054199
	Iteration 52Q: 3 clusters Score -2.524281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 193570 members 
Entering Unmasked Estep 
Score: -25242826.000000 Penalty: 6043.054199
	Iteration 53Q: 3 clusters Score -2.524283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -25242810.000000 Penalty: 6043.054199
	Iteration 54Q: 3 clusters Score -2.524281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -25242798.000000 Penalty: 6043.054199
	Iteration 55Q: 3 clusters Score -2.52428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 193595 members 
Entering Unmasked Estep 
Score: -25242808.000000 Penalty: 6043.054199
	Iteration 56Q: 3 clusters Score -2.524281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 193596 members 
Entering Unmasked Estep 
Score: -25242810.000000 Penalty: 6043.054199
	Iteration 57Q: 3 clusters Score -2.524281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 193602 members 
Entering Unmasked Estep 
Score: -25242804.000000 Penalty: 6043.054199
	Iteration 58Q: 3 clusters Score -2.52428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -25242806.000000 Penalty: 6043.054199
	Iteration 59Q: 3 clusters Score -2.524281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -25242792.000000 Penalty: 6043.054199
	Iteration 60F: 3 clusters Score -2.524279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 193611 members 
Entering Unmasked Estep 
Score: -25242796.000000 Penalty: 6043.054199
	Iteration 61Q: 3 clusters Score -2.52428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 193616 members 
Entering Unmasked Estep 
Score: -25242788.000000 Penalty: 6043.054199
	Iteration 62Q: 3 clusters Score -2.524279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -25242800.000000 Penalty: 6043.054199
	Iteration 63Q: 3 clusters Score -2.52428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 193626 members 
Entering Unmasked Estep 
Score: -25242786.000000 Penalty: 6043.054199
	Iteration 64Q: 3 clusters Score -2.524279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -25242798.000000 Penalty: 6043.054199
	Iteration 65Q: 3 clusters Score -2.52428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -25242798.000000 Penalty: 6043.054199
	Iteration 66Q: 3 clusters Score -2.52428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -25242804.000000 Penalty: 6043.054199
	Iteration 67Q: 3 clusters Score -2.52428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -25242806.000000 Penalty: 6043.054199
	Iteration 68Q: 3 clusters Score -2.524281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 193632 members 
Entering Unmasked Estep 
Score: -25242812.000000 Penalty: 6043.054199
	Iteration 69Q: 3 clusters Score -2.524281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 193630 members 
Entering Unmasked Estep 
Score: -25242832.000000 Penalty: 6043.054199
	Iteration 70Q: 3 clusters Score -2.524283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -25242840.000000 Penalty: 6043.054199
	Iteration 71Q: 3 clusters Score -2.524284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -25242824.000000 Penalty: 6043.054199
	Iteration 72Q: 3 clusters Score -2.524282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -25242808.000000 Penalty: 6043.054199
	Iteration 73Q: 3 clusters Score -2.524281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -25242860.000000 Penalty: 6043.054199
	Iteration 74Q: 3 clusters Score -2.524286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 193633 members 
Entering Unmasked Estep 
Score: -25242854.000000 Penalty: 6043.054199
	Iteration 75Q: 3 clusters Score -2.524285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -25242842.000000 Penalty: 6043.054199
	Iteration 76Q: 3 clusters Score -2.524284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -25242850.000000 Penalty: 6043.054199
	Iteration 77Q: 3 clusters Score -2.524285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 193637 members 
Entering Unmasked Estep 
Score: -25242848.000000 Penalty: 6043.054199
	Iteration 78Q: 3 clusters Score -2.524285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -25242844.000000 Penalty: 6043.054199
	Iteration 79Q: 3 clusters Score -2.524284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -25242880.000000 Penalty: 6043.054199
	Iteration 80F: 3 clusters Score -2.524288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -25242876.000000 Penalty: 6043.054199
	Iteration 81Q: 3 clusters Score -2.524288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -25242860.000000 Penalty: 6043.054199
	Iteration 82Q: 3 clusters Score -2.524286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -25242868.000000 Penalty: 6043.054199
	Iteration 83Q: 3 clusters Score -2.524287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -25242838.000000 Penalty: 6043.054199
	Iteration 84Q: 3 clusters Score -2.524284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -25242852.000000 Penalty: 6043.054199
	Iteration 85Q: 3 clusters Score -2.524285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 193653 members 
Entering Unmasked Estep 
Score: -25242874.000000 Penalty: 6043.054199
	Iteration 86Q: 3 clusters Score -2.524287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -25242858.000000 Penalty: 6043.054199
	Iteration 87Q: 3 clusters Score -2.524286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 193662 members 
Entering Unmasked Estep 
Score: -25242848.000000 Penalty: 6043.054199
	Iteration 88Q: 3 clusters Score -2.524285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 193664 members 
Entering Unmasked Estep 
Score: -25242864.000000 Penalty: 6043.054199
	Iteration 89Q: 3 clusters Score -2.524286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 193661 members 
Entering Unmasked Estep 
Score: -25242880.000000 Penalty: 6043.054199
	Iteration 90Q: 3 clusters Score -2.524288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -25242866.000000 Penalty: 6043.054199
	Iteration 91Q: 3 clusters Score -2.524287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -25242872.000000 Penalty: 6043.054199
	Iteration 92Q: 3 clusters Score -2.524287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -25242882.000000 Penalty: 6043.054199
	Iteration 93Q: 3 clusters Score -2.524288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -25242864.000000 Penalty: 6043.054199
	Iteration 94Q: 3 clusters Score -2.524286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 193661 members 
Entering Unmasked Estep 
Score: -25242874.000000 Penalty: 6043.054199
	Iteration 95Q: 3 clusters Score -2.524287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 193660 members 
Entering Unmasked Estep 
Score: -25242886.000000 Penalty: 6043.054199
	Iteration 96Q: 3 clusters Score -2.524289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 193661 members 
Entering Unmasked Estep 
Score: -25242884.000000 Penalty: 6043.054199
	Iteration 97Q: 3 clusters Score -2.524288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 193664 members 
Entering Unmasked Estep 
Score: -25242874.000000 Penalty: 6043.054199
	Iteration 98Q: 3 clusters Score -2.524287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 193670 members 
Entering Unmasked Estep 
Score: -25242884.000000 Penalty: 6043.054199
	Iteration 99Q: 3 clusters Score -2.524288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 193672 members 
Entering Unmasked Estep 
Score: -25242882.000000 Penalty: 6043.054199
	Iteration 100F: 3 clusters Score -2.524288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 193681 members 
Entering Unmasked Estep 
Score: -25242890.000000 Penalty: 6043.054199
	Iteration 101Q: 3 clusters Score -2.524289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 193685 members 
Entering Unmasked Estep 
Score: -25242894.000000 Penalty: 6043.054199
	Iteration 102Q: 3 clusters Score -2.524289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 193689 members 
Entering Unmasked Estep 
Score: -25242884.000000 Penalty: 6043.054199
	Iteration 103Q: 3 clusters Score -2.524288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -25242900.000000 Penalty: 6043.054199
	Iteration 104Q: 3 clusters Score -2.52429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -25242902.000000 Penalty: 6043.054199
	Iteration 105Q: 3 clusters Score -2.52429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -25242892.000000 Penalty: 6043.054199
	Iteration 106Q: 3 clusters Score -2.524289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 193697 members 
Entering Unmasked Estep 
Score: -25242870.000000 Penalty: 6043.054199
	Iteration 107Q: 3 clusters Score -2.524287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 193699 members 
Entering Unmasked Estep 
Score: -25242902.000000 Penalty: 6043.054199
	Iteration 108Q: 3 clusters Score -2.52429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 193700 members 
Entering Unmasked Estep 
Score: -25242912.000000 Penalty: 6043.054199
	Iteration 109Q: 3 clusters Score -2.524291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 193700 members 
Entering Unmasked Estep 
Score: -25242912.000000 Penalty: 6043.054199
	Iteration 110F: 3 clusters Score -2.524291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -573371.625000 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -573371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -569169.125000 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -569169.1 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -570192.937500 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -570192.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -570421.187500 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -570421.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -570624.937500 Penalty: 4183.062500
	Iteration 3F: 3 clusters Score -570624.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -570862.750000 Penalty: 4183.062500
	Iteration 4F: 3 clusters Score -570862.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -571162.812500 Penalty: 4183.062500
	Iteration 5F: 3 clusters Score -571162.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -571478.187500 Penalty: 4183.062500
	Iteration 6F: 3 clusters Score -571478.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -571818.000000 Penalty: 4183.062500
	Iteration 7F: 3 clusters Score -571818 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -572115.750000 Penalty: 4183.062500
	Iteration 8F: 3 clusters Score -572115.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -572365.937500 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -572365.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -572581.750000 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -572581.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -572789.000000 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -572789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -572971.375000 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -572971.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -573182.250000 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -573182.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -573413.750000 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -573413.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -573723.500000 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -573723.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -574016.250000 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -574016.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -574140.437500 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -574140.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -574178.000000 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -574178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -574188.000000 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -574188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -574191.687500 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -574191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -574192.625000 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -574192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -574192.625000 Penalty: 4183.062500
	Iteration 22F: 3 clusters Score -574192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 173424 members 
Mstep: Class 3 contains 226695 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 195551 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 15 contains 43643 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63237 members 
Entering Unmasked Estep 
Score: -138498176.000000 Penalty: 55170.117188
Splitting cluster 10 changes total score from -138496784.000000 to -138498176.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (14062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Entering Unmasked Estep 
Score: -1731252.375000 Penalty: 2368.705322
	Iteration 0F: 2 clusters Score -1731252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1721028.000000 Penalty: 4737.410645
	Iteration 0F: 3 clusters Score -1721028 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1725281.500000 Penalty: 4737.410645
	Iteration 1F: 3 clusters Score -1725282 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1726941.000000 Penalty: 4737.410645
	Iteration 2F: 3 clusters Score -1726941 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1728770.875000 Penalty: 4737.410645
	Iteration 3F: 3 clusters Score -1728771 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1730196.750000 Penalty: 4737.410645
	Iteration 4F: 3 clusters Score -1730197 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1731075.250000 Penalty: 4737.410645
	Iteration 5F: 3 clusters Score -1731075 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1731598.375000 Penalty: 4737.410645
	Iteration 6Q: 3 clusters Score -1731598 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1731985.500000 Penalty: 4737.410645
	Iteration 7Q: 3 clusters Score -1731986 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1732322.250000 Penalty: 4737.410645
	Iteration 8Q: 3 clusters Score -1732322 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1732504.750000 Penalty: 4737.410645
	Iteration 9Q: 3 clusters Score -1732505 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1732611.875000 Penalty: 4737.410645
	Iteration 10Q: 3 clusters Score -1732612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1732664.000000 Penalty: 4737.410645
	Iteration 11Q: 3 clusters Score -1732664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1732701.875000 Penalty: 4737.410645
	Iteration 12Q: 3 clusters Score -1732702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1732733.625000 Penalty: 4737.410645
	Iteration 13Q: 3 clusters Score -1732734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1732756.250000 Penalty: 4737.410645
	Iteration 14Q: 3 clusters Score -1732756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1732765.250000 Penalty: 4737.410645
	Iteration 15Q: 3 clusters Score -1732765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1732787.000000 Penalty: 4737.410645
	Iteration 16Q: 3 clusters Score -1732787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1732796.000000 Penalty: 4737.410645
	Iteration 17Q: 3 clusters Score -1732796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1732808.125000 Penalty: 4737.410645
	Iteration 18Q: 3 clusters Score -1732808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1732807.000000 Penalty: 4737.410645
	Iteration 19Q: 3 clusters Score -1732807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1732811.000000 Penalty: 4737.410645
	Iteration 20F: 3 clusters Score -1732811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1732813.000000 Penalty: 4737.410645
	Iteration 21Q: 3 clusters Score -1732813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1732821.750000 Penalty: 4737.410645
	Iteration 22Q: 3 clusters Score -1732822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1732823.375000 Penalty: 4737.410645
	Iteration 23Q: 3 clusters Score -1732823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1732826.375000 Penalty: 4737.410645
	Iteration 24Q: 3 clusters Score -1732826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1732826.125000 Penalty: 4737.410645
	Iteration 25Q: 3 clusters Score -1732826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1732825.125000 Penalty: 4737.410645
	Iteration 26Q: 3 clusters Score -1732825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1732824.750000 Penalty: 4737.410645
	Iteration 27Q: 3 clusters Score -1732825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1732825.250000 Penalty: 4737.410645
	Iteration 28Q: 3 clusters Score -1732825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1732822.625000 Penalty: 4737.410645
	Iteration 29Q: 3 clusters Score -1732823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1732822.250000 Penalty: 4737.410645
	Iteration 30Q: 3 clusters Score -1732822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1732823.250000 Penalty: 4737.410645
	Iteration 31Q: 3 clusters Score -1732823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1732822.875000 Penalty: 4737.410645
	Iteration 32Q: 3 clusters Score -1732823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1732821.500000 Penalty: 4737.410645
	Iteration 33Q: 3 clusters Score -1732822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1732823.375000 Penalty: 4737.410645
	Iteration 34Q: 3 clusters Score -1732823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1732823.375000 Penalty: 4737.410645
	Iteration 35F: 3 clusters Score -1732823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 173424 members 
Mstep: Class 3 contains 226695 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 195551 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 15 contains 43643 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63237 members 
Entering Unmasked Estep 
Score: -138498848.000000 Penalty: 58618.246094
Splitting cluster 12 changes total score from -138496784.000000 to -138498848.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (43643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Entering Unmasked Estep 
Score: -5700802.000000 Penalty: 2649.581787
	Iteration 0F: 2 clusters Score -5700802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5671179.000000 Penalty: 5299.163574
	Iteration 0F: 3 clusters Score -5671179 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5682254.000000 Penalty: 5299.163574
	Iteration 1F: 3 clusters Score -5682254 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5682793.500000 Penalty: 5299.163574
	Iteration 2Q: 3 clusters Score -5682794 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -5683374.000000 Penalty: 5299.163574
	Iteration 3Q: 3 clusters Score -5683374 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5684072.500000 Penalty: 5299.163574
	Iteration 4Q: 3 clusters Score -5684072 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5684972.500000 Penalty: 5299.163574
	Iteration 5Q: 3 clusters Score -5684972 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5686204.000000 Penalty: 5299.163574
	Iteration 6Q: 3 clusters Score -5686204 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -5687897.500000 Penalty: 5299.163574
	Iteration 7F: 3 clusters Score -5687898 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5689911.500000 Penalty: 5299.163574
	Iteration 8F: 3 clusters Score -5689912 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5692191.500000 Penalty: 5299.163574
	Iteration 9F: 3 clusters Score -5692192 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5694216.000000 Penalty: 5299.163574
	Iteration 10F: 3 clusters Score -5694216 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5695701.500000 Penalty: 5299.163574
	Iteration 11Q: 3 clusters Score -5695702 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5696736.500000 Penalty: 5299.163574
	Iteration 12Q: 3 clusters Score -5696736 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5697426.500000 Penalty: 5299.163574
	Iteration 13Q: 3 clusters Score -5697426 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5697832.000000 Penalty: 5299.163574
	Iteration 14Q: 3 clusters Score -5697832 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5698060.000000 Penalty: 5299.163574
	Iteration 15Q: 3 clusters Score -5698060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5698208.500000 Penalty: 5299.163574
	Iteration 16Q: 3 clusters Score -5698208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -5698286.000000 Penalty: 5299.163574
	Iteration 17Q: 3 clusters Score -5698286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5698323.000000 Penalty: 5299.163574
	Iteration 18Q: 3 clusters Score -5698323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5698353.000000 Penalty: 5299.163574
	Iteration 19Q: 3 clusters Score -5698353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5698389.000000 Penalty: 5299.163574
	Iteration 20F: 3 clusters Score -5698389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5698426.500000 Penalty: 5299.163574
	Iteration 21Q: 3 clusters Score -5698426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5698457.500000 Penalty: 5299.163574
	Iteration 22Q: 3 clusters Score -5698458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5698485.000000 Penalty: 5299.163574
	Iteration 23Q: 3 clusters Score -5698485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5698509.000000 Penalty: 5299.163574
	Iteration 24Q: 3 clusters Score -5698509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5698520.500000 Penalty: 5299.163574
	Iteration 25Q: 3 clusters Score -5698520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5698536.000000 Penalty: 5299.163574
	Iteration 26Q: 3 clusters Score -5698536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5698540.500000 Penalty: 5299.163574
	Iteration 27Q: 3 clusters Score -5698540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -5698544.000000 Penalty: 5299.163574
	Iteration 28Q: 3 clusters Score -5698544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5698546.000000 Penalty: 5299.163574
	Iteration 29Q: 3 clusters Score -5698546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5698554.500000 Penalty: 5299.163574
	Iteration 30Q: 3 clusters Score -5698554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5698557.000000 Penalty: 5299.163574
	Iteration 31Q: 3 clusters Score -5698557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5698557.000000 Penalty: 5299.163574
	Iteration 32F: 3 clusters Score -5698557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -325651.968750 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -325652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322740.687500 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -322740.7 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -328467.625000 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -328467.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -331276.718750 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -331276.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -332471.156250 Penalty: 4007.644043
	Iteration 3F: 3 clusters Score -332471.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -333508.187500 Penalty: 4007.644043
	Iteration 4F: 3 clusters Score -333508.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -333992.968750 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -333993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -334183.031250 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -334183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -334373.375000 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -334373.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -334603.500000 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -334603.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -334926.843750 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -334926.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -335233.718750 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -335233.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -335450.000000 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -335450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -335941.937500 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -335941.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336788.031250 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -336788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -337934.156250 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -337934.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -338557.937500 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -338557.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -338814.187500 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -338814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -338891.531250 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -338891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -338919.093750 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -338919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -338921.531250 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -338921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -338960.781250 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -338960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -339043.031250 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -339043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -339100.343750 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -339100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -339135.687500 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -339135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -339139.406250 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -339139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -339141.562500 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -339141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -339141.750000 Penalty: 4007.644043
	Iteration 26F: 3 clusters Score -339141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -339144.343750 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -339144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -339157.937500 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -339157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -339223.031250 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -339223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -339256.781250 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -339256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -339274.843750 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -339274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -339287.250000 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -339287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339298.906250 Penalty: 4007.644043
	Iteration 33Q: 3 clusters Score -339298.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -339328.937500 Penalty: 4007.644043
	Iteration 34Q: 3 clusters Score -339328.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -339374.000000 Penalty: 4007.644043
	Iteration 35Q: 3 clusters Score -339374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -339548.312500 Penalty: 4007.644043
	Iteration 36Q: 3 clusters Score -339548.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -339793.968750 Penalty: 4007.644043
	Iteration 37Q: 3 clusters Score -339794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -339926.218750 Penalty: 4007.644043
	Iteration 38Q: 3 clusters Score -339926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -339963.000000 Penalty: 4007.644043
	Iteration 39Q: 3 clusters Score -339963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -339967.156250 Penalty: 4007.644043
	Iteration 40F: 3 clusters Score -339967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -339967.937500 Penalty: 4007.644043
	Iteration 41Q: 3 clusters Score -339967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -339967.937500 Penalty: 4007.644043
	Iteration 42F: 3 clusters Score -339967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 173424 members 
Mstep: Class 3 contains 226695 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 195551 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 15 contains 43643 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 63237 members 
Entering Unmasked Estep 
Score: -138511456.000000 Penalty: 62066.378906
Splitting cluster 16 changes total score from -138496784.000000 to -138511456.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (42261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Entering Unmasked Estep 
Score: -5356628.500000 Penalty: 2641.601807
	Iteration 0F: 2 clusters Score -5356628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5327986.500000 Penalty: 5283.203613
	Iteration 0F: 3 clusters Score -5327986 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5338852.000000 Penalty: 5283.203613
	Iteration 1F: 3 clusters Score -5338852 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5339441.500000 Penalty: 5283.203613
	Iteration 2Q: 3 clusters Score -5339442 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5340166.000000 Penalty: 5283.203613
	Iteration 3Q: 3 clusters Score -5340166 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5341162.500000 Penalty: 5283.203613
	Iteration 4Q: 3 clusters Score -5341162 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5342651.000000 Penalty: 5283.203613
	Iteration 5F: 3 clusters Score -5342651 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5344781.000000 Penalty: 5283.203613
	Iteration 6F: 3 clusters Score -5344781 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5347574.500000 Penalty: 5283.203613
	Iteration 7F: 3 clusters Score -5347574 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5350173.500000 Penalty: 5283.203613
	Iteration 8F: 3 clusters Score -5350174 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5352139.000000 Penalty: 5283.203613
	Iteration 9Q: 3 clusters Score -5352139 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5353384.000000 Penalty: 5283.203613
	Iteration 10Q: 3 clusters Score -5353384 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5353972.500000 Penalty: 5283.203613
	Iteration 11Q: 3 clusters Score -5353972 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5354245.000000 Penalty: 5283.203613
	Iteration 12Q: 3 clusters Score -5354245 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5354376.500000 Penalty: 5283.203613
	Iteration 13Q: 3 clusters Score -5354376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5354429.000000 Penalty: 5283.203613
	Iteration 14Q: 3 clusters Score -5354429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5354479.000000 Penalty: 5283.203613
	Iteration 15Q: 3 clusters Score -5354479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5354490.000000 Penalty: 5283.203613
	Iteration 16Q: 3 clusters Score -5354490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5354511.000000 Penalty: 5283.203613
	Iteration 17Q: 3 clusters Score -5354511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5354517.500000 Penalty: 5283.203613
	Iteration 18Q: 3 clusters Score -5354518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5354522.500000 Penalty: 5283.203613
	Iteration 19Q: 3 clusters Score -5354522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5354542.500000 Penalty: 5283.203613
	Iteration 20F: 3 clusters Score -5354542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5354549.500000 Penalty: 5283.203613
	Iteration 21Q: 3 clusters Score -5354550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -5354545.000000 Penalty: 5283.203613
	Iteration 22Q: 3 clusters Score -5354545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5354544.000000 Penalty: 5283.203613
	Iteration 23Q: 3 clusters Score -5354544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5354553.000000 Penalty: 5283.203613
	Iteration 24Q: 3 clusters Score -5354553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5354552.000000 Penalty: 5283.203613
	Iteration 25Q: 3 clusters Score -5354552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5354550.500000 Penalty: 5283.203613
	Iteration 26Q: 3 clusters Score -5354550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5354547.500000 Penalty: 5283.203613
	Iteration 27Q: 3 clusters Score -5354548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5354550.000000 Penalty: 5283.203613
	Iteration 28Q: 3 clusters Score -5354550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5354557.000000 Penalty: 5283.203613
	Iteration 29Q: 3 clusters Score -5354557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -5354552.500000 Penalty: 5283.203613
	Iteration 30Q: 3 clusters Score -5354552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5354559.000000 Penalty: 5283.203613
	Iteration 31Q: 3 clusters Score -5354559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5354558.000000 Penalty: 5283.203613
	Iteration 32Q: 3 clusters Score -5354558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5354547.500000 Penalty: 5283.203613
	Iteration 33Q: 3 clusters Score -5354548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -5354550.000000 Penalty: 5283.203613
	Iteration 34Q: 3 clusters Score -5354550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5354554.000000 Penalty: 5283.203613
	Iteration 35Q: 3 clusters Score -5354554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5354557.500000 Penalty: 5283.203613
	Iteration 36Q: 3 clusters Score -5354558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5354562.500000 Penalty: 5283.203613
	Iteration 37Q: 3 clusters Score -5354562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5354562.500000 Penalty: 5283.203613
	Iteration 38F: 3 clusters Score -5354562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -164441.546875 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -164441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -162382.687500 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -162382.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163243.484375 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -163243.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164273.171875 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -164273.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -165103.937500 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -165103.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165272.828125 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -165272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -165302.125000 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -165302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165313.578125 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -165313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -165319.296875 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -165319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165320.500000 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -165320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165323.687500 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -165323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165325.421875 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -165325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -165326.234375 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -165326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165326.859375 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -165326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165326.859375 Penalty: 3603.653076
	Iteration 13F: 3 clusters Score -165326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 173424 members 
Mstep: Class 3 contains 226695 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 195551 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 43643 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 63237 members 
Entering Unmasked Estep 
Score: -138510848.000000 Penalty: 65514.511719
Splitting cluster 18 changes total score from -138496784.000000 to -138510848.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (63237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Entering Unmasked Estep 
Score: -8187702.500000 Penalty: 2741.551758
	Iteration 0F: 2 clusters Score -8187702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8145435.500000 Penalty: 5483.103516
	Iteration 0F: 3 clusters Score -8145436 nChanged 29431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -8161772.500000 Penalty: 5483.103516
	Iteration 1F: 3 clusters Score -8161772 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -8162546.000000 Penalty: 5483.103516
	Iteration 2Q: 3 clusters Score -8162546 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8163589.500000 Penalty: 5483.103516
	Iteration 3Q: 3 clusters Score -8163590 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -8165181.500000 Penalty: 5483.103516
	Iteration 4F: 3 clusters Score -8165182 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -8167753.500000 Penalty: 5483.103516
	Iteration 5F: 3 clusters Score -8167754 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -8171422.500000 Penalty: 5483.103516
	Iteration 6F: 3 clusters Score -8171422 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -8175469.000000 Penalty: 5483.103516
	Iteration 7F: 3 clusters Score -8175469 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -8178971.500000 Penalty: 5483.103516
	Iteration 8F: 3 clusters Score -8178972 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -8181628.000000 Penalty: 5483.103516
	Iteration 9Q: 3 clusters Score -8181628 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -8183148.500000 Penalty: 5483.103516
	Iteration 10Q: 3 clusters Score -8183148 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -8184120.000000 Penalty: 5483.103516
	Iteration 11Q: 3 clusters Score -8184120 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -8184713.000000 Penalty: 5483.103516
	Iteration 12Q: 3 clusters Score -8184713 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8184998.500000 Penalty: 5483.103516
	Iteration 13Q: 3 clusters Score -8184998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -8185128.500000 Penalty: 5483.103516
	Iteration 14Q: 3 clusters Score -8185128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8185234.000000 Penalty: 5483.103516
	Iteration 15Q: 3 clusters Score -8185234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -8185286.500000 Penalty: 5483.103516
	Iteration 16Q: 3 clusters Score -8185286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8185314.000000 Penalty: 5483.103516
	Iteration 17Q: 3 clusters Score -8185314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -8185345.000000 Penalty: 5483.103516
	Iteration 18Q: 3 clusters Score -8185345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -8185376.000000 Penalty: 5483.103516
	Iteration 19Q: 3 clusters Score -8185376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -8185400.000000 Penalty: 5483.103516
	Iteration 20F: 3 clusters Score -8185400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -8185413.500000 Penalty: 5483.103516
	Iteration 21Q: 3 clusters Score -8185414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -8185425.000000 Penalty: 5483.103516
	Iteration 22Q: 3 clusters Score -8185425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -8185430.000000 Penalty: 5483.103516
	Iteration 23Q: 3 clusters Score -8185430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -8185433.500000 Penalty: 5483.103516
	Iteration 24Q: 3 clusters Score -8185434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8185435.500000 Penalty: 5483.103516
	Iteration 25Q: 3 clusters Score -8185436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8185433.000000 Penalty: 5483.103516
	Iteration 26Q: 3 clusters Score -8185433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -8185435.500000 Penalty: 5483.103516
	Iteration 27Q: 3 clusters Score -8185436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -8185435.500000 Penalty: 5483.103516
	Iteration 28F: 3 clusters Score -8185436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 173424 members 
Mstep: Class 3 contains 226695 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 195551 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 15 contains 43643 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 63237 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -1.385133e+08 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 172935 members 
Mstep: Class 3 contains 226821 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 111472 members 
Mstep: Class 6 contains 90834 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 8 contains 107691 members 
Mstep: Class 9 contains 196896 members 
Mstep: Class 10 contains 1338 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 15 contains 43758 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42291 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 63371 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -1.385173e+08 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 172032 members 
Mstep: Class 3 contains 226605 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 110903 members 
Mstep: Class 6 contains 92027 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 105976 members 
Mstep: Class 9 contains 197861 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 43802 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42266 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 63235 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -1.385214e+08 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 171199 members 
Mstep: Class 3 contains 226435 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 110292 members 
Mstep: Class 6 contains 93420 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 104426 members 
Mstep: Class 9 contains 198923 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 43814 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42225 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 63155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -1.385242e+08 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 170326 members 
Mstep: Class 3 contains 226279 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 5 contains 109651 members 
Mstep: Class 6 contains 95034 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 8 contains 103022 members 
Mstep: Class 9 contains 199826 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 43921 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42144 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 63102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 20 clusters Score -1.385261e+08 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 169527 members 
Mstep: Class 3 contains 226071 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 108971 members 
Mstep: Class 6 contains 96713 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 101774 members 
Mstep: Class 9 contains 200675 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 6072 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1422 members 
Mstep: Class 15 contains 43995 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 63051 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 20 clusters Score -1.385288e+08 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 168728 members 
Mstep: Class 3 contains 225782 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 108271 members 
Mstep: Class 6 contains 98442 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 100756 members 
Mstep: Class 9 contains 201411 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 6080 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42070 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 63004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 20 clusters Score -1.385309e+08 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 167960 members 
Mstep: Class 3 contains 225455 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 107562 members 
Mstep: Class 6 contains 100289 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 99889 members 
Mstep: Class 9 contains 201999 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 10339 members 
Mstep: Class 12 contains 6080 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 44191 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 42022 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 62978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138533024.000000 Penalty: 65514.511719
Iteration 46Q: 20 clusters Score -1.38533e+08 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 167232 members 
Mstep: Class 3 contains 225230 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 106846 members 
Mstep: Class 6 contains 102050 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 8 contains 99230 members 
Mstep: Class 9 contains 202355 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 44267 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41973 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 62973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138534576.000000 Penalty: 65514.511719
Iteration 47Q: 20 clusters Score -1.385346e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 166554 members 
Mstep: Class 3 contains 224997 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 106188 members 
Mstep: Class 6 contains 103813 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 98637 members 
Mstep: Class 9 contains 202533 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 44384 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41918 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 62978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535696.000000 Penalty: 65514.511719
Iteration 48Q: 20 clusters Score -1.385357e+08 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 165902 members 
Mstep: Class 3 contains 224786 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 105590 members 
Mstep: Class 6 contains 105627 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 98028 members 
Mstep: Class 9 contains 202629 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10641 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 44464 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41850 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 62985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138536560.000000 Penalty: 65514.511719
Iteration 49Q: 20 clusters Score -1.385366e+08 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 165171 members 
Mstep: Class 3 contains 224684 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 105047 members 
Mstep: Class 6 contains 107477 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 97435 members 
Mstep: Class 9 contains 202576 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 44552 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41788 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 63008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537472.000000 Penalty: 65514.511719
Iteration 50Q: 20 clusters Score -1.385375e+08 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 164437 members 
Mstep: Class 3 contains 224515 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 104548 members 
Mstep: Class 6 contains 109308 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 96924 members 
Mstep: Class 9 contains 202572 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 10763 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 44594 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41744 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 63009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538528.000000 Penalty: 65514.511719
Iteration 51Q: 20 clusters Score -1.385385e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 163641 members 
Mstep: Class 3 contains 224406 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 104085 members 
Mstep: Class 6 contains 111053 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 96461 members 
Mstep: Class 9 contains 202518 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 44681 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41700 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539024.000000 Penalty: 65514.511719
Iteration 52Q: 20 clusters Score -1.38539e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 162995 members 
Mstep: Class 3 contains 224320 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 103633 members 
Mstep: Class 6 contains 112783 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 96042 members 
Mstep: Class 9 contains 202271 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10863 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 44769 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41680 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539936.000000 Penalty: 65514.511719
Iteration 53Q: 20 clusters Score -1.385399e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 162255 members 
Mstep: Class 3 contains 224299 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 103212 members 
Mstep: Class 6 contains 114479 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 95710 members 
Mstep: Class 9 contains 202033 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10891 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 44803 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41666 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540656.000000 Penalty: 65514.511719
Iteration 54Q: 20 clusters Score -1.385407e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 161525 members 
Mstep: Class 3 contains 224168 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 102852 members 
Mstep: Class 6 contains 116159 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 95372 members 
Mstep: Class 9 contains 201799 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10921 members 
Mstep: Class 12 contains 6035 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 44876 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41649 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541328.000000 Penalty: 65514.511719
Iteration 55Q: 20 clusters Score -1.385413e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 160736 members 
Mstep: Class 3 contains 224013 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 102498 members 
Mstep: Class 6 contains 117784 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 95092 members 
Mstep: Class 9 contains 201637 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10937 members 
Mstep: Class 12 contains 6033 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 44953 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41644 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63052 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.385419e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 159936 members 
Mstep: Class 3 contains 223925 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 102158 members 
Mstep: Class 6 contains 119280 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 94848 members 
Mstep: Class 9 contains 201498 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10945 members 
Mstep: Class 12 contains 6032 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 45040 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41632 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63058 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.385426e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 159204 members 
Mstep: Class 3 contains 223893 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 101872 members 
Mstep: Class 6 contains 120683 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 94587 members 
Mstep: Class 9 contains 201287 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10963 members 
Mstep: Class 12 contains 6030 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 45139 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41613 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63060 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.385431e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 158492 members 
Mstep: Class 3 contains 223901 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 101612 members 
Mstep: Class 6 contains 122063 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 94341 members 
Mstep: Class 9 contains 201022 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 45229 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41586 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63055 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.385434e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 157809 members 
Mstep: Class 3 contains 223886 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 101346 members 
Mstep: Class 6 contains 123483 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 94113 members 
Mstep: Class 9 contains 200719 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 45302 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41566 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543776.000000 Penalty: 65514.511719
Iteration 60F: 20 clusters Score -1.385438e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 157081 members 
Mstep: Class 3 contains 223907 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 101086 members 
Mstep: Class 6 contains 124762 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 93922 members 
Mstep: Class 9 contains 200524 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11002 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 45394 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41541 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544640.000000 Penalty: 65514.511719
Iteration 61Q: 20 clusters Score -1.385446e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 156404 members 
Mstep: Class 3 contains 223865 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 100850 members 
Mstep: Class 6 contains 125973 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 93797 members 
Mstep: Class 9 contains 200338 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 45461 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41516 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544768.000000 Penalty: 65514.511719
Iteration 62Q: 20 clusters Score -1.385448e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 155723 members 
Mstep: Class 3 contains 223876 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 100608 members 
Mstep: Class 6 contains 127171 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 93666 members 
Mstep: Class 9 contains 200136 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 45506 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41491 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544800.000000 Penalty: 65514.511719
Iteration 63Q: 20 clusters Score -1.385448e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 155032 members 
Mstep: Class 3 contains 223893 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 100397 members 
Mstep: Class 6 contains 128294 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 93552 members 
Mstep: Class 9 contains 199963 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11067 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 45540 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41464 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545280.000000 Penalty: 65514.511719
Iteration 64Q: 20 clusters Score -1.385453e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 154349 members 
Mstep: Class 3 contains 223905 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 100203 members 
Mstep: Class 6 contains 129428 members 
Mstep: Class 7 contains 3653 members 
Mstep: Class 8 contains 93453 members 
Mstep: Class 9 contains 199765 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11107 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1469 members 
Mstep: Class 15 contains 45550 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41435 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 63011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545472.000000 Penalty: 65514.511719
Iteration 65Q: 20 clusters Score -1.385455e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 153665 members 
Mstep: Class 3 contains 223930 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 100029 members 
Mstep: Class 6 contains 130581 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 93400 members 
Mstep: Class 9 contains 199499 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11133 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 45530 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41406 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 63009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545376.000000 Penalty: 65514.511719
Iteration 66Q: 20 clusters Score -1.385454e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 153046 members 
Mstep: Class 3 contains 223917 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 99884 members 
Mstep: Class 6 contains 131694 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 93353 members 
Mstep: Class 9 contains 199220 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11136 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 45523 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41383 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 63014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545728.000000 Penalty: 65514.511719
Iteration 67Q: 20 clusters Score -1.385457e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 152406 members 
Mstep: Class 3 contains 223914 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 99761 members 
Mstep: Class 6 contains 132817 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 93268 members 
Mstep: Class 9 contains 198942 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 45525 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41370 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546080.000000 Penalty: 65514.511719
Iteration 68Q: 20 clusters Score -1.385461e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 151799 members 
Mstep: Class 3 contains 223932 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 99644 members 
Mstep: Class 6 contains 133932 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 93224 members 
Mstep: Class 9 contains 198600 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11159 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 45513 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41341 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546352.000000 Penalty: 65514.511719
Iteration 69Q: 20 clusters Score -1.385464e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 151226 members 
Mstep: Class 3 contains 223924 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 99516 members 
Mstep: Class 6 contains 135059 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 93154 members 
Mstep: Class 9 contains 198253 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11158 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 45509 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41325 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546384.000000 Penalty: 65514.511719
Iteration 70Q: 20 clusters Score -1.385464e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 150626 members 
Mstep: Class 3 contains 223948 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 99389 members 
Mstep: Class 6 contains 136181 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 93072 members 
Mstep: Class 9 contains 197902 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11169 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 45512 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41306 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546608.000000 Penalty: 65514.511719
Iteration 71Q: 20 clusters Score -1.385466e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 150115 members 
Mstep: Class 3 contains 223874 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 99262 members 
Mstep: Class 6 contains 137232 members 
Mstep: Class 7 contains 3706 members 
Mstep: Class 8 contains 93000 members 
Mstep: Class 9 contains 197632 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 45512 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41282 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546864.000000 Penalty: 65514.511719
Iteration 72Q: 20 clusters Score -1.385469e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 149572 members 
Mstep: Class 3 contains 223799 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 99121 members 
Mstep: Class 6 contains 138225 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 92957 members 
Mstep: Class 9 contains 197476 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11188 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 45493 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41259 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547248.000000 Penalty: 65514.511719
Iteration 73Q: 20 clusters Score -1.385472e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 149042 members 
Mstep: Class 3 contains 223754 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 98984 members 
Mstep: Class 6 contains 139193 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 92918 members 
Mstep: Class 9 contains 197288 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 45480 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41243 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547184.000000 Penalty: 65514.511719
Iteration 74Q: 20 clusters Score -1.385472e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 148586 members 
Mstep: Class 3 contains 223727 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 98851 members 
Mstep: Class 6 contains 140076 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 92892 members 
Mstep: Class 9 contains 197090 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11187 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 45469 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41228 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 63013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547424.000000 Penalty: 65514.511719
Iteration 75Q: 20 clusters Score -1.385474e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 148180 members 
Mstep: Class 3 contains 223643 members 
Mstep: Class 4 contains 2255 members 
Mstep: Class 5 contains 98721 members 
Mstep: Class 6 contains 140904 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 92866 members 
Mstep: Class 9 contains 196943 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11192 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 45471 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41205 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547712.000000 Penalty: 65514.511719
Iteration 76Q: 20 clusters Score -1.385477e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 147781 members 
Mstep: Class 3 contains 223577 members 
Mstep: Class 4 contains 2255 members 
Mstep: Class 5 contains 98615 members 
Mstep: Class 6 contains 141701 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 92851 members 
Mstep: Class 9 contains 196771 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 45454 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41187 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547472.000000 Penalty: 65514.511719
Iteration 77Q: 20 clusters Score -1.385475e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 147404 members 
Mstep: Class 3 contains 223535 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 98516 members 
Mstep: Class 6 contains 142468 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 8 contains 92821 members 
Mstep: Class 9 contains 196573 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 45440 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41177 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138547440.000000 Penalty: 65514.511719
Iteration 78Q: 20 clusters Score -1.385474e+08 nChanged 1667
Entering ConstructFrom: 
Score: -138547440.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (11600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Entering Unmasked Estep 
Score: -1434466.875000 Penalty: 2320.972656
	Iteration 0F: 2 clusters Score -1434467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1425742.875000 Penalty: 4641.945312
	Iteration 0F: 3 clusters Score -1425743 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1428429.500000 Penalty: 4641.945312
	Iteration 1F: 3 clusters Score -1428430 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1428920.625000 Penalty: 4641.945312
	Iteration 2F: 3 clusters Score -1428921 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1429553.875000 Penalty: 4641.945312
	Iteration 3F: 3 clusters Score -1429554 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1430428.000000 Penalty: 4641.945312
	Iteration 4F: 3 clusters Score -1430428 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1431430.000000 Penalty: 4641.945312
	Iteration 5F: 3 clusters Score -1431430 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1432317.875000 Penalty: 4641.945312
	Iteration 6F: 3 clusters Score -1432318 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1432803.625000 Penalty: 4641.945312
	Iteration 7F: 3 clusters Score -1432804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1433020.500000 Penalty: 4641.945312
	Iteration 8Q: 3 clusters Score -1433020 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1433121.875000 Penalty: 4641.945312
	Iteration 9Q: 3 clusters Score -1433122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1433155.625000 Penalty: 4641.945312
	Iteration 10Q: 3 clusters Score -1433156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1433169.375000 Penalty: 4641.945312
	Iteration 11Q: 3 clusters Score -1433169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1433179.625000 Penalty: 4641.945312
	Iteration 12Q: 3 clusters Score -1433180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1433185.375000 Penalty: 4641.945312
	Iteration 13Q: 3 clusters Score -1433185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1433189.500000 Penalty: 4641.945312
	Iteration 14Q: 3 clusters Score -1433190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1433193.125000 Penalty: 4641.945312
	Iteration 15Q: 3 clusters Score -1433193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1433194.625000 Penalty: 4641.945312
	Iteration 16Q: 3 clusters Score -1433195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1433194.000000 Penalty: 4641.945312
	Iteration 17Q: 3 clusters Score -1433194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1433197.125000 Penalty: 4641.945312
	Iteration 18Q: 3 clusters Score -1433197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1433196.625000 Penalty: 4641.945312
	Iteration 19Q: 3 clusters Score -1433197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1433196.500000 Penalty: 4641.945312
	Iteration 20F: 3 clusters Score -1433196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1433199.625000 Penalty: 4641.945312
	Iteration 21Q: 3 clusters Score -1433200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1433199.625000 Penalty: 4641.945312
	Iteration 22F: 3 clusters Score -1433200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (147061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Entering Unmasked Estep 
Score: -19079884.000000 Penalty: 2950.853516
	Iteration 0F: 2 clusters Score -1.907988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -18982342.000000 Penalty: 5901.707031
	Iteration 0F: 3 clusters Score -1.898234e+07 nChanged 70358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -19023358.000000 Penalty: 5901.707031
	Iteration 1F: 3 clusters Score -1.902336e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -19024432.000000 Penalty: 5901.707031
	Iteration 2Q: 3 clusters Score -1.902443e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -19025508.000000 Penalty: 5901.707031
	Iteration 3Q: 3 clusters Score -1.902551e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -19026826.000000 Penalty: 5901.707031
	Iteration 4Q: 3 clusters Score -1.902683e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -19028806.000000 Penalty: 5901.707031
	Iteration 5Q: 3 clusters Score -1.902881e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -19031384.000000 Penalty: 5901.707031
	Iteration 6Q: 3 clusters Score -1.903138e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -19034848.000000 Penalty: 5901.707031
	Iteration 7Q: 3 clusters Score -1.903485e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -19039314.000000 Penalty: 5901.707031
	Iteration 8F: 3 clusters Score -1.903931e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -19044850.000000 Penalty: 5901.707031
	Iteration 9F: 3 clusters Score -1.904485e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -19050980.000000 Penalty: 5901.707031
	Iteration 10F: 3 clusters Score -1.905098e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -19056804.000000 Penalty: 5901.707031
	Iteration 11F: 3 clusters Score -1.90568e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -19061120.000000 Penalty: 5901.707031
	Iteration 12Q: 3 clusters Score -1.906112e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -19063824.000000 Penalty: 5901.707031
	Iteration 13Q: 3 clusters Score -1.906382e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125620 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -19065826.000000 Penalty: 5901.707031
	Iteration 14Q: 3 clusters Score -1.906583e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -19067422.000000 Penalty: 5901.707031
	Iteration 15Q: 3 clusters Score -1.906742e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -19068920.000000 Penalty: 5901.707031
	Iteration 16Q: 3 clusters Score -1.906892e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -19070256.000000 Penalty: 5901.707031
	Iteration 17Q: 3 clusters Score -1.907026e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137070 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -19071736.000000 Penalty: 5901.707031
	Iteration 18Q: 3 clusters Score -1.907174e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -19073032.000000 Penalty: 5901.707031
	Iteration 19Q: 3 clusters Score -1.907303e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -19074194.000000 Penalty: 5901.707031
	Iteration 20F: 3 clusters Score -1.907419e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -19075086.000000 Penalty: 5901.707031
	Iteration 21Q: 3 clusters Score -1.907509e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143895 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19075726.000000 Penalty: 5901.707031
	Iteration 22Q: 3 clusters Score -1.907573e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19076226.000000 Penalty: 5901.707031
	Iteration 23Q: 3 clusters Score -1.907623e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -19076592.000000 Penalty: 5901.707031
	Iteration 24Q: 3 clusters Score -1.907659e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19076798.000000 Penalty: 5901.707031
	Iteration 25Q: 3 clusters Score -1.90768e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19076854.000000 Penalty: 5901.707031
	Iteration 26Q: 3 clusters Score -1.907685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19076968.000000 Penalty: 5901.707031
	Iteration 27Q: 3 clusters Score -1.907697e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19077060.000000 Penalty: 5901.707031
	Iteration 28Q: 3 clusters Score -1.907706e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146181 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19077126.000000 Penalty: 5901.707031
	Iteration 29Q: 3 clusters Score -1.907713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19077168.000000 Penalty: 5901.707031
	Iteration 30Q: 3 clusters Score -1.907717e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146299 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19077202.000000 Penalty: 5901.707031
	Iteration 31Q: 3 clusters Score -1.90772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19077216.000000 Penalty: 5901.707031
	Iteration 32Q: 3 clusters Score -1.907722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146364 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19077240.000000 Penalty: 5901.707031
	Iteration 33Q: 3 clusters Score -1.907724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -19077254.000000 Penalty: 5901.707031
	Iteration 34Q: 3 clusters Score -1.907725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19077270.000000 Penalty: 5901.707031
	Iteration 35Q: 3 clusters Score -1.907727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19077296.000000 Penalty: 5901.707031
	Iteration 36Q: 3 clusters Score -1.90773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19077308.000000 Penalty: 5901.707031
	Iteration 37Q: 3 clusters Score -1.907731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19077312.000000 Penalty: 5901.707031
	Iteration 38Q: 3 clusters Score -1.907731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19077306.000000 Penalty: 5901.707031
	Iteration 39Q: 3 clusters Score -1.907731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19077310.000000 Penalty: 5901.707031
	Iteration 40F: 3 clusters Score -1.907731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -19077312.000000 Penalty: 5901.707031
	Iteration 41Q: 3 clusters Score -1.907731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19077314.000000 Penalty: 5901.707031
	Iteration 42Q: 3 clusters Score -1.907731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146435 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19077322.000000 Penalty: 5901.707031
	Iteration 43Q: 3 clusters Score -1.907732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19077320.000000 Penalty: 5901.707031
	Iteration 44Q: 3 clusters Score -1.907732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19077326.000000 Penalty: 5901.707031
	Iteration 45Q: 3 clusters Score -1.907733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19077326.000000 Penalty: 5901.707031
	Iteration 46F: 3 clusters Score -1.907733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (223450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223450 members 
Entering Unmasked Estep 
Score: -28774554.000000 Penalty: 3054.601807
	Iteration 0F: 2 clusters Score -2.877455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -28632956.000000 Penalty: 6109.203613
	Iteration 0F: 3 clusters Score -2.863296e+07 nChanged 107992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -28697838.000000 Penalty: 6109.203613
	Iteration 1F: 3 clusters Score -2.869784e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -28700514.000000 Penalty: 6109.203613
	Iteration 2Q: 3 clusters Score -2.870051e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 138681 members 
Entering Unmasked Estep 
Score: -28705386.000000 Penalty: 6109.203613
	Iteration 3F: 3 clusters Score -2.870539e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -28715004.000000 Penalty: 6109.203613
	Iteration 4F: 3 clusters Score -2.8715e+07 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -28729994.000000 Penalty: 6109.203613
	Iteration 5F: 3 clusters Score -2.872999e+07 nChanged 20897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 193707 members 
Entering Unmasked Estep 
Score: -28748250.000000 Penalty: 6109.203613
	Iteration 6F: 3 clusters Score -2.874825e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 209809 members 
Entering Unmasked Estep 
Score: -28761852.000000 Penalty: 6109.203613
	Iteration 7F: 3 clusters Score -2.876185e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 218260 members 
Entering Unmasked Estep 
Score: -28768058.000000 Penalty: 6109.203613
	Iteration 8Q: 3 clusters Score -2.876806e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 221369 members 
Entering Unmasked Estep 
Score: -28770302.000000 Penalty: 6109.203613
	Iteration 9Q: 3 clusters Score -2.87703e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 222396 members 
Entering Unmasked Estep 
Score: -28771230.000000 Penalty: 6109.203613
	Iteration 10Q: 3 clusters Score -2.877123e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 222638 members 
Entering Unmasked Estep 
Score: -28771572.000000 Penalty: 6109.203613
	Iteration 11Q: 3 clusters Score -2.877157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 222700 members 
Entering Unmasked Estep 
Score: -28771806.000000 Penalty: 6109.203613
	Iteration 12Q: 3 clusters Score -2.877181e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 222701 members 
Entering Unmasked Estep 
Score: -28771904.000000 Penalty: 6109.203613
	Iteration 13Q: 3 clusters Score -2.87719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 222693 members 
Entering Unmasked Estep 
Score: -28771986.000000 Penalty: 6109.203613
	Iteration 14Q: 3 clusters Score -2.877199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 222676 members 
Entering Unmasked Estep 
Score: -28772040.000000 Penalty: 6109.203613
	Iteration 15Q: 3 clusters Score -2.877204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 222658 members 
Entering Unmasked Estep 
Score: -28772122.000000 Penalty: 6109.203613
	Iteration 16Q: 3 clusters Score -2.877212e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 222648 members 
Entering Unmasked Estep 
Score: -28772120.000000 Penalty: 6109.203613
	Iteration 17Q: 3 clusters Score -2.877212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 222640 members 
Entering Unmasked Estep 
Score: -28772152.000000 Penalty: 6109.203613
	Iteration 18Q: 3 clusters Score -2.877215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 222628 members 
Entering Unmasked Estep 
Score: -28772184.000000 Penalty: 6109.203613
	Iteration 19Q: 3 clusters Score -2.877218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 222623 members 
Entering Unmasked Estep 
Score: -28772190.000000 Penalty: 6109.203613
	Iteration 20F: 3 clusters Score -2.877219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 222617 members 
Entering Unmasked Estep 
Score: -28772216.000000 Penalty: 6109.203613
	Iteration 21Q: 3 clusters Score -2.877222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222614 members 
Entering Unmasked Estep 
Score: -28772222.000000 Penalty: 6109.203613
	Iteration 22Q: 3 clusters Score -2.877222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 222612 members 
Entering Unmasked Estep 
Score: -28772212.000000 Penalty: 6109.203613
	Iteration 23Q: 3 clusters Score -2.877221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 222616 members 
Entering Unmasked Estep 
Score: -28772226.000000 Penalty: 6109.203613
	Iteration 24Q: 3 clusters Score -2.877223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222614 members 
Entering Unmasked Estep 
Score: -28772224.000000 Penalty: 6109.203613
	Iteration 25Q: 3 clusters Score -2.877222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 222611 members 
Entering Unmasked Estep 
Score: -28772220.000000 Penalty: 6109.203613
	Iteration 26Q: 3 clusters Score -2.877222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 222606 members 
Entering Unmasked Estep 
Score: -28772226.000000 Penalty: 6109.203613
	Iteration 27Q: 3 clusters Score -2.877223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 222601 members 
Entering Unmasked Estep 
Score: -28772232.000000 Penalty: 6109.203613
	Iteration 28Q: 3 clusters Score -2.877223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 222597 members 
Entering Unmasked Estep 
Score: -28772222.000000 Penalty: 6109.203613
	Iteration 29Q: 3 clusters Score -2.877222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 222591 members 
Entering Unmasked Estep 
Score: -28772240.000000 Penalty: 6109.203613
	Iteration 30Q: 3 clusters Score -2.877224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 222587 members 
Entering Unmasked Estep 
Score: -28772242.000000 Penalty: 6109.203613
	Iteration 31Q: 3 clusters Score -2.877224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 222587 members 
Entering Unmasked Estep 
Score: -28772244.000000 Penalty: 6109.203613
	Iteration 32Q: 3 clusters Score -2.877224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 222588 members 
Entering Unmasked Estep 
Score: -28772256.000000 Penalty: 6109.203613
	Iteration 33Q: 3 clusters Score -2.877226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 222588 members 
Entering Unmasked Estep 
Score: -28772244.000000 Penalty: 6109.203613
	Iteration 34Q: 3 clusters Score -2.877224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 222587 members 
Entering Unmasked Estep 
Score: -28772240.000000 Penalty: 6109.203613
	Iteration 35Q: 3 clusters Score -2.877224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 222586 members 
Entering Unmasked Estep 
Score: -28772252.000000 Penalty: 6109.203613
	Iteration 36Q: 3 clusters Score -2.877225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 222585 members 
Entering Unmasked Estep 
Score: -28772248.000000 Penalty: 6109.203613
	Iteration 37Q: 3 clusters Score -2.877225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 222584 members 
Entering Unmasked Estep 
Score: -28772282.000000 Penalty: 6109.203613
	Iteration 38Q: 3 clusters Score -2.877228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 222585 members 
Entering Unmasked Estep 
Score: -28772256.000000 Penalty: 6109.203613
	Iteration 39Q: 3 clusters Score -2.877226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 222583 members 
Entering Unmasked Estep 
Score: -28772248.000000 Penalty: 6109.203613
	Iteration 40F: 3 clusters Score -2.877225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 222582 members 
Entering Unmasked Estep 
Score: -28772252.000000 Penalty: 6109.203613
	Iteration 41Q: 3 clusters Score -2.877225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 222582 members 
Entering Unmasked Estep 
Score: -28772242.000000 Penalty: 6109.203613
	Iteration 42Q: 3 clusters Score -2.877224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 222581 members 
Entering Unmasked Estep 
Score: -28772236.000000 Penalty: 6109.203613
	Iteration 43Q: 3 clusters Score -2.877224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 222581 members 
Entering Unmasked Estep 
Score: -28772236.000000 Penalty: 6109.203613
	Iteration 44F: 3 clusters Score -2.877224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -291136.781250 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -291136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288356.750000 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -288356.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -288941.500000 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -288941.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289071.781250 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -289071.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -289152.031250 Penalty: 3829.128906
	Iteration 3Q: 3 clusters Score -289152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289222.906250 Penalty: 3829.128906
	Iteration 4Q: 3 clusters Score -289222.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289276.625000 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -289276.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289347.437500 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -289347.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289438.562500 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -289438.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -289563.406250 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -289563.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -289668.531250 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -289668.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -289759.843750 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -289759.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -289824.593750 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -289824.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -289886.093750 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -289886.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -289942.875000 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -289942.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -289983.843750 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -289983.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -290002.468750 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -290002.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290020.781250 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -290020.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -290040.812500 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -290040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -290056.250000 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -290056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -290077.687500 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -290077.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290090.812500 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -290090.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -290104.218750 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -290104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -290118.906250 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -290118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290127.562500 Penalty: 3829.128906
	Iteration 23Q: 3 clusters Score -290127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -290135.625000 Penalty: 3829.128906
	Iteration 24Q: 3 clusters Score -290135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -290140.781250 Penalty: 3829.128906
	Iteration 25Q: 3 clusters Score -290140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290152.718750 Penalty: 3829.128906
	Iteration 26Q: 3 clusters Score -290152.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -290168.375000 Penalty: 3829.128906
	Iteration 27Q: 3 clusters Score -290168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290180.468750 Penalty: 3829.128906
	Iteration 28Q: 3 clusters Score -290180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290186.687500 Penalty: 3829.128906
	Iteration 29Q: 3 clusters Score -290186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290190.562500 Penalty: 3829.128906
	Iteration 30Q: 3 clusters Score -290190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -290192.218750 Penalty: 3829.128906
	Iteration 31Q: 3 clusters Score -290192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290193.843750 Penalty: 3829.128906
	Iteration 32Q: 3 clusters Score -290193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290193.843750 Penalty: 3829.128906
	Iteration 33F: 3 clusters Score -290193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Entering Unmasked Estep 
Score: -12717994.000000 Penalty: 2851.245850
	Iteration 0F: 2 clusters Score -1.271799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -12652628.000000 Penalty: 5702.491699
	Iteration 0F: 3 clusters Score -1.265263e+07 nChanged 46342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -12678747.000000 Penalty: 5702.491699
	Iteration 1F: 3 clusters Score -1.267875e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -12679530.000000 Penalty: 5702.491699
	Iteration 2Q: 3 clusters Score -1.267953e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -12680385.000000 Penalty: 5702.491699
	Iteration 3Q: 3 clusters Score -1.268038e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -12681362.000000 Penalty: 5702.491699
	Iteration 4Q: 3 clusters Score -1.268136e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -12682577.000000 Penalty: 5702.491699
	Iteration 5Q: 3 clusters Score -1.268258e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -12684114.000000 Penalty: 5702.491699
	Iteration 6Q: 3 clusters Score -1.268411e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -12686224.000000 Penalty: 5702.491699
	Iteration 7Q: 3 clusters Score -1.268622e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -12688950.000000 Penalty: 5702.491699
	Iteration 8F: 3 clusters Score -1.268895e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -12692671.000000 Penalty: 5702.491699
	Iteration 9F: 3 clusters Score -1.269267e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -12696932.000000 Penalty: 5702.491699
	Iteration 10F: 3 clusters Score -1.269693e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -12700310.000000 Penalty: 5702.491699
	Iteration 11F: 3 clusters Score -1.270031e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -12701928.000000 Penalty: 5702.491699
	Iteration 12Q: 3 clusters Score -1.270193e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -12702829.000000 Penalty: 5702.491699
	Iteration 13Q: 3 clusters Score -1.270283e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -12703350.000000 Penalty: 5702.491699
	Iteration 14Q: 3 clusters Score -1.270335e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -12703795.000000 Penalty: 5702.491699
	Iteration 15Q: 3 clusters Score -1.27038e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -12704203.000000 Penalty: 5702.491699
	Iteration 16Q: 3 clusters Score -1.27042e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -12704753.000000 Penalty: 5702.491699
	Iteration 17Q: 3 clusters Score -1.270475e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -12705223.000000 Penalty: 5702.491699
	Iteration 18Q: 3 clusters Score -1.270522e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -12705690.000000 Penalty: 5702.491699
	Iteration 19Q: 3 clusters Score -1.270569e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -12706043.000000 Penalty: 5702.491699
	Iteration 20F: 3 clusters Score -1.270604e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -12706345.000000 Penalty: 5702.491699
	Iteration 21Q: 3 clusters Score -1.270634e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -12706521.000000 Penalty: 5702.491699
	Iteration 22Q: 3 clusters Score -1.270652e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -12706671.000000 Penalty: 5702.491699
	Iteration 23Q: 3 clusters Score -1.270667e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -12706769.000000 Penalty: 5702.491699
	Iteration 24Q: 3 clusters Score -1.270677e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -12706848.000000 Penalty: 5702.491699
	Iteration 25Q: 3 clusters Score -1.270685e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 5702.491699
	Iteration 26Q: 3 clusters Score -1.270689e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -12706970.000000 Penalty: 5702.491699
	Iteration 27Q: 3 clusters Score -1.270697e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -12707016.000000 Penalty: 5702.491699
	Iteration 28Q: 3 clusters Score -1.270702e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -12707096.000000 Penalty: 5702.491699
	Iteration 29Q: 3 clusters Score -1.27071e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -12707129.000000 Penalty: 5702.491699
	Iteration 30Q: 3 clusters Score -1.270713e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -12707143.000000 Penalty: 5702.491699
	Iteration 31Q: 3 clusters Score -1.270714e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -12707202.000000 Penalty: 5702.491699
	Iteration 32Q: 3 clusters Score -1.27072e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -12707265.000000 Penalty: 5702.491699
	Iteration 33Q: 3 clusters Score -1.270726e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -12707301.000000 Penalty: 5702.491699
	Iteration 34Q: 3 clusters Score -1.27073e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -12707381.000000 Penalty: 5702.491699
	Iteration 35Q: 3 clusters Score -1.270738e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -12707455.000000 Penalty: 5702.491699
	Iteration 36Q: 3 clusters Score -1.270746e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -12707551.000000 Penalty: 5702.491699
	Iteration 37Q: 3 clusters Score -1.270755e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -12707625.000000 Penalty: 5702.491699
	Iteration 38Q: 3 clusters Score -1.270762e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -12707726.000000 Penalty: 5702.491699
	Iteration 39Q: 3 clusters Score -1.270773e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -12707872.000000 Penalty: 5702.491699
	Iteration 40F: 3 clusters Score -1.270787e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -12707929.000000 Penalty: 5702.491699
	Iteration 41Q: 3 clusters Score -1.270793e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -12707993.000000 Penalty: 5702.491699
	Iteration 42Q: 3 clusters Score -1.270799e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -12708111.000000 Penalty: 5702.491699
	Iteration 43Q: 3 clusters Score -1.270811e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -12708299.000000 Penalty: 5702.491699
	Iteration 44Q: 3 clusters Score -1.27083e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -12708486.000000 Penalty: 5702.491699
	Iteration 45Q: 3 clusters Score -1.270849e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -12708687.000000 Penalty: 5702.491699
	Iteration 46Q: 3 clusters Score -1.270869e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -12708926.000000 Penalty: 5702.491699
	Iteration 47Q: 3 clusters Score -1.270893e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -12709213.000000 Penalty: 5702.491699
	Iteration 48Q: 3 clusters Score -1.270921e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -12709473.000000 Penalty: 5702.491699
	Iteration 49Q: 3 clusters Score -1.270947e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -12709743.000000 Penalty: 5702.491699
	Iteration 50Q: 3 clusters Score -1.270974e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -12710139.000000 Penalty: 5702.491699
	Iteration 51Q: 3 clusters Score -1.271014e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -12710501.000000 Penalty: 5702.491699
	Iteration 52Q: 3 clusters Score -1.27105e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -12710922.000000 Penalty: 5702.491699
	Iteration 53Q: 3 clusters Score -1.271092e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -12711333.000000 Penalty: 5702.491699
	Iteration 54Q: 3 clusters Score -1.271133e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -12711721.000000 Penalty: 5702.491699
	Iteration 55Q: 3 clusters Score -1.271172e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -12712035.000000 Penalty: 5702.491699
	Iteration 56Q: 3 clusters Score -1.271204e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -12712367.000000 Penalty: 5702.491699
	Iteration 57Q: 3 clusters Score -1.271237e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -12712711.000000 Penalty: 5702.491699
	Iteration 58Q: 3 clusters Score -1.271271e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -12713036.000000 Penalty: 5702.491699
	Iteration 59Q: 3 clusters Score -1.271304e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -12713483.000000 Penalty: 5702.491699
	Iteration 60F: 3 clusters Score -1.271348e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -12713860.000000 Penalty: 5702.491699
	Iteration 61Q: 3 clusters Score -1.271386e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -12714227.000000 Penalty: 5702.491699
	Iteration 62Q: 3 clusters Score -1.271423e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -12714500.000000 Penalty: 5702.491699
	Iteration 63Q: 3 clusters Score -1.27145e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -12714730.000000 Penalty: 5702.491699
	Iteration 64Q: 3 clusters Score -1.271473e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -12714936.000000 Penalty: 5702.491699
	Iteration 65Q: 3 clusters Score -1.271494e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -12715069.000000 Penalty: 5702.491699
	Iteration 66Q: 3 clusters Score -1.271507e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12715247.000000 Penalty: 5702.491699
	Iteration 67Q: 3 clusters Score -1.271525e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -12715389.000000 Penalty: 5702.491699
	Iteration 68Q: 3 clusters Score -1.271539e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -12715529.000000 Penalty: 5702.491699
	Iteration 69Q: 3 clusters Score -1.271553e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -12715594.000000 Penalty: 5702.491699
	Iteration 70Q: 3 clusters Score -1.271559e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -12715647.000000 Penalty: 5702.491699
	Iteration 71Q: 3 clusters Score -1.271565e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -12715712.000000 Penalty: 5702.491699
	Iteration 72Q: 3 clusters Score -1.271571e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -12715757.000000 Penalty: 5702.491699
	Iteration 73Q: 3 clusters Score -1.271576e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 96650 members 
Entering Unmasked Estep 
Score: -12715827.000000 Penalty: 5702.491699
	Iteration 74Q: 3 clusters Score -1.271583e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -12715825.000000 Penalty: 5702.491699
	Iteration 75Q: 3 clusters Score -1.271582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -12715822.000000 Penalty: 5702.491699
	Iteration 76Q: 3 clusters Score -1.271582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -12715824.000000 Penalty: 5702.491699
	Iteration 77Q: 3 clusters Score -1.271582e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -12715819.000000 Penalty: 5702.491699
	Iteration 78Q: 3 clusters Score -1.271582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -12715842.000000 Penalty: 5702.491699
	Iteration 79Q: 3 clusters Score -1.271584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -12715833.000000 Penalty: 5702.491699
	Iteration 80F: 3 clusters Score -1.271583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -12715837.000000 Penalty: 5702.491699
	Iteration 81Q: 3 clusters Score -1.271584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -12715844.000000 Penalty: 5702.491699
	Iteration 82Q: 3 clusters Score -1.271584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -12715851.000000 Penalty: 5702.491699
	Iteration 83Q: 3 clusters Score -1.271585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -12715853.000000 Penalty: 5702.491699
	Iteration 84Q: 3 clusters Score -1.271585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -12715860.000000 Penalty: 5702.491699
	Iteration 85Q: 3 clusters Score -1.271586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -12715866.000000 Penalty: 5702.491699
	Iteration 86Q: 3 clusters Score -1.271587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -12715860.000000 Penalty: 5702.491699
	Iteration 87Q: 3 clusters Score -1.271586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -12715863.000000 Penalty: 5702.491699
	Iteration 88Q: 3 clusters Score -1.271586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -12715866.000000 Penalty: 5702.491699
	Iteration 89Q: 3 clusters Score -1.271587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -12715865.000000 Penalty: 5702.491699
	Iteration 90Q: 3 clusters Score -1.271586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -12715859.000000 Penalty: 5702.491699
	Iteration 91Q: 3 clusters Score -1.271586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -12715858.000000 Penalty: 5702.491699
	Iteration 92Q: 3 clusters Score -1.271586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -12715862.000000 Penalty: 5702.491699
	Iteration 93Q: 3 clusters Score -1.271586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12715869.000000 Penalty: 5702.491699
	Iteration 94Q: 3 clusters Score -1.271587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -12715869.000000 Penalty: 5702.491699
	Iteration 95Q: 3 clusters Score -1.271587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -12715864.000000 Penalty: 5702.491699
	Iteration 96Q: 3 clusters Score -1.271586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -12715874.000000 Penalty: 5702.491699
	Iteration 97Q: 3 clusters Score -1.271587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12715872.000000 Penalty: 5702.491699
	Iteration 98Q: 3 clusters Score -1.271587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -12715882.000000 Penalty: 5702.491699
	Iteration 99Q: 3 clusters Score -1.271588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -12715888.000000 Penalty: 5702.491699
	Iteration 100F: 3 clusters Score -1.271589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -12715892.000000 Penalty: 5702.491699
	Iteration 101Q: 3 clusters Score -1.271589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -12715881.000000 Penalty: 5702.491699
	Iteration 102Q: 3 clusters Score -1.271588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -12715874.000000 Penalty: 5702.491699
	Iteration 103Q: 3 clusters Score -1.271587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -12715879.000000 Penalty: 5702.491699
	Iteration 104Q: 3 clusters Score -1.271588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -12715878.000000 Penalty: 5702.491699
	Iteration 105Q: 3 clusters Score -1.271588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -12715870.000000 Penalty: 5702.491699
	Iteration 106Q: 3 clusters Score -1.271587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -12715875.000000 Penalty: 5702.491699
	Iteration 107Q: 3 clusters Score -1.271588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -12715875.000000 Penalty: 5702.491699
	Iteration 108F: 3 clusters Score -1.271588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (143187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Entering Unmasked Estep 
Score: -18596546.000000 Penalty: 2944.232666
	Iteration 0F: 2 clusters Score -1.859655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -18501434.000000 Penalty: 5888.465332
	Iteration 0F: 3 clusters Score -1.850143e+07 nChanged 68478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -18541040.000000 Penalty: 5888.465332
	Iteration 1F: 3 clusters Score -1.854104e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -18542500.000000 Penalty: 5888.465332
	Iteration 2Q: 3 clusters Score -1.85425e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -18544590.000000 Penalty: 5888.465332
	Iteration 3Q: 3 clusters Score -1.854459e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -18548116.000000 Penalty: 5888.465332
	Iteration 4F: 3 clusters Score -1.854812e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -18553454.000000 Penalty: 5888.465332
	Iteration 5F: 3 clusters Score -1.855345e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -18561146.000000 Penalty: 5888.465332
	Iteration 6F: 3 clusters Score -1.856115e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -18570732.000000 Penalty: 5888.465332
	Iteration 7F: 3 clusters Score -1.857073e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -18579396.000000 Penalty: 5888.465332
	Iteration 8F: 3 clusters Score -1.85794e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -18584568.000000 Penalty: 5888.465332
	Iteration 9Q: 3 clusters Score -1.858457e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -18586940.000000 Penalty: 5888.465332
	Iteration 10Q: 3 clusters Score -1.858694e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -18588046.000000 Penalty: 5888.465332
	Iteration 11Q: 3 clusters Score -1.858805e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -18588900.000000 Penalty: 5888.465332
	Iteration 12Q: 3 clusters Score -1.85889e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -18589544.000000 Penalty: 5888.465332
	Iteration 13Q: 3 clusters Score -1.858954e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 127950 members 
Entering Unmasked Estep 
Score: -18590120.000000 Penalty: 5888.465332
	Iteration 14Q: 3 clusters Score -1.859012e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -18590660.000000 Penalty: 5888.465332
	Iteration 15Q: 3 clusters Score -1.859066e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -18591078.000000 Penalty: 5888.465332
	Iteration 16Q: 3 clusters Score -1.859108e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -18591404.000000 Penalty: 5888.465332
	Iteration 17Q: 3 clusters Score -1.85914e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 132719 members 
Entering Unmasked Estep 
Score: -18591740.000000 Penalty: 5888.465332
	Iteration 18Q: 3 clusters Score -1.859174e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 133660 members 
Entering Unmasked Estep 
Score: -18591958.000000 Penalty: 5888.465332
	Iteration 19Q: 3 clusters Score -1.859196e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -18592262.000000 Penalty: 5888.465332
	Iteration 20F: 3 clusters Score -1.859226e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 135321 members 
Entering Unmasked Estep 
Score: -18592588.000000 Penalty: 5888.465332
	Iteration 21Q: 3 clusters Score -1.859259e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -18592848.000000 Penalty: 5888.465332
	Iteration 22Q: 3 clusters Score -1.859285e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -18593002.000000 Penalty: 5888.465332
	Iteration 23Q: 3 clusters Score -1.8593e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -18593224.000000 Penalty: 5888.465332
	Iteration 24Q: 3 clusters Score -1.859322e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -18593384.000000 Penalty: 5888.465332
	Iteration 25Q: 3 clusters Score -1.859338e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 138076 members 
Entering Unmasked Estep 
Score: -18593448.000000 Penalty: 5888.465332
	Iteration 26Q: 3 clusters Score -1.859345e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -18593582.000000 Penalty: 5888.465332
	Iteration 27Q: 3 clusters Score -1.859358e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 138745 members 
Entering Unmasked Estep 
Score: -18593716.000000 Penalty: 5888.465332
	Iteration 28Q: 3 clusters Score -1.859372e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 139030 members 
Entering Unmasked Estep 
Score: -18593866.000000 Penalty: 5888.465332
	Iteration 29Q: 3 clusters Score -1.859387e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -18593904.000000 Penalty: 5888.465332
	Iteration 30Q: 3 clusters Score -1.85939e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 139492 members 
Entering Unmasked Estep 
Score: -18593938.000000 Penalty: 5888.465332
	Iteration 31Q: 3 clusters Score -1.859394e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 139683 members 
Entering Unmasked Estep 
Score: -18593996.000000 Penalty: 5888.465332
	Iteration 32Q: 3 clusters Score -1.8594e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -18594024.000000 Penalty: 5888.465332
	Iteration 33Q: 3 clusters Score -1.859402e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -18594086.000000 Penalty: 5888.465332
	Iteration 34Q: 3 clusters Score -1.859409e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -18594130.000000 Penalty: 5888.465332
	Iteration 35Q: 3 clusters Score -1.859413e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -18594124.000000 Penalty: 5888.465332
	Iteration 36Q: 3 clusters Score -1.859412e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 140326 members 
Entering Unmasked Estep 
Score: -18594164.000000 Penalty: 5888.465332
	Iteration 37Q: 3 clusters Score -1.859416e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -18594168.000000 Penalty: 5888.465332
	Iteration 38Q: 3 clusters Score -1.859417e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 140488 members 
Entering Unmasked Estep 
Score: -18594212.000000 Penalty: 5888.465332
	Iteration 39Q: 3 clusters Score -1.859421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -18594196.000000 Penalty: 5888.465332
	Iteration 40F: 3 clusters Score -1.85942e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -18594214.000000 Penalty: 5888.465332
	Iteration 41Q: 3 clusters Score -1.859421e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -18594248.000000 Penalty: 5888.465332
	Iteration 42Q: 3 clusters Score -1.859425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -18594218.000000 Penalty: 5888.465332
	Iteration 43Q: 3 clusters Score -1.859422e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -18594250.000000 Penalty: 5888.465332
	Iteration 44Q: 3 clusters Score -1.859425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 140808 members 
Entering Unmasked Estep 
Score: -18594270.000000 Penalty: 5888.465332
	Iteration 45Q: 3 clusters Score -1.859427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 140859 members 
Entering Unmasked Estep 
Score: -18594292.000000 Penalty: 5888.465332
	Iteration 46Q: 3 clusters Score -1.859429e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -18594288.000000 Penalty: 5888.465332
	Iteration 47Q: 3 clusters Score -1.859429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 140945 members 
Entering Unmasked Estep 
Score: -18594326.000000 Penalty: 5888.465332
	Iteration 48Q: 3 clusters Score -1.859433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -18594322.000000 Penalty: 5888.465332
	Iteration 49Q: 3 clusters Score -1.859432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -18594334.000000 Penalty: 5888.465332
	Iteration 50Q: 3 clusters Score -1.859433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -18594334.000000 Penalty: 5888.465332
	Iteration 51Q: 3 clusters Score -1.859433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 141038 members 
Entering Unmasked Estep 
Score: -18594330.000000 Penalty: 5888.465332
	Iteration 52Q: 3 clusters Score -1.859433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -18594352.000000 Penalty: 5888.465332
	Iteration 53Q: 3 clusters Score -1.859435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -18594344.000000 Penalty: 5888.465332
	Iteration 54Q: 3 clusters Score -1.859434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -18594344.000000 Penalty: 5888.465332
	Iteration 55Q: 3 clusters Score -1.859434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 141096 members 
Entering Unmasked Estep 
Score: -18594346.000000 Penalty: 5888.465332
	Iteration 56Q: 3 clusters Score -1.859435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -18594356.000000 Penalty: 5888.465332
	Iteration 57Q: 3 clusters Score -1.859436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -18594362.000000 Penalty: 5888.465332
	Iteration 58Q: 3 clusters Score -1.859436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -18594378.000000 Penalty: 5888.465332
	Iteration 59Q: 3 clusters Score -1.859438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 141165 members 
Entering Unmasked Estep 
Score: -18594390.000000 Penalty: 5888.465332
	Iteration 60F: 3 clusters Score -1.859439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 141182 members 
Entering Unmasked Estep 
Score: -18594390.000000 Penalty: 5888.465332
	Iteration 61Q: 3 clusters Score -1.859439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -18594388.000000 Penalty: 5888.465332
	Iteration 62Q: 3 clusters Score -1.859439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 141211 members 
Entering Unmasked Estep 
Score: -18594390.000000 Penalty: 5888.465332
	Iteration 63Q: 3 clusters Score -1.859439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -18594394.000000 Penalty: 5888.465332
	Iteration 64Q: 3 clusters Score -1.859439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 141237 members 
Entering Unmasked Estep 
Score: -18594402.000000 Penalty: 5888.465332
	Iteration 65Q: 3 clusters Score -1.85944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -18594410.000000 Penalty: 5888.465332
	Iteration 66Q: 3 clusters Score -1.859441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -18594408.000000 Penalty: 5888.465332
	Iteration 67Q: 3 clusters Score -1.859441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 141265 members 
Entering Unmasked Estep 
Score: -18594420.000000 Penalty: 5888.465332
	Iteration 68Q: 3 clusters Score -1.859442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -18594436.000000 Penalty: 5888.465332
	Iteration 69Q: 3 clusters Score -1.859444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 141284 members 
Entering Unmasked Estep 
Score: -18594426.000000 Penalty: 5888.465332
	Iteration 70Q: 3 clusters Score -1.859443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -18594430.000000 Penalty: 5888.465332
	Iteration 71Q: 3 clusters Score -1.859443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -18594428.000000 Penalty: 5888.465332
	Iteration 72Q: 3 clusters Score -1.859443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 141312 members 
Entering Unmasked Estep 
Score: -18594446.000000 Penalty: 5888.465332
	Iteration 73Q: 3 clusters Score -1.859445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -18594454.000000 Penalty: 5888.465332
	Iteration 74Q: 3 clusters Score -1.859445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -18594444.000000 Penalty: 5888.465332
	Iteration 75Q: 3 clusters Score -1.859444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -18594446.000000 Penalty: 5888.465332
	Iteration 76Q: 3 clusters Score -1.859445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 141345 members 
Entering Unmasked Estep 
Score: -18594430.000000 Penalty: 5888.465332
	Iteration 77Q: 3 clusters Score -1.859443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 141349 members 
Entering Unmasked Estep 
Score: -18594432.000000 Penalty: 5888.465332
	Iteration 78Q: 3 clusters Score -1.859443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -18594440.000000 Penalty: 5888.465332
	Iteration 79Q: 3 clusters Score -1.859444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -18594438.000000 Penalty: 5888.465332
	Iteration 80F: 3 clusters Score -1.859444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 141358 members 
Entering Unmasked Estep 
Score: -18594426.000000 Penalty: 5888.465332
	Iteration 81Q: 3 clusters Score -1.859443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -18594442.000000 Penalty: 5888.465332
	Iteration 82Q: 3 clusters Score -1.859444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -18594448.000000 Penalty: 5888.465332
	Iteration 83Q: 3 clusters Score -1.859445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -18594438.000000 Penalty: 5888.465332
	Iteration 84Q: 3 clusters Score -1.859444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -18594438.000000 Penalty: 5888.465332
	Iteration 85F: 3 clusters Score -1.859444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -463017.218750 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -463017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -459250.500000 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -459250.5 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -460041.250000 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -460041.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -460236.750000 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -460236.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -460373.156250 Penalty: 4081.837646
	Iteration 3F: 3 clusters Score -460373.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -460482.531250 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -460482.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -460558.312500 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -460558.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -460610.781250 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -460610.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -460656.750000 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -460656.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -460710.156250 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -460710.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -460753.062500 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -460753.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -460790.093750 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -460790.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -460823.468750 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -460823.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -460856.062500 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -460856.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -460880.125000 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -460880.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -460903.437500 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -460903.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -460921.500000 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -460921.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -460943.656250 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -460943.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -460958.656250 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -460958.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -460970.687500 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -460970.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -460982.156250 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -460982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -460994.500000 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -460994.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -461006.250000 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -461006.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -461018.625000 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -461018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -461024.593750 Penalty: 4081.837646
	Iteration 23Q: 3 clusters Score -461024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -461033.156250 Penalty: 4081.837646
	Iteration 24Q: 3 clusters Score -461033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -461039.125000 Penalty: 4081.837646
	Iteration 25Q: 3 clusters Score -461039.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -461045.625000 Penalty: 4081.837646
	Iteration 26Q: 3 clusters Score -461045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -461051.687500 Penalty: 4081.837646
	Iteration 27Q: 3 clusters Score -461051.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -461054.468750 Penalty: 4081.837646
	Iteration 28Q: 3 clusters Score -461054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -461058.625000 Penalty: 4081.837646
	Iteration 29Q: 3 clusters Score -461058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -461062.687500 Penalty: 4081.837646
	Iteration 30Q: 3 clusters Score -461062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -461065.875000 Penalty: 4081.837646
	Iteration 31Q: 3 clusters Score -461065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -461069.687500 Penalty: 4081.837646
	Iteration 32Q: 3 clusters Score -461069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -461073.218750 Penalty: 4081.837646
	Iteration 33Q: 3 clusters Score -461073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -461078.500000 Penalty: 4081.837646
	Iteration 34Q: 3 clusters Score -461078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -461085.062500 Penalty: 4081.837646
	Iteration 35Q: 3 clusters Score -461085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -461090.781250 Penalty: 4081.837646
	Iteration 36Q: 3 clusters Score -461090.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -461094.750000 Penalty: 4081.837646
	Iteration 37Q: 3 clusters Score -461094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -461099.531250 Penalty: 4081.837646
	Iteration 38Q: 3 clusters Score -461099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -461101.125000 Penalty: 4081.837646
	Iteration 39Q: 3 clusters Score -461101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -461105.343750 Penalty: 4081.837646
	Iteration 40F: 3 clusters Score -461105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461109.656250 Penalty: 4081.837646
	Iteration 41Q: 3 clusters Score -461109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -461111.250000 Penalty: 4081.837646
	Iteration 42Q: 3 clusters Score -461111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -461112.718750 Penalty: 4081.837646
	Iteration 43Q: 3 clusters Score -461112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -461112.593750 Penalty: 4081.837646
	Iteration 44Q: 3 clusters Score -461112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -461112.593750 Penalty: 4081.837646
	Iteration 45F: 3 clusters Score -461112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Entering Unmasked Estep 
Score: -12097235.000000 Penalty: 2836.591309
	Iteration 0F: 2 clusters Score -1.209724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -12035043.000000 Penalty: 5673.182617
	Iteration 0F: 3 clusters Score -1.203504e+07 nChanged 43834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -12060421.000000 Penalty: 5673.182617
	Iteration 1F: 3 clusters Score -1.206042e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -12061555.000000 Penalty: 5673.182617
	Iteration 2Q: 3 clusters Score -1.206156e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -12063095.000000 Penalty: 5673.182617
	Iteration 3Q: 3 clusters Score -1.20631e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -12065788.000000 Penalty: 5673.182617
	Iteration 4F: 3 clusters Score -1.206579e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -12069967.000000 Penalty: 5673.182617
	Iteration 5F: 3 clusters Score -1.206997e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -12075975.000000 Penalty: 5673.182617
	Iteration 6F: 3 clusters Score -1.207598e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -12083316.000000 Penalty: 5673.182617
	Iteration 7F: 3 clusters Score -1.208332e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -12089584.000000 Penalty: 5673.182617
	Iteration 8F: 3 clusters Score -1.208958e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -12092913.000000 Penalty: 5673.182617
	Iteration 9Q: 3 clusters Score -1.209291e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -12094055.000000 Penalty: 5673.182617
	Iteration 10Q: 3 clusters Score -1.209406e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12094412.000000 Penalty: 5673.182617
	Iteration 11Q: 3 clusters Score -1.209441e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -12094541.000000 Penalty: 5673.182617
	Iteration 12Q: 3 clusters Score -1.209454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -12094613.000000 Penalty: 5673.182617
	Iteration 13Q: 3 clusters Score -1.209461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -12094633.000000 Penalty: 5673.182617
	Iteration 14Q: 3 clusters Score -1.209463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -12094652.000000 Penalty: 5673.182617
	Iteration 15Q: 3 clusters Score -1.209465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -12094670.000000 Penalty: 5673.182617
	Iteration 16Q: 3 clusters Score -1.209467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -12094678.000000 Penalty: 5673.182617
	Iteration 17Q: 3 clusters Score -1.209468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -12094690.000000 Penalty: 5673.182617
	Iteration 18Q: 3 clusters Score -1.209469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -12094702.000000 Penalty: 5673.182617
	Iteration 19Q: 3 clusters Score -1.20947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -12094713.000000 Penalty: 5673.182617
	Iteration 20F: 3 clusters Score -1.209471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -12094710.000000 Penalty: 5673.182617
	Iteration 21Q: 3 clusters Score -1.209471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -12094705.000000 Penalty: 5673.182617
	Iteration 22Q: 3 clusters Score -1.20947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -12094723.000000 Penalty: 5673.182617
	Iteration 23Q: 3 clusters Score -1.209472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -12094723.000000 Penalty: 5673.182617
	Iteration 24F: 3 clusters Score -1.209472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196423 members 
Entering Unmasked Estep 
Score: -25377558.000000 Penalty: 3022.630371
	Iteration 0F: 2 clusters Score -2.537756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -25249752.000000 Penalty: 6045.260742
	Iteration 0F: 3 clusters Score -2.524975e+07 nChanged 94600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -25304102.000000 Penalty: 6045.260742
	Iteration 1F: 3 clusters Score -2.53041e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -25304962.000000 Penalty: 6045.260742
	Iteration 2Q: 3 clusters Score -2.530496e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 103963 members 
Entering Unmasked Estep 
Score: -25306004.000000 Penalty: 6045.260742
	Iteration 3Q: 3 clusters Score -2.5306e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -25307630.000000 Penalty: 6045.260742
	Iteration 4Q: 3 clusters Score -2.530763e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -25310118.000000 Penalty: 6045.260742
	Iteration 5Q: 3 clusters Score -2.531012e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -25314434.000000 Penalty: 6045.260742
	Iteration 6Q: 3 clusters Score -2.531443e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -25321328.000000 Penalty: 6045.260742
	Iteration 7F: 3 clusters Score -2.532133e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -25331656.000000 Penalty: 6045.260742
	Iteration 8F: 3 clusters Score -2.533166e+07 nChanged 15465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 160063 members 
Entering Unmasked Estep 
Score: -25344424.000000 Penalty: 6045.260742
	Iteration 9F: 3 clusters Score -2.534442e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -25357210.000000 Penalty: 6045.260742
	Iteration 10F: 3 clusters Score -2.535721e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -25366004.000000 Penalty: 6045.260742
	Iteration 11F: 3 clusters Score -2.5366e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 190801 members 
Entering Unmasked Estep 
Score: -25370818.000000 Penalty: 6045.260742
	Iteration 12Q: 3 clusters Score -2.537082e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 193881 members 
Entering Unmasked Estep 
Score: -25373124.000000 Penalty: 6045.260742
	Iteration 13Q: 3 clusters Score -2.537312e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 195177 members 
Entering Unmasked Estep 
Score: -25374114.000000 Penalty: 6045.260742
	Iteration 14Q: 3 clusters Score -2.537411e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -25374454.000000 Penalty: 6045.260742
	Iteration 15Q: 3 clusters Score -2.537445e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -25374696.000000 Penalty: 6045.260742
	Iteration 16Q: 3 clusters Score -2.53747e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 195962 members 
Entering Unmasked Estep 
Score: -25374762.000000 Penalty: 6045.260742
	Iteration 17Q: 3 clusters Score -2.537476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 196012 members 
Entering Unmasked Estep 
Score: -25374806.000000 Penalty: 6045.260742
	Iteration 18Q: 3 clusters Score -2.537481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196045 members 
Entering Unmasked Estep 
Score: -25374826.000000 Penalty: 6045.260742
	Iteration 19Q: 3 clusters Score -2.537483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 196060 members 
Entering Unmasked Estep 
Score: -25374838.000000 Penalty: 6045.260742
	Iteration 20F: 3 clusters Score -2.537484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -25374858.000000 Penalty: 6045.260742
	Iteration 21Q: 3 clusters Score -2.537486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -25374856.000000 Penalty: 6045.260742
	Iteration 22Q: 3 clusters Score -2.537486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 196075 members 
Entering Unmasked Estep 
Score: -25374858.000000 Penalty: 6045.260742
	Iteration 23Q: 3 clusters Score -2.537486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 196076 members 
Entering Unmasked Estep 
Score: -25374868.000000 Penalty: 6045.260742
	Iteration 24Q: 3 clusters Score -2.537487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196079 members 
Entering Unmasked Estep 
Score: -25374868.000000 Penalty: 6045.260742
	Iteration 25Q: 3 clusters Score -2.537487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 196081 members 
Entering Unmasked Estep 
Score: -25374876.000000 Penalty: 6045.260742
	Iteration 26Q: 3 clusters Score -2.537488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 196081 members 
Entering Unmasked Estep 
Score: -25374876.000000 Penalty: 6045.260742
	Iteration 27F: 3 clusters Score -2.537488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -196917.750000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -196917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194613.000000 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -194613 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -194941.390625 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -194941.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -195037.875000 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -195037.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -195080.296875 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -195080.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195106.437500 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -195106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195123.265625 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -195123.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195136.828125 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -195136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195147.593750 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -195147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -195155.015625 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -195155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -195157.390625 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -195157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195158.515625 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -195158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195158.515625 Penalty: 3632.619873
	Iteration 11F: 3 clusters Score -195158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1409761.000000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1409761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1401353.875000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1401354 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1403926.000000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1403926 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1404309.125000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1404309 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1404573.000000 Penalty: 4624.229492
	Iteration 3F: 3 clusters Score -1404573 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1404800.000000 Penalty: 4624.229492
	Iteration 4Q: 3 clusters Score -1404800 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1405029.000000 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -1405029 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1405273.750000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -1405274 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1405509.875000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1405510 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1405763.625000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1405764 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1406016.375000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1406016 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1406267.750000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1406268 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1406506.875000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1406507 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1406718.750000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1406719 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1406909.125000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1406909 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1407051.500000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1407052 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1407170.375000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1407170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1407265.875000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1407266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1407336.250000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1407336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1407396.375000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1407396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1407432.375000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1407432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1407479.500000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1407480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1407526.250000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1407526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1407577.250000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1407577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1407631.750000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1407632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1407682.125000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1407682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1407756.500000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1407756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1407820.500000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1407820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1407869.500000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1407870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1407914.750000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1407915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1407939.000000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1407939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1407969.500000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1407970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1407991.875000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1407992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1408012.875000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1408013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1408031.125000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1408031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1408045.375000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1408045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1408055.125000 Penalty: 4624.229492
	Iteration 35Q: 3 clusters Score -1408055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1408058.125000 Penalty: 4624.229492
	Iteration 36Q: 3 clusters Score -1408058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1408063.625000 Penalty: 4624.229492
	Iteration 37Q: 3 clusters Score -1408064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1408066.625000 Penalty: 4624.229492
	Iteration 38Q: 3 clusters Score -1408067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1408067.000000 Penalty: 4624.229492
	Iteration 39Q: 3 clusters Score -1408067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1408066.625000 Penalty: 4624.229492
	Iteration 40F: 3 clusters Score -1408067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1408069.250000 Penalty: 4624.229492
	Iteration 41Q: 3 clusters Score -1408069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1408074.000000 Penalty: 4624.229492
	Iteration 42Q: 3 clusters Score -1408074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1408080.875000 Penalty: 4624.229492
	Iteration 43Q: 3 clusters Score -1408081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1408084.375000 Penalty: 4624.229492
	Iteration 44Q: 3 clusters Score -1408084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1408085.000000 Penalty: 4624.229492
	Iteration 45Q: 3 clusters Score -1408085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1408086.000000 Penalty: 4624.229492
	Iteration 46Q: 3 clusters Score -1408086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1408089.125000 Penalty: 4624.229492
	Iteration 47Q: 3 clusters Score -1408089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1408088.500000 Penalty: 4624.229492
	Iteration 48Q: 3 clusters Score -1408088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1408088.000000 Penalty: 4624.229492
	Iteration 49Q: 3 clusters Score -1408088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1408087.125000 Penalty: 4624.229492
	Iteration 50Q: 3 clusters Score -1408087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1408086.375000 Penalty: 4624.229492
	Iteration 51Q: 3 clusters Score -1408086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1408086.375000 Penalty: 4624.229492
	Iteration 52F: 3 clusters Score -1408086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -733419.687500 Penalty: 2156.734619
	Iteration 0F: 2 clusters Score -733419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -728336.125000 Penalty: 4313.469238
	Iteration 0F: 3 clusters Score -728336.1 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -729658.187500 Penalty: 4313.469238
	Iteration 1F: 3 clusters Score -729658.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -729895.812500 Penalty: 4313.469238
	Iteration 2F: 3 clusters Score -729895.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -730071.312500 Penalty: 4313.469238
	Iteration 3F: 3 clusters Score -730071.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -730211.750000 Penalty: 4313.469238
	Iteration 4Q: 3 clusters Score -730211.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -730389.937500 Penalty: 4313.469238
	Iteration 5Q: 3 clusters Score -730389.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -730611.375000 Penalty: 4313.469238
	Iteration 6Q: 3 clusters Score -730611.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -730845.500000 Penalty: 4313.469238
	Iteration 7Q: 3 clusters Score -730845.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -731066.312500 Penalty: 4313.469238
	Iteration 8Q: 3 clusters Score -731066.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -731244.875000 Penalty: 4313.469238
	Iteration 9Q: 3 clusters Score -731244.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -731405.250000 Penalty: 4313.469238
	Iteration 10Q: 3 clusters Score -731405.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -731532.062500 Penalty: 4313.469238
	Iteration 11Q: 3 clusters Score -731532.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -731640.750000 Penalty: 4313.469238
	Iteration 12Q: 3 clusters Score -731640.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -731752.625000 Penalty: 4313.469238
	Iteration 13Q: 3 clusters Score -731752.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -731861.937500 Penalty: 4313.469238
	Iteration 14Q: 3 clusters Score -731861.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -731957.500000 Penalty: 4313.469238
	Iteration 15Q: 3 clusters Score -731957.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -732019.750000 Penalty: 4313.469238
	Iteration 16Q: 3 clusters Score -732019.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -732085.062500 Penalty: 4313.469238
	Iteration 17Q: 3 clusters Score -732085.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -732140.500000 Penalty: 4313.469238
	Iteration 18Q: 3 clusters Score -732140.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -732211.625000 Penalty: 4313.469238
	Iteration 19Q: 3 clusters Score -732211.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -732293.875000 Penalty: 4313.469238
	Iteration 20F: 3 clusters Score -732293.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -732378.000000 Penalty: 4313.469238
	Iteration 21Q: 3 clusters Score -732378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -732457.187500 Penalty: 4313.469238
	Iteration 22Q: 3 clusters Score -732457.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -732525.562500 Penalty: 4313.469238
	Iteration 23Q: 3 clusters Score -732525.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -732571.312500 Penalty: 4313.469238
	Iteration 24Q: 3 clusters Score -732571.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -732605.250000 Penalty: 4313.469238
	Iteration 25Q: 3 clusters Score -732605.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -732642.562500 Penalty: 4313.469238
	Iteration 26Q: 3 clusters Score -732642.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -732666.500000 Penalty: 4313.469238
	Iteration 27Q: 3 clusters Score -732666.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -732675.750000 Penalty: 4313.469238
	Iteration 28Q: 3 clusters Score -732675.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -732685.125000 Penalty: 4313.469238
	Iteration 29Q: 3 clusters Score -732685.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -732694.187500 Penalty: 4313.469238
	Iteration 30Q: 3 clusters Score -732694.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -732699.250000 Penalty: 4313.469238
	Iteration 31Q: 3 clusters Score -732699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -732703.937500 Penalty: 4313.469238
	Iteration 32Q: 3 clusters Score -732703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -732704.062500 Penalty: 4313.469238
	Iteration 33Q: 3 clusters Score -732704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -732707.437500 Penalty: 4313.469238
	Iteration 34Q: 3 clusters Score -732707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -732708.812500 Penalty: 4313.469238
	Iteration 35Q: 3 clusters Score -732708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -732712.562500 Penalty: 4313.469238
	Iteration 36Q: 3 clusters Score -732712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -732713.250000 Penalty: 4313.469238
	Iteration 37Q: 3 clusters Score -732713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -732714.375000 Penalty: 4313.469238
	Iteration 38Q: 3 clusters Score -732714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732715.625000 Penalty: 4313.469238
	Iteration 39Q: 3 clusters Score -732715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -732716.812500 Penalty: 4313.469238
	Iteration 40F: 3 clusters Score -732716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732717.562500 Penalty: 4313.469238
	Iteration 41Q: 3 clusters Score -732717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732716.812500 Penalty: 4313.469238
	Iteration 42Q: 3 clusters Score -732716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -732719.312500 Penalty: 4313.469238
	Iteration 43Q: 3 clusters Score -732719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -732718.437500 Penalty: 4313.469238
	Iteration 44Q: 3 clusters Score -732718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -732719.000000 Penalty: 4313.469238
	Iteration 45Q: 3 clusters Score -732719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732718.937500 Penalty: 4313.469238
	Iteration 46Q: 3 clusters Score -732718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -732719.000000 Penalty: 4313.469238
	Iteration 47Q: 3 clusters Score -732719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732719.375000 Penalty: 4313.469238
	Iteration 48Q: 3 clusters Score -732719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732719.375000 Penalty: 4313.469238
	Iteration 49F: 3 clusters Score -732719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -177995.296875 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -177995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -175721.078125 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -175721.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -176550.875000 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -176550.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177309.718750 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -177309.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178829.718750 Penalty: 3686.805420
	Iteration 3F: 3 clusters Score -178829.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -180744.234375 Penalty: 3686.805420
	Iteration 4F: 3 clusters Score -180744.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182702.515625 Penalty: 3686.805420
	Iteration 5F: 3 clusters Score -182702.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -183005.234375 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -183005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -183115.562500 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -183115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -183190.140625 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -183190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -183220.578125 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -183220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -183246.843750 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -183246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -183259.968750 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -183260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -183280.125000 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -183280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -183283.250000 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -183283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -183288.078125 Penalty: 3686.805420
	Iteration 14F: 3 clusters Score -183288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -183291.437500 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -183291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -183291.437500 Penalty: 3686.805420
	Iteration 16F: 3 clusters Score -183291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 147061 members 
Mstep: Class 3 contains 223450 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 98416 members 
Mstep: Class 6 contains 143187 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 92769 members 
Mstep: Class 9 contains 196423 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11193 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 45453 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41170 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62982 members 
Mstep: Class 20 contains 312 members 
Entering Unmasked Estep 
Score: -138551200.000000 Penalty: 68962.648438
Splitting cluster 13 changes total score from -138547440.000000 to -138551200.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -177515.250000 Penalty: 1812.019775
	Iteration 0F: 2 clusters Score -177515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175363.203125 Penalty: 3624.039551
	Iteration 0F: 3 clusters Score -175363.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -175972.500000 Penalty: 3624.039551
	Iteration 1F: 3 clusters Score -175972.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -176198.734375 Penalty: 3624.039551
	Iteration 2F: 3 clusters Score -176198.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176424.500000 Penalty: 3624.039551
	Iteration 3F: 3 clusters Score -176424.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176668.078125 Penalty: 3624.039551
	Iteration 4F: 3 clusters Score -176668.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -176908.343750 Penalty: 3624.039551
	Iteration 5F: 3 clusters Score -176908.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -177156.046875 Penalty: 3624.039551
	Iteration 6F: 3 clusters Score -177156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -177367.515625 Penalty: 3624.039551
	Iteration 7F: 3 clusters Score -177367.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -177509.281250 Penalty: 3624.039551
	Iteration 8Q: 3 clusters Score -177509.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -177586.796875 Penalty: 3624.039551
	Iteration 9Q: 3 clusters Score -177586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -177626.171875 Penalty: 3624.039551
	Iteration 10Q: 3 clusters Score -177626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -177641.937500 Penalty: 3624.039551
	Iteration 11Q: 3 clusters Score -177641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -177643.875000 Penalty: 3624.039551
	Iteration 12Q: 3 clusters Score -177643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -177643.875000 Penalty: 3624.039551
	Iteration 13F: 3 clusters Score -177643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 147061 members 
Mstep: Class 3 contains 223450 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 98416 members 
Mstep: Class 6 contains 143187 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 92769 members 
Mstep: Class 9 contains 196423 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11193 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 45453 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 41170 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62982 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 1102 members 
Entering Unmasked Estep 
Score: -138549696.000000 Penalty: 72410.773438
Splitting cluster 14 changes total score from -138547440.000000 to -138549696.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (45453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Entering Unmasked Estep 
Score: -5930819.500000 Penalty: 2659.659668
	Iteration 0F: 2 clusters Score -5930820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5900084.500000 Penalty: 5319.319336
	Iteration 0F: 3 clusters Score -5900084 nChanged 20868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5911501.500000 Penalty: 5319.319336
	Iteration 1F: 3 clusters Score -5911502 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5912009.500000 Penalty: 5319.319336
	Iteration 2Q: 3 clusters Score -5912010 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5912405.500000 Penalty: 5319.319336
	Iteration 3Q: 3 clusters Score -5912406 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5912804.000000 Penalty: 5319.319336
	Iteration 4Q: 3 clusters Score -5912804 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5913160.000000 Penalty: 5319.319336
	Iteration 5Q: 3 clusters Score -5913160 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5913542.000000 Penalty: 5319.319336
	Iteration 6Q: 3 clusters Score -5913542 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5913982.500000 Penalty: 5319.319336
	Iteration 7Q: 3 clusters Score -5913982 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -5914583.500000 Penalty: 5319.319336
	Iteration 8Q: 3 clusters Score -5914584 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -5915356.500000 Penalty: 5319.319336
	Iteration 9Q: 3 clusters Score -5915356 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -5916485.000000 Penalty: 5319.319336
	Iteration 10Q: 3 clusters Score -5916485 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -5917970.000000 Penalty: 5319.319336
	Iteration 11F: 3 clusters Score -5917970 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5919681.500000 Penalty: 5319.319336
	Iteration 12F: 3 clusters Score -5919682 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5921136.000000 Penalty: 5319.319336
	Iteration 13F: 3 clusters Score -5921136 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -5922069.500000 Penalty: 5319.319336
	Iteration 14Q: 3 clusters Score -5922070 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5922637.000000 Penalty: 5319.319336
	Iteration 15Q: 3 clusters Score -5922637 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5923104.000000 Penalty: 5319.319336
	Iteration 16Q: 3 clusters Score -5923104 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5923672.500000 Penalty: 5319.319336
	Iteration 17Q: 3 clusters Score -5923672 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5924173.000000 Penalty: 5319.319336
	Iteration 18Q: 3 clusters Score -5924173 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5924792.500000 Penalty: 5319.319336
	Iteration 19Q: 3 clusters Score -5924792 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5925450.000000 Penalty: 5319.319336
	Iteration 20F: 3 clusters Score -5925450 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5925937.500000 Penalty: 5319.319336
	Iteration 21Q: 3 clusters Score -5925938 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5926303.000000 Penalty: 5319.319336
	Iteration 22Q: 3 clusters Score -5926303 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5926567.500000 Penalty: 5319.319336
	Iteration 23Q: 3 clusters Score -5926568 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5926772.000000 Penalty: 5319.319336
	Iteration 24Q: 3 clusters Score -5926772 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5926883.500000 Penalty: 5319.319336
	Iteration 25Q: 3 clusters Score -5926884 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -5926982.500000 Penalty: 5319.319336
	Iteration 26Q: 3 clusters Score -5926982 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -5927060.000000 Penalty: 5319.319336
	Iteration 27Q: 3 clusters Score -5927060 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5927123.500000 Penalty: 5319.319336
	Iteration 28Q: 3 clusters Score -5927124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -5927177.000000 Penalty: 5319.319336
	Iteration 29Q: 3 clusters Score -5927177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5927239.000000 Penalty: 5319.319336
	Iteration 30Q: 3 clusters Score -5927239 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5927259.000000 Penalty: 5319.319336
	Iteration 31Q: 3 clusters Score -5927259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -5927303.000000 Penalty: 5319.319336
	Iteration 32Q: 3 clusters Score -5927303 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5927314.000000 Penalty: 5319.319336
	Iteration 33Q: 3 clusters Score -5927314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5927364.500000 Penalty: 5319.319336
	Iteration 34Q: 3 clusters Score -5927364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -5927393.500000 Penalty: 5319.319336
	Iteration 35Q: 3 clusters Score -5927394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5927389.500000 Penalty: 5319.319336
	Iteration 36Q: 3 clusters Score -5927390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5927434.500000 Penalty: 5319.319336
	Iteration 37Q: 3 clusters Score -5927434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5927452.500000 Penalty: 5319.319336
	Iteration 38Q: 3 clusters Score -5927452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5927473.500000 Penalty: 5319.319336
	Iteration 39Q: 3 clusters Score -5927474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -5927486.000000 Penalty: 5319.319336
	Iteration 40F: 3 clusters Score -5927486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -5927522.500000 Penalty: 5319.319336
	Iteration 41Q: 3 clusters Score -5927522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5927546.000000 Penalty: 5319.319336
	Iteration 42Q: 3 clusters Score -5927546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5927571.000000 Penalty: 5319.319336
	Iteration 43Q: 3 clusters Score -5927571 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5927600.000000 Penalty: 5319.319336
	Iteration 44Q: 3 clusters Score -5927600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5927620.500000 Penalty: 5319.319336
	Iteration 45Q: 3 clusters Score -5927620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5927628.500000 Penalty: 5319.319336
	Iteration 46Q: 3 clusters Score -5927628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5927668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5927693.500000 Penalty: 5319.319336
	Iteration 48Q: 3 clusters Score -5927694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5927701.500000 Penalty: 5319.319336
	Iteration 49Q: 3 clusters Score -5927702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5927736.500000 Penalty: 5319.319336
	Iteration 50Q: 3 clusters Score -5927736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5927738.500000 Penalty: 5319.319336
	Iteration 51Q: 3 clusters Score -5927738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5927756.000000 Penalty: 5319.319336
	Iteration 52Q: 3 clusters Score -5927756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -5927764.000000 Penalty: 5319.319336
	Iteration 53Q: 3 clusters Score -5927764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -5927778.000000 Penalty: 5319.319336
	Iteration 54Q: 3 clusters Score -5927778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5927779.500000 Penalty: 5319.319336
	Iteration 55Q: 3 clusters Score -5927780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5927786.500000 Penalty: 5319.319336
	Iteration 56Q: 3 clusters Score -5927786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5927813.500000 Penalty: 5319.319336
	Iteration 57Q: 3 clusters Score -5927814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -5927821.500000 Penalty: 5319.319336
	Iteration 58Q: 3 clusters Score -5927822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5927827.000000 Penalty: 5319.319336
	Iteration 59Q: 3 clusters Score -5927827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5927847.500000 Penalty: 5319.319336
	Iteration 60F: 3 clusters Score -5927848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5927858.000000 Penalty: 5319.319336
	Iteration 61Q: 3 clusters Score -5927858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5927859.500000 Penalty: 5319.319336
	Iteration 62Q: 3 clusters Score -5927860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5927848.500000 Penalty: 5319.319336
	Iteration 63Q: 3 clusters Score -5927848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5927865.500000 Penalty: 5319.319336
	Iteration 64Q: 3 clusters Score -5927866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5927886.000000 Penalty: 5319.319336
	Iteration 65Q: 3 clusters Score -5927886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5927906.500000 Penalty: 5319.319336
	Iteration 66Q: 3 clusters Score -5927906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5927917.500000 Penalty: 5319.319336
	Iteration 67Q: 3 clusters Score -5927918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5927932.500000 Penalty: 5319.319336
	Iteration 68Q: 3 clusters Score -5927932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5927932.500000 Penalty: 5319.319336
	Iteration 69Q: 3 clusters Score -5927932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5927950.500000 Penalty: 5319.319336
	Iteration 70Q: 3 clusters Score -5927950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5927964.500000 Penalty: 5319.319336
	Iteration 71Q: 3 clusters Score -5927964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5927960.500000 Penalty: 5319.319336
	Iteration 72Q: 3 clusters Score -5927960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5927953.000000 Penalty: 5319.319336
	Iteration 73Q: 3 clusters Score -5927953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5927977.500000 Penalty: 5319.319336
	Iteration 74Q: 3 clusters Score -5927978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -5927990.500000 Penalty: 5319.319336
	Iteration 75Q: 3 clusters Score -5927990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5927987.500000 Penalty: 5319.319336
	Iteration 76Q: 3 clusters Score -5927988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5927997.000000 Penalty: 5319.319336
	Iteration 77Q: 3 clusters Score -5927997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5928004.500000 Penalty: 5319.319336
	Iteration 78Q: 3 clusters Score -5928004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5928040.000000 Penalty: 5319.319336
	Iteration 79Q: 3 clusters Score -5928040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5928045.500000 Penalty: 5319.319336
	Iteration 80F: 3 clusters Score -5928046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5928052.000000 Penalty: 5319.319336
	Iteration 81Q: 3 clusters Score -5928052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5928073.500000 Penalty: 5319.319336
	Iteration 82Q: 3 clusters Score -5928074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5928081.500000 Penalty: 5319.319336
	Iteration 83Q: 3 clusters Score -5928082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5928096.500000 Penalty: 5319.319336
	Iteration 84Q: 3 clusters Score -5928096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -5928113.000000 Penalty: 5319.319336
	Iteration 85Q: 3 clusters Score -5928113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5928144.500000 Penalty: 5319.319336
	Iteration 86Q: 3 clusters Score -5928144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5928143.500000 Penalty: 5319.319336
	Iteration 87Q: 3 clusters Score -5928144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -5928155.500000 Penalty: 5319.319336
	Iteration 88Q: 3 clusters Score -5928156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5928162.500000 Penalty: 5319.319336
	Iteration 89Q: 3 clusters Score -5928162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5928173.000000 Penalty: 5319.319336
	Iteration 90Q: 3 clusters Score -5928173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5928194.000000 Penalty: 5319.319336
	Iteration 91Q: 3 clusters Score -5928194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5928203.000000 Penalty: 5319.319336
	Iteration 92Q: 3 clusters Score -5928203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5928222.000000 Penalty: 5319.319336
	Iteration 93Q: 3 clusters Score -5928222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5928223.000000 Penalty: 5319.319336
	Iteration 94Q: 3 clusters Score -5928223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5928246.500000 Penalty: 5319.319336
	Iteration 95Q: 3 clusters Score -5928246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5928245.000000 Penalty: 5319.319336
	Iteration 96Q: 3 clusters Score -5928245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5928246.000000 Penalty: 5319.319336
	Iteration 97Q: 3 clusters Score -5928246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5928260.500000 Penalty: 5319.319336
	Iteration 98Q: 3 clusters Score -5928260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5928277.000000 Penalty: 5319.319336
	Iteration 99Q: 3 clusters Score -5928277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5928277.000000 Penalty: 5319.319336
	Iteration 100F: 3 clusters Score -5928277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -5928290.000000 Penalty: 5319.319336
	Iteration 101Q: 3 clusters Score -5928290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5928292.500000 Penalty: 5319.319336
	Iteration 102Q: 3 clusters Score -5928292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5928298.000000 Penalty: 5319.319336
	Iteration 103Q: 3 clusters Score -5928298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -5928309.000000 Penalty: 5319.319336
	Iteration 104Q: 3 clusters Score -5928309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5928332.000000 Penalty: 5319.319336
	Iteration 105Q: 3 clusters Score -5928332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5928351.000000 Penalty: 5319.319336
	Iteration 106Q: 3 clusters Score -5928351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5928369.500000 Penalty: 5319.319336
	Iteration 107Q: 3 clusters Score -5928370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5928378.000000 Penalty: 5319.319336
	Iteration 108Q: 3 clusters Score -5928378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5928388.500000 Penalty: 5319.319336
	Iteration 109Q: 3 clusters Score -5928388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5928412.000000 Penalty: 5319.319336
	Iteration 110Q: 3 clusters Score -5928412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5928413.500000 Penalty: 5319.319336
	Iteration 111Q: 3 clusters Score -5928414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5928421.000000 Penalty: 5319.319336
	Iteration 112Q: 3 clusters Score -5928421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5928424.000000 Penalty: 5319.319336
	Iteration 113Q: 3 clusters Score -5928424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5928426.000000 Penalty: 5319.319336
	Iteration 114Q: 3 clusters Score -5928426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5928436.000000 Penalty: 5319.319336
	Iteration 115Q: 3 clusters Score -5928436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5928431.500000 Penalty: 5319.319336
	Iteration 116Q: 3 clusters Score -5928432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5928451.000000 Penalty: 5319.319336
	Iteration 117Q: 3 clusters Score -5928451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5928460.500000 Penalty: 5319.319336
	Iteration 118Q: 3 clusters Score -5928460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5928467.500000 Penalty: 5319.319336
	Iteration 119Q: 3 clusters Score -5928468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5928460.000000 Penalty: 5319.319336
	Iteration 120F: 3 clusters Score -5928460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5928472.000000 Penalty: 5319.319336
	Iteration 121Q: 3 clusters Score -5928472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5928471.000000 Penalty: 5319.319336
	Iteration 122Q: 3 clusters Score -5928471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5928475.000000 Penalty: 5319.319336
	Iteration 123Q: 3 clusters Score -5928475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5928474.500000 Penalty: 5319.319336
	Iteration 124Q: 3 clusters Score -5928474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -5928482.000000 Penalty: 5319.319336
	Iteration 125Q: 3 clusters Score -5928482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5928491.500000 Penalty: 5319.319336
	Iteration 126Q: 3 clusters Score -5928492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5928492.500000 Penalty: 5319.319336
	Iteration 127Q: 3 clusters Score -5928492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5928501.500000 Penalty: 5319.319336
	Iteration 128Q: 3 clusters Score -5928502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5928508.000000 Penalty: 5319.319336
	Iteration 129Q: 3 clusters Score -5928508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5928505.000000 Penalty: 5319.319336
	Iteration 130Q: 3 clusters Score -5928505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -5928509.500000 Penalty: 5319.319336
	Iteration 131Q: 3 clusters Score -5928510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5928507.500000 Penalty: 5319.319336
	Iteration 132Q: 3 clusters Score -5928508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5928509.000000 Penalty: 5319.319336
	Iteration 133Q: 3 clusters Score -5928509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5928511.000000 Penalty: 5319.319336
	Iteration 134Q: 3 clusters Score -5928511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -5928517.000000 Penalty: 5319.319336
	Iteration 135Q: 3 clusters Score -5928517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5928510.000000 Penalty: 5319.319336
	Iteration 136Q: 3 clusters Score -5928510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -5928514.500000 Penalty: 5319.319336
	Iteration 137Q: 3 clusters Score -5928514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -5928514.500000 Penalty: 5319.319336
	Iteration 138Q: 3 clusters Score -5928514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -5928515.000000 Penalty: 5319.319336
	Iteration 139Q: 3 clusters Score -5928515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5928515.000000 Penalty: 5319.319336
	Iteration 140F: 3 clusters Score -5928515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5928516.000000 Penalty: 5319.319336
	Iteration 141Q: 3 clusters Score -5928516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5928515.500000 Penalty: 5319.319336
	Iteration 142Q: 3 clusters Score -5928516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5928515.000000 Penalty: 5319.319336
	Iteration 143Q: 3 clusters Score -5928515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5928517.500000 Penalty: 5319.319336
	Iteration 144Q: 3 clusters Score -5928518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -5928517.000000 Penalty: 5319.319336
	Iteration 145Q: 3 clusters Score -5928517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5928514.000000 Penalty: 5319.319336
	Iteration 146Q: 3 clusters Score -5928514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5928524.500000 Penalty: 5319.319336
	Iteration 147Q: 3 clusters Score -5928524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5928526.000000 Penalty: 5319.319336
	Iteration 148Q: 3 clusters Score -5928526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5928527.000000 Penalty: 5319.319336
	Iteration 149Q: 3 clusters Score -5928527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -5928521.500000 Penalty: 5319.319336
	Iteration 150Q: 3 clusters Score -5928522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -5928527.500000 Penalty: 5319.319336
	Iteration 151Q: 3 clusters Score -5928528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5928529.000000 Penalty: 5319.319336
	Iteration 152Q: 3 clusters Score -5928529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5928526.000000 Penalty: 5319.319336
	Iteration 153Q: 3 clusters Score -5928526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -5928530.000000 Penalty: 5319.319336
	Iteration 154Q: 3 clusters Score -5928530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5928528.500000 Penalty: 5319.319336
	Iteration 155Q: 3 clusters Score -5928528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5928528.500000 Penalty: 5319.319336
	Iteration 156F: 3 clusters Score -5928528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -164506.375000 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -164506.4 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 749 members 
Entering Unmasked Estep 
Score: -162284.937500 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -162284.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163408.078125 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -163408.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -164431.562500 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -164431.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165303.828125 Penalty: 3638.151123
	Iteration 3F: 3 clusters Score -165303.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165698.390625 Penalty: 3638.151123
	Iteration 4F: 3 clusters Score -165698.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166004.062500 Penalty: 3638.151123
	Iteration 5F: 3 clusters Score -166004.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -166172.078125 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -166172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166228.171875 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -166228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -166245.484375 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -166245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -166261.171875 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -166261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -166292.078125 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -166292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166345.546875 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -166345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166421.453125 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -166421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -166510.781250 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -166510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -166544.640625 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -166544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -166551.328125 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -166551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166551.687500 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -166551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166551.687500 Penalty: 3638.151123
	Iteration 17F: 3 clusters Score -166551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 147061 members 
Mstep: Class 3 contains 223450 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 98416 members 
Mstep: Class 6 contains 143187 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 92769 members 
Mstep: Class 9 contains 196423 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11193 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 45453 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 41170 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62982 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
Score: -138550272.000000 Penalty: 75858.906250
Splitting cluster 16 changes total score from -138547440.000000 to -138550272.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (41170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Entering Unmasked Estep 
Score: -5220531.500000 Penalty: 2635.115479
	Iteration 0F: 2 clusters Score -5220532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5192643.500000 Penalty: 5270.230957
	Iteration 0F: 3 clusters Score -5192644 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -5203100.000000 Penalty: 5270.230957
	Iteration 1F: 3 clusters Score -5203100 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5203676.500000 Penalty: 5270.230957
	Iteration 2Q: 3 clusters Score -5203676 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -5204402.500000 Penalty: 5270.230957
	Iteration 3Q: 3 clusters Score -5204402 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5205261.000000 Penalty: 5270.230957
	Iteration 4Q: 3 clusters Score -5205261 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5206571.500000 Penalty: 5270.230957
	Iteration 5F: 3 clusters Score -5206572 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5208579.000000 Penalty: 5270.230957
	Iteration 6F: 3 clusters Score -5208579 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5211211.500000 Penalty: 5270.230957
	Iteration 7F: 3 clusters Score -5211212 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5213842.500000 Penalty: 5270.230957
	Iteration 8F: 3 clusters Score -5213842 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5215801.000000 Penalty: 5270.230957
	Iteration 9F: 3 clusters Score -5215801 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5216955.000000 Penalty: 5270.230957
	Iteration 10Q: 3 clusters Score -5216955 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5217548.500000 Penalty: 5270.230957
	Iteration 11Q: 3 clusters Score -5217548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5217855.000000 Penalty: 5270.230957
	Iteration 12Q: 3 clusters Score -5217855 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5217986.000000 Penalty: 5270.230957
	Iteration 13Q: 3 clusters Score -5217986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5218054.000000 Penalty: 5270.230957
	Iteration 14Q: 3 clusters Score -5218054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5218117.500000 Penalty: 5270.230957
	Iteration 15Q: 3 clusters Score -5218118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5218148.000000 Penalty: 5270.230957
	Iteration 16Q: 3 clusters Score -5218148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5218172.000000 Penalty: 5270.230957
	Iteration 17Q: 3 clusters Score -5218172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5218179.500000 Penalty: 5270.230957
	Iteration 18Q: 3 clusters Score -5218180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5218178.000000 Penalty: 5270.230957
	Iteration 19Q: 3 clusters Score -5218178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5218179.500000 Penalty: 5270.230957
	Iteration 20F: 3 clusters Score -5218180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5218171.500000 Penalty: 5270.230957
	Iteration 21Q: 3 clusters Score -5218172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5218175.500000 Penalty: 5270.230957
	Iteration 22Q: 3 clusters Score -5218176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5218181.000000 Penalty: 5270.230957
	Iteration 23Q: 3 clusters Score -5218181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5218183.000000 Penalty: 5270.230957
	Iteration 24Q: 3 clusters Score -5218183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5218186.000000 Penalty: 5270.230957
	Iteration 25Q: 3 clusters Score -5218186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5218185.500000 Penalty: 5270.230957
	Iteration 26Q: 3 clusters Score -5218186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5218186.000000 Penalty: 5270.230957
	Iteration 27Q: 3 clusters Score -5218186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5218189.500000 Penalty: 5270.230957
	Iteration 28Q: 3 clusters Score -5218190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5218196.500000 Penalty: 5270.230957
	Iteration 29Q: 3 clusters Score -5218196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5218198.000000 Penalty: 5270.230957
	Iteration 30Q: 3 clusters Score -5218198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5218205.000000 Penalty: 5270.230957
	Iteration 31Q: 3 clusters Score -5218205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5218207.000000 Penalty: 5270.230957
	Iteration 32Q: 3 clusters Score -5218207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5218216.000000 Penalty: 5270.230957
	Iteration 33Q: 3 clusters Score -5218216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5218218.000000 Penalty: 5270.230957
	Iteration 34Q: 3 clusters Score -5218218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5218231.500000 Penalty: 5270.230957
	Iteration 35Q: 3 clusters Score -5218232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5218230.000000 Penalty: 5270.230957
	Iteration 36Q: 3 clusters Score -5218230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5218229.000000 Penalty: 5270.230957
	Iteration 37Q: 3 clusters Score -5218229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5218229.000000 Penalty: 5270.230957
	Iteration 38F: 3 clusters Score -5218229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33887.101562 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33887.1 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 160 members 
Entering Unmasked Estep 
Score: -32614.703125 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -32614.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32721.576172 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -32721.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32735.636719 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -32735.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32735.636719 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -32735.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Entering Unmasked Estep 
Score: -8154475.000000 Penalty: 2740.549805
	Iteration 0F: 2 clusters Score -8154475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8112087.000000 Penalty: 5481.099609
	Iteration 0F: 3 clusters Score -8112087 nChanged 29428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -8128246.500000 Penalty: 5481.099609
	Iteration 1F: 3 clusters Score -8128246 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8128717.500000 Penalty: 5481.099609
	Iteration 2Q: 3 clusters Score -8128718 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -8129172.500000 Penalty: 5481.099609
	Iteration 3Q: 3 clusters Score -8129172 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8129689.000000 Penalty: 5481.099609
	Iteration 4Q: 3 clusters Score -8129689 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -8130372.000000 Penalty: 5481.099609
	Iteration 5Q: 3 clusters Score -8130372 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8131313.000000 Penalty: 5481.099609
	Iteration 6Q: 3 clusters Score -8131313 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8132853.000000 Penalty: 5481.099609
	Iteration 7Q: 3 clusters Score -8132853 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -8135383.500000 Penalty: 5481.099609
	Iteration 8F: 3 clusters Score -8135384 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -8139282.500000 Penalty: 5481.099609
	Iteration 9F: 3 clusters Score -8139282 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -8143852.500000 Penalty: 5481.099609
	Iteration 10F: 3 clusters Score -8143852 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -8147605.000000 Penalty: 5481.099609
	Iteration 11F: 3 clusters Score -8147605 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8149883.000000 Penalty: 5481.099609
	Iteration 12Q: 3 clusters Score -8149883 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8151000.000000 Penalty: 5481.099609
	Iteration 13Q: 3 clusters Score -8151000 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8151549.500000 Penalty: 5481.099609
	Iteration 14Q: 3 clusters Score -8151550 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8151794.000000 Penalty: 5481.099609
	Iteration 15Q: 3 clusters Score -8151794 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8151939.000000 Penalty: 5481.099609
	Iteration 16Q: 3 clusters Score -8151939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8152016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8152056.000000 Penalty: 5481.099609
	Iteration 18Q: 3 clusters Score -8152056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8152088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8152102.500000 Penalty: 5481.099609
	Iteration 20F: 3 clusters Score -8152102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8152116.000000 Penalty: 5481.099609
	Iteration 21Q: 3 clusters Score -8152116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8152125.500000 Penalty: 5481.099609
	Iteration 22Q: 3 clusters Score -8152126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8152143.000000 Penalty: 5481.099609
	Iteration 23Q: 3 clusters Score -8152143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8152144.500000 Penalty: 5481.099609
	Iteration 24Q: 3 clusters Score -8152144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8152161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8152172.500000 Penalty: 5481.099609
	Iteration 26Q: 3 clusters Score -8152172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8152174.500000 Penalty: 5481.099609
	Iteration 27Q: 3 clusters Score -8152174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8152175.000000 Penalty: 5481.099609
	Iteration 28Q: 3 clusters Score -8152175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8152182.500000 Penalty: 5481.099609
	Iteration 29Q: 3 clusters Score -8152182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8152184.500000 Penalty: 5481.099609
	Iteration 30Q: 3 clusters Score -8152184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8152184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8152191.500000 Penalty: 5481.099609
	Iteration 32Q: 3 clusters Score -8152192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8152192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8152199.000000 Penalty: 5481.099609
	Iteration 34Q: 3 clusters Score -8152199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8152200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8152192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8152192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8152196.000000 Penalty: 5481.099609
	Iteration 38Q: 3 clusters Score -8152196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
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	Iteration 39F: 3 clusters Score -8152196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 147061 members 
Mstep: Class 3 contains 223450 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 98416 members 
Mstep: Class 6 contains 143187 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 92769 members 
Mstep: Class 9 contains 196423 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11193 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 45453 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 41170 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 62982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 23 clusters Score -1.385505e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 146736 members 
Mstep: Class 3 contains 223356 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 98333 members 
Mstep: Class 6 contains 143881 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 92703 members 
Mstep: Class 9 contains 196274 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 45475 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 41164 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 62981 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 23 clusters Score -1.385509e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 146483 members 
Mstep: Class 3 contains 223233 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 98245 members 
Mstep: Class 6 contains 144546 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 92592 members 
Mstep: Class 9 contains 196123 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 45458 members 
Mstep: Class 16 contains 960 members 
Mstep: Class 17 contains 41157 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 62983 members 
Mstep: Class 20 contains 321 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 23 clusters Score -1.385513e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 146229 members 
Mstep: Class 3 contains 223146 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 98164 members 
Mstep: Class 6 contains 145164 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 92513 members 
Mstep: Class 9 contains 196009 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11200 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 45433 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 41151 members 
Mstep: Class 18 contains 263 members 
Mstep: Class 19 contains 62976 members 
Mstep: Class 20 contains 329 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 564 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -1.385519e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 145968 members 
Mstep: Class 3 contains 223117 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 98069 members 
Mstep: Class 6 contains 145750 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 92430 members 
Mstep: Class 9 contains 195901 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11198 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 45432 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 41143 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 62977 members 
Mstep: Class 20 contains 334 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 562 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -1.385523e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 145737 members 
Mstep: Class 3 contains 223087 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97988 members 
Mstep: Class 6 contains 146285 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 92360 members 
Mstep: Class 9 contains 195801 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11196 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 45411 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 41132 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 62978 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 562 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.385525e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 145525 members 
Mstep: Class 3 contains 223052 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97916 members 
Mstep: Class 6 contains 146774 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 92289 members 
Mstep: Class 9 contains 195714 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11200 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 45394 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 62977 members 
Mstep: Class 20 contains 338 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 23 clusters Score -1.385528e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 145332 members 
Mstep: Class 3 contains 223034 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97844 members 
Mstep: Class 6 contains 147210 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 92218 members 
Mstep: Class 9 contains 195634 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11198 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 41120 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 338 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 23 clusters Score -1.385528e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 145181 members 
Mstep: Class 3 contains 223006 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97794 members 
Mstep: Class 6 contains 147590 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 92148 members 
Mstep: Class 9 contains 195552 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 45385 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 41117 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 62970 members 
Mstep: Class 20 contains 340 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 558 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.385528e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 145025 members 
Mstep: Class 3 contains 223022 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97743 members 
Mstep: Class 6 contains 147955 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 92094 members 
Mstep: Class 9 contains 195439 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 45374 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 41118 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 62970 members 
Mstep: Class 20 contains 339 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 557 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.385531e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 144877 members 
Mstep: Class 3 contains 223047 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 97695 members 
Mstep: Class 6 contains 148313 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 92038 members 
Mstep: Class 9 contains 195311 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 5942 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 45379 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 41119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62971 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 557 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.385532e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 144761 members 
Mstep: Class 3 contains 223036 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97646 members 
Mstep: Class 6 contains 148640 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 92003 members 
Mstep: Class 9 contains 195197 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 45363 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.385534e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 144638 members 
Mstep: Class 3 contains 223040 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97611 members 
Mstep: Class 6 contains 148977 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 91944 members 
Mstep: Class 9 contains 195078 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 45359 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 41123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62979 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -1.385536e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 144562 members 
Mstep: Class 3 contains 223002 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97576 members 
Mstep: Class 6 contains 149316 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 8 contains 91878 members 
Mstep: Class 9 contains 194949 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 5943 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45357 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62979 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.385536e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 144522 members 
Mstep: Class 3 contains 222972 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97522 members 
Mstep: Class 6 contains 149655 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 91813 members 
Mstep: Class 9 contains 194806 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62983 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.385536e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 144484 members 
Mstep: Class 3 contains 222950 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97472 members 
Mstep: Class 6 contains 149954 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 91754 members 
Mstep: Class 9 contains 194666 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45351 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41133 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62982 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.385536e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 144440 members 
Mstep: Class 3 contains 222951 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97432 members 
Mstep: Class 6 contains 150239 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 91696 members 
Mstep: Class 9 contains 194534 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45343 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62978 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.385532e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 144381 members 
Mstep: Class 3 contains 222960 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97389 members 
Mstep: Class 6 contains 150495 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 91665 members 
Mstep: Class 9 contains 194411 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11209 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62977 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 23 clusters Score -1.385533e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 144342 members 
Mstep: Class 3 contains 222975 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97352 members 
Mstep: Class 6 contains 150730 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 91621 members 
Mstep: Class 9 contains 194276 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11210 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45345 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62977 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.385534e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 144305 members 
Mstep: Class 3 contains 222965 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97331 members 
Mstep: Class 6 contains 150998 members 
Mstep: Class 7 contains 3808 members 
Mstep: Class 8 contains 91563 members 
Mstep: Class 9 contains 194141 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11213 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45337 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.385536e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 144276 members 
Mstep: Class 3 contains 222934 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97308 members 
Mstep: Class 6 contains 151287 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 91502 members 
Mstep: Class 9 contains 193975 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11211 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45355 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.385538e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 144245 members 
Mstep: Class 3 contains 222900 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 97286 members 
Mstep: Class 6 contains 151573 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 91452 members 
Mstep: Class 9 contains 193813 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11211 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45359 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.38554e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 144206 members 
Mstep: Class 3 contains 222892 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97265 members 
Mstep: Class 6 contains 151828 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 91395 members 
Mstep: Class 9 contains 193688 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11210 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45358 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 41129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.385544e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 144174 members 
Mstep: Class 3 contains 222894 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97247 members 
Mstep: Class 6 contains 152064 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 91345 members 
Mstep: Class 9 contains 193566 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11209 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45346 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 41123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.385545e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 144155 members 
Mstep: Class 3 contains 222875 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97227 members 
Mstep: Class 6 contains 152276 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 91294 members 
Mstep: Class 9 contains 193461 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11211 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45343 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 41125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 374 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.385546e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 144148 members 
Mstep: Class 3 contains 222858 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97208 members 
Mstep: Class 6 contains 152460 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 91248 members 
Mstep: Class 9 contains 193351 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45352 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 41129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62967 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.385546e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 144132 members 
Mstep: Class 3 contains 222840 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97189 members 
Mstep: Class 6 contains 152616 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 91202 members 
Mstep: Class 9 contains 193287 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45354 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 23 clusters Score -1.385545e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 144084 members 
Mstep: Class 3 contains 222816 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97172 members 
Mstep: Class 6 contains 152765 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 91176 members 
Mstep: Class 9 contains 193260 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11201 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45347 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41133 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554480.000000 Penalty: 75858.906250
Iteration 106Q: 23 clusters Score -1.385545e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 144049 members 
Mstep: Class 3 contains 222801 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97153 members 
Mstep: Class 6 contains 152919 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 91124 members 
Mstep: Class 9 contains 193228 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41133 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62967 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Score: -138554544.000000 Penalty: 75858.906250
Iteration 107Q: 23 clusters Score -1.385545e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 144003 members 
Mstep: Class 3 contains 222791 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97141 members 
Mstep: Class 6 contains 153056 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 91085 members 
Mstep: Class 9 contains 193197 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45338 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41138 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62966 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554576.000000 Penalty: 75858.906250
Iteration 108Q: 23 clusters Score -1.385546e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 143948 members 
Mstep: Class 3 contains 222823 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97134 members 
Mstep: Class 6 contains 153175 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 91045 members 
Mstep: Class 9 contains 193166 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41131 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62962 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554496.000000 Penalty: 75858.906250
Iteration 109Q: 23 clusters Score -1.385545e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 143909 members 
Mstep: Class 3 contains 222848 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97121 members 
Mstep: Class 6 contains 153289 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 91007 members 
Mstep: Class 9 contains 193123 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11207 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45320 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62964 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554608.000000 Penalty: 75858.906250
Iteration 110Q: 23 clusters Score -1.385546e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 143866 members 
Mstep: Class 3 contains 222883 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97107 members 
Mstep: Class 6 contains 153392 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 90983 members 
Mstep: Class 9 contains 193069 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11213 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45310 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62965 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 23 clusters Score -1.385545e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 143819 members 
Mstep: Class 3 contains 222906 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97092 members 
Mstep: Class 6 contains 153493 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 90962 members 
Mstep: Class 9 contains 193034 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45303 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62966 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 23 clusters Score -1.385547e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 143780 members 
Mstep: Class 3 contains 222920 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97082 members 
Mstep: Class 6 contains 153582 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 90933 members 
Mstep: Class 9 contains 193003 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45305 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554672.000000 Penalty: 75858.906250
Iteration 113Q: 23 clusters Score -1.385547e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143735 members 
Mstep: Class 3 contains 222915 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97076 members 
Mstep: Class 6 contains 153673 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 90905 members 
Mstep: Class 9 contains 192996 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45299 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62967 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 23 clusters Score -1.385547e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143694 members 
Mstep: Class 3 contains 222941 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 97072 members 
Mstep: Class 6 contains 153731 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 90876 members 
Mstep: Class 9 contains 192992 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45292 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62968 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 23 clusters Score -1.385547e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 143659 members 
Mstep: Class 3 contains 222969 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97064 members 
Mstep: Class 6 contains 153806 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 90854 members 
Mstep: Class 9 contains 192960 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45289 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62969 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 23 clusters Score -1.385546e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143631 members 
Mstep: Class 3 contains 222978 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97053 members 
Mstep: Class 6 contains 153883 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 90833 members 
Mstep: Class 9 contains 192932 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45290 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41122 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62971 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 117Q: 23 clusters Score -1.385547e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143623 members 
Mstep: Class 3 contains 222984 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97044 members 
Mstep: Class 6 contains 153953 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90812 members 
Mstep: Class 9 contains 192889 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45294 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41117 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62974 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
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Iteration 118Q: 23 clusters Score -1.385548e+08 nChanged 262
Entering ConstructFrom: 
Score: -138554848.000000 Penalty: 75858.906250
Entering ConstructFrom: 
Trying to split cluster 1 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -1430576.250000 Penalty: 2320.266113
	Iteration 0F: 2 clusters Score -1430576 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 5796 members 
Entering Unmasked Estep 
Score: -1421875.500000 Penalty: 4640.532227
	Iteration 0F: 3 clusters Score -1421876 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1424455.500000 Penalty: 4640.532227
	Iteration 1F: 3 clusters Score -1424456 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1424883.375000 Penalty: 4640.532227
	Iteration 2F: 3 clusters Score -1424883 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1425429.250000 Penalty: 4640.532227
	Iteration 3F: 3 clusters Score -1425429 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1426211.000000 Penalty: 4640.532227
	Iteration 4F: 3 clusters Score -1426211 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1427136.375000 Penalty: 4640.532227
	Iteration 5F: 3 clusters Score -1427136 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1427963.000000 Penalty: 4640.532227
	Iteration 6F: 3 clusters Score -1427963 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1428554.875000 Penalty: 4640.532227
	Iteration 7F: 3 clusters Score -1428555 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1428937.500000 Penalty: 4640.532227
	Iteration 8F: 3 clusters Score -1428938 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1429134.875000 Penalty: 4640.532227
	Iteration 9Q: 3 clusters Score -1429135 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1429241.250000 Penalty: 4640.532227
	Iteration 10Q: 3 clusters Score -1429241 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1429297.500000 Penalty: 4640.532227
	Iteration 11Q: 3 clusters Score -1429298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1429323.375000 Penalty: 4640.532227
	Iteration 12Q: 3 clusters Score -1429323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1429337.000000 Penalty: 4640.532227
	Iteration 13Q: 3 clusters Score -1429337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1429341.250000 Penalty: 4640.532227
	Iteration 14Q: 3 clusters Score -1429341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1429342.875000 Penalty: 4640.532227
	Iteration 15Q: 3 clusters Score -1429343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1429346.750000 Penalty: 4640.532227
	Iteration 16Q: 3 clusters Score -1429347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1429350.000000 Penalty: 4640.532227
	Iteration 17Q: 3 clusters Score -1429350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1429348.375000 Penalty: 4640.532227
	Iteration 18Q: 3 clusters Score -1429348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1429349.875000 Penalty: 4640.532227
	Iteration 19Q: 3 clusters Score -1429350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1429349.625000 Penalty: 4640.532227
	Iteration 20F: 3 clusters Score -1429350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1429349.625000 Penalty: 4640.532227
	Iteration 21Q: 3 clusters Score -1429350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1429349.875000 Penalty: 4640.532227
	Iteration 22Q: 3 clusters Score -1429350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1429347.875000 Penalty: 4640.532227
	Iteration 23Q: 3 clusters Score -1429348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1429349.750000 Penalty: 4640.532227
	Iteration 24Q: 3 clusters Score -1429350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1429351.625000 Penalty: 4640.532227
	Iteration 25Q: 3 clusters Score -1429352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1429352.750000 Penalty: 4640.532227
	Iteration 26Q: 3 clusters Score -1429353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1429356.125000 Penalty: 4640.532227
	Iteration 27Q: 3 clusters Score -1429356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1429352.375000 Penalty: 4640.532227
	Iteration 28Q: 3 clusters Score -1429352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1429352.375000 Penalty: 4640.532227
	Iteration 29F: 3 clusters Score -1429352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Entering Unmasked Estep 
Score: -18638872.000000 Penalty: 2944.964600
	Iteration 0F: 2 clusters Score -1.863887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -18543650.000000 Penalty: 5889.929199
	Iteration 0F: 3 clusters Score -1.854365e+07 nChanged 68521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -18583888.000000 Penalty: 5889.929199
	Iteration 1F: 3 clusters Score -1.858389e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -18585480.000000 Penalty: 5889.929199
	Iteration 2Q: 3 clusters Score -1.858548e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -18587866.000000 Penalty: 5889.929199
	Iteration 3Q: 3 clusters Score -1.858787e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -18592282.000000 Penalty: 5889.929199
	Iteration 4F: 3 clusters Score -1.859228e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -18599748.000000 Penalty: 5889.929199
	Iteration 5F: 3 clusters Score -1.859975e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -18609772.000000 Penalty: 5889.929199
	Iteration 6F: 3 clusters Score -1.860977e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -18620082.000000 Penalty: 5889.929199
	Iteration 7F: 3 clusters Score -1.862008e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -18627810.000000 Penalty: 5889.929199
	Iteration 8F: 3 clusters Score -1.862781e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -18632420.000000 Penalty: 5889.929199
	Iteration 9Q: 3 clusters Score -1.863242e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -18634538.000000 Penalty: 5889.929199
	Iteration 10Q: 3 clusters Score -1.863454e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 142376 members 
Entering Unmasked Estep 
Score: -18635436.000000 Penalty: 5889.929199
	Iteration 11Q: 3 clusters Score -1.863544e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -18635844.000000 Penalty: 5889.929199
	Iteration 12Q: 3 clusters Score -1.863584e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 142947 members 
Entering Unmasked Estep 
Score: -18636042.000000 Penalty: 5889.929199
	Iteration 13Q: 3 clusters Score -1.863604e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -18636100.000000 Penalty: 5889.929199
	Iteration 14Q: 3 clusters Score -1.86361e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -18636146.000000 Penalty: 5889.929199
	Iteration 15Q: 3 clusters Score -1.863615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -18636168.000000 Penalty: 5889.929199
	Iteration 16Q: 3 clusters Score -1.863617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 143113 members 
Entering Unmasked Estep 
Score: -18636200.000000 Penalty: 5889.929199
	Iteration 17Q: 3 clusters Score -1.86362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 143123 members 
Entering Unmasked Estep 
Score: -18636204.000000 Penalty: 5889.929199
	Iteration 18Q: 3 clusters Score -1.86362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -18636236.000000 Penalty: 5889.929199
	Iteration 19Q: 3 clusters Score -1.863624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -18636250.000000 Penalty: 5889.929199
	Iteration 20F: 3 clusters Score -1.863625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143156 members 
Entering Unmasked Estep 
Score: -18636260.000000 Penalty: 5889.929199
	Iteration 21Q: 3 clusters Score -1.863626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -18636268.000000 Penalty: 5889.929199
	Iteration 22Q: 3 clusters Score -1.863627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -18636276.000000 Penalty: 5889.929199
	Iteration 23Q: 3 clusters Score -1.863628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 143167 members 
Entering Unmasked Estep 
Score: -18636282.000000 Penalty: 5889.929199
	Iteration 24Q: 3 clusters Score -1.863628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -18636270.000000 Penalty: 5889.929199
	Iteration 25Q: 3 clusters Score -1.863627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -18636278.000000 Penalty: 5889.929199
	Iteration 26Q: 3 clusters Score -1.863628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -18636274.000000 Penalty: 5889.929199
	Iteration 27Q: 3 clusters Score -1.863627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 143167 members 
Entering Unmasked Estep 
Score: -18636274.000000 Penalty: 5889.929199
	Iteration 28Q: 3 clusters Score -1.863627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -18636270.000000 Penalty: 5889.929199
	Iteration 29Q: 3 clusters Score -1.863627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -18636260.000000 Penalty: 5889.929199
	Iteration 30Q: 3 clusters Score -1.863626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -18636266.000000 Penalty: 5889.929199
	Iteration 31Q: 3 clusters Score -1.863627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -18636266.000000 Penalty: 5889.929199
	Iteration 32Q: 3 clusters Score -1.863627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -18636270.000000 Penalty: 5889.929199
	Iteration 33Q: 3 clusters Score -1.863627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -18636264.000000 Penalty: 5889.929199
	Iteration 34Q: 3 clusters Score -1.863626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -18636264.000000 Penalty: 5889.929199
	Iteration 35F: 3 clusters Score -1.863626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (222986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222986 members 
Entering Unmasked Estep 
Score: -28715050.000000 Penalty: 3054.086426
	Iteration 0F: 2 clusters Score -2.871505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -28573664.000000 Penalty: 6108.172852
	Iteration 0F: 3 clusters Score -2.857366e+07 nChanged 107187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -28636972.000000 Penalty: 6108.172852
	Iteration 1F: 3 clusters Score -2.863697e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -28638564.000000 Penalty: 6108.172852
	Iteration 2Q: 3 clusters Score -2.863856e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -28641406.000000 Penalty: 6108.172852
	Iteration 3Q: 3 clusters Score -2.864141e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -28646222.000000 Penalty: 6108.172852
	Iteration 4Q: 3 clusters Score -2.864622e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -28653818.000000 Penalty: 6108.172852
	Iteration 5F: 3 clusters Score -2.865382e+07 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -28665168.000000 Penalty: 6108.172852
	Iteration 6F: 3 clusters Score -2.866517e+07 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179791 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -28679718.000000 Penalty: 6108.172852
	Iteration 7F: 3 clusters Score -2.867972e+07 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196816 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -28694610.000000 Penalty: 6108.172852
	Iteration 8F: 3 clusters Score -2.869461e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209688 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -28704260.000000 Penalty: 6108.172852
	Iteration 9F: 3 clusters Score -2.870426e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217073 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -28708740.000000 Penalty: 6108.172852
	Iteration 10Q: 3 clusters Score -2.870874e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -28710744.000000 Penalty: 6108.172852
	Iteration 11Q: 3 clusters Score -2.871074e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221399 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -28711664.000000 Penalty: 6108.172852
	Iteration 12Q: 3 clusters Score -2.871166e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221805 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -28712052.000000 Penalty: 6108.172852
	Iteration 13Q: 3 clusters Score -2.871205e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221962 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -28712272.000000 Penalty: 6108.172852
	Iteration 14Q: 3 clusters Score -2.871227e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222019 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -28712406.000000 Penalty: 6108.172852
	Iteration 15Q: 3 clusters Score -2.871241e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222036 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -28712484.000000 Penalty: 6108.172852
	Iteration 16Q: 3 clusters Score -2.871248e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -28712594.000000 Penalty: 6108.172852
	Iteration 17Q: 3 clusters Score -2.871259e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222057 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -28712602.000000 Penalty: 6108.172852
	Iteration 18Q: 3 clusters Score -2.87126e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222062 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -28712656.000000 Penalty: 6108.172852
	Iteration 19Q: 3 clusters Score -2.871266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222072 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -28712688.000000 Penalty: 6108.172852
	Iteration 20F: 3 clusters Score -2.871269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222075 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -28712726.000000 Penalty: 6108.172852
	Iteration 21Q: 3 clusters Score -2.871273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222065 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -28712766.000000 Penalty: 6108.172852
	Iteration 22Q: 3 clusters Score -2.871277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222054 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -28712726.000000 Penalty: 6108.172852
	Iteration 23Q: 3 clusters Score -2.871273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222044 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -28712764.000000 Penalty: 6108.172852
	Iteration 24Q: 3 clusters Score -2.871276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222036 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -28712750.000000 Penalty: 6108.172852
	Iteration 25Q: 3 clusters Score -2.871275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222029 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -28712758.000000 Penalty: 6108.172852
	Iteration 26Q: 3 clusters Score -2.871276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222029 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -28712780.000000 Penalty: 6108.172852
	Iteration 27Q: 3 clusters Score -2.871278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222026 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -28712778.000000 Penalty: 6108.172852
	Iteration 28Q: 3 clusters Score -2.871278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222021 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -28712764.000000 Penalty: 6108.172852
	Iteration 29Q: 3 clusters Score -2.871276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222017 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -28712764.000000 Penalty: 6108.172852
	Iteration 30Q: 3 clusters Score -2.871276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222018 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -28712780.000000 Penalty: 6108.172852
	Iteration 31Q: 3 clusters Score -2.871278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -28712770.000000 Penalty: 6108.172852
	Iteration 32Q: 3 clusters Score -2.871277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222023 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -28712766.000000 Penalty: 6108.172852
	Iteration 33Q: 3 clusters Score -2.871277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222024 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -28712754.000000 Penalty: 6108.172852
	Iteration 34Q: 3 clusters Score -2.871275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -28712768.000000 Penalty: 6108.172852
	Iteration 35Q: 3 clusters Score -2.871277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -28712774.000000 Penalty: 6108.172852
	Iteration 36Q: 3 clusters Score -2.871277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -28712780.000000 Penalty: 6108.172852
	Iteration 37Q: 3 clusters Score -2.871278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -28712792.000000 Penalty: 6108.172852
	Iteration 38Q: 3 clusters Score -2.871279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -28712792.000000 Penalty: 6108.172852
	Iteration 39F: 3 clusters Score -2.871279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -290108.218750 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -290108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -287352.000000 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -287352 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -287859.062500 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -287859.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -287991.562500 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -287991.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -288058.843750 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -288058.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -288098.000000 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -288098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288130.250000 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -288130.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -288163.218750 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -288163.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -288203.156250 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -288203.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288237.312500 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -288237.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -288274.281250 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -288274.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -288324.281250 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -288324.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288372.031250 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -288372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288411.343750 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -288411.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -288456.187500 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -288456.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288491.718750 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -288491.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288527.125000 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -288527.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288553.281250 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -288553.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288581.906250 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -288581.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288617.718750 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -288617.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -288656.312500 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -288656.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -288683.750000 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -288683.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288716.156250 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -288716.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288742.031250 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -288742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288773.750000 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -288773.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -288803.875000 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -288803.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -288824.031250 Penalty: 3827.364502
	Iteration 25Q: 3 clusters Score -288824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -288847.812500 Penalty: 3827.364502
	Iteration 26Q: 3 clusters Score -288847.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -288875.937500 Penalty: 3827.364502
	Iteration 27Q: 3 clusters Score -288875.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -288911.062500 Penalty: 3827.364502
	Iteration 28Q: 3 clusters Score -288911.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -288936.593750 Penalty: 3827.364502
	Iteration 29Q: 3 clusters Score -288936.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -288957.531250 Penalty: 3827.364502
	Iteration 30Q: 3 clusters Score -288957.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -288981.093750 Penalty: 3827.364502
	Iteration 31Q: 3 clusters Score -288981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -288992.656250 Penalty: 3827.364502
	Iteration 32Q: 3 clusters Score -288992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -289002.218750 Penalty: 3827.364502
	Iteration 33Q: 3 clusters Score -289002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -289007.875000 Penalty: 3827.364502
	Iteration 34Q: 3 clusters Score -289007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -289013.468750 Penalty: 3827.364502
	Iteration 35Q: 3 clusters Score -289013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -289015.437500 Penalty: 3827.364502
	Iteration 36Q: 3 clusters Score -289015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -289016.656250 Penalty: 3827.364502
	Iteration 37Q: 3 clusters Score -289016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -289017.218750 Penalty: 3827.364502
	Iteration 38Q: 3 clusters Score -289017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -289018.343750 Penalty: 3827.364502
	Iteration 39Q: 3 clusters Score -289018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289019.750000 Penalty: 3827.364502
	Iteration 40F: 3 clusters Score -289019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -289022.437500 Penalty: 3827.364502
	Iteration 41Q: 3 clusters Score -289022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -289025.687500 Penalty: 3827.364502
	Iteration 42Q: 3 clusters Score -289025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -289029.187500 Penalty: 3827.364502
	Iteration 43Q: 3 clusters Score -289029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -289032.781250 Penalty: 3827.364502
	Iteration 44Q: 3 clusters Score -289032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -289034.062500 Penalty: 3827.364502
	Iteration 45Q: 3 clusters Score -289034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -289037.343750 Penalty: 3827.364502
	Iteration 46Q: 3 clusters Score -289037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -289041.437500 Penalty: 3827.364502
	Iteration 47Q: 3 clusters Score -289041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -289043.218750 Penalty: 3827.364502
	Iteration 48Q: 3 clusters Score -289043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -289044.656250 Penalty: 3827.364502
	Iteration 49Q: 3 clusters Score -289044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -289045.312500 Penalty: 3827.364502
	Iteration 50Q: 3 clusters Score -289045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -289045.312500 Penalty: 3827.364502
	Iteration 51F: 3 clusters Score -289045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Entering Unmasked Estep 
Score: -12542192.000000 Penalty: 2847.746094
	Iteration 0F: 2 clusters Score -1.254219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -12477447.000000 Penalty: 5695.492188
	Iteration 0F: 3 clusters Score -1.247745e+07 nChanged 46033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -12503082.000000 Penalty: 5695.492188
	Iteration 1F: 3 clusters Score -1.250308e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -12503974.000000 Penalty: 5695.492188
	Iteration 2Q: 3 clusters Score -1.250397e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -12505217.000000 Penalty: 5695.492188
	Iteration 3Q: 3 clusters Score -1.250522e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -12506841.000000 Penalty: 5695.492188
	Iteration 4Q: 3 clusters Score -1.250684e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -12509352.000000 Penalty: 5695.492188
	Iteration 5F: 3 clusters Score -1.250935e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -12512667.000000 Penalty: 5695.492188
	Iteration 6F: 3 clusters Score -1.251267e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -12516768.000000 Penalty: 5695.492188
	Iteration 7F: 3 clusters Score -1.251677e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -12521477.000000 Penalty: 5695.492188
	Iteration 8F: 3 clusters Score -1.252148e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -12526334.000000 Penalty: 5695.492188
	Iteration 9F: 3 clusters Score -1.252633e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -12530729.000000 Penalty: 5695.492188
	Iteration 10Q: 3 clusters Score -1.253073e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -12533840.000000 Penalty: 5695.492188
	Iteration 11Q: 3 clusters Score -1.253384e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -12535722.000000 Penalty: 5695.492188
	Iteration 12Q: 3 clusters Score -1.253572e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -12536875.000000 Penalty: 5695.492188
	Iteration 13Q: 3 clusters Score -1.253688e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -12537606.000000 Penalty: 5695.492188
	Iteration 14Q: 3 clusters Score -1.253761e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -12538119.000000 Penalty: 5695.492188
	Iteration 15Q: 3 clusters Score -1.253812e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -12538524.000000 Penalty: 5695.492188
	Iteration 16Q: 3 clusters Score -1.253852e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -12538875.000000 Penalty: 5695.492188
	Iteration 17Q: 3 clusters Score -1.253888e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -12539109.000000 Penalty: 5695.492188
	Iteration 18Q: 3 clusters Score -1.253911e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12539304.000000 Penalty: 5695.492188
	Iteration 19Q: 3 clusters Score -1.25393e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -12539479.000000 Penalty: 5695.492188
	Iteration 20F: 3 clusters Score -1.253948e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -12539625.000000 Penalty: 5695.492188
	Iteration 21Q: 3 clusters Score -1.253962e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12539719.000000 Penalty: 5695.492188
	Iteration 22Q: 3 clusters Score -1.253972e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12539768.000000 Penalty: 5695.492188
	Iteration 23Q: 3 clusters Score -1.253977e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12539824.000000 Penalty: 5695.492188
	Iteration 24Q: 3 clusters Score -1.253982e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12539868.000000 Penalty: 5695.492188
	Iteration 25Q: 3 clusters Score -1.253987e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12539900.000000 Penalty: 5695.492188
	Iteration 26Q: 3 clusters Score -1.25399e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12539917.000000 Penalty: 5695.492188
	Iteration 27Q: 3 clusters Score -1.253992e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12539930.000000 Penalty: 5695.492188
	Iteration 28Q: 3 clusters Score -1.253993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12539973.000000 Penalty: 5695.492188
	Iteration 29Q: 3 clusters Score -1.253997e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12539987.000000 Penalty: 5695.492188
	Iteration 30Q: 3 clusters Score -1.253999e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12540010.000000 Penalty: 5695.492188
	Iteration 31Q: 3 clusters Score -1.254001e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12540032.000000 Penalty: 5695.492188
	Iteration 32Q: 3 clusters Score -1.254003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12540037.000000 Penalty: 5695.492188
	Iteration 33Q: 3 clusters Score -1.254004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12540056.000000 Penalty: 5695.492188
	Iteration 34Q: 3 clusters Score -1.254006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12540083.000000 Penalty: 5695.492188
	Iteration 35Q: 3 clusters Score -1.254008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12540078.000000 Penalty: 5695.492188
	Iteration 36Q: 3 clusters Score -1.254008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12540092.000000 Penalty: 5695.492188
	Iteration 37Q: 3 clusters Score -1.254009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12540088.000000 Penalty: 5695.492188
	Iteration 38Q: 3 clusters Score -1.254009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12540100.000000 Penalty: 5695.492188
	Iteration 39Q: 3 clusters Score -1.25401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12540120.000000 Penalty: 5695.492188
	Iteration 40F: 3 clusters Score -1.254012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12540119.000000 Penalty: 5695.492188
	Iteration 41Q: 3 clusters Score -1.254012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12540109.000000 Penalty: 5695.492188
	Iteration 42Q: 3 clusters Score -1.254011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12540114.000000 Penalty: 5695.492188
	Iteration 43Q: 3 clusters Score -1.254011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12540108.000000 Penalty: 5695.492188
	Iteration 44Q: 3 clusters Score -1.254011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12540117.000000 Penalty: 5695.492188
	Iteration 45Q: 3 clusters Score -1.254012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12540120.000000 Penalty: 5695.492188
	Iteration 46Q: 3 clusters Score -1.254012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12540121.000000 Penalty: 5695.492188
	Iteration 47Q: 3 clusters Score -1.254012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12540121.000000 Penalty: 5695.492188
	Iteration 48Q: 3 clusters Score -1.254012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -12540121.000000 Penalty: 5695.492188
	Iteration 49Q: 3 clusters Score -1.254012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12540116.000000 Penalty: 5695.492188
	Iteration 50Q: 3 clusters Score -1.254012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12540115.000000 Penalty: 5695.492188
	Iteration 51Q: 3 clusters Score -1.254012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12540122.000000 Penalty: 5695.492188
	Iteration 52Q: 3 clusters Score -1.254012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12540128.000000 Penalty: 5695.492188
	Iteration 53Q: 3 clusters Score -1.254013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12540137.000000 Penalty: 5695.492188
	Iteration 54Q: 3 clusters Score -1.254014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12540139.000000 Penalty: 5695.492188
	Iteration 55Q: 3 clusters Score -1.254014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12540141.000000 Penalty: 5695.492188
	Iteration 56Q: 3 clusters Score -1.254014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12540147.000000 Penalty: 5695.492188
	Iteration 57Q: 3 clusters Score -1.254015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12540149.000000 Penalty: 5695.492188
	Iteration 58Q: 3 clusters Score -1.254015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12540143.000000 Penalty: 5695.492188
	Iteration 59Q: 3 clusters Score -1.254014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12540145.000000 Penalty: 5695.492188
	Iteration 60F: 3 clusters Score -1.254014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12540144.000000 Penalty: 5695.492188
	Iteration 61Q: 3 clusters Score -1.254014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12540139.000000 Penalty: 5695.492188
	Iteration 62Q: 3 clusters Score -1.254014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12540150.000000 Penalty: 5695.492188
	Iteration 63Q: 3 clusters Score -1.254015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12540150.000000 Penalty: 5695.492188
	Iteration 64F: 3 clusters Score -1.254015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Entering Unmasked Estep 
Score: -19988502.000000 Penalty: 2962.343750
	Iteration 0F: 2 clusters Score -1.99885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -19886336.000000 Penalty: 5924.687500
	Iteration 0F: 3 clusters Score -1.988634e+07 nChanged 73736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -19929322.000000 Penalty: 5924.687500
	Iteration 1F: 3 clusters Score -1.992932e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -19930312.000000 Penalty: 5924.687500
	Iteration 2Q: 3 clusters Score -1.993031e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -19931374.000000 Penalty: 5924.687500
	Iteration 3Q: 3 clusters Score -1.993137e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -19932602.000000 Penalty: 5924.687500
	Iteration 4Q: 3 clusters Score -1.99326e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -19934308.000000 Penalty: 5924.687500
	Iteration 5Q: 3 clusters Score -1.993431e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -19937202.000000 Penalty: 5924.687500
	Iteration 6Q: 3 clusters Score -1.99372e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -19941790.000000 Penalty: 5924.687500
	Iteration 7F: 3 clusters Score -1.994179e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -19948740.000000 Penalty: 5924.687500
	Iteration 8F: 3 clusters Score -1.994874e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 112695 members 
Entering Unmasked Estep 
Score: -19956782.000000 Penalty: 5924.687500
	Iteration 9F: 3 clusters Score -1.995678e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -19964516.000000 Penalty: 5924.687500
	Iteration 10F: 3 clusters Score -1.996452e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -19970008.000000 Penalty: 5924.687500
	Iteration 11Q: 3 clusters Score -1.997001e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -19973650.000000 Penalty: 5924.687500
	Iteration 12Q: 3 clusters Score -1.997365e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -19976004.000000 Penalty: 5924.687500
	Iteration 13Q: 3 clusters Score -1.9976e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -19977732.000000 Penalty: 5924.687500
	Iteration 14Q: 3 clusters Score -1.997773e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -19979234.000000 Penalty: 5924.687500
	Iteration 15Q: 3 clusters Score -1.997923e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 142110 members 
Entering Unmasked Estep 
Score: -19980672.000000 Penalty: 5924.687500
	Iteration 16Q: 3 clusters Score -1.998067e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 144239 members 
Entering Unmasked Estep 
Score: -19981850.000000 Penalty: 5924.687500
	Iteration 17Q: 3 clusters Score -1.998185e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -19982896.000000 Penalty: 5924.687500
	Iteration 18Q: 3 clusters Score -1.99829e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -19983766.000000 Penalty: 5924.687500
	Iteration 19Q: 3 clusters Score -1.998377e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -19984452.000000 Penalty: 5924.687500
	Iteration 20F: 3 clusters Score -1.998445e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -19984908.000000 Penalty: 5924.687500
	Iteration 21Q: 3 clusters Score -1.998491e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -19985324.000000 Penalty: 5924.687500
	Iteration 22Q: 3 clusters Score -1.998532e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 150722 members 
Entering Unmasked Estep 
Score: -19985674.000000 Penalty: 5924.687500
	Iteration 23Q: 3 clusters Score -1.998567e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -19985842.000000 Penalty: 5924.687500
	Iteration 24Q: 3 clusters Score -1.998584e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -19986056.000000 Penalty: 5924.687500
	Iteration 25Q: 3 clusters Score -1.998606e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -19986152.000000 Penalty: 5924.687500
	Iteration 26Q: 3 clusters Score -1.998615e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -19986234.000000 Penalty: 5924.687500
	Iteration 27Q: 3 clusters Score -1.998623e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -19986300.000000 Penalty: 5924.687500
	Iteration 28Q: 3 clusters Score -1.99863e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -19986312.000000 Penalty: 5924.687500
	Iteration 29Q: 3 clusters Score -1.998631e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -19986316.000000 Penalty: 5924.687500
	Iteration 30Q: 3 clusters Score -1.998632e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -19986302.000000 Penalty: 5924.687500
	Iteration 31Q: 3 clusters Score -1.99863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -19986314.000000 Penalty: 5924.687500
	Iteration 32Q: 3 clusters Score -1.998631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -19986302.000000 Penalty: 5924.687500
	Iteration 33Q: 3 clusters Score -1.99863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -19986306.000000 Penalty: 5924.687500
	Iteration 34Q: 3 clusters Score -1.998631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -19986360.000000 Penalty: 5924.687500
	Iteration 35Q: 3 clusters Score -1.998636e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -19986360.000000 Penalty: 5924.687500
	Iteration 36Q: 3 clusters Score -1.998636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -19986368.000000 Penalty: 5924.687500
	Iteration 37Q: 3 clusters Score -1.998637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -19986376.000000 Penalty: 5924.687500
	Iteration 38Q: 3 clusters Score -1.998638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -19986364.000000 Penalty: 5924.687500
	Iteration 39Q: 3 clusters Score -1.998636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -19986352.000000 Penalty: 5924.687500
	Iteration 40F: 3 clusters Score -1.998635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -19986358.000000 Penalty: 5924.687500
	Iteration 41Q: 3 clusters Score -1.998636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -19986368.000000 Penalty: 5924.687500
	Iteration 42Q: 3 clusters Score -1.998637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -19986372.000000 Penalty: 5924.687500
	Iteration 43Q: 3 clusters Score -1.998637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -19986356.000000 Penalty: 5924.687500
	Iteration 44Q: 3 clusters Score -1.998636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -19986370.000000 Penalty: 5924.687500
	Iteration 45Q: 3 clusters Score -1.998637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -19986386.000000 Penalty: 5924.687500
	Iteration 46Q: 3 clusters Score -1.998639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -19986382.000000 Penalty: 5924.687500
	Iteration 47Q: 3 clusters Score -1.998638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -19986374.000000 Penalty: 5924.687500
	Iteration 48Q: 3 clusters Score -1.998637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -19986380.000000 Penalty: 5924.687500
	Iteration 49Q: 3 clusters Score -1.998638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -19986382.000000 Penalty: 5924.687500
	Iteration 50Q: 3 clusters Score -1.998638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -19986366.000000 Penalty: 5924.687500
	Iteration 51Q: 3 clusters Score -1.998637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -19986372.000000 Penalty: 5924.687500
	Iteration 52Q: 3 clusters Score -1.998637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -19986370.000000 Penalty: 5924.687500
	Iteration 53Q: 3 clusters Score -1.998637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -19986366.000000 Penalty: 5924.687500
	Iteration 54Q: 3 clusters Score -1.998637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -19986364.000000 Penalty: 5924.687500
	Iteration 55Q: 3 clusters Score -1.998636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -19986370.000000 Penalty: 5924.687500
	Iteration 56Q: 3 clusters Score -1.998637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -19986352.000000 Penalty: 5924.687500
	Iteration 57Q: 3 clusters Score -1.998635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -19986364.000000 Penalty: 5924.687500
	Iteration 58Q: 3 clusters Score -1.998636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -19986354.000000 Penalty: 5924.687500
	Iteration 59Q: 3 clusters Score -1.998635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -19986370.000000 Penalty: 5924.687500
	Iteration 60F: 3 clusters Score -1.998637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -19986358.000000 Penalty: 5924.687500
	Iteration 61Q: 3 clusters Score -1.998636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -19986372.000000 Penalty: 5924.687500
	Iteration 62Q: 3 clusters Score -1.998637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -19986376.000000 Penalty: 5924.687500
	Iteration 63Q: 3 clusters Score -1.998638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -19986378.000000 Penalty: 5924.687500
	Iteration 64Q: 3 clusters Score -1.998638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -19986386.000000 Penalty: 5924.687500
	Iteration 65Q: 3 clusters Score -1.998639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 152621 members 
Entering Unmasked Estep 
Score: -19986388.000000 Penalty: 5924.687500
	Iteration 66Q: 3 clusters Score -1.998639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 152622 members 
Entering Unmasked Estep 
Score: -19986396.000000 Penalty: 5924.687500
	Iteration 67Q: 3 clusters Score -1.99864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -19986378.000000 Penalty: 5924.687500
	Iteration 68Q: 3 clusters Score -1.998638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -19986372.000000 Penalty: 5924.687500
	Iteration 69Q: 3 clusters Score -1.998637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -19986392.000000 Penalty: 5924.687500
	Iteration 70Q: 3 clusters Score -1.998639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -19986388.000000 Penalty: 5924.687500
	Iteration 71Q: 3 clusters Score -1.998639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -19986390.000000 Penalty: 5924.687500
	Iteration 72Q: 3 clusters Score -1.998639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -19986380.000000 Penalty: 5924.687500
	Iteration 73Q: 3 clusters Score -1.998638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -19986388.000000 Penalty: 5924.687500
	Iteration 74Q: 3 clusters Score -1.998639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -19986388.000000 Penalty: 5924.687500
	Iteration 75F: 3 clusters Score -1.998639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -473161.656250 Penalty: 2046.412720
	Iteration 0F: 2 clusters Score -473161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -469333.406250 Penalty: 4092.825439
	Iteration 0F: 3 clusters Score -469333.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -470182.125000 Penalty: 4092.825439
	Iteration 1F: 3 clusters Score -470182.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -470371.468750 Penalty: 4092.825439
	Iteration 2F: 3 clusters Score -470371.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -470479.843750 Penalty: 4092.825439
	Iteration 3Q: 3 clusters Score -470479.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -470553.812500 Penalty: 4092.825439
	Iteration 4Q: 3 clusters Score -470553.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -470611.906250 Penalty: 4092.825439
	Iteration 5Q: 3 clusters Score -470611.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -470655.781250 Penalty: 4092.825439
	Iteration 6Q: 3 clusters Score -470655.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -470691.187500 Penalty: 4092.825439
	Iteration 7Q: 3 clusters Score -470691.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -470715.968750 Penalty: 4092.825439
	Iteration 8Q: 3 clusters Score -470716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -470728.312500 Penalty: 4092.825439
	Iteration 9Q: 3 clusters Score -470728.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -470740.375000 Penalty: 4092.825439
	Iteration 10Q: 3 clusters Score -470740.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -470749.375000 Penalty: 4092.825439
	Iteration 11Q: 3 clusters Score -470749.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -470761.687500 Penalty: 4092.825439
	Iteration 12Q: 3 clusters Score -470761.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -470771.000000 Penalty: 4092.825439
	Iteration 13Q: 3 clusters Score -470771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -470779.125000 Penalty: 4092.825439
	Iteration 14Q: 3 clusters Score -470779.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -470786.937500 Penalty: 4092.825439
	Iteration 15Q: 3 clusters Score -470786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -470796.281250 Penalty: 4092.825439
	Iteration 16Q: 3 clusters Score -470796.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -470809.500000 Penalty: 4092.825439
	Iteration 17Q: 3 clusters Score -470809.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -470819.031250 Penalty: 4092.825439
	Iteration 18Q: 3 clusters Score -470819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -470828.312500 Penalty: 4092.825439
	Iteration 19Q: 3 clusters Score -470828.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -470837.093750 Penalty: 4092.825439
	Iteration 20F: 3 clusters Score -470837.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -470843.125000 Penalty: 4092.825439
	Iteration 21Q: 3 clusters Score -470843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -470850.625000 Penalty: 4092.825439
	Iteration 22Q: 3 clusters Score -470850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -470858.656250 Penalty: 4092.825439
	Iteration 23Q: 3 clusters Score -470858.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -470865.593750 Penalty: 4092.825439
	Iteration 24Q: 3 clusters Score -470865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -470873.500000 Penalty: 4092.825439
	Iteration 25Q: 3 clusters Score -470873.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -470885.375000 Penalty: 4092.825439
	Iteration 26Q: 3 clusters Score -470885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -470897.250000 Penalty: 4092.825439
	Iteration 27Q: 3 clusters Score -470897.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -470908.968750 Penalty: 4092.825439
	Iteration 28Q: 3 clusters Score -470909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -470923.718750 Penalty: 4092.825439
	Iteration 29Q: 3 clusters Score -470923.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470940.437500 Penalty: 4092.825439
	Iteration 30Q: 3 clusters Score -470940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -470950.968750 Penalty: 4092.825439
	Iteration 31Q: 3 clusters Score -470951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -470958.625000 Penalty: 4092.825439
	Iteration 32Q: 3 clusters Score -470958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -470963.687500 Penalty: 4092.825439
	Iteration 33Q: 3 clusters Score -470963.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -470967.187500 Penalty: 4092.825439
	Iteration 34Q: 3 clusters Score -470967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -470971.218750 Penalty: 4092.825439
	Iteration 35Q: 3 clusters Score -470971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -470974.062500 Penalty: 4092.825439
	Iteration 36Q: 3 clusters Score -470974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -470976.718750 Penalty: 4092.825439
	Iteration 37Q: 3 clusters Score -470976.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -470980.312500 Penalty: 4092.825439
	Iteration 38Q: 3 clusters Score -470980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -470983.218750 Penalty: 4092.825439
	Iteration 39Q: 3 clusters Score -470983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -470985.687500 Penalty: 4092.825439
	Iteration 40F: 3 clusters Score -470985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -470987.000000 Penalty: 4092.825439
	Iteration 41Q: 3 clusters Score -470987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -470988.125000 Penalty: 4092.825439
	Iteration 42Q: 3 clusters Score -470988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -470990.937500 Penalty: 4092.825439
	Iteration 43Q: 3 clusters Score -470990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -470993.218750 Penalty: 4092.825439
	Iteration 44Q: 3 clusters Score -470993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -470995.531250 Penalty: 4092.825439
	Iteration 45Q: 3 clusters Score -470995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -470997.562500 Penalty: 4092.825439
	Iteration 46Q: 3 clusters Score -470997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -470999.750000 Penalty: 4092.825439
	Iteration 47Q: 3 clusters Score -470999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -470999.781250 Penalty: 4092.825439
	Iteration 48Q: 3 clusters Score -470999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -471001.031250 Penalty: 4092.825439
	Iteration 49Q: 3 clusters Score -471001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -471001.000000 Penalty: 4092.825439
	Iteration 50Q: 3 clusters Score -471001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -471002.093750 Penalty: 4092.825439
	Iteration 51Q: 3 clusters Score -471002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -471002.875000 Penalty: 4092.825439
	Iteration 52Q: 3 clusters Score -471002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -471003.468750 Penalty: 4092.825439
	Iteration 53Q: 3 clusters Score -471003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -471004.625000 Penalty: 4092.825439
	Iteration 54Q: 3 clusters Score -471004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -471007.437500 Penalty: 4092.825439
	Iteration 55Q: 3 clusters Score -471007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -471009.156250 Penalty: 4092.825439
	Iteration 56Q: 3 clusters Score -471009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -471010.875000 Penalty: 4092.825439
	Iteration 57Q: 3 clusters Score -471010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -471013.375000 Penalty: 4092.825439
	Iteration 58Q: 3 clusters Score -471013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -471014.500000 Penalty: 4092.825439
	Iteration 59Q: 3 clusters Score -471014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -471017.000000 Penalty: 4092.825439
	Iteration 60F: 3 clusters Score -471017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -471017.968750 Penalty: 4092.825439
	Iteration 61Q: 3 clusters Score -471018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -471017.937500 Penalty: 4092.825439
	Iteration 62Q: 3 clusters Score -471017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -471017.937500 Penalty: 4092.825439
	Iteration 63F: 3 clusters Score -471017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Entering Unmasked Estep 
Score: -11840344.000000 Penalty: 2831.243652
	Iteration 0F: 2 clusters Score -1.184034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -11779617.000000 Penalty: 5662.487305
	Iteration 0F: 3 clusters Score -1.177962e+07 nChanged 42804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -11803767.000000 Penalty: 5662.487305
	Iteration 1F: 3 clusters Score -1.180377e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -11804384.000000 Penalty: 5662.487305
	Iteration 2Q: 3 clusters Score -1.180438e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -11805048.000000 Penalty: 5662.487305
	Iteration 3Q: 3 clusters Score -1.180505e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -11805793.000000 Penalty: 5662.487305
	Iteration 4Q: 3 clusters Score -1.180579e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -11806701.000000 Penalty: 5662.487305
	Iteration 5Q: 3 clusters Score -1.18067e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -11807701.000000 Penalty: 5662.487305
	Iteration 6Q: 3 clusters Score -1.18077e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -11809329.000000 Penalty: 5662.487305
	Iteration 7Q: 3 clusters Score -1.180933e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -11811767.000000 Penalty: 5662.487305
	Iteration 8Q: 3 clusters Score -1.181177e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -11815096.000000 Penalty: 5662.487305
	Iteration 9F: 3 clusters Score -1.18151e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -11819087.000000 Penalty: 5662.487305
	Iteration 10F: 3 clusters Score -1.181909e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -11822642.000000 Penalty: 5662.487305
	Iteration 11F: 3 clusters Score -1.182264e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -11824671.000000 Penalty: 5662.487305
	Iteration 12Q: 3 clusters Score -1.182467e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -11825700.000000 Penalty: 5662.487305
	Iteration 13Q: 3 clusters Score -1.18257e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -11826471.000000 Penalty: 5662.487305
	Iteration 14Q: 3 clusters Score -1.182647e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -11827088.000000 Penalty: 5662.487305
	Iteration 15Q: 3 clusters Score -1.182709e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -11827956.000000 Penalty: 5662.487305
	Iteration 16Q: 3 clusters Score -1.182796e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -11828808.000000 Penalty: 5662.487305
	Iteration 17Q: 3 clusters Score -1.182881e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -11829735.000000 Penalty: 5662.487305
	Iteration 18Q: 3 clusters Score -1.182974e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -11830722.000000 Penalty: 5662.487305
	Iteration 19Q: 3 clusters Score -1.183072e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -11831629.000000 Penalty: 5662.487305
	Iteration 20F: 3 clusters Score -1.183163e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -11832641.000000 Penalty: 5662.487305
	Iteration 21Q: 3 clusters Score -1.183264e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -11833627.000000 Penalty: 5662.487305
	Iteration 22Q: 3 clusters Score -1.183363e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -11834578.000000 Penalty: 5662.487305
	Iteration 23Q: 3 clusters Score -1.183458e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -11835367.000000 Penalty: 5662.487305
	Iteration 24Q: 3 clusters Score -1.183537e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -11836040.000000 Penalty: 5662.487305
	Iteration 25Q: 3 clusters Score -1.183604e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -11836629.000000 Penalty: 5662.487305
	Iteration 26Q: 3 clusters Score -1.183663e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -11837094.000000 Penalty: 5662.487305
	Iteration 27Q: 3 clusters Score -1.183709e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -11837444.000000 Penalty: 5662.487305
	Iteration 28Q: 3 clusters Score -1.183744e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11837693.000000 Penalty: 5662.487305
	Iteration 29Q: 3 clusters Score -1.183769e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11837850.000000 Penalty: 5662.487305
	Iteration 30Q: 3 clusters Score -1.183785e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11838011.000000 Penalty: 5662.487305
	Iteration 31Q: 3 clusters Score -1.183801e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11838110.000000 Penalty: 5662.487305
	Iteration 32Q: 3 clusters Score -1.183811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11838158.000000 Penalty: 5662.487305
	Iteration 33Q: 3 clusters Score -1.183816e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11838228.000000 Penalty: 5662.487305
	Iteration 34Q: 3 clusters Score -1.183823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11838245.000000 Penalty: 5662.487305
	Iteration 35Q: 3 clusters Score -1.183824e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11838270.000000 Penalty: 5662.487305
	Iteration 36Q: 3 clusters Score -1.183827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11838295.000000 Penalty: 5662.487305
	Iteration 37Q: 3 clusters Score -1.18383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11838316.000000 Penalty: 5662.487305
	Iteration 38Q: 3 clusters Score -1.183832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11838334.000000 Penalty: 5662.487305
	Iteration 39Q: 3 clusters Score -1.183833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11838314.000000 Penalty: 5662.487305
	Iteration 40F: 3 clusters Score -1.183831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11838330.000000 Penalty: 5662.487305
	Iteration 41Q: 3 clusters Score -1.183833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11838330.000000 Penalty: 5662.487305
	Iteration 42Q: 3 clusters Score -1.183833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11838338.000000 Penalty: 5662.487305
	Iteration 43Q: 3 clusters Score -1.183834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11838341.000000 Penalty: 5662.487305
	Iteration 44Q: 3 clusters Score -1.183834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11838336.000000 Penalty: 5662.487305
	Iteration 45Q: 3 clusters Score -1.183834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11838332.000000 Penalty: 5662.487305
	Iteration 46Q: 3 clusters Score -1.183833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11838331.000000 Penalty: 5662.487305
	Iteration 47Q: 3 clusters Score -1.183833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11838334.000000 Penalty: 5662.487305
	Iteration 48Q: 3 clusters Score -1.183833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11838334.000000 Penalty: 5662.487305
	Iteration 49Q: 3 clusters Score -1.183833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11838334.000000 Penalty: 5662.487305
	Iteration 50Q: 3 clusters Score -1.183833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11838339.000000 Penalty: 5662.487305
	Iteration 51Q: 3 clusters Score -1.183834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11838343.000000 Penalty: 5662.487305
	Iteration 52Q: 3 clusters Score -1.183834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11838341.000000 Penalty: 5662.487305
	Iteration 53Q: 3 clusters Score -1.183834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11838337.000000 Penalty: 5662.487305
	Iteration 54Q: 3 clusters Score -1.183834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11838337.000000 Penalty: 5662.487305
	Iteration 55F: 3 clusters Score -1.183834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Entering Unmasked Estep 
Score: -24921774.000000 Penalty: 3018.068848
	Iteration 0F: 2 clusters Score -2.492177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -24796182.000000 Penalty: 6036.137695
	Iteration 0F: 3 clusters Score -2.479618e+07 nChanged 92689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -24850676.000000 Penalty: 6036.137695
	Iteration 1F: 3 clusters Score -2.485068e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -24853020.000000 Penalty: 6036.137695
	Iteration 2Q: 3 clusters Score -2.485302e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -24857850.000000 Penalty: 6036.137695
	Iteration 3F: 3 clusters Score -2.485785e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -24866916.000000 Penalty: 6036.137695
	Iteration 4F: 3 clusters Score -2.486692e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -24881834.000000 Penalty: 6036.137695
	Iteration 5F: 3 clusters Score -2.488183e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -24899476.000000 Penalty: 6036.137695
	Iteration 6F: 3 clusters Score -2.489948e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183891 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -24912244.000000 Penalty: 6036.137695
	Iteration 7F: 3 clusters Score -2.491224e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -24917410.000000 Penalty: 6036.137695
	Iteration 8Q: 3 clusters Score -2.491741e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -24918712.000000 Penalty: 6036.137695
	Iteration 9Q: 3 clusters Score -2.491871e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -24919132.000000 Penalty: 6036.137695
	Iteration 10Q: 3 clusters Score -2.491913e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192042 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24919334.000000 Penalty: 6036.137695
	Iteration 11Q: 3 clusters Score -2.491933e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -24919424.000000 Penalty: 6036.137695
	Iteration 12Q: 3 clusters Score -2.491942e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192131 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24919512.000000 Penalty: 6036.137695
	Iteration 13Q: 3 clusters Score -2.491951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192136 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -24919562.000000 Penalty: 6036.137695
	Iteration 14Q: 3 clusters Score -2.491956e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192131 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24919584.000000 Penalty: 6036.137695
	Iteration 15Q: 3 clusters Score -2.491958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192128 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -24919622.000000 Penalty: 6036.137695
	Iteration 16Q: 3 clusters Score -2.491962e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192125 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -24919652.000000 Penalty: 6036.137695
	Iteration 17Q: 3 clusters Score -2.491965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -24919712.000000 Penalty: 6036.137695
	Iteration 18Q: 3 clusters Score -2.491971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192098 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -24919716.000000 Penalty: 6036.137695
	Iteration 19Q: 3 clusters Score -2.491972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192090 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -24919740.000000 Penalty: 6036.137695
	Iteration 20F: 3 clusters Score -2.491974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24919746.000000 Penalty: 6036.137695
	Iteration 21Q: 3 clusters Score -2.491975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192084 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24919750.000000 Penalty: 6036.137695
	Iteration 22Q: 3 clusters Score -2.491975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192081 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24919742.000000 Penalty: 6036.137695
	Iteration 23Q: 3 clusters Score -2.491974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192082 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24919750.000000 Penalty: 6036.137695
	Iteration 24Q: 3 clusters Score -2.491975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24919748.000000 Penalty: 6036.137695
	Iteration 25Q: 3 clusters Score -2.491975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24919748.000000 Penalty: 6036.137695
	Iteration 26F: 3 clusters Score -2.491975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -196917.750000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -196917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194597.234375 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -194597.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -194939.156250 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -194939.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -195036.156250 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -195036.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -195085.140625 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -195085.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195116.062500 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -195116.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195137.968750 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -195138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195149.687500 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -195149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -195154.125000 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -195154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -195156.703125 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -195156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -195158.421875 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -195158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -195162.093750 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -195162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195164.218750 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -195164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -195167.000000 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -195167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195172.109375 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -195172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -195176.578125 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -195176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195183.218750 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -195183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195187.218750 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -195187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195193.406250 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -195193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -195194.921875 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -195194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195195.640625 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -195195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195196.984375 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -195197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -195198.765625 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -195198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -195200.015625 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -195200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -195200.453125 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -195200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -195202.140625 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -195202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -195202.140625 Penalty: 3632.619873
	Iteration 25F: 3 clusters Score -195202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1414705.125000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1414705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1406302.625000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1406303 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1408782.875000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1408783 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1409101.875000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1409102 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1409357.000000 Penalty: 4625.955078
	Iteration 3F: 3 clusters Score -1409357 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1409542.125000 Penalty: 4625.955078
	Iteration 4Q: 3 clusters Score -1409542 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1409691.875000 Penalty: 4625.955078
	Iteration 5Q: 3 clusters Score -1409692 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1409807.125000 Penalty: 4625.955078
	Iteration 6Q: 3 clusters Score -1409807 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1409903.875000 Penalty: 4625.955078
	Iteration 7Q: 3 clusters Score -1409904 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1409993.875000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1409994 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1410082.875000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1410083 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1410173.000000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1410173 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1410260.250000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1410260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1410337.000000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1410337 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1410417.875000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1410418 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1410489.000000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1410489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1410543.375000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1410543 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1410607.375000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1410607 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1410670.625000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1410671 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1410745.250000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1410745 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1410806.750000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1410807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1410874.000000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1410874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1410938.000000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1410938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1411003.125000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1411003 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1411083.000000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1411083 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1411170.750000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1411171 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1411239.000000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1411239 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1411303.875000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1411304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1411358.750000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1411359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1411405.875000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1411406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1411457.750000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1411458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1411503.875000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1411504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1411562.875000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1411563 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1411639.500000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1411640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1411711.000000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1411711 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1411784.000000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1411784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1411843.125000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1411843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1411897.500000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1411898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1411938.750000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1411939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1411987.000000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1411987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1412063.250000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1412063 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1412138.500000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1412138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1412205.625000 Penalty: 4625.955078
	Iteration 41Q: 3 clusters Score -1412206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1412298.000000 Penalty: 4625.955078
	Iteration 42Q: 3 clusters Score -1412298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1412409.625000 Penalty: 4625.955078
	Iteration 43Q: 3 clusters Score -1412410 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1412526.500000 Penalty: 4625.955078
	Iteration 44Q: 3 clusters Score -1412526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1412637.750000 Penalty: 4625.955078
	Iteration 45Q: 3 clusters Score -1412638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1412734.500000 Penalty: 4625.955078
	Iteration 46Q: 3 clusters Score -1412734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1412816.250000 Penalty: 4625.955078
	Iteration 47Q: 3 clusters Score -1412816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1412874.250000 Penalty: 4625.955078
	Iteration 48Q: 3 clusters Score -1412874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1412923.500000 Penalty: 4625.955078
	Iteration 49Q: 3 clusters Score -1412924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1412960.250000 Penalty: 4625.955078
	Iteration 50Q: 3 clusters Score -1412960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1412990.750000 Penalty: 4625.955078
	Iteration 51Q: 3 clusters Score -1412991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1413008.875000 Penalty: 4625.955078
	Iteration 52Q: 3 clusters Score -1413009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1413022.750000 Penalty: 4625.955078
	Iteration 53Q: 3 clusters Score -1413023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1413033.750000 Penalty: 4625.955078
	Iteration 54Q: 3 clusters Score -1413034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1413060.000000 Penalty: 4625.955078
	Iteration 55Q: 3 clusters Score -1413060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1413078.750000 Penalty: 4625.955078
	Iteration 56Q: 3 clusters Score -1413079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1413095.250000 Penalty: 4625.955078
	Iteration 57Q: 3 clusters Score -1413095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1413112.875000 Penalty: 4625.955078
	Iteration 58Q: 3 clusters Score -1413113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1413122.875000 Penalty: 4625.955078
	Iteration 59Q: 3 clusters Score -1413123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1413137.750000 Penalty: 4625.955078
	Iteration 60F: 3 clusters Score -1413138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1413144.625000 Penalty: 4625.955078
	Iteration 61Q: 3 clusters Score -1413145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1413159.000000 Penalty: 4625.955078
	Iteration 62Q: 3 clusters Score -1413159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1413170.750000 Penalty: 4625.955078
	Iteration 63Q: 3 clusters Score -1413171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1413180.000000 Penalty: 4625.955078
	Iteration 64Q: 3 clusters Score -1413180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1413199.625000 Penalty: 4625.955078
	Iteration 65Q: 3 clusters Score -1413200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1413216.250000 Penalty: 4625.955078
	Iteration 66Q: 3 clusters Score -1413216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1413229.875000 Penalty: 4625.955078
	Iteration 67Q: 3 clusters Score -1413230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1413248.250000 Penalty: 4625.955078
	Iteration 68Q: 3 clusters Score -1413248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1413269.875000 Penalty: 4625.955078
	Iteration 69Q: 3 clusters Score -1413270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1413280.500000 Penalty: 4625.955078
	Iteration 70Q: 3 clusters Score -1413280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1413292.625000 Penalty: 4625.955078
	Iteration 71Q: 3 clusters Score -1413293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1413303.125000 Penalty: 4625.955078
	Iteration 72Q: 3 clusters Score -1413303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1413313.750000 Penalty: 4625.955078
	Iteration 73Q: 3 clusters Score -1413314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1413328.125000 Penalty: 4625.955078
	Iteration 74Q: 3 clusters Score -1413328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1413347.875000 Penalty: 4625.955078
	Iteration 75Q: 3 clusters Score -1413348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1413359.000000 Penalty: 4625.955078
	Iteration 76Q: 3 clusters Score -1413359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1413374.000000 Penalty: 4625.955078
	Iteration 77Q: 3 clusters Score -1413374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1413397.000000 Penalty: 4625.955078
	Iteration 78Q: 3 clusters Score -1413397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1413415.750000 Penalty: 4625.955078
	Iteration 79Q: 3 clusters Score -1413416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1413442.375000 Penalty: 4625.955078
	Iteration 80F: 3 clusters Score -1413442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1413462.875000 Penalty: 4625.955078
	Iteration 81Q: 3 clusters Score -1413463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1413478.875000 Penalty: 4625.955078
	Iteration 82Q: 3 clusters Score -1413479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1413497.000000 Penalty: 4625.955078
	Iteration 83Q: 3 clusters Score -1413497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1413504.250000 Penalty: 4625.955078
	Iteration 84Q: 3 clusters Score -1413504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1413518.625000 Penalty: 4625.955078
	Iteration 85Q: 3 clusters Score -1413519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1413533.250000 Penalty: 4625.955078
	Iteration 86Q: 3 clusters Score -1413533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1413545.500000 Penalty: 4625.955078
	Iteration 87Q: 3 clusters Score -1413546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1413558.625000 Penalty: 4625.955078
	Iteration 88Q: 3 clusters Score -1413559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1413564.875000 Penalty: 4625.955078
	Iteration 89Q: 3 clusters Score -1413565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1413572.250000 Penalty: 4625.955078
	Iteration 90Q: 3 clusters Score -1413572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1413578.625000 Penalty: 4625.955078
	Iteration 91Q: 3 clusters Score -1413579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1413583.625000 Penalty: 4625.955078
	Iteration 92Q: 3 clusters Score -1413584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1413585.750000 Penalty: 4625.955078
	Iteration 93Q: 3 clusters Score -1413586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1413591.750000 Penalty: 4625.955078
	Iteration 94Q: 3 clusters Score -1413592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1413589.500000 Penalty: 4625.955078
	Iteration 95Q: 3 clusters Score -1413590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1413591.125000 Penalty: 4625.955078
	Iteration 96Q: 3 clusters Score -1413591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1413598.750000 Penalty: 4625.955078
	Iteration 97Q: 3 clusters Score -1413599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1413600.750000 Penalty: 4625.955078
	Iteration 98Q: 3 clusters Score -1413601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1413603.625000 Penalty: 4625.955078
	Iteration 99Q: 3 clusters Score -1413604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1413607.500000 Penalty: 4625.955078
	Iteration 100F: 3 clusters Score -1413608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1413612.125000 Penalty: 4625.955078
	Iteration 101Q: 3 clusters Score -1413612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1413615.125000 Penalty: 4625.955078
	Iteration 102Q: 3 clusters Score -1413615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1413619.375000 Penalty: 4625.955078
	Iteration 103Q: 3 clusters Score -1413619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1413619.375000 Penalty: 4625.955078
	Iteration 104Q: 3 clusters Score -1413619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1413622.625000 Penalty: 4625.955078
	Iteration 105Q: 3 clusters Score -1413623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1413621.875000 Penalty: 4625.955078
	Iteration 106Q: 3 clusters Score -1413622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1413622.000000 Penalty: 4625.955078
	Iteration 107Q: 3 clusters Score -1413622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1413622.375000 Penalty: 4625.955078
	Iteration 108Q: 3 clusters Score -1413622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1413621.000000 Penalty: 4625.955078
	Iteration 109Q: 3 clusters Score -1413621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1413621.750000 Penalty: 4625.955078
	Iteration 110Q: 3 clusters Score -1413622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1413621.750000 Penalty: 4625.955078
	Iteration 111F: 3 clusters Score -1413622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -729468.750000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -729468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -724358.312500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -724358.3 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -725550.500000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -725550.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -725813.562500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -725813.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -726043.875000 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -726043.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -726213.500000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -726213.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -726385.000000 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -726385 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -726601.437500 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -726601.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -726851.187500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -726851.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -727135.437500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -727135.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -727407.562500 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -727407.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -727662.750000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -727662.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -727923.750000 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -727923.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -728130.000000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -728130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -728249.000000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -728249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -728358.937500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -728358.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -728437.812500 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -728437.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -728483.562500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -728483.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -728514.562500 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -728514.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -728533.000000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -728533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -728548.750000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -728548.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -728555.250000 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -728555.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -728561.000000 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -728561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -728564.875000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -728564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -728565.875000 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -728565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -728568.875000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -728568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -728569.875000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -728569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -728571.125000 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -728571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -728571.125000 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -728571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -728571.125000 Penalty: 4310.725098
	Iteration 28F: 3 clusters Score -728571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -152175.609375 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -152175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149997.703125 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -149997.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -150567.671875 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -150567.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151015.375000 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -151015.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151422.156250 Penalty: 3584.920654
	Iteration 3F: 3 clusters Score -151422.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -151814.187500 Penalty: 3584.920654
	Iteration 4F: 3 clusters Score -151814.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152103.343750 Penalty: 3584.920654
	Iteration 5F: 3 clusters Score -152103.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152210.968750 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -152211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152245.796875 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -152245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152266.546875 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -152266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152279.281250 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -152279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152284.906250 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -152284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152290.250000 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -152290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152294.125000 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -152294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152297.921875 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -152297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152314.437500 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -152314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152323.109375 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -152323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152332.625000 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -152332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152351.750000 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -152351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152399.734375 Penalty: 3584.920654
	Iteration 18Q: 3 clusters Score -152399.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152545.515625 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -152545.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152626.906250 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -152626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -152633.937500 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -152633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152640.343750 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -152640.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152665.125000 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -152665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152681.125000 Penalty: 3584.920654
	Iteration 24Q: 3 clusters Score -152681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152693.750000 Penalty: 3584.920654
	Iteration 25Q: 3 clusters Score -152693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152719.125000 Penalty: 3584.920654
	Iteration 26Q: 3 clusters Score -152719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152735.625000 Penalty: 3584.920654
	Iteration 27Q: 3 clusters Score -152735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152740.187500 Penalty: 3584.920654
	Iteration 28Q: 3 clusters Score -152740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152740.187500 Penalty: 3584.920654
	Iteration 29F: 3 clusters Score -152740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 143610 members 
Mstep: Class 3 contains 222986 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 154035 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90790 members 
Mstep: Class 9 contains 192843 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Mstep: Class 23 contains 761 members 
Entering Unmasked Estep 
Score: -138553824.000000 Penalty: 79307.039062
Splitting cluster 13 changes total score from -138554848.000000 to -138553824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -65518.859375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -65518.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63961.171875 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -63961.17 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64155.828125 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -64155.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64208.496094 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -64208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64241.566406 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -64241.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64243.597656 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -64243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64244.781250 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -64244.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64249.007812 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -64249.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64249.007812 Penalty: 3126.099121
	Iteration 7F: 3 clusters Score -64249.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Entering Unmasked Estep 
Score: -5910093.000000 Penalty: 2658.806885
	Iteration 0F: 2 clusters Score -5910093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -5879549.500000 Penalty: 5317.613770
	Iteration 0F: 3 clusters Score -5879550 nChanged 20988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5891036.500000 Penalty: 5317.613770
	Iteration 1F: 3 clusters Score -5891036 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5891552.000000 Penalty: 5317.613770
	Iteration 2Q: 3 clusters Score -5891552 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5892141.000000 Penalty: 5317.613770
	Iteration 3Q: 3 clusters Score -5892141 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5893050.000000 Penalty: 5317.613770
	Iteration 4Q: 3 clusters Score -5893050 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5894412.500000 Penalty: 5317.613770
	Iteration 5F: 3 clusters Score -5894412 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5896566.500000 Penalty: 5317.613770
	Iteration 6F: 3 clusters Score -5896566 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -5899687.500000 Penalty: 5317.613770
	Iteration 7F: 3 clusters Score -5899688 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5902902.000000 Penalty: 5317.613770
	Iteration 8F: 3 clusters Score -5902902 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5905332.000000 Penalty: 5317.613770
	Iteration 9F: 3 clusters Score -5905332 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5906760.500000 Penalty: 5317.613770
	Iteration 10Q: 3 clusters Score -5906760 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5907458.500000 Penalty: 5317.613770
	Iteration 11Q: 3 clusters Score -5907458 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5907794.000000 Penalty: 5317.613770
	Iteration 12Q: 3 clusters Score -5907794 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5907936.000000 Penalty: 5317.613770
	Iteration 13Q: 3 clusters Score -5907936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5908056.000000 Penalty: 5317.613770
	Iteration 14Q: 3 clusters Score -5908056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5908102.500000 Penalty: 5317.613770
	Iteration 15Q: 3 clusters Score -5908102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5908144.000000 Penalty: 5317.613770
	Iteration 16Q: 3 clusters Score -5908144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5908144.000000 Penalty: 5317.613770
	Iteration 17Q: 3 clusters Score -5908144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5908158.000000 Penalty: 5317.613770
	Iteration 18Q: 3 clusters Score -5908158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5908150.000000 Penalty: 5317.613770
	Iteration 19Q: 3 clusters Score -5908150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5908162.000000 Penalty: 5317.613770
	Iteration 20F: 3 clusters Score -5908162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5908159.000000 Penalty: 5317.613770
	Iteration 21Q: 3 clusters Score -5908159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5908161.500000 Penalty: 5317.613770
	Iteration 22Q: 3 clusters Score -5908162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5908166.500000 Penalty: 5317.613770
	Iteration 23Q: 3 clusters Score -5908166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5908174.000000 Penalty: 5317.613770
	Iteration 24Q: 3 clusters Score -5908174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5908176.500000 Penalty: 5317.613770
	Iteration 25Q: 3 clusters Score -5908176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5908179.500000 Penalty: 5317.613770
	Iteration 26Q: 3 clusters Score -5908180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5908180.000000 Penalty: 5317.613770
	Iteration 27Q: 3 clusters Score -5908180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5908183.500000 Penalty: 5317.613770
	Iteration 28Q: 3 clusters Score -5908184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5908184.500000 Penalty: 5317.613770
	Iteration 29Q: 3 clusters Score -5908184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5908179.000000 Penalty: 5317.613770
	Iteration 30Q: 3 clusters Score -5908179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5908177.500000 Penalty: 5317.613770
	Iteration 31Q: 3 clusters Score -5908178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5908173.500000 Penalty: 5317.613770
	Iteration 32Q: 3 clusters Score -5908174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5908180.000000 Penalty: 5317.613770
	Iteration 33Q: 3 clusters Score -5908180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5908171.500000 Penalty: 5317.613770
	Iteration 34Q: 3 clusters Score -5908172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5908185.500000 Penalty: 5317.613770
	Iteration 35Q: 3 clusters Score -5908186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5908188.500000 Penalty: 5317.613770
	Iteration 36Q: 3 clusters Score -5908188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5908191.000000 Penalty: 5317.613770
	Iteration 37Q: 3 clusters Score -5908191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5908184.000000 Penalty: 5317.613770
	Iteration 38Q: 3 clusters Score -5908184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5908194.500000 Penalty: 5317.613770
	Iteration 39Q: 3 clusters Score -5908194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5908189.500000 Penalty: 5317.613770
	Iteration 40F: 3 clusters Score -5908190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5908190.500000 Penalty: 5317.613770
	Iteration 41Q: 3 clusters Score -5908190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5908192.500000 Penalty: 5317.613770
	Iteration 42Q: 3 clusters Score -5908192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5908187.500000 Penalty: 5317.613770
	Iteration 43Q: 3 clusters Score -5908188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5908189.500000 Penalty: 5317.613770
	Iteration 44Q: 3 clusters Score -5908190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5908184.000000 Penalty: 5317.613770
	Iteration 45Q: 3 clusters Score -5908184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5908183.500000 Penalty: 5317.613770
	Iteration 46Q: 3 clusters Score -5908184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5908183.500000 Penalty: 5317.613770
	Iteration 47Q: 3 clusters Score -5908184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5908183.500000 Penalty: 5317.613770
	Iteration 48Q: 3 clusters Score -5908184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5908186.000000 Penalty: 5317.613770
	Iteration 49Q: 3 clusters Score -5908186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5908181.500000 Penalty: 5317.613770
	Iteration 50Q: 3 clusters Score -5908182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5908186.000000 Penalty: 5317.613770
	Iteration 51Q: 3 clusters Score -5908186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5908195.500000 Penalty: 5317.613770
	Iteration 52Q: 3 clusters Score -5908196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5908196.000000 Penalty: 5317.613770
	Iteration 53Q: 3 clusters Score -5908196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5908197.500000 Penalty: 5317.613770
	Iteration 54Q: 3 clusters Score -5908198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5908198.000000 Penalty: 5317.613770
	Iteration 55Q: 3 clusters Score -5908198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5908200.000000 Penalty: 5317.613770
	Iteration 56Q: 3 clusters Score -5908200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5908206.500000 Penalty: 5317.613770
	Iteration 57Q: 3 clusters Score -5908206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5908206.500000 Penalty: 5317.613770
	Iteration 58F: 3 clusters Score -5908206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -102131.296875 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -102131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100306.046875 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -100306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100772.343750 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -100772.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101347.953125 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -101348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -102057.273438 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -102057.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -103159.218750 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -103159.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -103307.062500 Penalty: 3383.269287
	Iteration 5F: 3 clusters Score -103307.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -103374.343750 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -103374.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -103428.820312 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -103428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -103458.281250 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -103458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -103483.273438 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -103483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -103488.296875 Penalty: 3383.269287
	Iteration 10Q: 3 clusters Score -103488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -103496.710938 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -103496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -103500.671875 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -103500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -103505.960938 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -103506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -103505.960938 Penalty: 3383.269287
	Iteration 14F: 3 clusters Score -103506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 143610 members 
Mstep: Class 3 contains 222986 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 154035 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90790 members 
Mstep: Class 9 contains 192843 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Mstep: Class 23 contains 87 members 
Entering Unmasked Estep 
Score: -138554240.000000 Penalty: 79307.039062
Splitting cluster 16 changes total score from -138554848.000000 to -138554240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (41114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Entering Unmasked Estep 
Score: -5213842.000000 Penalty: 2634.777588
	Iteration 0F: 2 clusters Score -5213842 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 20584 members 
Entering Unmasked Estep 
Score: -5186132.000000 Penalty: 5269.555176
	Iteration 0F: 3 clusters Score -5186132 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5196401.500000 Penalty: 5269.555176
	Iteration 1F: 3 clusters Score -5196402 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5196857.000000 Penalty: 5269.555176
	Iteration 2Q: 3 clusters Score -5196857 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5197215.000000 Penalty: 5269.555176
	Iteration 3Q: 3 clusters Score -5197215 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5197546.500000 Penalty: 5269.555176
	Iteration 4Q: 3 clusters Score -5197546 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5197925.500000 Penalty: 5269.555176
	Iteration 5Q: 3 clusters Score -5197926 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -5198355.000000 Penalty: 5269.555176
	Iteration 6Q: 3 clusters Score -5198355 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5198996.500000 Penalty: 5269.555176
	Iteration 7Q: 3 clusters Score -5198996 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5199836.500000 Penalty: 5269.555176
	Iteration 8Q: 3 clusters Score -5199836 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5201073.000000 Penalty: 5269.555176
	Iteration 9Q: 3 clusters Score -5201073 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5202595.000000 Penalty: 5269.555176
	Iteration 10F: 3 clusters Score -5202595 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5204054.500000 Penalty: 5269.555176
	Iteration 11F: 3 clusters Score -5204054 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5205290.500000 Penalty: 5269.555176
	Iteration 12F: 3 clusters Score -5205290 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5206048.000000 Penalty: 5269.555176
	Iteration 13Q: 3 clusters Score -5206048 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -5206442.500000 Penalty: 5269.555176
	Iteration 14Q: 3 clusters Score -5206442 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5206691.500000 Penalty: 5269.555176
	Iteration 15Q: 3 clusters Score -5206692 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5206827.000000 Penalty: 5269.555176
	Iteration 16Q: 3 clusters Score -5206827 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5206970.000000 Penalty: 5269.555176
	Iteration 17Q: 3 clusters Score -5206970 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5207113.000000 Penalty: 5269.555176
	Iteration 18Q: 3 clusters Score -5207113 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -5207260.000000 Penalty: 5269.555176
	Iteration 19Q: 3 clusters Score -5207260 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -5207389.000000 Penalty: 5269.555176
	Iteration 20F: 3 clusters Score -5207389 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5207535.500000 Penalty: 5269.555176
	Iteration 21Q: 3 clusters Score -5207536 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -5207720.000000 Penalty: 5269.555176
	Iteration 22Q: 3 clusters Score -5207720 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -5207890.500000 Penalty: 5269.555176
	Iteration 23Q: 3 clusters Score -5207890 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -5208084.000000 Penalty: 5269.555176
	Iteration 24Q: 3 clusters Score -5208084 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5208326.000000 Penalty: 5269.555176
	Iteration 25Q: 3 clusters Score -5208326 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5208544.500000 Penalty: 5269.555176
	Iteration 26Q: 3 clusters Score -5208544 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5208838.500000 Penalty: 5269.555176
	Iteration 27Q: 3 clusters Score -5208838 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5209200.000000 Penalty: 5269.555176
	Iteration 28Q: 3 clusters Score -5209200 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5209533.500000 Penalty: 5269.555176
	Iteration 29Q: 3 clusters Score -5209534 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5209826.500000 Penalty: 5269.555176
	Iteration 30Q: 3 clusters Score -5209826 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5210099.500000 Penalty: 5269.555176
	Iteration 31Q: 3 clusters Score -5210100 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5210363.000000 Penalty: 5269.555176
	Iteration 32Q: 3 clusters Score -5210363 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5210559.500000 Penalty: 5269.555176
	Iteration 33Q: 3 clusters Score -5210560 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5210728.000000 Penalty: 5269.555176
	Iteration 34Q: 3 clusters Score -5210728 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5210903.000000 Penalty: 5269.555176
	Iteration 35Q: 3 clusters Score -5210903 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5211023.500000 Penalty: 5269.555176
	Iteration 36Q: 3 clusters Score -5211024 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5211136.500000 Penalty: 5269.555176
	Iteration 37Q: 3 clusters Score -5211136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5211223.000000 Penalty: 5269.555176
	Iteration 38Q: 3 clusters Score -5211223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5211287.500000 Penalty: 5269.555176
	Iteration 39Q: 3 clusters Score -5211288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -5211341.000000 Penalty: 5269.555176
	Iteration 40F: 3 clusters Score -5211341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5211385.000000 Penalty: 5269.555176
	Iteration 41Q: 3 clusters Score -5211385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5211410.500000 Penalty: 5269.555176
	Iteration 42Q: 3 clusters Score -5211410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5211449.500000 Penalty: 5269.555176
	Iteration 43Q: 3 clusters Score -5211450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5211477.000000 Penalty: 5269.555176
	Iteration 44Q: 3 clusters Score -5211477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5211499.500000 Penalty: 5269.555176
	Iteration 45Q: 3 clusters Score -5211500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5211512.500000 Penalty: 5269.555176
	Iteration 46Q: 3 clusters Score -5211512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5211526.000000 Penalty: 5269.555176
	Iteration 47Q: 3 clusters Score -5211526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5211548.500000 Penalty: 5269.555176
	Iteration 48Q: 3 clusters Score -5211548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5211566.000000 Penalty: 5269.555176
	Iteration 49Q: 3 clusters Score -5211566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5211572.500000 Penalty: 5269.555176
	Iteration 50Q: 3 clusters Score -5211572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5211569.000000 Penalty: 5269.555176
	Iteration 51Q: 3 clusters Score -5211569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5211582.500000 Penalty: 5269.555176
	Iteration 52Q: 3 clusters Score -5211582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5211590.000000 Penalty: 5269.555176
	Iteration 53Q: 3 clusters Score -5211590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5211596.500000 Penalty: 5269.555176
	Iteration 54Q: 3 clusters Score -5211596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5211596.500000 Penalty: 5269.555176
	Iteration 55Q: 3 clusters Score -5211596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5211603.500000 Penalty: 5269.555176
	Iteration 56Q: 3 clusters Score -5211604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5211608.000000 Penalty: 5269.555176
	Iteration 57Q: 3 clusters Score -5211608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5211615.500000 Penalty: 5269.555176
	Iteration 58Q: 3 clusters Score -5211616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5211614.500000 Penalty: 5269.555176
	Iteration 59Q: 3 clusters Score -5211614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5211612.000000 Penalty: 5269.555176
	Iteration 60F: 3 clusters Score -5211612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5211617.000000 Penalty: 5269.555176
	Iteration 61Q: 3 clusters Score -5211617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5211625.500000 Penalty: 5269.555176
	Iteration 62Q: 3 clusters Score -5211626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5211636.000000 Penalty: 5269.555176
	Iteration 63Q: 3 clusters Score -5211636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5211649.500000 Penalty: 5269.555176
	Iteration 64Q: 3 clusters Score -5211650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5211650.000000 Penalty: 5269.555176
	Iteration 65Q: 3 clusters Score -5211650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5211654.000000 Penalty: 5269.555176
	Iteration 66Q: 3 clusters Score -5211654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5211654.500000 Penalty: 5269.555176
	Iteration 67Q: 3 clusters Score -5211654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5211657.000000 Penalty: 5269.555176
	Iteration 68Q: 3 clusters Score -5211657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5211658.500000 Penalty: 5269.555176
	Iteration 69Q: 3 clusters Score -5211658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5211659.500000 Penalty: 5269.555176
	Iteration 70Q: 3 clusters Score -5211660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5211662.500000 Penalty: 5269.555176
	Iteration 71Q: 3 clusters Score -5211662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5211663.500000 Penalty: 5269.555176
	Iteration 72Q: 3 clusters Score -5211664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5211663.500000 Penalty: 5269.555176
	Iteration 73F: 3 clusters Score -5211664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27478.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27478.76 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 125 members 
Entering Unmasked Estep 
Score: -26246.488281 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26246.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26339.576172 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26339.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26365.509766 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26365.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26372.578125 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26372.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26372.578125 Penalty: 2744.561279
	Iteration 4F: 3 clusters Score -26372.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Entering Unmasked Estep 
Score: -8153468.500000 Penalty: 2740.522217
	Iteration 0F: 2 clusters Score -8153468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -8111424.500000 Penalty: 5481.044434
	Iteration 0F: 3 clusters Score -8111424 nChanged 29222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -8127647.500000 Penalty: 5481.044434
	Iteration 1F: 3 clusters Score -8127648 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8128269.000000 Penalty: 5481.044434
	Iteration 2Q: 3 clusters Score -8128269 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -8128947.000000 Penalty: 5481.044434
	Iteration 3Q: 3 clusters Score -8128947 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -8129732.500000 Penalty: 5481.044434
	Iteration 4Q: 3 clusters Score -8129732 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8130786.000000 Penalty: 5481.044434
	Iteration 5Q: 3 clusters Score -8130786 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8132134.000000 Penalty: 5481.044434
	Iteration 6Q: 3 clusters Score -8132134 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8134019.500000 Penalty: 5481.044434
	Iteration 7F: 3 clusters Score -8134020 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -8136586.500000 Penalty: 5481.044434
	Iteration 8F: 3 clusters Score -8136586 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -8139679.500000 Penalty: 5481.044434
	Iteration 9F: 3 clusters Score -8139680 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -8142622.000000 Penalty: 5481.044434
	Iteration 10F: 3 clusters Score -8142622 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -8145246.500000 Penalty: 5481.044434
	Iteration 11F: 3 clusters Score -8145246 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8147334.000000 Penalty: 5481.044434
	Iteration 12Q: 3 clusters Score -8147334 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8148813.000000 Penalty: 5481.044434
	Iteration 13Q: 3 clusters Score -8148813 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8149655.500000 Penalty: 5481.044434
	Iteration 14Q: 3 clusters Score -8149656 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8150151.500000 Penalty: 5481.044434
	Iteration 15Q: 3 clusters Score -8150152 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8150442.000000 Penalty: 5481.044434
	Iteration 16Q: 3 clusters Score -8150442 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8150615.000000 Penalty: 5481.044434
	Iteration 17Q: 3 clusters Score -8150615 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8150732.500000 Penalty: 5481.044434
	Iteration 18Q: 3 clusters Score -8150732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8150827.500000 Penalty: 5481.044434
	Iteration 19Q: 3 clusters Score -8150828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8150880.000000 Penalty: 5481.044434
	Iteration 20F: 3 clusters Score -8150880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8150903.500000 Penalty: 5481.044434
	Iteration 21Q: 3 clusters Score -8150904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8150943.000000 Penalty: 5481.044434
	Iteration 22Q: 3 clusters Score -8150943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8150963.000000 Penalty: 5481.044434
	Iteration 23Q: 3 clusters Score -8150963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8150983.500000 Penalty: 5481.044434
	Iteration 24Q: 3 clusters Score -8150984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8151001.000000 Penalty: 5481.044434
	Iteration 25Q: 3 clusters Score -8151001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8151031.000000 Penalty: 5481.044434
	Iteration 26Q: 3 clusters Score -8151031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8151029.500000 Penalty: 5481.044434
	Iteration 27Q: 3 clusters Score -8151030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8151037.500000 Penalty: 5481.044434
	Iteration 28Q: 3 clusters Score -8151038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8151052.500000 Penalty: 5481.044434
	Iteration 29Q: 3 clusters Score -8151052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8151060.500000 Penalty: 5481.044434
	Iteration 30Q: 3 clusters Score -8151060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8151071.500000 Penalty: 5481.044434
	Iteration 31Q: 3 clusters Score -8151072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8151082.500000 Penalty: 5481.044434
	Iteration 32Q: 3 clusters Score -8151082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8151088.500000 Penalty: 5481.044434
	Iteration 33Q: 3 clusters Score -8151088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8151098.500000 Penalty: 5481.044434
	Iteration 34Q: 3 clusters Score -8151098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8151099.000000 Penalty: 5481.044434
	Iteration 35Q: 3 clusters Score -8151099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8151106.000000 Penalty: 5481.044434
	Iteration 36Q: 3 clusters Score -8151106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8151104.000000 Penalty: 5481.044434
	Iteration 37Q: 3 clusters Score -8151104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8151112.000000 Penalty: 5481.044434
	Iteration 38Q: 3 clusters Score -8151112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8151113.500000 Penalty: 5481.044434
	Iteration 39Q: 3 clusters Score -8151114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8151119.000000 Penalty: 5481.044434
	Iteration 40F: 3 clusters Score -8151119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8151120.500000 Penalty: 5481.044434
	Iteration 41Q: 3 clusters Score -8151120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8151120.000000 Penalty: 5481.044434
	Iteration 42Q: 3 clusters Score -8151120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8151119.500000 Penalty: 5481.044434
	Iteration 43Q: 3 clusters Score -8151120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8151125.000000 Penalty: 5481.044434
	Iteration 44Q: 3 clusters Score -8151125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8151122.500000 Penalty: 5481.044434
	Iteration 45Q: 3 clusters Score -8151122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8151133.500000 Penalty: 5481.044434
	Iteration 46Q: 3 clusters Score -8151134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8151131.500000 Penalty: 5481.044434
	Iteration 47Q: 3 clusters Score -8151132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8151131.500000 Penalty: 5481.044434
	Iteration 48F: 3 clusters Score -8151132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -38513.917969 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -38513.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37186.667969 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -37186.67 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37498.582031 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -37498.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37803.484375 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -37803.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38092.941406 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -38092.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38451.281250 Penalty: 2942.393555
	Iteration 4F: 3 clusters Score -38451.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38997.996094 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -38998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39185.371094 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39185.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39188.261719 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39188.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39188.261719 Penalty: 2942.393555
	Iteration 8F: 3 clusters Score -39188.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 143610 members 
Mstep: Class 3 contains 222986 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 154035 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90790 members 
Mstep: Class 9 contains 192843 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Mstep: Class 23 contains 147 members 
Entering Unmasked Estep 
Score: -138553360.000000 Penalty: 79307.039062
Splitting cluster 20 changes total score from -138554848.000000 to -138553360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -142610.656250 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -142610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140523.187500 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -140523.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140861.937500 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -140861.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140959.843750 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -140959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140992.046875 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -140992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -141007.546875 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -141007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141017.453125 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -141017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141023.421875 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -141023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141025.140625 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -141025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141025.140625 Penalty: 3507.921387
	Iteration 8F: 3 clusters Score -141025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -61056.812500 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -61056.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59551.843750 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -59551.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59758.953125 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -59758.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59889.718750 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -59889.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59973.710938 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -59973.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60023.121094 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -60023.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60065.347656 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -60065.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60162.789062 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -60162.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -60368.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60790.628906 Penalty: 3132.417725
	Iteration 8F: 3 clusters Score -60790.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61030.796875 Penalty: 3132.417725
	Iteration 9F: 3 clusters Score -61030.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61195.230469 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -61195.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61317.664062 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -61317.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61389.972656 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -61389.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61459.746094 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -61459.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61495.765625 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -61495.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61535.277344 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -61535.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61555.101562 Penalty: 3132.417725
	Iteration 16Q: 3 clusters Score -61555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61583.781250 Penalty: 3132.417725
	Iteration 17Q: 3 clusters Score -61583.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61655.722656 Penalty: 3132.417725
	Iteration 18Q: 3 clusters Score -61655.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61788.312500 Penalty: 3132.417725
	Iteration 19Q: 3 clusters Score -61788.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61802.812500 Penalty: 3132.417725
	Iteration 20F: 3 clusters Score -61802.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61907.156250 Penalty: 3132.417725
	Iteration 21Q: 3 clusters Score -61907.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61980.964844 Penalty: 3132.417725
	Iteration 22Q: 3 clusters Score -61980.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62012.328125 Penalty: 3132.417725
	Iteration 23Q: 3 clusters Score -62012.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62012.328125 Penalty: 3132.417725
	Iteration 24F: 3 clusters Score -62012.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 143610 members 
Mstep: Class 3 contains 222986 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 154035 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90790 members 
Mstep: Class 9 contains 192843 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
Score: -138553632.000000 Penalty: 79307.039062
Splitting cluster 22 changes total score from -138554848.000000 to -138553632.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 143610 members 
Mstep: Class 3 contains 222986 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97037 members 
Mstep: Class 6 contains 154035 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90790 members 
Mstep: Class 9 contains 192843 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554736.000000 Penalty: 75858.906250
Iteration 119Q: 23 clusters Score -1.385547e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143605 members 
Mstep: Class 3 contains 223005 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97026 members 
Mstep: Class 6 contains 154108 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 90779 members 
Mstep: Class 9 contains 192779 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45297 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 41113 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62974 members 
Mstep: Class 20 contains 377 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554720.000000 Penalty: 75858.906250
Iteration 120F: 23 clusters Score -1.385547e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 143595 members 
Mstep: Class 3 contains 223015 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97019 members 
Mstep: Class 6 contains 154179 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 90765 members 
Mstep: Class 9 contains 192719 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45306 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 41113 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62974 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555504.000000 Penalty: 75858.906250
Iteration 121Q: 23 clusters Score -1.385555e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 143568 members 
Mstep: Class 3 contains 223031 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97013 members 
Mstep: Class 6 contains 154262 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90751 members 
Mstep: Class 9 contains 192660 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45308 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 41112 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556864.000000 Penalty: 75858.906250
Iteration 122Q: 23 clusters Score -1.385569e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 143550 members 
Mstep: Class 3 contains 223043 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97009 members 
Mstep: Class 6 contains 154330 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90731 members 
Mstep: Class 9 contains 192623 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 41114 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62974 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557168.000000 Penalty: 75858.906250
Iteration 123Q: 23 clusters Score -1.385572e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 143526 members 
Mstep: Class 3 contains 223051 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 97000 members 
Mstep: Class 6 contains 154389 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 90719 members 
Mstep: Class 9 contains 192604 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45300 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41116 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62973 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557136.000000 Penalty: 75858.906250
Iteration 124Q: 23 clusters Score -1.385571e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143503 members 
Mstep: Class 3 contains 223063 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 96995 members 
Mstep: Class 6 contains 154448 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90704 members 
Mstep: Class 9 contains 192571 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45299 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41118 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62973 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557040.000000 Penalty: 75858.906250
Iteration 125Q: 23 clusters Score -1.38557e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143475 members 
Mstep: Class 3 contains 223074 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 96992 members 
Mstep: Class 6 contains 154503 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90688 members 
Mstep: Class 9 contains 192550 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45298 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62972 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556944.000000 Penalty: 75858.906250
Iteration 126Q: 23 clusters Score -1.385569e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143454 members 
Mstep: Class 3 contains 223060 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 96984 members 
Mstep: Class 6 contains 154560 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90673 members 
Mstep: Class 9 contains 192539 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11252 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45304 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62971 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556800.000000 Penalty: 75858.906250
Iteration 127Q: 23 clusters Score -1.385568e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143441 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 96978 members 
Mstep: Class 6 contains 154614 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 90659 members 
Mstep: Class 9 contains 192511 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45305 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62970 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 128Q: 23 clusters Score -1.38557e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143438 members 
Mstep: Class 3 contains 223063 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 96972 members 
Mstep: Class 6 contains 154670 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 90645 members 
Mstep: Class 9 contains 192471 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62970 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557040.000000 Penalty: 75858.906250
Iteration 129Q: 23 clusters Score -1.38557e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143434 members 
Mstep: Class 3 contains 223050 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 96968 members 
Mstep: Class 6 contains 154718 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 90637 members 
Mstep: Class 9 contains 192446 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45312 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62967 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 130Q: 23 clusters Score -1.38557e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143433 members 
Mstep: Class 3 contains 223042 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96964 members 
Mstep: Class 6 contains 154767 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 90628 members 
Mstep: Class 9 contains 192412 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45319 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62966 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556864.000000 Penalty: 75858.906250
Iteration 131Q: 23 clusters Score -1.385569e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143434 members 
Mstep: Class 3 contains 223037 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96955 members 
Mstep: Class 6 contains 154808 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 90623 members 
Mstep: Class 9 contains 192384 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45320 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62966 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556912.000000 Penalty: 75858.906250
Iteration 132Q: 23 clusters Score -1.385569e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143432 members 
Mstep: Class 3 contains 223028 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96948 members 
Mstep: Class 6 contains 154844 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 90621 members 
Mstep: Class 9 contains 192362 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45324 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41131 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62966 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557024.000000 Penalty: 75858.906250
Iteration 133Q: 23 clusters Score -1.38557e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143426 members 
Mstep: Class 3 contains 223025 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96945 members 
Mstep: Class 6 contains 154880 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 90612 members 
Mstep: Class 9 contains 192345 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45326 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62965 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557024.000000 Penalty: 75858.906250
Iteration 134Q: 23 clusters Score -1.38557e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143418 members 
Mstep: Class 3 contains 223033 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96940 members 
Mstep: Class 6 contains 154900 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 90611 members 
Mstep: Class 9 contains 192329 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62965 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556944.000000 Penalty: 75858.906250
Iteration 135Q: 23 clusters Score -1.385569e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143411 members 
Mstep: Class 3 contains 223042 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96939 members 
Mstep: Class 6 contains 154923 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 90609 members 
Mstep: Class 9 contains 192310 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62963 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 136Q: 23 clusters Score -1.38557e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143406 members 
Mstep: Class 3 contains 223042 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96937 members 
Mstep: Class 6 contains 154947 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 90603 members 
Mstep: Class 9 contains 192297 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5946 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62963 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556928.000000 Penalty: 75858.906250
Iteration 137Q: 23 clusters Score -1.385569e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223041 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96934 members 
Mstep: Class 6 contains 154978 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 90588 members 
Mstep: Class 9 contains 192292 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62962 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557008.000000 Penalty: 75858.906250
Iteration 138Q: 23 clusters Score -1.38557e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223040 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96931 members 
Mstep: Class 6 contains 154994 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90578 members 
Mstep: Class 9 contains 192288 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62963 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 139Q: 23 clusters Score -1.38557e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223044 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96932 members 
Mstep: Class 6 contains 155010 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90566 members 
Mstep: Class 9 contains 192283 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62961 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556976.000000 Penalty: 75858.906250
Iteration 140F: 23 clusters Score -1.38557e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 143394 members 
Mstep: Class 3 contains 223047 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96933 members 
Mstep: Class 6 contains 155028 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90554 members 
Mstep: Class 9 contains 192276 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45327 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62960 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 141Q: 23 clusters Score -1.38557e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 143387 members 
Mstep: Class 3 contains 223053 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96929 members 
Mstep: Class 6 contains 155054 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90534 members 
Mstep: Class 9 contains 192275 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45328 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41133 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62959 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557040.000000 Penalty: 75858.906250
Iteration 142Q: 23 clusters Score -1.38557e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223047 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96924 members 
Mstep: Class 6 contains 155066 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90519 members 
Mstep: Class 9 contains 192275 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62959 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557024.000000 Penalty: 75858.906250
Iteration 143Q: 23 clusters Score -1.38557e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143399 members 
Mstep: Class 3 contains 223050 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96920 members 
Mstep: Class 6 contains 155077 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90504 members 
Mstep: Class 9 contains 192273 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45333 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62959 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556976.000000 Penalty: 75858.906250
Iteration 144Q: 23 clusters Score -1.38557e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143402 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96911 members 
Mstep: Class 6 contains 155093 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90491 members 
Mstep: Class 9 contains 192278 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45333 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62958 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557024.000000 Penalty: 75858.906250
Iteration 145Q: 23 clusters Score -1.38557e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143397 members 
Mstep: Class 3 contains 223041 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96903 members 
Mstep: Class 6 contains 155124 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90474 members 
Mstep: Class 9 contains 192285 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45334 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62956 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556928.000000 Penalty: 75858.906250
Iteration 146Q: 23 clusters Score -1.385569e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223039 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96898 members 
Mstep: Class 6 contains 155150 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90457 members 
Mstep: Class 9 contains 192289 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62955 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556944.000000 Penalty: 75858.906250
Iteration 147Q: 23 clusters Score -1.385569e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143402 members 
Mstep: Class 3 contains 223030 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96894 members 
Mstep: Class 6 contains 155175 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90438 members 
Mstep: Class 9 contains 192289 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62956 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556912.000000 Penalty: 75858.906250
Iteration 148Q: 23 clusters Score -1.385569e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143401 members 
Mstep: Class 3 contains 223028 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96889 members 
Mstep: Class 6 contains 155206 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 90416 members 
Mstep: Class 9 contains 192293 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62954 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 149Q: 23 clusters Score -1.38557e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143403 members 
Mstep: Class 3 contains 223032 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96885 members 
Mstep: Class 6 contains 155222 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90403 members 
Mstep: Class 9 contains 192291 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45326 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62953 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556832.000000 Penalty: 75858.906250
Iteration 150Q: 23 clusters Score -1.385568e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143406 members 
Mstep: Class 3 contains 223037 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96881 members 
Mstep: Class 6 contains 155241 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90395 members 
Mstep: Class 9 contains 192276 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62953 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556912.000000 Penalty: 75858.906250
Iteration 151Q: 23 clusters Score -1.385569e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143405 members 
Mstep: Class 3 contains 223044 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96876 members 
Mstep: Class 6 contains 155258 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90383 members 
Mstep: Class 9 contains 192271 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45323 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62952 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556880.000000 Penalty: 75858.906250
Iteration 152Q: 23 clusters Score -1.385569e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143398 members 
Mstep: Class 3 contains 223046 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96872 members 
Mstep: Class 6 contains 155272 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 90380 members 
Mstep: Class 9 contains 192269 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45323 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62951 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556928.000000 Penalty: 75858.906250
Iteration 153Q: 23 clusters Score -1.385569e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223049 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96871 members 
Mstep: Class 6 contains 155279 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 90376 members 
Mstep: Class 9 contains 192266 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45322 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62951 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 154Q: 23 clusters Score -1.38557e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143394 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96869 members 
Mstep: Class 6 contains 155286 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90373 members 
Mstep: Class 9 contains 192267 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45322 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62951 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556944.000000 Penalty: 75858.906250
Iteration 155Q: 23 clusters Score -1.385569e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143394 members 
Mstep: Class 3 contains 223046 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96867 members 
Mstep: Class 6 contains 155288 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90372 members 
Mstep: Class 9 contains 192268 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45323 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62951 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556864.000000 Penalty: 75858.906250
Iteration 156Q: 23 clusters Score -1.385569e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223046 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96866 members 
Mstep: Class 6 contains 155293 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90368 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62951 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556960.000000 Penalty: 75858.906250
Iteration 157Q: 23 clusters Score -1.38557e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96865 members 
Mstep: Class 6 contains 155299 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45324 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62950 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557024.000000 Penalty: 75858.906250
Iteration 158Q: 23 clusters Score -1.38557e+08 nChanged 17
Entering ConstructFrom: 
Score: -138557024.000000 Penalty: 75858.906250
Entering ConstructFrom: 
Trying to split cluster 1 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1430827.375000 Penalty: 2320.309082
	Iteration 0F: 2 clusters Score -1430827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1422131.500000 Penalty: 4640.618164
	Iteration 0F: 3 clusters Score -1422132 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1424753.875000 Penalty: 4640.618164
	Iteration 1F: 3 clusters Score -1424754 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1425067.625000 Penalty: 4640.618164
	Iteration 2F: 3 clusters Score -1425068 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1425345.000000 Penalty: 4640.618164
	Iteration 3Q: 3 clusters Score -1425345 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1425673.750000 Penalty: 4640.618164
	Iteration 4Q: 3 clusters Score -1425674 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1426119.000000 Penalty: 4640.618164
	Iteration 5Q: 3 clusters Score -1426119 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1426766.750000 Penalty: 4640.618164
	Iteration 6F: 3 clusters Score -1426767 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1427554.625000 Penalty: 4640.618164
	Iteration 7F: 3 clusters Score -1427555 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1428302.750000 Penalty: 4640.618164
	Iteration 8F: 3 clusters Score -1428303 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1428877.250000 Penalty: 4640.618164
	Iteration 9F: 3 clusters Score -1428877 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1429230.000000 Penalty: 4640.618164
	Iteration 10Q: 3 clusters Score -1429230 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1429404.625000 Penalty: 4640.618164
	Iteration 11Q: 3 clusters Score -1429405 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1429483.375000 Penalty: 4640.618164
	Iteration 12Q: 3 clusters Score -1429483 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1429532.250000 Penalty: 4640.618164
	Iteration 13Q: 3 clusters Score -1429532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1429551.375000 Penalty: 4640.618164
	Iteration 14Q: 3 clusters Score -1429551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1429563.750000 Penalty: 4640.618164
	Iteration 15Q: 3 clusters Score -1429564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1429576.000000 Penalty: 4640.618164
	Iteration 16Q: 3 clusters Score -1429576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1429577.750000 Penalty: 4640.618164
	Iteration 17Q: 3 clusters Score -1429578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1429579.125000 Penalty: 4640.618164
	Iteration 18Q: 3 clusters Score -1429579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1429583.125000 Penalty: 4640.618164
	Iteration 19Q: 3 clusters Score -1429583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1429588.875000 Penalty: 4640.618164
	Iteration 20F: 3 clusters Score -1429589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1429592.750000 Penalty: 4640.618164
	Iteration 21Q: 3 clusters Score -1429593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1429591.625000 Penalty: 4640.618164
	Iteration 22Q: 3 clusters Score -1429592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1429593.125000 Penalty: 4640.618164
	Iteration 23Q: 3 clusters Score -1429593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1429591.250000 Penalty: 4640.618164
	Iteration 24Q: 3 clusters Score -1429591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1429594.125000 Penalty: 4640.618164
	Iteration 25Q: 3 clusters Score -1429594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1429591.500000 Penalty: 4640.618164
	Iteration 26Q: 3 clusters Score -1429592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1429591.000000 Penalty: 4640.618164
	Iteration 27Q: 3 clusters Score -1429591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1429591.500000 Penalty: 4640.618164
	Iteration 28Q: 3 clusters Score -1429592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1429592.625000 Penalty: 4640.618164
	Iteration 29Q: 3 clusters Score -1429593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1429593.750000 Penalty: 4640.618164
	Iteration 30Q: 3 clusters Score -1429594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1429593.875000 Penalty: 4640.618164
	Iteration 31Q: 3 clusters Score -1429594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1429593.875000 Penalty: 4640.618164
	Iteration 32F: 3 clusters Score -1429594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Entering Unmasked Estep 
Score: -18611376.000000 Penalty: 2944.589355
	Iteration 0F: 2 clusters Score -1.861138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -18516498.000000 Penalty: 5889.178711
	Iteration 0F: 3 clusters Score -1.85165e+07 nChanged 68485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -18556144.000000 Penalty: 5889.178711
	Iteration 1F: 3 clusters Score -1.855614e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -18558380.000000 Penalty: 5889.178711
	Iteration 2Q: 3 clusters Score -1.855838e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -18561894.000000 Penalty: 5889.178711
	Iteration 3F: 3 clusters Score -1.856189e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -18568200.000000 Penalty: 5889.178711
	Iteration 4F: 3 clusters Score -1.85682e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -18577136.000000 Penalty: 5889.178711
	Iteration 5F: 3 clusters Score -1.857714e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -18587796.000000 Penalty: 5889.178711
	Iteration 6F: 3 clusters Score -1.85878e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -18596236.000000 Penalty: 5889.178711
	Iteration 7F: 3 clusters Score -1.859624e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -18600338.000000 Penalty: 5889.178711
	Iteration 8Q: 3 clusters Score -1.860034e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 120410 members 
Entering Unmasked Estep 
Score: -18601964.000000 Penalty: 5889.178711
	Iteration 9Q: 3 clusters Score -1.860196e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -18603008.000000 Penalty: 5889.178711
	Iteration 10Q: 3 clusters Score -1.860301e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 124240 members 
Entering Unmasked Estep 
Score: -18603618.000000 Penalty: 5889.178711
	Iteration 11Q: 3 clusters Score -1.860362e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -18604268.000000 Penalty: 5889.178711
	Iteration 12Q: 3 clusters Score -1.860427e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -18604836.000000 Penalty: 5889.178711
	Iteration 13Q: 3 clusters Score -1.860484e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -18605266.000000 Penalty: 5889.178711
	Iteration 14Q: 3 clusters Score -1.860527e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 130126 members 
Entering Unmasked Estep 
Score: -18605766.000000 Penalty: 5889.178711
	Iteration 15Q: 3 clusters Score -1.860577e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -18606224.000000 Penalty: 5889.178711
	Iteration 16Q: 3 clusters Score -1.860622e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 132374 members 
Entering Unmasked Estep 
Score: -18606566.000000 Penalty: 5889.178711
	Iteration 17Q: 3 clusters Score -1.860657e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -18606796.000000 Penalty: 5889.178711
	Iteration 18Q: 3 clusters Score -1.86068e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -18606972.000000 Penalty: 5889.178711
	Iteration 19Q: 3 clusters Score -1.860697e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -18607228.000000 Penalty: 5889.178711
	Iteration 20F: 3 clusters Score -1.860723e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 135770 members 
Entering Unmasked Estep 
Score: -18607498.000000 Penalty: 5889.178711
	Iteration 21Q: 3 clusters Score -1.86075e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -18607710.000000 Penalty: 5889.178711
	Iteration 22Q: 3 clusters Score -1.860771e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -18607888.000000 Penalty: 5889.178711
	Iteration 23Q: 3 clusters Score -1.860789e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -18608114.000000 Penalty: 5889.178711
	Iteration 24Q: 3 clusters Score -1.860811e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -18608306.000000 Penalty: 5889.178711
	Iteration 25Q: 3 clusters Score -1.860831e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -18608422.000000 Penalty: 5889.178711
	Iteration 26Q: 3 clusters Score -1.860842e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -18608560.000000 Penalty: 5889.178711
	Iteration 27Q: 3 clusters Score -1.860856e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 139496 members 
Entering Unmasked Estep 
Score: -18608684.000000 Penalty: 5889.178711
	Iteration 28Q: 3 clusters Score -1.860868e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -18608700.000000 Penalty: 5889.178711
	Iteration 29Q: 3 clusters Score -1.86087e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -18608780.000000 Penalty: 5889.178711
	Iteration 30Q: 3 clusters Score -1.860878e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -18608868.000000 Penalty: 5889.178711
	Iteration 31Q: 3 clusters Score -1.860887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 140405 members 
Entering Unmasked Estep 
Score: -18608862.000000 Penalty: 5889.178711
	Iteration 32Q: 3 clusters Score -1.860886e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 140539 members 
Entering Unmasked Estep 
Score: -18608910.000000 Penalty: 5889.178711
	Iteration 33Q: 3 clusters Score -1.860891e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -18608924.000000 Penalty: 5889.178711
	Iteration 34Q: 3 clusters Score -1.860892e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -18609018.000000 Penalty: 5889.178711
	Iteration 35Q: 3 clusters Score -1.860902e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -18609058.000000 Penalty: 5889.178711
	Iteration 36Q: 3 clusters Score -1.860906e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -18609070.000000 Penalty: 5889.178711
	Iteration 37Q: 3 clusters Score -1.860907e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -18609098.000000 Penalty: 5889.178711
	Iteration 38Q: 3 clusters Score -1.86091e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 141170 members 
Entering Unmasked Estep 
Score: -18609100.000000 Penalty: 5889.178711
	Iteration 39Q: 3 clusters Score -1.86091e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -18609078.000000 Penalty: 5889.178711
	Iteration 40F: 3 clusters Score -1.860908e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -18609068.000000 Penalty: 5889.178711
	Iteration 41Q: 3 clusters Score -1.860907e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -18609092.000000 Penalty: 5889.178711
	Iteration 42Q: 3 clusters Score -1.860909e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -18609104.000000 Penalty: 5889.178711
	Iteration 43Q: 3 clusters Score -1.86091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -18609086.000000 Penalty: 5889.178711
	Iteration 44Q: 3 clusters Score -1.860909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 141464 members 
Entering Unmasked Estep 
Score: -18609094.000000 Penalty: 5889.178711
	Iteration 45Q: 3 clusters Score -1.860909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 141490 members 
Entering Unmasked Estep 
Score: -18609092.000000 Penalty: 5889.178711
	Iteration 46Q: 3 clusters Score -1.860909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -18609084.000000 Penalty: 5889.178711
	Iteration 47Q: 3 clusters Score -1.860908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -18609096.000000 Penalty: 5889.178711
	Iteration 48Q: 3 clusters Score -1.86091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 141580 members 
Entering Unmasked Estep 
Score: -18609110.000000 Penalty: 5889.178711
	Iteration 49Q: 3 clusters Score -1.860911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -18609120.000000 Penalty: 5889.178711
	Iteration 50Q: 3 clusters Score -1.860912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -18609110.000000 Penalty: 5889.178711
	Iteration 51Q: 3 clusters Score -1.860911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -18609110.000000 Penalty: 5889.178711
	Iteration 52Q: 3 clusters Score -1.860911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 141655 members 
Entering Unmasked Estep 
Score: -18609104.000000 Penalty: 5889.178711
	Iteration 53Q: 3 clusters Score -1.86091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -18609098.000000 Penalty: 5889.178711
	Iteration 54Q: 3 clusters Score -1.86091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -18609100.000000 Penalty: 5889.178711
	Iteration 55Q: 3 clusters Score -1.86091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -18609100.000000 Penalty: 5889.178711
	Iteration 56Q: 3 clusters Score -1.86091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -18609084.000000 Penalty: 5889.178711
	Iteration 57Q: 3 clusters Score -1.860908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 141682 members 
Entering Unmasked Estep 
Score: -18609090.000000 Penalty: 5889.178711
	Iteration 58Q: 3 clusters Score -1.860909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -18609084.000000 Penalty: 5889.178711
	Iteration 59Q: 3 clusters Score -1.860908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -18609082.000000 Penalty: 5889.178711
	Iteration 60F: 3 clusters Score -1.860908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 141696 members 
Entering Unmasked Estep 
Score: -18609086.000000 Penalty: 5889.178711
	Iteration 61Q: 3 clusters Score -1.860909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 141697 members 
Entering Unmasked Estep 
Score: -18609086.000000 Penalty: 5889.178711
	Iteration 62Q: 3 clusters Score -1.860909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 141697 members 
Entering Unmasked Estep 
Score: -18609086.000000 Penalty: 5889.178711
	Iteration 63F: 3 clusters Score -1.860909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (223048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223048 members 
Entering Unmasked Estep 
Score: -28722958.000000 Penalty: 3054.155273
	Iteration 0F: 2 clusters Score -2.872296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111460 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -28581492.000000 Penalty: 6108.310547
	Iteration 0F: 3 clusters Score -2.858149e+07 nChanged 107639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -28643822.000000 Penalty: 6108.310547
	Iteration 1F: 3 clusters Score -2.864382e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -28644774.000000 Penalty: 6108.310547
	Iteration 2Q: 3 clusters Score -2.864477e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 117578 members 
Entering Unmasked Estep 
Score: -28645760.000000 Penalty: 6108.310547
	Iteration 3Q: 3 clusters Score -2.864576e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -28647058.000000 Penalty: 6108.310547
	Iteration 4Q: 3 clusters Score -2.864706e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -28649054.000000 Penalty: 6108.310547
	Iteration 5Q: 3 clusters Score -2.864905e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -28652478.000000 Penalty: 6108.310547
	Iteration 6Q: 3 clusters Score -2.865248e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -28658636.000000 Penalty: 6108.310547
	Iteration 7F: 3 clusters Score -2.865864e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -28669674.000000 Penalty: 6108.310547
	Iteration 8F: 3 clusters Score -2.866967e+07 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 181241 members 
Entering Unmasked Estep 
Score: -28686744.000000 Penalty: 6108.310547
	Iteration 9F: 3 clusters Score -2.868674e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 201254 members 
Entering Unmasked Estep 
Score: -28704324.000000 Penalty: 6108.310547
	Iteration 10F: 3 clusters Score -2.870432e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 214928 members 
Entering Unmasked Estep 
Score: -28715152.000000 Penalty: 6108.310547
	Iteration 11F: 3 clusters Score -2.871515e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 220600 members 
Entering Unmasked Estep 
Score: -28718464.000000 Penalty: 6108.310547
	Iteration 12Q: 3 clusters Score -2.871846e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 222108 members 
Entering Unmasked Estep 
Score: -28719586.000000 Penalty: 6108.310547
	Iteration 13Q: 3 clusters Score -2.871959e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 222477 members 
Entering Unmasked Estep 
Score: -28719894.000000 Penalty: 6108.310547
	Iteration 14Q: 3 clusters Score -2.871989e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 222561 members 
Entering Unmasked Estep 
Score: -28720004.000000 Penalty: 6108.310547
	Iteration 15Q: 3 clusters Score -2.872e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 222595 members 
Entering Unmasked Estep 
Score: -28720108.000000 Penalty: 6108.310547
	Iteration 16Q: 3 clusters Score -2.872011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222617 members 
Entering Unmasked Estep 
Score: -28720178.000000 Penalty: 6108.310547
	Iteration 17Q: 3 clusters Score -2.872018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 222622 members 
Entering Unmasked Estep 
Score: -28720200.000000 Penalty: 6108.310547
	Iteration 18Q: 3 clusters Score -2.87202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -28720244.000000 Penalty: 6108.310547
	Iteration 19Q: 3 clusters Score -2.872024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 222627 members 
Entering Unmasked Estep 
Score: -28720260.000000 Penalty: 6108.310547
	Iteration 20F: 3 clusters Score -2.872026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 222622 members 
Entering Unmasked Estep 
Score: -28720284.000000 Penalty: 6108.310547
	Iteration 21Q: 3 clusters Score -2.872028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 222625 members 
Entering Unmasked Estep 
Score: -28720288.000000 Penalty: 6108.310547
	Iteration 22Q: 3 clusters Score -2.872029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 222627 members 
Entering Unmasked Estep 
Score: -28720316.000000 Penalty: 6108.310547
	Iteration 23Q: 3 clusters Score -2.872032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 222629 members 
Entering Unmasked Estep 
Score: -28720322.000000 Penalty: 6108.310547
	Iteration 24Q: 3 clusters Score -2.872032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 222620 members 
Entering Unmasked Estep 
Score: -28720316.000000 Penalty: 6108.310547
	Iteration 25Q: 3 clusters Score -2.872032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 222619 members 
Entering Unmasked Estep 
Score: -28720332.000000 Penalty: 6108.310547
	Iteration 26Q: 3 clusters Score -2.872033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 222618 members 
Entering Unmasked Estep 
Score: -28720356.000000 Penalty: 6108.310547
	Iteration 27Q: 3 clusters Score -2.872036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 222615 members 
Entering Unmasked Estep 
Score: -28720358.000000 Penalty: 6108.310547
	Iteration 28Q: 3 clusters Score -2.872036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222617 members 
Entering Unmasked Estep 
Score: -28720366.000000 Penalty: 6108.310547
	Iteration 29Q: 3 clusters Score -2.872037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222617 members 
Entering Unmasked Estep 
Score: -28720362.000000 Penalty: 6108.310547
	Iteration 30Q: 3 clusters Score -2.872036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 222615 members 
Entering Unmasked Estep 
Score: -28720368.000000 Penalty: 6108.310547
	Iteration 31Q: 3 clusters Score -2.872037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 222612 members 
Entering Unmasked Estep 
Score: -28720366.000000 Penalty: 6108.310547
	Iteration 32Q: 3 clusters Score -2.872037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 222609 members 
Entering Unmasked Estep 
Score: -28720362.000000 Penalty: 6108.310547
	Iteration 33Q: 3 clusters Score -2.872036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 222609 members 
Entering Unmasked Estep 
Score: -28720362.000000 Penalty: 6108.310547
	Iteration 34F: 3 clusters Score -2.872036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -290488.906250 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -290488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -287726.375000 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -287726.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -288282.312500 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -288282.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -288488.281250 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -288488.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -288610.500000 Penalty: 3828.026855
	Iteration 3F: 3 clusters Score -288610.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -288716.093750 Penalty: 3828.026855
	Iteration 4Q: 3 clusters Score -288716.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -288828.468750 Penalty: 3828.026855
	Iteration 5Q: 3 clusters Score -288828.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -288926.031250 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -288926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -289035.593750 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -289035.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -289134.093750 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -289134.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -289225.500000 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -289225.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -289300.718750 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -289300.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -289357.093750 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -289357.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -289385.312500 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -289385.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -289411.125000 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -289411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -289424.125000 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -289424.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -289443.062500 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -289443.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -289461.062500 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -289461.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -289481.750000 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -289481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -289493.437500 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -289493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -289500.406250 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -289500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -289505.250000 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -289505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -289508.125000 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -289508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -289510.875000 Penalty: 3828.026855
	Iteration 22Q: 3 clusters Score -289510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -289514.968750 Penalty: 3828.026855
	Iteration 23Q: 3 clusters Score -289515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -289520.031250 Penalty: 3828.026855
	Iteration 24Q: 3 clusters Score -289520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289522.687500 Penalty: 3828.026855
	Iteration 25Q: 3 clusters Score -289522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289523.875000 Penalty: 3828.026855
	Iteration 26Q: 3 clusters Score -289523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289525.000000 Penalty: 3828.026855
	Iteration 27Q: 3 clusters Score -289525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289526.000000 Penalty: 3828.026855
	Iteration 28Q: 3 clusters Score -289526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289526.000000 Penalty: 3828.026855
	Iteration 29F: 3 clusters Score -289526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Entering Unmasked Estep 
Score: -12519979.000000 Penalty: 2847.301025
	Iteration 0F: 2 clusters Score -1.251998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -12455213.000000 Penalty: 5694.602051
	Iteration 0F: 3 clusters Score -1.245521e+07 nChanged 45583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -12481066.000000 Penalty: 5694.602051
	Iteration 1F: 3 clusters Score -1.248107e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -12481799.000000 Penalty: 5694.602051
	Iteration 2Q: 3 clusters Score -1.24818e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -12482625.000000 Penalty: 5694.602051
	Iteration 3Q: 3 clusters Score -1.248262e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -12483779.000000 Penalty: 5694.602051
	Iteration 4Q: 3 clusters Score -1.248378e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -12485332.000000 Penalty: 5694.602051
	Iteration 5Q: 3 clusters Score -1.248533e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -12487662.000000 Penalty: 5694.602051
	Iteration 6Q: 3 clusters Score -1.248766e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -12491163.000000 Penalty: 5694.602051
	Iteration 7F: 3 clusters Score -1.249116e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -12496311.000000 Penalty: 5694.602051
	Iteration 8F: 3 clusters Score -1.249631e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -12502220.000000 Penalty: 5694.602051
	Iteration 9F: 3 clusters Score -1.250222e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -12507668.000000 Penalty: 5694.602051
	Iteration 10F: 3 clusters Score -1.250767e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -12511434.000000 Penalty: 5694.602051
	Iteration 11Q: 3 clusters Score -1.251143e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -12513941.000000 Penalty: 5694.602051
	Iteration 12Q: 3 clusters Score -1.251394e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -12515372.000000 Penalty: 5694.602051
	Iteration 13Q: 3 clusters Score -1.251537e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12516209.000000 Penalty: 5694.602051
	Iteration 14Q: 3 clusters Score -1.251621e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -12516724.000000 Penalty: 5694.602051
	Iteration 15Q: 3 clusters Score -1.251672e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12517009.000000 Penalty: 5694.602051
	Iteration 16Q: 3 clusters Score -1.251701e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12517169.000000 Penalty: 5694.602051
	Iteration 17Q: 3 clusters Score -1.251717e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12517282.000000 Penalty: 5694.602051
	Iteration 18Q: 3 clusters Score -1.251728e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12517372.000000 Penalty: 5694.602051
	Iteration 19Q: 3 clusters Score -1.251737e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12517403.000000 Penalty: 5694.602051
	Iteration 20F: 3 clusters Score -1.25174e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12517444.000000 Penalty: 5694.602051
	Iteration 21Q: 3 clusters Score -1.251744e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12517468.000000 Penalty: 5694.602051
	Iteration 22Q: 3 clusters Score -1.251747e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12517497.000000 Penalty: 5694.602051
	Iteration 23Q: 3 clusters Score -1.25175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12517506.000000 Penalty: 5694.602051
	Iteration 24Q: 3 clusters Score -1.251751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12517515.000000 Penalty: 5694.602051
	Iteration 25Q: 3 clusters Score -1.251752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12517545.000000 Penalty: 5694.602051
	Iteration 26Q: 3 clusters Score -1.251754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12517552.000000 Penalty: 5694.602051
	Iteration 27Q: 3 clusters Score -1.251755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12517561.000000 Penalty: 5694.602051
	Iteration 28Q: 3 clusters Score -1.251756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12517568.000000 Penalty: 5694.602051
	Iteration 29Q: 3 clusters Score -1.251757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12517589.000000 Penalty: 5694.602051
	Iteration 30Q: 3 clusters Score -1.251759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12517611.000000 Penalty: 5694.602051
	Iteration 31Q: 3 clusters Score -1.251761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12517597.000000 Penalty: 5694.602051
	Iteration 32Q: 3 clusters Score -1.25176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12517606.000000 Penalty: 5694.602051
	Iteration 33Q: 3 clusters Score -1.251761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12517611.000000 Penalty: 5694.602051
	Iteration 34Q: 3 clusters Score -1.251761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12517627.000000 Penalty: 5694.602051
	Iteration 35Q: 3 clusters Score -1.251763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12517627.000000 Penalty: 5694.602051
	Iteration 36Q: 3 clusters Score -1.251763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12517628.000000 Penalty: 5694.602051
	Iteration 37Q: 3 clusters Score -1.251763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12517628.000000 Penalty: 5694.602051
	Iteration 38F: 3 clusters Score -1.251763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (155302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Entering Unmasked Estep 
Score: -20150508.000000 Penalty: 2964.375488
	Iteration 0F: 2 clusters Score -2.015051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -20047820.000000 Penalty: 5928.750977
	Iteration 0F: 3 clusters Score -2.004782e+07 nChanged 74234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -20091062.000000 Penalty: 5928.750977
	Iteration 1F: 3 clusters Score -2.009106e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -20092566.000000 Penalty: 5928.750977
	Iteration 2Q: 3 clusters Score -2.009257e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -20094480.000000 Penalty: 5928.750977
	Iteration 3Q: 3 clusters Score -2.009448e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -20097300.000000 Penalty: 5928.750977
	Iteration 4Q: 3 clusters Score -2.00973e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -20101430.000000 Penalty: 5928.750977
	Iteration 5F: 3 clusters Score -2.010143e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -20107880.000000 Penalty: 5928.750977
	Iteration 6F: 3 clusters Score -2.010788e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -20116026.000000 Penalty: 5928.750977
	Iteration 7F: 3 clusters Score -2.011603e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -20124712.000000 Penalty: 5928.750977
	Iteration 8F: 3 clusters Score -2.012471e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -20131652.000000 Penalty: 5928.750977
	Iteration 9F: 3 clusters Score -2.013165e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -20135976.000000 Penalty: 5928.750977
	Iteration 10Q: 3 clusters Score -2.013598e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -20138376.000000 Penalty: 5928.750977
	Iteration 11Q: 3 clusters Score -2.013838e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -20139934.000000 Penalty: 5928.750977
	Iteration 12Q: 3 clusters Score -2.013993e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131958 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -20141082.000000 Penalty: 5928.750977
	Iteration 13Q: 3 clusters Score -2.014108e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -20142092.000000 Penalty: 5928.750977
	Iteration 14Q: 3 clusters Score -2.014209e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -20142878.000000 Penalty: 5928.750977
	Iteration 15Q: 3 clusters Score -2.014288e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -20143614.000000 Penalty: 5928.750977
	Iteration 16Q: 3 clusters Score -2.014361e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -20144220.000000 Penalty: 5928.750977
	Iteration 17Q: 3 clusters Score -2.014422e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140602 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -20144654.000000 Penalty: 5928.750977
	Iteration 18Q: 3 clusters Score -2.014465e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -20145114.000000 Penalty: 5928.750977
	Iteration 19Q: 3 clusters Score -2.014511e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -20145490.000000 Penalty: 5928.750977
	Iteration 20F: 3 clusters Score -2.014549e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -20145886.000000 Penalty: 5928.750977
	Iteration 21Q: 3 clusters Score -2.014589e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145199 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -20146258.000000 Penalty: 5928.750977
	Iteration 22Q: 3 clusters Score -2.014626e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -20146518.000000 Penalty: 5928.750977
	Iteration 23Q: 3 clusters Score -2.014652e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -20146728.000000 Penalty: 5928.750977
	Iteration 24Q: 3 clusters Score -2.014673e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147672 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -20146890.000000 Penalty: 5928.750977
	Iteration 25Q: 3 clusters Score -2.014689e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -20147060.000000 Penalty: 5928.750977
	Iteration 26Q: 3 clusters Score -2.014706e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -20147286.000000 Penalty: 5928.750977
	Iteration 27Q: 3 clusters Score -2.014729e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -20147462.000000 Penalty: 5928.750977
	Iteration 28Q: 3 clusters Score -2.014746e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -20147546.000000 Penalty: 5928.750977
	Iteration 29Q: 3 clusters Score -2.014755e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -20147636.000000 Penalty: 5928.750977
	Iteration 30Q: 3 clusters Score -2.014764e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150567 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -20147724.000000 Penalty: 5928.750977
	Iteration 31Q: 3 clusters Score -2.014772e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150881 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -20147812.000000 Penalty: 5928.750977
	Iteration 32Q: 3 clusters Score -2.014781e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20147888.000000 Penalty: 5928.750977
	Iteration 33Q: 3 clusters Score -2.014789e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -20147980.000000 Penalty: 5928.750977
	Iteration 34Q: 3 clusters Score -2.014798e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -20148030.000000 Penalty: 5928.750977
	Iteration 35Q: 3 clusters Score -2.014803e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -20148084.000000 Penalty: 5928.750977
	Iteration 36Q: 3 clusters Score -2.014808e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -20148172.000000 Penalty: 5928.750977
	Iteration 37Q: 3 clusters Score -2.014817e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -20148238.000000 Penalty: 5928.750977
	Iteration 38Q: 3 clusters Score -2.014824e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -20148290.000000 Penalty: 5928.750977
	Iteration 39Q: 3 clusters Score -2.014829e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -20148332.000000 Penalty: 5928.750977
	Iteration 40F: 3 clusters Score -2.014833e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -20148326.000000 Penalty: 5928.750977
	Iteration 41Q: 3 clusters Score -2.014833e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -20148322.000000 Penalty: 5928.750977
	Iteration 42Q: 3 clusters Score -2.014832e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20148290.000000 Penalty: 5928.750977
	Iteration 43Q: 3 clusters Score -2.014829e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -20148272.000000 Penalty: 5928.750977
	Iteration 44Q: 3 clusters Score -2.014827e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152766 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -20148262.000000 Penalty: 5928.750977
	Iteration 45Q: 3 clusters Score -2.014826e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20148270.000000 Penalty: 5928.750977
	Iteration 46Q: 3 clusters Score -2.014827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20148328.000000 Penalty: 5928.750977
	Iteration 47Q: 3 clusters Score -2.014833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20148324.000000 Penalty: 5928.750977
	Iteration 48Q: 3 clusters Score -2.014832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20148360.000000 Penalty: 5928.750977
	Iteration 49Q: 3 clusters Score -2.014836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20148358.000000 Penalty: 5928.750977
	Iteration 50Q: 3 clusters Score -2.014836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20148396.000000 Penalty: 5928.750977
	Iteration 51Q: 3 clusters Score -2.01484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20148394.000000 Penalty: 5928.750977
	Iteration 52Q: 3 clusters Score -2.014839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -20148386.000000 Penalty: 5928.750977
	Iteration 53Q: 3 clusters Score -2.014839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153130 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -20148396.000000 Penalty: 5928.750977
	Iteration 54Q: 3 clusters Score -2.01484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20148388.000000 Penalty: 5928.750977
	Iteration 55Q: 3 clusters Score -2.014839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20148398.000000 Penalty: 5928.750977
	Iteration 56Q: 3 clusters Score -2.01484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20148398.000000 Penalty: 5928.750977
	Iteration 57Q: 3 clusters Score -2.01484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20148406.000000 Penalty: 5928.750977
	Iteration 58Q: 3 clusters Score -2.014841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -20148414.000000 Penalty: 5928.750977
	Iteration 59Q: 3 clusters Score -2.014841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20148428.000000 Penalty: 5928.750977
	Iteration 60F: 3 clusters Score -2.014843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -20148436.000000 Penalty: 5928.750977
	Iteration 61Q: 3 clusters Score -2.014844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20148416.000000 Penalty: 5928.750977
	Iteration 62Q: 3 clusters Score -2.014842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -20148420.000000 Penalty: 5928.750977
	Iteration 63Q: 3 clusters Score -2.014842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20148428.000000 Penalty: 5928.750977
	Iteration 64Q: 3 clusters Score -2.014843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20148426.000000 Penalty: 5928.750977
	Iteration 65Q: 3 clusters Score -2.014843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -20148426.000000 Penalty: 5928.750977
	Iteration 66Q: 3 clusters Score -2.014843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20148432.000000 Penalty: 5928.750977
	Iteration 67Q: 3 clusters Score -2.014843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -20148436.000000 Penalty: 5928.750977
	Iteration 68Q: 3 clusters Score -2.014844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20148436.000000 Penalty: 5928.750977
	Iteration 69Q: 3 clusters Score -2.014844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20148432.000000 Penalty: 5928.750977
	Iteration 70Q: 3 clusters Score -2.014843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -20148438.000000 Penalty: 5928.750977
	Iteration 71Q: 3 clusters Score -2.014844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -20148424.000000 Penalty: 5928.750977
	Iteration 72Q: 3 clusters Score -2.014842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20148416.000000 Penalty: 5928.750977
	Iteration 73Q: 3 clusters Score -2.014842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -20148424.000000 Penalty: 5928.750977
	Iteration 74Q: 3 clusters Score -2.014842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -20148424.000000 Penalty: 5928.750977
	Iteration 75F: 3 clusters Score -2.014842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -474173.125000 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -474173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -470360.375000 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -470360.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -471225.656250 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -471225.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -471419.125000 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -471419.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471531.968750 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -471532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -471604.468750 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -471604.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -471647.343750 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -471647.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471684.843750 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -471684.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471726.687500 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -471726.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471760.593750 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -471760.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471788.343750 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -471788.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -471813.312500 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -471813.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -471833.062500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -471833.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -471847.968750 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -471848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471863.687500 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -471863.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -471882.187500 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -471882.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -471895.281250 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -471895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -471904.562500 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -471904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -471911.281250 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -471911.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -471918.843750 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -471918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -471929.718750 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -471929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -471939.187500 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -471939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -471945.406250 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -471945.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -471951.687500 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -471951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -471957.468750 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -471957.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -471964.062500 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -471964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -471971.187500 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -471971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -471977.937500 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -471977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -471988.437500 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -471988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -471995.531250 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -471995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -472002.781250 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -472002.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -472011.781250 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -472011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -472015.343750 Penalty: 4093.858887
	Iteration 31Q: 3 clusters Score -472015.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -472021.875000 Penalty: 4093.858887
	Iteration 32Q: 3 clusters Score -472021.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -472027.687500 Penalty: 4093.858887
	Iteration 33Q: 3 clusters Score -472027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -472035.000000 Penalty: 4093.858887
	Iteration 34Q: 3 clusters Score -472035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -472040.312500 Penalty: 4093.858887
	Iteration 35Q: 3 clusters Score -472040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -472045.312500 Penalty: 4093.858887
	Iteration 36Q: 3 clusters Score -472045.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -472053.343750 Penalty: 4093.858887
	Iteration 37Q: 3 clusters Score -472053.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -472057.687500 Penalty: 4093.858887
	Iteration 38Q: 3 clusters Score -472057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -472061.812500 Penalty: 4093.858887
	Iteration 39Q: 3 clusters Score -472061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -472063.312500 Penalty: 4093.858887
	Iteration 40F: 3 clusters Score -472063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -472067.687500 Penalty: 4093.858887
	Iteration 41Q: 3 clusters Score -472067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -472073.093750 Penalty: 4093.858887
	Iteration 42Q: 3 clusters Score -472073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -472076.093750 Penalty: 4093.858887
	Iteration 43Q: 3 clusters Score -472076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -472077.781250 Penalty: 4093.858887
	Iteration 44Q: 3 clusters Score -472077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -472083.218750 Penalty: 4093.858887
	Iteration 45Q: 3 clusters Score -472083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -472087.250000 Penalty: 4093.858887
	Iteration 46Q: 3 clusters Score -472087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -472091.218750 Penalty: 4093.858887
	Iteration 47Q: 3 clusters Score -472091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -472095.906250 Penalty: 4093.858887
	Iteration 48Q: 3 clusters Score -472095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -472103.875000 Penalty: 4093.858887
	Iteration 49Q: 3 clusters Score -472103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -472110.468750 Penalty: 4093.858887
	Iteration 50Q: 3 clusters Score -472110.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -472116.031250 Penalty: 4093.858887
	Iteration 51Q: 3 clusters Score -472116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -472122.593750 Penalty: 4093.858887
	Iteration 52Q: 3 clusters Score -472122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -472128.531250 Penalty: 4093.858887
	Iteration 53Q: 3 clusters Score -472128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -472132.656250 Penalty: 4093.858887
	Iteration 54Q: 3 clusters Score -472132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -472137.093750 Penalty: 4093.858887
	Iteration 55Q: 3 clusters Score -472137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -472143.531250 Penalty: 4093.858887
	Iteration 56Q: 3 clusters Score -472143.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -472148.906250 Penalty: 4093.858887
	Iteration 57Q: 3 clusters Score -472148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -472154.437500 Penalty: 4093.858887
	Iteration 58Q: 3 clusters Score -472154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -472160.031250 Penalty: 4093.858887
	Iteration 59Q: 3 clusters Score -472160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -472167.031250 Penalty: 4093.858887
	Iteration 60F: 3 clusters Score -472167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -472172.093750 Penalty: 4093.858887
	Iteration 61Q: 3 clusters Score -472172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -472177.593750 Penalty: 4093.858887
	Iteration 62Q: 3 clusters Score -472177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -472183.375000 Penalty: 4093.858887
	Iteration 63Q: 3 clusters Score -472183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -472190.187500 Penalty: 4093.858887
	Iteration 64Q: 3 clusters Score -472190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -472196.000000 Penalty: 4093.858887
	Iteration 65Q: 3 clusters Score -472196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -472200.093750 Penalty: 4093.858887
	Iteration 66Q: 3 clusters Score -472200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -472203.343750 Penalty: 4093.858887
	Iteration 67Q: 3 clusters Score -472203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -472207.156250 Penalty: 4093.858887
	Iteration 68Q: 3 clusters Score -472207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -472213.750000 Penalty: 4093.858887
	Iteration 69Q: 3 clusters Score -472213.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -472222.281250 Penalty: 4093.858887
	Iteration 70Q: 3 clusters Score -472222.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -472230.593750 Penalty: 4093.858887
	Iteration 71Q: 3 clusters Score -472230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -472238.156250 Penalty: 4093.858887
	Iteration 72Q: 3 clusters Score -472238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -472246.656250 Penalty: 4093.858887
	Iteration 73Q: 3 clusters Score -472246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -472252.875000 Penalty: 4093.858887
	Iteration 74Q: 3 clusters Score -472252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -472257.593750 Penalty: 4093.858887
	Iteration 75Q: 3 clusters Score -472257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -472260.437500 Penalty: 4093.858887
	Iteration 76Q: 3 clusters Score -472260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -472263.875000 Penalty: 4093.858887
	Iteration 77Q: 3 clusters Score -472263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -472271.781250 Penalty: 4093.858887
	Iteration 78Q: 3 clusters Score -472271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -472279.593750 Penalty: 4093.858887
	Iteration 79Q: 3 clusters Score -472279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -472287.406250 Penalty: 4093.858887
	Iteration 80F: 3 clusters Score -472287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -472288.656250 Penalty: 4093.858887
	Iteration 81Q: 3 clusters Score -472288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -472288.500000 Penalty: 4093.858887
	Iteration 82Q: 3 clusters Score -472288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -472290.187500 Penalty: 4093.858887
	Iteration 83Q: 3 clusters Score -472290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -472290.531250 Penalty: 4093.858887
	Iteration 84Q: 3 clusters Score -472290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -472291.250000 Penalty: 4093.858887
	Iteration 85Q: 3 clusters Score -472291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -472290.875000 Penalty: 4093.858887
	Iteration 86Q: 3 clusters Score -472290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -472290.968750 Penalty: 4093.858887
	Iteration 87Q: 3 clusters Score -472291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -472294.375000 Penalty: 4093.858887
	Iteration 88Q: 3 clusters Score -472294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -472296.093750 Penalty: 4093.858887
	Iteration 89Q: 3 clusters Score -472296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -472298.968750 Penalty: 4093.858887
	Iteration 90Q: 3 clusters Score -472299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -472300.750000 Penalty: 4093.858887
	Iteration 91Q: 3 clusters Score -472300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -472302.843750 Penalty: 4093.858887
	Iteration 92Q: 3 clusters Score -472302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -472303.468750 Penalty: 4093.858887
	Iteration 93Q: 3 clusters Score -472303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -472303.468750 Penalty: 4093.858887
	Iteration 94F: 3 clusters Score -472303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Entering Unmasked Estep 
Score: -11784880.000000 Penalty: 2830.074463
	Iteration 0F: 2 clusters Score -1.178488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -11724297.000000 Penalty: 5660.148926
	Iteration 0F: 3 clusters Score -1.17243e+07 nChanged 42536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -11749143.000000 Penalty: 5660.148926
	Iteration 1F: 3 clusters Score -1.174914e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -11750282.000000 Penalty: 5660.148926
	Iteration 2Q: 3 clusters Score -1.175028e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -11751653.000000 Penalty: 5660.148926
	Iteration 3Q: 3 clusters Score -1.175165e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -11753729.000000 Penalty: 5660.148926
	Iteration 4F: 3 clusters Score -1.175373e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -11757017.000000 Penalty: 5660.148926
	Iteration 5F: 3 clusters Score -1.175702e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -11761903.000000 Penalty: 5660.148926
	Iteration 6F: 3 clusters Score -1.17619e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -11767418.000000 Penalty: 5660.148926
	Iteration 7F: 3 clusters Score -1.176742e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -11772610.000000 Penalty: 5660.148926
	Iteration 8F: 3 clusters Score -1.177261e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -11776285.000000 Penalty: 5660.148926
	Iteration 9Q: 3 clusters Score -1.177628e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -11778159.000000 Penalty: 5660.148926
	Iteration 10Q: 3 clusters Score -1.177816e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -11779083.000000 Penalty: 5660.148926
	Iteration 11Q: 3 clusters Score -1.177908e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -11779655.000000 Penalty: 5660.148926
	Iteration 12Q: 3 clusters Score -1.177966e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -11780047.000000 Penalty: 5660.148926
	Iteration 13Q: 3 clusters Score -1.178005e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -11780336.000000 Penalty: 5660.148926
	Iteration 14Q: 3 clusters Score -1.178034e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -11780703.000000 Penalty: 5660.148926
	Iteration 15Q: 3 clusters Score -1.17807e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -11781060.000000 Penalty: 5660.148926
	Iteration 16Q: 3 clusters Score -1.178106e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11781300.000000 Penalty: 5660.148926
	Iteration 17Q: 3 clusters Score -1.17813e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -11781502.000000 Penalty: 5660.148926
	Iteration 18Q: 3 clusters Score -1.17815e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -11781630.000000 Penalty: 5660.148926
	Iteration 19Q: 3 clusters Score -1.178163e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11781746.000000 Penalty: 5660.148926
	Iteration 20F: 3 clusters Score -1.178175e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11781838.000000 Penalty: 5660.148926
	Iteration 21Q: 3 clusters Score -1.178184e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -11781932.000000 Penalty: 5660.148926
	Iteration 22Q: 3 clusters Score -1.178193e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -11781985.000000 Penalty: 5660.148926
	Iteration 23Q: 3 clusters Score -1.178198e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -11782047.000000 Penalty: 5660.148926
	Iteration 24Q: 3 clusters Score -1.178205e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11782067.000000 Penalty: 5660.148926
	Iteration 25Q: 3 clusters Score -1.178207e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -11782121.000000 Penalty: 5660.148926
	Iteration 26Q: 3 clusters Score -1.178212e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -11782165.000000 Penalty: 5660.148926
	Iteration 27Q: 3 clusters Score -1.178216e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -11782195.000000 Penalty: 5660.148926
	Iteration 28Q: 3 clusters Score -1.17822e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -11782240.000000 Penalty: 5660.148926
	Iteration 29Q: 3 clusters Score -1.178224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -11782295.000000 Penalty: 5660.148926
	Iteration 30Q: 3 clusters Score -1.17823e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -11782330.000000 Penalty: 5660.148926
	Iteration 31Q: 3 clusters Score -1.178233e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11782333.000000 Penalty: 5660.148926
	Iteration 32Q: 3 clusters Score -1.178233e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11782353.000000 Penalty: 5660.148926
	Iteration 33Q: 3 clusters Score -1.178235e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11782386.000000 Penalty: 5660.148926
	Iteration 34Q: 3 clusters Score -1.178239e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -11782394.000000 Penalty: 5660.148926
	Iteration 35Q: 3 clusters Score -1.178239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11782431.000000 Penalty: 5660.148926
	Iteration 36Q: 3 clusters Score -1.178243e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11782453.000000 Penalty: 5660.148926
	Iteration 37Q: 3 clusters Score -1.178245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11782460.000000 Penalty: 5660.148926
	Iteration 38Q: 3 clusters Score -1.178246e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11782490.000000 Penalty: 5660.148926
	Iteration 39Q: 3 clusters Score -1.178249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11782516.000000 Penalty: 5660.148926
	Iteration 40F: 3 clusters Score -1.178252e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11782545.000000 Penalty: 5660.148926
	Iteration 41Q: 3 clusters Score -1.178254e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11782547.000000 Penalty: 5660.148926
	Iteration 42Q: 3 clusters Score -1.178255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11782530.000000 Penalty: 5660.148926
	Iteration 43Q: 3 clusters Score -1.178253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11782540.000000 Penalty: 5660.148926
	Iteration 44Q: 3 clusters Score -1.178254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11782542.000000 Penalty: 5660.148926
	Iteration 45Q: 3 clusters Score -1.178254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11782541.000000 Penalty: 5660.148926
	Iteration 46Q: 3 clusters Score -1.178254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11782548.000000 Penalty: 5660.148926
	Iteration 47Q: 3 clusters Score -1.178255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11782550.000000 Penalty: 5660.148926
	Iteration 48Q: 3 clusters Score -1.178255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11782561.000000 Penalty: 5660.148926
	Iteration 49Q: 3 clusters Score -1.178256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11782566.000000 Penalty: 5660.148926
	Iteration 50Q: 3 clusters Score -1.178257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11782564.000000 Penalty: 5660.148926
	Iteration 51Q: 3 clusters Score -1.178256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11782565.000000 Penalty: 5660.148926
	Iteration 52Q: 3 clusters Score -1.178256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11782573.000000 Penalty: 5660.148926
	Iteration 53Q: 3 clusters Score -1.178257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11782566.000000 Penalty: 5660.148926
	Iteration 54Q: 3 clusters Score -1.178257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11782576.000000 Penalty: 5660.148926
	Iteration 55Q: 3 clusters Score -1.178258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11782581.000000 Penalty: 5660.148926
	Iteration 56Q: 3 clusters Score -1.178258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11782573.000000 Penalty: 5660.148926
	Iteration 57Q: 3 clusters Score -1.178257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11782569.000000 Penalty: 5660.148926
	Iteration 58Q: 3 clusters Score -1.178257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11782572.000000 Penalty: 5660.148926
	Iteration 59Q: 3 clusters Score -1.178257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11782571.000000 Penalty: 5660.148926
	Iteration 60F: 3 clusters Score -1.178257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11782587.000000 Penalty: 5660.148926
	Iteration 61Q: 3 clusters Score -1.178259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11782564.000000 Penalty: 5660.148926
	Iteration 62Q: 3 clusters Score -1.178256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11782575.000000 Penalty: 5660.148926
	Iteration 63Q: 3 clusters Score -1.178258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11782582.000000 Penalty: 5660.148926
	Iteration 64Q: 3 clusters Score -1.178258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11782590.000000 Penalty: 5660.148926
	Iteration 65Q: 3 clusters Score -1.178259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11782601.000000 Penalty: 5660.148926
	Iteration 66Q: 3 clusters Score -1.17826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11782602.000000 Penalty: 5660.148926
	Iteration 67Q: 3 clusters Score -1.17826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11782602.000000 Penalty: 5660.148926
	Iteration 68Q: 3 clusters Score -1.17826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11782605.000000 Penalty: 5660.148926
	Iteration 69Q: 3 clusters Score -1.17826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11782600.000000 Penalty: 5660.148926
	Iteration 70Q: 3 clusters Score -1.17826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11782600.000000 Penalty: 5660.148926
	Iteration 71F: 3 clusters Score -1.17826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192264 members 
Entering Unmasked Estep 
Score: -24848110.000000 Penalty: 3017.322998
	Iteration 0F: 2 clusters Score -2.484811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -24722566.000000 Penalty: 6034.645996
	Iteration 0F: 3 clusters Score -2.472257e+07 nChanged 92614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -24777594.000000 Penalty: 6034.645996
	Iteration 1F: 3 clusters Score -2.477759e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -24779636.000000 Penalty: 6034.645996
	Iteration 2Q: 3 clusters Score -2.477964e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -24782798.000000 Penalty: 6034.645996
	Iteration 3Q: 3 clusters Score -2.47828e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -24787882.000000 Penalty: 6034.645996
	Iteration 4F: 3 clusters Score -2.478788e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -24795378.000000 Penalty: 6034.645996
	Iteration 5F: 3 clusters Score -2.479538e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 121743 members 
Entering Unmasked Estep 
Score: -24806044.000000 Penalty: 6034.645996
	Iteration 6F: 3 clusters Score -2.480604e+07 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 129916 members 
Entering Unmasked Estep 
Score: -24817416.000000 Penalty: 6034.645996
	Iteration 7F: 3 clusters Score -2.481742e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 136426 members 
Entering Unmasked Estep 
Score: -24825934.000000 Penalty: 6034.645996
	Iteration 8F: 3 clusters Score -2.482593e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -24830526.000000 Penalty: 6034.645996
	Iteration 9Q: 3 clusters Score -2.483053e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -24832800.000000 Penalty: 6034.645996
	Iteration 10Q: 3 clusters Score -2.48328e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -24834154.000000 Penalty: 6034.645996
	Iteration 11Q: 3 clusters Score -2.483415e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 152756 members 
Entering Unmasked Estep 
Score: -24835552.000000 Penalty: 6034.645996
	Iteration 12Q: 3 clusters Score -2.483555e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -24836684.000000 Penalty: 6034.645996
	Iteration 13Q: 3 clusters Score -2.483668e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -24837868.000000 Penalty: 6034.645996
	Iteration 14Q: 3 clusters Score -2.483787e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -24839110.000000 Penalty: 6034.645996
	Iteration 15Q: 3 clusters Score -2.483911e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 165960 members 
Entering Unmasked Estep 
Score: -24840080.000000 Penalty: 6034.645996
	Iteration 16Q: 3 clusters Score -2.484008e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 168973 members 
Entering Unmasked Estep 
Score: -24840900.000000 Penalty: 6034.645996
	Iteration 17Q: 3 clusters Score -2.48409e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -24841794.000000 Penalty: 6034.645996
	Iteration 18Q: 3 clusters Score -2.484179e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -24842546.000000 Penalty: 6034.645996
	Iteration 19Q: 3 clusters Score -2.484255e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 176387 members 
Entering Unmasked Estep 
Score: -24843074.000000 Penalty: 6034.645996
	Iteration 20F: 3 clusters Score -2.484307e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 178446 members 
Entering Unmasked Estep 
Score: -24843798.000000 Penalty: 6034.645996
	Iteration 21Q: 3 clusters Score -2.48438e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 180310 members 
Entering Unmasked Estep 
Score: -24844362.000000 Penalty: 6034.645996
	Iteration 22Q: 3 clusters Score -2.484436e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -24844914.000000 Penalty: 6034.645996
	Iteration 23Q: 3 clusters Score -2.484491e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 183268 members 
Entering Unmasked Estep 
Score: -24845308.000000 Penalty: 6034.645996
	Iteration 24Q: 3 clusters Score -2.484531e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -24845560.000000 Penalty: 6034.645996
	Iteration 25Q: 3 clusters Score -2.484556e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 185489 members 
Entering Unmasked Estep 
Score: -24845822.000000 Penalty: 6034.645996
	Iteration 26Q: 3 clusters Score -2.484582e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 186315 members 
Entering Unmasked Estep 
Score: -24845986.000000 Penalty: 6034.645996
	Iteration 27Q: 3 clusters Score -2.484599e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -24846038.000000 Penalty: 6034.645996
	Iteration 28Q: 3 clusters Score -2.484604e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 187552 members 
Entering Unmasked Estep 
Score: -24846136.000000 Penalty: 6034.645996
	Iteration 29Q: 3 clusters Score -2.484614e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 188012 members 
Entering Unmasked Estep 
Score: -24846236.000000 Penalty: 6034.645996
	Iteration 30Q: 3 clusters Score -2.484624e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -24846274.000000 Penalty: 6034.645996
	Iteration 31Q: 3 clusters Score -2.484627e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -24846312.000000 Penalty: 6034.645996
	Iteration 32Q: 3 clusters Score -2.484631e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 188877 members 
Entering Unmasked Estep 
Score: -24846314.000000 Penalty: 6034.645996
	Iteration 33Q: 3 clusters Score -2.484631e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 189064 members 
Entering Unmasked Estep 
Score: -24846328.000000 Penalty: 6034.645996
	Iteration 34Q: 3 clusters Score -2.484633e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 189224 members 
Entering Unmasked Estep 
Score: -24846354.000000 Penalty: 6034.645996
	Iteration 35Q: 3 clusters Score -2.484635e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 189342 members 
Entering Unmasked Estep 
Score: -24846368.000000 Penalty: 6034.645996
	Iteration 36Q: 3 clusters Score -2.484637e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -24846362.000000 Penalty: 6034.645996
	Iteration 37Q: 3 clusters Score -2.484636e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 189545 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 6034.645996
	Iteration 38Q: 3 clusters Score -2.484641e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 189614 members 
Entering Unmasked Estep 
Score: -24846414.000000 Penalty: 6034.645996
	Iteration 39Q: 3 clusters Score -2.484641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 189679 members 
Entering Unmasked Estep 
Score: -24846422.000000 Penalty: 6034.645996
	Iteration 40F: 3 clusters Score -2.484642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 189742 members 
Entering Unmasked Estep 
Score: -24846416.000000 Penalty: 6034.645996
	Iteration 41Q: 3 clusters Score -2.484642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 189795 members 
Entering Unmasked Estep 
Score: -24846400.000000 Penalty: 6034.645996
	Iteration 42Q: 3 clusters Score -2.48464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 189845 members 
Entering Unmasked Estep 
Score: -24846384.000000 Penalty: 6034.645996
	Iteration 43Q: 3 clusters Score -2.484638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 189879 members 
Entering Unmasked Estep 
Score: -24846384.000000 Penalty: 6034.645996
	Iteration 44Q: 3 clusters Score -2.484638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 189907 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 6034.645996
	Iteration 45Q: 3 clusters Score -2.484641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -24846426.000000 Penalty: 6034.645996
	Iteration 46Q: 3 clusters Score -2.484643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 189959 members 
Entering Unmasked Estep 
Score: -24846400.000000 Penalty: 6034.645996
	Iteration 47Q: 3 clusters Score -2.48464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 6034.645996
	Iteration 48Q: 3 clusters Score -2.484641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -24846438.000000 Penalty: 6034.645996
	Iteration 49Q: 3 clusters Score -2.484644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -24846440.000000 Penalty: 6034.645996
	Iteration 50Q: 3 clusters Score -2.484644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 190042 members 
Entering Unmasked Estep 
Score: -24846436.000000 Penalty: 6034.645996
	Iteration 51Q: 3 clusters Score -2.484644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -24846424.000000 Penalty: 6034.645996
	Iteration 52Q: 3 clusters Score -2.484642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 190055 members 
Entering Unmasked Estep 
Score: -24846422.000000 Penalty: 6034.645996
	Iteration 53Q: 3 clusters Score -2.484642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -24846440.000000 Penalty: 6034.645996
	Iteration 54Q: 3 clusters Score -2.484644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 190063 members 
Entering Unmasked Estep 
Score: -24846444.000000 Penalty: 6034.645996
	Iteration 55Q: 3 clusters Score -2.484644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 190069 members 
Entering Unmasked Estep 
Score: -24846448.000000 Penalty: 6034.645996
	Iteration 56Q: 3 clusters Score -2.484645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 190077 members 
Entering Unmasked Estep 
Score: -24846424.000000 Penalty: 6034.645996
	Iteration 57Q: 3 clusters Score -2.484642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 190083 members 
Entering Unmasked Estep 
Score: -24846430.000000 Penalty: 6034.645996
	Iteration 58Q: 3 clusters Score -2.484643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 190093 members 
Entering Unmasked Estep 
Score: -24846412.000000 Penalty: 6034.645996
	Iteration 59Q: 3 clusters Score -2.484641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -24846400.000000 Penalty: 6034.645996
	Iteration 60F: 3 clusters Score -2.48464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 190105 members 
Entering Unmasked Estep 
Score: -24846412.000000 Penalty: 6034.645996
	Iteration 61Q: 3 clusters Score -2.484641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 190107 members 
Entering Unmasked Estep 
Score: -24846408.000000 Penalty: 6034.645996
	Iteration 62Q: 3 clusters Score -2.484641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -24846404.000000 Penalty: 6034.645996
	Iteration 63Q: 3 clusters Score -2.48464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 190114 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 6034.645996
	Iteration 64Q: 3 clusters Score -2.484641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 190117 members 
Entering Unmasked Estep 
Score: -24846420.000000 Penalty: 6034.645996
	Iteration 65Q: 3 clusters Score -2.484642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 190119 members 
Entering Unmasked Estep 
Score: -24846400.000000 Penalty: 6034.645996
	Iteration 66Q: 3 clusters Score -2.48464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 190123 members 
Entering Unmasked Estep 
Score: -24846406.000000 Penalty: 6034.645996
	Iteration 67Q: 3 clusters Score -2.484641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 190126 members 
Entering Unmasked Estep 
Score: -24846408.000000 Penalty: 6034.645996
	Iteration 68Q: 3 clusters Score -2.484641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -24846404.000000 Penalty: 6034.645996
	Iteration 69Q: 3 clusters Score -2.48464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -24846380.000000 Penalty: 6034.645996
	Iteration 70Q: 3 clusters Score -2.484638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 190145 members 
Entering Unmasked Estep 
Score: -24846374.000000 Penalty: 6034.645996
	Iteration 71Q: 3 clusters Score -2.484637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 190154 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 6034.645996
	Iteration 72Q: 3 clusters Score -2.484639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 190159 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 6034.645996
	Iteration 73Q: 3 clusters Score -2.484639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 190163 members 
Entering Unmasked Estep 
Score: -24846394.000000 Penalty: 6034.645996
	Iteration 74Q: 3 clusters Score -2.484639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 190169 members 
Entering Unmasked Estep 
Score: -24846398.000000 Penalty: 6034.645996
	Iteration 75Q: 3 clusters Score -2.48464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 6034.645996
	Iteration 76Q: 3 clusters Score -2.484639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -24846406.000000 Penalty: 6034.645996
	Iteration 77Q: 3 clusters Score -2.484641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 190185 members 
Entering Unmasked Estep 
Score: -24846410.000000 Penalty: 6034.645996
	Iteration 78Q: 3 clusters Score -2.484641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 190192 members 
Entering Unmasked Estep 
Score: -24846386.000000 Penalty: 6034.645996
	Iteration 79Q: 3 clusters Score -2.484639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 190197 members 
Entering Unmasked Estep 
Score: -24846390.000000 Penalty: 6034.645996
	Iteration 80F: 3 clusters Score -2.484639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 190204 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 6034.645996
	Iteration 81Q: 3 clusters Score -2.484639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -24846392.000000 Penalty: 6034.645996
	Iteration 82Q: 3 clusters Score -2.484639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 190218 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 6034.645996
	Iteration 83Q: 3 clusters Score -2.484639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -24846408.000000 Penalty: 6034.645996
	Iteration 84Q: 3 clusters Score -2.484641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 190232 members 
Entering Unmasked Estep 
Score: -24846390.000000 Penalty: 6034.645996
	Iteration 85Q: 3 clusters Score -2.484639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 190239 members 
Entering Unmasked Estep 
Score: -24846378.000000 Penalty: 6034.645996
	Iteration 86Q: 3 clusters Score -2.484638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 190243 members 
Entering Unmasked Estep 
Score: -24846374.000000 Penalty: 6034.645996
	Iteration 87Q: 3 clusters Score -2.484637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 190244 members 
Entering Unmasked Estep 
Score: -24846376.000000 Penalty: 6034.645996
	Iteration 88Q: 3 clusters Score -2.484638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -24846376.000000 Penalty: 6034.645996
	Iteration 89Q: 3 clusters Score -2.484638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -24846380.000000 Penalty: 6034.645996
	Iteration 90Q: 3 clusters Score -2.484638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 190251 members 
Entering Unmasked Estep 
Score: -24846382.000000 Penalty: 6034.645996
	Iteration 91Q: 3 clusters Score -2.484638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 190254 members 
Entering Unmasked Estep 
Score: -24846380.000000 Penalty: 6034.645996
	Iteration 92Q: 3 clusters Score -2.484638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 190261 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 6034.645996
	Iteration 93Q: 3 clusters Score -2.484639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 190268 members 
Entering Unmasked Estep 
Score: -24846372.000000 Penalty: 6034.645996
	Iteration 94Q: 3 clusters Score -2.484637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -24846382.000000 Penalty: 6034.645996
	Iteration 95Q: 3 clusters Score -2.484638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 190280 members 
Entering Unmasked Estep 
Score: -24846380.000000 Penalty: 6034.645996
	Iteration 96Q: 3 clusters Score -2.484638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 190281 members 
Entering Unmasked Estep 
Score: -24846368.000000 Penalty: 6034.645996
	Iteration 97Q: 3 clusters Score -2.484637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 190283 members 
Entering Unmasked Estep 
Score: -24846352.000000 Penalty: 6034.645996
	Iteration 98Q: 3 clusters Score -2.484635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 190289 members 
Entering Unmasked Estep 
Score: -24846362.000000 Penalty: 6034.645996
	Iteration 99Q: 3 clusters Score -2.484636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 190293 members 
Entering Unmasked Estep 
Score: -24846374.000000 Penalty: 6034.645996
	Iteration 100F: 3 clusters Score -2.484637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -24846366.000000 Penalty: 6034.645996
	Iteration 101Q: 3 clusters Score -2.484637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -24846382.000000 Penalty: 6034.645996
	Iteration 102Q: 3 clusters Score -2.484638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 190307 members 
Entering Unmasked Estep 
Score: -24846384.000000 Penalty: 6034.645996
	Iteration 103Q: 3 clusters Score -2.484638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -24846378.000000 Penalty: 6034.645996
	Iteration 104Q: 3 clusters Score -2.484638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -24846390.000000 Penalty: 6034.645996
	Iteration 105Q: 3 clusters Score -2.484639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 190314 members 
Entering Unmasked Estep 
Score: -24846390.000000 Penalty: 6034.645996
	Iteration 106F: 3 clusters Score -2.484639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -196917.750000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -196917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194571.937500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -194571.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194975.187500 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -194975.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195091.468750 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -195091.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195154.203125 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -195154.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195186.031250 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -195186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195204.000000 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -195204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195218.906250 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -195218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -195228.046875 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -195228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -195235.968750 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -195236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -195240.234375 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -195240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195244.437500 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -195244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -195245.859375 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -195245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -195247.312500 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -195247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -195250.000000 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -195250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195252.734375 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -195252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195255.812500 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -195255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -195259.187500 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -195259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -195261.500000 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -195261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195262.078125 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -195262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195262.078125 Penalty: 3632.619873
	Iteration 19F: 3 clusters Score -195262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -1418000.250000 Penalty: 2313.551025
	Iteration 0F: 2 clusters Score -1418000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1409480.250000 Penalty: 4627.102051
	Iteration 0F: 3 clusters Score -1409480 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1412088.000000 Penalty: 4627.102051
	Iteration 1F: 3 clusters Score -1412088 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1412439.500000 Penalty: 4627.102051
	Iteration 2F: 3 clusters Score -1412440 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1412742.875000 Penalty: 4627.102051
	Iteration 3F: 3 clusters Score -1412743 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1413022.875000 Penalty: 4627.102051
	Iteration 4Q: 3 clusters Score -1413023 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1413271.875000 Penalty: 4627.102051
	Iteration 5Q: 3 clusters Score -1413272 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1413516.375000 Penalty: 4627.102051
	Iteration 6Q: 3 clusters Score -1413516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1413737.750000 Penalty: 4627.102051
	Iteration 7Q: 3 clusters Score -1413738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1413967.625000 Penalty: 4627.102051
	Iteration 8Q: 3 clusters Score -1413968 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1414192.875000 Penalty: 4627.102051
	Iteration 9Q: 3 clusters Score -1414193 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1414435.250000 Penalty: 4627.102051
	Iteration 10Q: 3 clusters Score -1414435 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1414658.875000 Penalty: 4627.102051
	Iteration 11Q: 3 clusters Score -1414659 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1414879.250000 Penalty: 4627.102051
	Iteration 12Q: 3 clusters Score -1414879 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1415079.875000 Penalty: 4627.102051
	Iteration 13Q: 3 clusters Score -1415080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1415213.375000 Penalty: 4627.102051
	Iteration 14Q: 3 clusters Score -1415213 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1415316.000000 Penalty: 4627.102051
	Iteration 15Q: 3 clusters Score -1415316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1415419.000000 Penalty: 4627.102051
	Iteration 16Q: 3 clusters Score -1415419 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1415499.250000 Penalty: 4627.102051
	Iteration 17Q: 3 clusters Score -1415499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1415562.875000 Penalty: 4627.102051
	Iteration 18Q: 3 clusters Score -1415563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1415611.375000 Penalty: 4627.102051
	Iteration 19Q: 3 clusters Score -1415611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1415646.625000 Penalty: 4627.102051
	Iteration 20F: 3 clusters Score -1415647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1415683.500000 Penalty: 4627.102051
	Iteration 21Q: 3 clusters Score -1415684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1415711.375000 Penalty: 4627.102051
	Iteration 22Q: 3 clusters Score -1415711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1415748.625000 Penalty: 4627.102051
	Iteration 23Q: 3 clusters Score -1415749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1415783.250000 Penalty: 4627.102051
	Iteration 24Q: 3 clusters Score -1415783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1415811.000000 Penalty: 4627.102051
	Iteration 25Q: 3 clusters Score -1415811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1415839.000000 Penalty: 4627.102051
	Iteration 26Q: 3 clusters Score -1415839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1415863.500000 Penalty: 4627.102051
	Iteration 27Q: 3 clusters Score -1415864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1415880.375000 Penalty: 4627.102051
	Iteration 28Q: 3 clusters Score -1415880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1415901.250000 Penalty: 4627.102051
	Iteration 29Q: 3 clusters Score -1415901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1415918.625000 Penalty: 4627.102051
	Iteration 30Q: 3 clusters Score -1415919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1415939.750000 Penalty: 4627.102051
	Iteration 31Q: 3 clusters Score -1415940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1415952.000000 Penalty: 4627.102051
	Iteration 32Q: 3 clusters Score -1415952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1415966.250000 Penalty: 4627.102051
	Iteration 33Q: 3 clusters Score -1415966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1415975.500000 Penalty: 4627.102051
	Iteration 34Q: 3 clusters Score -1415976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1415985.750000 Penalty: 4627.102051
	Iteration 35Q: 3 clusters Score -1415986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1415994.000000 Penalty: 4627.102051
	Iteration 36Q: 3 clusters Score -1415994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1416001.750000 Penalty: 4627.102051
	Iteration 37Q: 3 clusters Score -1416002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1416008.125000 Penalty: 4627.102051
	Iteration 38Q: 3 clusters Score -1416008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1416011.500000 Penalty: 4627.102051
	Iteration 39Q: 3 clusters Score -1416012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1416017.125000 Penalty: 4627.102051
	Iteration 40F: 3 clusters Score -1416017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1416020.125000 Penalty: 4627.102051
	Iteration 41Q: 3 clusters Score -1416020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1416020.375000 Penalty: 4627.102051
	Iteration 42Q: 3 clusters Score -1416020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1416026.750000 Penalty: 4627.102051
	Iteration 43Q: 3 clusters Score -1416027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1416026.750000 Penalty: 4627.102051
	Iteration 44Q: 3 clusters Score -1416027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1416028.500000 Penalty: 4627.102051
	Iteration 45Q: 3 clusters Score -1416028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1416030.625000 Penalty: 4627.102051
	Iteration 46Q: 3 clusters Score -1416031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1416034.375000 Penalty: 4627.102051
	Iteration 47Q: 3 clusters Score -1416034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1416038.625000 Penalty: 4627.102051
	Iteration 48Q: 3 clusters Score -1416039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1416044.875000 Penalty: 4627.102051
	Iteration 49Q: 3 clusters Score -1416045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1416048.125000 Penalty: 4627.102051
	Iteration 50Q: 3 clusters Score -1416048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1416050.875000 Penalty: 4627.102051
	Iteration 51Q: 3 clusters Score -1416051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1416051.625000 Penalty: 4627.102051
	Iteration 52Q: 3 clusters Score -1416052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1416052.125000 Penalty: 4627.102051
	Iteration 53Q: 3 clusters Score -1416052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1416052.125000 Penalty: 4627.102051
	Iteration 54F: 3 clusters Score -1416052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -729868.187500 Penalty: 2155.487793
	Iteration 0F: 2 clusters Score -729868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -724752.750000 Penalty: 4310.975586
	Iteration 0F: 3 clusters Score -724752.8 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -726113.875000 Penalty: 4310.975586
	Iteration 1F: 3 clusters Score -726113.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -726398.875000 Penalty: 4310.975586
	Iteration 2F: 3 clusters Score -726398.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -726610.312500 Penalty: 4310.975586
	Iteration 3F: 3 clusters Score -726610.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -726855.312500 Penalty: 4310.975586
	Iteration 4Q: 3 clusters Score -726855.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -727209.562500 Penalty: 4310.975586
	Iteration 5F: 3 clusters Score -727209.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -727597.562500 Penalty: 4310.975586
	Iteration 6F: 3 clusters Score -727597.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -727927.875000 Penalty: 4310.975586
	Iteration 7F: 3 clusters Score -727927.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -728236.187500 Penalty: 4310.975586
	Iteration 8F: 3 clusters Score -728236.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -728511.687500 Penalty: 4310.975586
	Iteration 9Q: 3 clusters Score -728511.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -728729.750000 Penalty: 4310.975586
	Iteration 10Q: 3 clusters Score -728729.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -728870.625000 Penalty: 4310.975586
	Iteration 11Q: 3 clusters Score -728870.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -728976.500000 Penalty: 4310.975586
	Iteration 12Q: 3 clusters Score -728976.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -729049.062500 Penalty: 4310.975586
	Iteration 13Q: 3 clusters Score -729049.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -729098.750000 Penalty: 4310.975586
	Iteration 14Q: 3 clusters Score -729098.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -729125.375000 Penalty: 4310.975586
	Iteration 15Q: 3 clusters Score -729125.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -729138.187500 Penalty: 4310.975586
	Iteration 16Q: 3 clusters Score -729138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -729149.562500 Penalty: 4310.975586
	Iteration 17Q: 3 clusters Score -729149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -729166.500000 Penalty: 4310.975586
	Iteration 18Q: 3 clusters Score -729166.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -729175.187500 Penalty: 4310.975586
	Iteration 19Q: 3 clusters Score -729175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -729184.937500 Penalty: 4310.975586
	Iteration 20F: 3 clusters Score -729184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -729189.437500 Penalty: 4310.975586
	Iteration 21Q: 3 clusters Score -729189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -729190.187500 Penalty: 4310.975586
	Iteration 22Q: 3 clusters Score -729190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -729192.375000 Penalty: 4310.975586
	Iteration 23Q: 3 clusters Score -729192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -729192.125000 Penalty: 4310.975586
	Iteration 24Q: 3 clusters Score -729192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -729191.562500 Penalty: 4310.975586
	Iteration 25Q: 3 clusters Score -729191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -729192.437500 Penalty: 4310.975586
	Iteration 26Q: 3 clusters Score -729192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -729193.500000 Penalty: 4310.975586
	Iteration 27Q: 3 clusters Score -729193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -729194.062500 Penalty: 4310.975586
	Iteration 28Q: 3 clusters Score -729194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -729194.125000 Penalty: 4310.975586
	Iteration 29Q: 3 clusters Score -729194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -729194.125000 Penalty: 4310.975586
	Iteration 30Q: 3 clusters Score -729194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -729194.125000 Penalty: 4310.975586
	Iteration 31F: 3 clusters Score -729194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -152175.609375 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -152175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -150030.875000 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -150030.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150685.218750 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -150685.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151217.296875 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -151217.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -151835.640625 Penalty: 3584.920654
	Iteration 3F: 3 clusters Score -151835.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152929.921875 Penalty: 3584.920654
	Iteration 4F: 3 clusters Score -152929.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153925.312500 Penalty: 3584.920654
	Iteration 5F: 3 clusters Score -153925.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -154344.234375 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -154344.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -154610.218750 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -154610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -154623.328125 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -154623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -154623.328125 Penalty: 3584.920654
	Iteration 9F: 3 clusters Score -154623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143393 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96863 members 
Mstep: Class 6 contains 155302 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62950 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 866 members 
Entering Unmasked Estep 
Score: -138558176.000000 Penalty: 79307.039062
Splitting cluster 13 changes total score from -138557024.000000 to -138558176.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -65645.031250 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -65645.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64074.152344 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -64074.15 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64280.500000 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -64280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64326.558594 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -64326.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64351.675781 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -64351.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64369.359375 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -64369.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64384.085938 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -64384.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64406.734375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -64406.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64434.464844 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -64434.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64437.296875 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -64437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64438.671875 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -64438.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64441.210938 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -64441.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64444.804688 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -64444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64444.804688 Penalty: 3127.006592
	Iteration 12F: 3 clusters Score -64444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Entering Unmasked Estep 
Score: -5913868.000000 Penalty: 2658.960205
	Iteration 0F: 2 clusters Score -5913868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5883200.500000 Penalty: 5317.920410
	Iteration 0F: 3 clusters Score -5883200 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5894748.500000 Penalty: 5317.920410
	Iteration 1F: 3 clusters Score -5894748 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5895289.500000 Penalty: 5317.920410
	Iteration 2Q: 3 clusters Score -5895290 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5895756.000000 Penalty: 5317.920410
	Iteration 3Q: 3 clusters Score -5895756 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5896262.500000 Penalty: 5317.920410
	Iteration 4Q: 3 clusters Score -5896262 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5896970.000000 Penalty: 5317.920410
	Iteration 5Q: 3 clusters Score -5896970 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5897844.000000 Penalty: 5317.920410
	Iteration 6Q: 3 clusters Score -5897844 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5899111.500000 Penalty: 5317.920410
	Iteration 7F: 3 clusters Score -5899112 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5900832.000000 Penalty: 5317.920410
	Iteration 8F: 3 clusters Score -5900832 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5903063.000000 Penalty: 5317.920410
	Iteration 9F: 3 clusters Score -5903063 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5905465.500000 Penalty: 5317.920410
	Iteration 10F: 3 clusters Score -5905466 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5907381.500000 Penalty: 5317.920410
	Iteration 11F: 3 clusters Score -5907382 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -5908495.000000 Penalty: 5317.920410
	Iteration 12Q: 3 clusters Score -5908495 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -5909116.500000 Penalty: 5317.920410
	Iteration 13Q: 3 clusters Score -5909116 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5909463.000000 Penalty: 5317.920410
	Iteration 14Q: 3 clusters Score -5909463 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -5909757.000000 Penalty: 5317.920410
	Iteration 15Q: 3 clusters Score -5909757 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5910015.500000 Penalty: 5317.920410
	Iteration 16Q: 3 clusters Score -5910016 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -5910221.000000 Penalty: 5317.920410
	Iteration 17Q: 3 clusters Score -5910221 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5910359.500000 Penalty: 5317.920410
	Iteration 18Q: 3 clusters Score -5910360 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5910554.500000 Penalty: 5317.920410
	Iteration 19Q: 3 clusters Score -5910554 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5910715.500000 Penalty: 5317.920410
	Iteration 20F: 3 clusters Score -5910716 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5910850.000000 Penalty: 5317.920410
	Iteration 21Q: 3 clusters Score -5910850 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5911012.000000 Penalty: 5317.920410
	Iteration 22Q: 3 clusters Score -5911012 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5911139.500000 Penalty: 5317.920410
	Iteration 23Q: 3 clusters Score -5911140 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5911274.500000 Penalty: 5317.920410
	Iteration 24Q: 3 clusters Score -5911274 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5911358.000000 Penalty: 5317.920410
	Iteration 25Q: 3 clusters Score -5911358 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5911425.500000 Penalty: 5317.920410
	Iteration 26Q: 3 clusters Score -5911426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5911477.500000 Penalty: 5317.920410
	Iteration 27Q: 3 clusters Score -5911478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5911514.000000 Penalty: 5317.920410
	Iteration 28Q: 3 clusters Score -5911514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5911557.000000 Penalty: 5317.920410
	Iteration 29Q: 3 clusters Score -5911557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5911598.000000 Penalty: 5317.920410
	Iteration 30Q: 3 clusters Score -5911598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5911645.000000 Penalty: 5317.920410
	Iteration 31Q: 3 clusters Score -5911645 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5911678.000000 Penalty: 5317.920410
	Iteration 32Q: 3 clusters Score -5911678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5911711.000000 Penalty: 5317.920410
	Iteration 33Q: 3 clusters Score -5911711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5911732.500000 Penalty: 5317.920410
	Iteration 34Q: 3 clusters Score -5911732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5911760.000000 Penalty: 5317.920410
	Iteration 35Q: 3 clusters Score -5911760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5911776.000000 Penalty: 5317.920410
	Iteration 36Q: 3 clusters Score -5911776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5911783.000000 Penalty: 5317.920410
	Iteration 37Q: 3 clusters Score -5911783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -5911790.500000 Penalty: 5317.920410
	Iteration 38Q: 3 clusters Score -5911790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5911816.500000 Penalty: 5317.920410
	Iteration 39Q: 3 clusters Score -5911816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -5911822.500000 Penalty: 5317.920410
	Iteration 40F: 3 clusters Score -5911822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5911838.500000 Penalty: 5317.920410
	Iteration 41Q: 3 clusters Score -5911838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5911835.000000 Penalty: 5317.920410
	Iteration 42Q: 3 clusters Score -5911835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5911850.000000 Penalty: 5317.920410
	Iteration 43Q: 3 clusters Score -5911850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5911868.500000 Penalty: 5317.920410
	Iteration 44Q: 3 clusters Score -5911868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5911879.500000 Penalty: 5317.920410
	Iteration 45Q: 3 clusters Score -5911880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -5911875.000000 Penalty: 5317.920410
	Iteration 46Q: 3 clusters Score -5911875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5911892.000000 Penalty: 5317.920410
	Iteration 47Q: 3 clusters Score -5911892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5911895.500000 Penalty: 5317.920410
	Iteration 48Q: 3 clusters Score -5911896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5911897.500000 Penalty: 5317.920410
	Iteration 49Q: 3 clusters Score -5911898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5911917.000000 Penalty: 5317.920410
	Iteration 50Q: 3 clusters Score -5911917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5911926.000000 Penalty: 5317.920410
	Iteration 51Q: 3 clusters Score -5911926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5911919.500000 Penalty: 5317.920410
	Iteration 52Q: 3 clusters Score -5911920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5911922.000000 Penalty: 5317.920410
	Iteration 53Q: 3 clusters Score -5911922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -5911930.000000 Penalty: 5317.920410
	Iteration 54Q: 3 clusters Score -5911930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5911933.000000 Penalty: 5317.920410
	Iteration 55Q: 3 clusters Score -5911933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5911935.500000 Penalty: 5317.920410
	Iteration 56Q: 3 clusters Score -5911936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5911948.000000 Penalty: 5317.920410
	Iteration 57Q: 3 clusters Score -5911948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5911939.000000 Penalty: 5317.920410
	Iteration 58Q: 3 clusters Score -5911939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5911942.000000 Penalty: 5317.920410
	Iteration 59Q: 3 clusters Score -5911942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5911942.000000 Penalty: 5317.920410
	Iteration 60F: 3 clusters Score -5911942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5911941.000000 Penalty: 5317.920410
	Iteration 61Q: 3 clusters Score -5911941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5911939.000000 Penalty: 5317.920410
	Iteration 62Q: 3 clusters Score -5911939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5911940.500000 Penalty: 5317.920410
	Iteration 63Q: 3 clusters Score -5911940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5911940.500000 Penalty: 5317.920410
	Iteration 64Q: 3 clusters Score -5911940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5911940.500000 Penalty: 5317.920410
	Iteration 65F: 3 clusters Score -5911940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102365.093750 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -102365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100488.539062 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -100488.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100774.398438 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -100774.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100887.281250 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -100887.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100972.054688 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -100972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101035.031250 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -101035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101088.570312 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -101088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101133.093750 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -101133.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101158.679688 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -101158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101169.687500 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -101169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101185.812500 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -101185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101199.687500 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -101199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101211.531250 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -101211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101223.703125 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -101223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101228.398438 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -101228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101234.640625 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -101234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101239.132812 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -101239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101244.796875 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -101244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101248.484375 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -101248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101250.664062 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -101250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101257.187500 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -101257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101261.804688 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -101261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101269.632812 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -101269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101279.843750 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -101279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101287.437500 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -101287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101291.890625 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -101291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101294.054688 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -101294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101296.507812 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -101296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101297.109375 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -101297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101297.109375 Penalty: 3369.559082
	Iteration 28F: 3 clusters Score -101297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Entering Unmasked Estep 
Score: -5216583.000000 Penalty: 2634.904541
	Iteration 0F: 2 clusters Score -5216583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -5188626.500000 Penalty: 5269.809082
	Iteration 0F: 3 clusters Score -5188626 nChanged 18989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5198938.500000 Penalty: 5269.809082
	Iteration 1F: 3 clusters Score -5198938 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5199360.000000 Penalty: 5269.809082
	Iteration 2Q: 3 clusters Score -5199360 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5199723.500000 Penalty: 5269.809082
	Iteration 3Q: 3 clusters Score -5199724 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5200119.000000 Penalty: 5269.809082
	Iteration 4Q: 3 clusters Score -5200119 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5200586.000000 Penalty: 5269.809082
	Iteration 5Q: 3 clusters Score -5200586 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5201247.500000 Penalty: 5269.809082
	Iteration 6Q: 3 clusters Score -5201248 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5202250.000000 Penalty: 5269.809082
	Iteration 7Q: 3 clusters Score -5202250 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5203699.000000 Penalty: 5269.809082
	Iteration 8F: 3 clusters Score -5203699 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -5205991.500000 Penalty: 5269.809082
	Iteration 9F: 3 clusters Score -5205992 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5208835.500000 Penalty: 5269.809082
	Iteration 10F: 3 clusters Score -5208836 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5211437.000000 Penalty: 5269.809082
	Iteration 11F: 3 clusters Score -5211437 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5213115.500000 Penalty: 5269.809082
	Iteration 12Q: 3 clusters Score -5213116 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5213790.500000 Penalty: 5269.809082
	Iteration 13Q: 3 clusters Score -5213790 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5214060.500000 Penalty: 5269.809082
	Iteration 14Q: 3 clusters Score -5214060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5214146.500000 Penalty: 5269.809082
	Iteration 15Q: 3 clusters Score -5214146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5214194.000000 Penalty: 5269.809082
	Iteration 16Q: 3 clusters Score -5214194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5214212.500000 Penalty: 5269.809082
	Iteration 17Q: 3 clusters Score -5214212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5214233.000000 Penalty: 5269.809082
	Iteration 18Q: 3 clusters Score -5214233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5214240.500000 Penalty: 5269.809082
	Iteration 19Q: 3 clusters Score -5214240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5214246.500000 Penalty: 5269.809082
	Iteration 20F: 3 clusters Score -5214246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5214259.000000 Penalty: 5269.809082
	Iteration 21Q: 3 clusters Score -5214259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5214264.500000 Penalty: 5269.809082
	Iteration 22Q: 3 clusters Score -5214264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5214280.500000 Penalty: 5269.809082
	Iteration 23Q: 3 clusters Score -5214280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5214288.500000 Penalty: 5269.809082
	Iteration 24Q: 3 clusters Score -5214288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5214291.500000 Penalty: 5269.809082
	Iteration 25Q: 3 clusters Score -5214292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5214291.500000 Penalty: 5269.809082
	Iteration 26F: 3 clusters Score -5214292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27478.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27478.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26292.847656 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26292.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26341.785156 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26341.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26346.880859 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26346.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26348.646484 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26348.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26350.128906 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -26350.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26350.128906 Penalty: 2744.561279
	Iteration 5F: 3 clusters Score -26350.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Entering Unmasked Estep 
Score: -8150315.000000 Penalty: 2740.423828
	Iteration 0F: 2 clusters Score -8150315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8108169.000000 Penalty: 5480.847656
	Iteration 0F: 3 clusters Score -8108169 nChanged 29272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8124386.500000 Penalty: 5480.847656
	Iteration 1F: 3 clusters Score -8124386 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -8124991.500000 Penalty: 5480.847656
	Iteration 2Q: 3 clusters Score -8124992 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8125506.000000 Penalty: 5480.847656
	Iteration 3Q: 3 clusters Score -8125506 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8126119.500000 Penalty: 5480.847656
	Iteration 4Q: 3 clusters Score -8126120 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -8126821.000000 Penalty: 5480.847656
	Iteration 5Q: 3 clusters Score -8126821 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -8127905.500000 Penalty: 5480.847656
	Iteration 6Q: 3 clusters Score -8127906 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -8129594.000000 Penalty: 5480.847656
	Iteration 7Q: 3 clusters Score -8129594 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8132107.500000 Penalty: 5480.847656
	Iteration 8F: 3 clusters Score -8132108 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8135501.000000 Penalty: 5480.847656
	Iteration 9F: 3 clusters Score -8135501 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -8139451.500000 Penalty: 5480.847656
	Iteration 10F: 3 clusters Score -8139452 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -8142820.000000 Penalty: 5480.847656
	Iteration 11F: 3 clusters Score -8142820 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -8145059.000000 Penalty: 5480.847656
	Iteration 12Q: 3 clusters Score -8145059 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8146274.000000 Penalty: 5480.847656
	Iteration 13Q: 3 clusters Score -8146274 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -8146803.500000 Penalty: 5480.847656
	Iteration 14Q: 3 clusters Score -8146804 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -8147105.500000 Penalty: 5480.847656
	Iteration 15Q: 3 clusters Score -8147106 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -8147324.000000 Penalty: 5480.847656
	Iteration 16Q: 3 clusters Score -8147324 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -8147468.000000 Penalty: 5480.847656
	Iteration 17Q: 3 clusters Score -8147468 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -8147616.000000 Penalty: 5480.847656
	Iteration 18Q: 3 clusters Score -8147616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -8147672.000000 Penalty: 5480.847656
	Iteration 19Q: 3 clusters Score -8147672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -8147756.500000 Penalty: 5480.847656
	Iteration 20F: 3 clusters Score -8147756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -8147836.500000 Penalty: 5480.847656
	Iteration 21Q: 3 clusters Score -8147836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8147888.000000 Penalty: 5480.847656
	Iteration 22Q: 3 clusters Score -8147888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8147928.000000 Penalty: 5480.847656
	Iteration 23Q: 3 clusters Score -8147928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -8147956.000000 Penalty: 5480.847656
	Iteration 24Q: 3 clusters Score -8147956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -8147968.500000 Penalty: 5480.847656
	Iteration 25Q: 3 clusters Score -8147968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -8147997.500000 Penalty: 5480.847656
	Iteration 26Q: 3 clusters Score -8147998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -8148022.000000 Penalty: 5480.847656
	Iteration 27Q: 3 clusters Score -8148022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -8148058.000000 Penalty: 5480.847656
	Iteration 28Q: 3 clusters Score -8148058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -8148060.500000 Penalty: 5480.847656
	Iteration 29Q: 3 clusters Score -8148060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -8148088.500000 Penalty: 5480.847656
	Iteration 30Q: 3 clusters Score -8148088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -8148111.000000 Penalty: 5480.847656
	Iteration 31Q: 3 clusters Score -8148111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -8148132.000000 Penalty: 5480.847656
	Iteration 32Q: 3 clusters Score -8148132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -8148156.000000 Penalty: 5480.847656
	Iteration 33Q: 3 clusters Score -8148156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -8148181.000000 Penalty: 5480.847656
	Iteration 34Q: 3 clusters Score -8148181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -8148187.000000 Penalty: 5480.847656
	Iteration 35Q: 3 clusters Score -8148187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -8148209.000000 Penalty: 5480.847656
	Iteration 36Q: 3 clusters Score -8148209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -8148230.000000 Penalty: 5480.847656
	Iteration 37Q: 3 clusters Score -8148230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8148230.000000 Penalty: 5480.847656
	Iteration 38Q: 3 clusters Score -8148230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -8148239.000000 Penalty: 5480.847656
	Iteration 39Q: 3 clusters Score -8148239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -8148244.000000 Penalty: 5480.847656
	Iteration 40F: 3 clusters Score -8148244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -8148259.500000 Penalty: 5480.847656
	Iteration 41Q: 3 clusters Score -8148260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -8148265.500000 Penalty: 5480.847656
	Iteration 42Q: 3 clusters Score -8148266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8148276.000000 Penalty: 5480.847656
	Iteration 43Q: 3 clusters Score -8148276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -8148283.000000 Penalty: 5480.847656
	Iteration 44Q: 3 clusters Score -8148283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -8148287.000000 Penalty: 5480.847656
	Iteration 45Q: 3 clusters Score -8148287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -8148287.500000 Penalty: 5480.847656
	Iteration 46Q: 3 clusters Score -8148288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -8148289.000000 Penalty: 5480.847656
	Iteration 47Q: 3 clusters Score -8148289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -8148288.000000 Penalty: 5480.847656
	Iteration 48Q: 3 clusters Score -8148288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -8148293.000000 Penalty: 5480.847656
	Iteration 49Q: 3 clusters Score -8148293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -8148297.000000 Penalty: 5480.847656
	Iteration 50Q: 3 clusters Score -8148297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -8148303.000000 Penalty: 5480.847656
	Iteration 51Q: 3 clusters Score -8148303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -8148298.000000 Penalty: 5480.847656
	Iteration 52Q: 3 clusters Score -8148298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -8148293.500000 Penalty: 5480.847656
	Iteration 53Q: 3 clusters Score -8148294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8148299.000000 Penalty: 5480.847656
	Iteration 54Q: 3 clusters Score -8148299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -8148301.000000 Penalty: 5480.847656
	Iteration 55Q: 3 clusters Score -8148301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8148303.000000 Penalty: 5480.847656
	Iteration 56Q: 3 clusters Score -8148303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8148303.000000 Penalty: 5480.847656
	Iteration 57F: 3 clusters Score -8148303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -41013.281250 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -41013.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39703.847656 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -39703.85 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40293.480469 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -40293.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40784.933594 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -40784.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41179.285156 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -41179.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41275.156250 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -41275.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41303.675781 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -41303.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41342.191406 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -41342.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41388.730469 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -41388.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41464.781250 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -41464.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41657.824219 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -41657.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41868.718750 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -41868.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41908.707031 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -41908.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41959.644531 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -41959.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41989.550781 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -41989.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41989.550781 Penalty: 2975.472656
	Iteration 14F: 3 clusters Score -41989.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143393 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96863 members 
Mstep: Class 6 contains 155302 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62950 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 136 members 
Entering Unmasked Estep 
Score: -138557152.000000 Penalty: 82755.171875
Splitting cluster 20 changes total score from -138557024.000000 to -138557152.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -142733.421875 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -142733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140648.531250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -140648.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140975.656250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -140975.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141044.109375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -141044.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141077.703125 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -141077.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141105.265625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -141105.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -141118.609375 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -141118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141120.843750 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -141120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -141123.734375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -141123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -141126.640625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -141126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -141131.703125 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -141131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -141137.468750 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -141137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141141.843750 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -141141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141145.781250 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -141145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141148.171875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -141148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141151.968750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -141152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141153.000000 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -141153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141154.078125 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -141154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141156.156250 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -141156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141156.156250 Penalty: 3508.341797
	Iteration 18F: 3 clusters Score -141156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -60861.167969 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -60861.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59406.300781 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -59406.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59795.781250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -59795.78 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60081.003906 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -60081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60425.820312 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -60425.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60850.925781 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -60850.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61295.542969 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -61295.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61333.656250 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -61333.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61363.621094 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -61363.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61382.164062 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -61382.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61382.164062 Penalty: 3131.519775
	Iteration 9F: 3 clusters Score -61382.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143393 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96863 members 
Mstep: Class 6 contains 155302 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62950 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 382 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 170 members 
Entering Unmasked Estep 
Score: -138555600.000000 Penalty: 86203.304688
Splitting cluster 22 changes total score from -138557024.000000 to -138555600.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143393 members 
Mstep: Class 3 contains 223048 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96863 members 
Mstep: Class 6 contains 155302 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62950 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557152.000000 Penalty: 82755.171875
Iteration 159Q: 25 clusters Score -1.385572e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143394 members 
Mstep: Class 3 contains 223049 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96860 members 
Mstep: Class 6 contains 155301 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90367 members 
Mstep: Class 9 contains 192263 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45326 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62949 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557168.000000 Penalty: 82755.171875
Iteration 160F: 25 clusters Score -1.385572e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143392 members 
Mstep: Class 3 contains 223049 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96856 members 
Mstep: Class 6 contains 155304 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90369 members 
Mstep: Class 9 contains 192263 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45328 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62948 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557344.000000 Penalty: 82755.171875
Iteration 161Q: 25 clusters Score -1.385573e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143390 members 
Mstep: Class 3 contains 223049 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96857 members 
Mstep: Class 6 contains 155307 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90364 members 
Mstep: Class 9 contains 192265 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 549 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557344.000000 Penalty: 82755.171875
Iteration 162Q: 25 clusters Score -1.385573e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143390 members 
Mstep: Class 3 contains 223046 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96856 members 
Mstep: Class 6 contains 155309 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90364 members 
Mstep: Class 9 contains 192264 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557392.000000 Penalty: 82755.171875
Iteration 163Q: 25 clusters Score -1.385574e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143389 members 
Mstep: Class 3 contains 223047 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96851 members 
Mstep: Class 6 contains 155316 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90366 members 
Mstep: Class 9 contains 192259 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45332 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557264.000000 Penalty: 82755.171875
Iteration 164Q: 25 clusters Score -1.385573e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143389 members 
Mstep: Class 3 contains 223052 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155315 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90370 members 
Mstep: Class 9 contains 192252 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45333 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557216.000000 Penalty: 82755.171875
Iteration 165Q: 25 clusters Score -1.385572e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143386 members 
Mstep: Class 3 contains 223055 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96847 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 90367 members 
Mstep: Class 9 contains 192253 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557120.000000 Penalty: 82755.171875
Iteration 166Q: 25 clusters Score -1.385571e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143379 members 
Mstep: Class 3 contains 223057 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96847 members 
Mstep: Class 6 contains 155324 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90367 members 
Mstep: Class 9 contains 192253 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557248.000000 Penalty: 82755.171875
Iteration 167Q: 25 clusters Score -1.385572e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143380 members 
Mstep: Class 3 contains 223059 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155325 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90364 members 
Mstep: Class 9 contains 192251 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557280.000000 Penalty: 82755.171875
Iteration 168Q: 25 clusters Score -1.385573e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143380 members 
Mstep: Class 3 contains 223057 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155325 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90363 members 
Mstep: Class 9 contains 192253 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45332 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557328.000000 Penalty: 82755.171875
Iteration 169Q: 25 clusters Score -1.385573e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143381 members 
Mstep: Class 3 contains 223060 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155325 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90360 members 
Mstep: Class 9 contains 192249 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45335 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557248.000000 Penalty: 82755.171875
Iteration 170Q: 25 clusters Score -1.385572e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143382 members 
Mstep: Class 3 contains 223060 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155325 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90361 members 
Mstep: Class 9 contains 192243 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62947 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557232.000000 Penalty: 82755.171875
Iteration 171Q: 25 clusters Score -1.385572e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143379 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155329 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90359 members 
Mstep: Class 9 contains 192239 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557296.000000 Penalty: 82755.171875
Iteration 172Q: 25 clusters Score -1.385573e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143381 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155326 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90356 members 
Mstep: Class 9 contains 192241 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557296.000000 Penalty: 82755.171875
Iteration 173Q: 25 clusters Score -1.385573e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143382 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155323 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90353 members 
Mstep: Class 9 contains 192242 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557232.000000 Penalty: 82755.171875
Iteration 174Q: 25 clusters Score -1.385572e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143382 members 
Mstep: Class 3 contains 223068 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155321 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90351 members 
Mstep: Class 9 contains 192243 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557216.000000 Penalty: 82755.171875
Iteration 175Q: 25 clusters Score -1.385572e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143386 members 
Mstep: Class 3 contains 223069 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 96849 members 
Mstep: Class 6 contains 155316 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90349 members 
Mstep: Class 9 contains 192242 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41134 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557296.000000 Penalty: 82755.171875
Iteration 176Q: 25 clusters Score -1.385573e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 143389 members 
Mstep: Class 3 contains 223069 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96850 members 
Mstep: Class 6 contains 155309 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90347 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557360.000000 Penalty: 82755.171875
Iteration 177Q: 25 clusters Score -1.385574e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143391 members 
Mstep: Class 3 contains 223072 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96849 members 
Mstep: Class 6 contains 155311 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90345 members 
Mstep: Class 9 contains 192244 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557376.000000 Penalty: 82755.171875
Iteration 178Q: 25 clusters Score -1.385574e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143392 members 
Mstep: Class 3 contains 223070 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155310 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90346 members 
Mstep: Class 9 contains 192246 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45344 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557360.000000 Penalty: 82755.171875
Iteration 179Q: 25 clusters Score -1.385574e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143397 members 
Mstep: Class 3 contains 223070 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96847 members 
Mstep: Class 6 contains 155308 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90347 members 
Mstep: Class 9 contains 192244 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45343 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62946 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557376.000000 Penalty: 82755.171875
Iteration 180F: 25 clusters Score -1.385574e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143397 members 
Mstep: Class 3 contains 223072 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155310 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90346 members 
Mstep: Class 9 contains 192242 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62945 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557408.000000 Penalty: 82755.171875
Iteration 181Q: 25 clusters Score -1.385574e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143399 members 
Mstep: Class 3 contains 223074 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155309 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90345 members 
Mstep: Class 9 contains 192242 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62943 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557472.000000 Penalty: 82755.171875
Iteration 182Q: 25 clusters Score -1.385575e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223075 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96848 members 
Mstep: Class 6 contains 155309 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90342 members 
Mstep: Class 9 contains 192244 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62943 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557504.000000 Penalty: 82755.171875
Iteration 183Q: 25 clusters Score -1.385575e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223072 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 96849 members 
Mstep: Class 6 contains 155310 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90340 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62943 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557520.000000 Penalty: 82755.171875
Iteration 184Q: 25 clusters Score -1.385575e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143401 members 
Mstep: Class 3 contains 223068 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96850 members 
Mstep: Class 6 contains 155313 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90338 members 
Mstep: Class 9 contains 192244 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557536.000000 Penalty: 82755.171875
Iteration 185Q: 25 clusters Score -1.385575e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143399 members 
Mstep: Class 3 contains 223072 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96851 members 
Mstep: Class 6 contains 155315 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90337 members 
Mstep: Class 9 contains 192240 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557568.000000 Penalty: 82755.171875
Iteration 186Q: 25 clusters Score -1.385576e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223071 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96851 members 
Mstep: Class 6 contains 155316 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90336 members 
Mstep: Class 9 contains 192240 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557520.000000 Penalty: 82755.171875
Iteration 187Q: 25 clusters Score -1.385575e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143397 members 
Mstep: Class 3 contains 223072 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155316 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192243 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557520.000000 Penalty: 82755.171875
Iteration 188Q: 25 clusters Score -1.385575e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143398 members 
Mstep: Class 3 contains 223070 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155317 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192243 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557536.000000 Penalty: 82755.171875
Iteration 189Q: 25 clusters Score -1.385575e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143401 members 
Mstep: Class 3 contains 223068 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192241 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557488.000000 Penalty: 82755.171875
Iteration 190Q: 25 clusters Score -1.385575e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143401 members 
Mstep: Class 3 contains 223067 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192242 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557456.000000 Penalty: 82755.171875
Iteration 191Q: 25 clusters Score -1.385575e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143400 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192244 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41135 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557488.000000 Penalty: 82755.171875
Iteration 192Q: 25 clusters Score -1.385575e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143398 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90334 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557488.000000 Penalty: 82755.171875
Iteration 193Q: 25 clusters Score -1.385575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223063 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192249 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557424.000000 Penalty: 82755.171875
Iteration 194Q: 25 clusters Score -1.385574e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557440.000000 Penalty: 82755.171875
Iteration 195Q: 25 clusters Score -1.385574e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557440.000000 Penalty: 82755.171875
Iteration 196Q: 25 clusters Score -1.385574e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155321 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192246 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557456.000000 Penalty: 82755.171875
Iteration 197Q: 25 clusters Score -1.385575e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155321 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557456.000000 Penalty: 82755.171875
Iteration 198Q: 25 clusters Score -1.385575e+08 nChanged 2
Entering ConstructFrom: 
Score: -138557456.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1430827.125000 Penalty: 2320.309082
	Iteration 0F: 2 clusters Score -1430827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1422212.375000 Penalty: 4640.618164
	Iteration 0F: 3 clusters Score -1422212 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1424843.250000 Penalty: 4640.618164
	Iteration 1F: 3 clusters Score -1424843 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1425286.875000 Penalty: 4640.618164
	Iteration 2F: 3 clusters Score -1425287 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1425624.750000 Penalty: 4640.618164
	Iteration 3F: 3 clusters Score -1425625 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1425882.250000 Penalty: 4640.618164
	Iteration 4F: 3 clusters Score -1425882 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1426103.750000 Penalty: 4640.618164
	Iteration 5Q: 3 clusters Score -1426104 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1426303.375000 Penalty: 4640.618164
	Iteration 6Q: 3 clusters Score -1426303 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1426530.250000 Penalty: 4640.618164
	Iteration 7Q: 3 clusters Score -1426530 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1426816.250000 Penalty: 4640.618164
	Iteration 8Q: 3 clusters Score -1426816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1427159.250000 Penalty: 4640.618164
	Iteration 9Q: 3 clusters Score -1427159 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1427559.000000 Penalty: 4640.618164
	Iteration 10Q: 3 clusters Score -1427559 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1427996.000000 Penalty: 4640.618164
	Iteration 11Q: 3 clusters Score -1427996 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1428364.625000 Penalty: 4640.618164
	Iteration 12Q: 3 clusters Score -1428365 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1428645.875000 Penalty: 4640.618164
	Iteration 13Q: 3 clusters Score -1428646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1428847.750000 Penalty: 4640.618164
	Iteration 14Q: 3 clusters Score -1428848 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1428966.625000 Penalty: 4640.618164
	Iteration 15Q: 3 clusters Score -1428967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1429041.250000 Penalty: 4640.618164
	Iteration 16Q: 3 clusters Score -1429041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1429082.375000 Penalty: 4640.618164
	Iteration 17Q: 3 clusters Score -1429082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1429112.625000 Penalty: 4640.618164
	Iteration 18Q: 3 clusters Score -1429113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1429132.125000 Penalty: 4640.618164
	Iteration 19Q: 3 clusters Score -1429132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1429139.500000 Penalty: 4640.618164
	Iteration 20F: 3 clusters Score -1429140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1429149.375000 Penalty: 4640.618164
	Iteration 21Q: 3 clusters Score -1429149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1429159.125000 Penalty: 4640.618164
	Iteration 22Q: 3 clusters Score -1429159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1429166.750000 Penalty: 4640.618164
	Iteration 23Q: 3 clusters Score -1429167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1429171.125000 Penalty: 4640.618164
	Iteration 24Q: 3 clusters Score -1429171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1429175.125000 Penalty: 4640.618164
	Iteration 25Q: 3 clusters Score -1429175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1429178.625000 Penalty: 4640.618164
	Iteration 26Q: 3 clusters Score -1429179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1429180.375000 Penalty: 4640.618164
	Iteration 27Q: 3 clusters Score -1429180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1429178.375000 Penalty: 4640.618164
	Iteration 28Q: 3 clusters Score -1429178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1429180.125000 Penalty: 4640.618164
	Iteration 29Q: 3 clusters Score -1429180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1429180.125000 Penalty: 4640.618164
	Iteration 30F: 3 clusters Score -1429180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Entering Unmasked Estep 
Score: -18611692.000000 Penalty: 2944.594727
	Iteration 0F: 2 clusters Score -1.861169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -18516698.000000 Penalty: 5889.189453
	Iteration 0F: 3 clusters Score -1.85167e+07 nChanged 68641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -18556372.000000 Penalty: 5889.189453
	Iteration 1F: 3 clusters Score -1.855637e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -18557864.000000 Penalty: 5889.189453
	Iteration 2Q: 3 clusters Score -1.855786e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -18559722.000000 Penalty: 5889.189453
	Iteration 3Q: 3 clusters Score -1.855972e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -18562376.000000 Penalty: 5889.189453
	Iteration 4Q: 3 clusters Score -1.856238e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -18566312.000000 Penalty: 5889.189453
	Iteration 5Q: 3 clusters Score -1.856631e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -18571896.000000 Penalty: 5889.189453
	Iteration 6F: 3 clusters Score -1.85719e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -18578880.000000 Penalty: 5889.189453
	Iteration 7F: 3 clusters Score -1.857888e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -18585582.000000 Penalty: 5889.189453
	Iteration 8F: 3 clusters Score -1.858558e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -18590760.000000 Penalty: 5889.189453
	Iteration 9F: 3 clusters Score -1.859076e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -18594320.000000 Penalty: 5889.189453
	Iteration 10Q: 3 clusters Score -1.859432e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -18596446.000000 Penalty: 5889.189453
	Iteration 11Q: 3 clusters Score -1.859645e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -18598020.000000 Penalty: 5889.189453
	Iteration 12Q: 3 clusters Score -1.859802e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -18599430.000000 Penalty: 5889.189453
	Iteration 13Q: 3 clusters Score -1.859943e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 126647 members 
Entering Unmasked Estep 
Score: -18600748.000000 Penalty: 5889.189453
	Iteration 14Q: 3 clusters Score -1.860075e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -18602130.000000 Penalty: 5889.189453
	Iteration 15Q: 3 clusters Score -1.860213e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 131767 members 
Entering Unmasked Estep 
Score: -18603284.000000 Penalty: 5889.189453
	Iteration 16Q: 3 clusters Score -1.860328e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -18604542.000000 Penalty: 5889.189453
	Iteration 17Q: 3 clusters Score -1.860454e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -18605578.000000 Penalty: 5889.189453
	Iteration 18Q: 3 clusters Score -1.860558e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 137484 members 
Entering Unmasked Estep 
Score: -18606488.000000 Penalty: 5889.189453
	Iteration 19Q: 3 clusters Score -1.860649e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -18607120.000000 Penalty: 5889.189453
	Iteration 20F: 3 clusters Score -1.860712e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 139711 members 
Entering Unmasked Estep 
Score: -18607708.000000 Penalty: 5889.189453
	Iteration 21Q: 3 clusters Score -1.860771e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -18608182.000000 Penalty: 5889.189453
	Iteration 22Q: 3 clusters Score -1.860818e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -18608416.000000 Penalty: 5889.189453
	Iteration 23Q: 3 clusters Score -1.860842e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 141374 members 
Entering Unmasked Estep 
Score: -18608664.000000 Penalty: 5889.189453
	Iteration 24Q: 3 clusters Score -1.860866e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 141624 members 
Entering Unmasked Estep 
Score: -18608776.000000 Penalty: 5889.189453
	Iteration 25Q: 3 clusters Score -1.860878e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -18608846.000000 Penalty: 5889.189453
	Iteration 26Q: 3 clusters Score -1.860885e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -18608888.000000 Penalty: 5889.189453
	Iteration 27Q: 3 clusters Score -1.860889e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
Score: -18608934.000000 Penalty: 5889.189453
	Iteration 28Q: 3 clusters Score -1.860893e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 142142 members 
Entering Unmasked Estep 
Score: -18608974.000000 Penalty: 5889.189453
	Iteration 29Q: 3 clusters Score -1.860897e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -18609046.000000 Penalty: 5889.189453
	Iteration 30Q: 3 clusters Score -1.860905e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -18609062.000000 Penalty: 5889.189453
	Iteration 31Q: 3 clusters Score -1.860906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 142311 members 
Entering Unmasked Estep 
Score: -18609064.000000 Penalty: 5889.189453
	Iteration 32Q: 3 clusters Score -1.860906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -18609080.000000 Penalty: 5889.189453
	Iteration 33Q: 3 clusters Score -1.860908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -18609098.000000 Penalty: 5889.189453
	Iteration 34Q: 3 clusters Score -1.86091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -18609114.000000 Penalty: 5889.189453
	Iteration 35Q: 3 clusters Score -1.860911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 142409 members 
Entering Unmasked Estep 
Score: -18609110.000000 Penalty: 5889.189453
	Iteration 36Q: 3 clusters Score -1.860911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -18609132.000000 Penalty: 5889.189453
	Iteration 37Q: 3 clusters Score -1.860913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 142433 members 
Entering Unmasked Estep 
Score: -18609148.000000 Penalty: 5889.189453
	Iteration 38Q: 3 clusters Score -1.860915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -18609144.000000 Penalty: 5889.189453
	Iteration 39Q: 3 clusters Score -1.860914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -18609136.000000 Penalty: 5889.189453
	Iteration 40F: 3 clusters Score -1.860914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 142446 members 
Entering Unmasked Estep 
Score: -18609148.000000 Penalty: 5889.189453
	Iteration 41Q: 3 clusters Score -1.860915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -18609146.000000 Penalty: 5889.189453
	Iteration 42Q: 3 clusters Score -1.860915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -18609140.000000 Penalty: 5889.189453
	Iteration 43Q: 3 clusters Score -1.860914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -18609132.000000 Penalty: 5889.189453
	Iteration 44Q: 3 clusters Score -1.860913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -18609144.000000 Penalty: 5889.189453
	Iteration 45Q: 3 clusters Score -1.860914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -18609148.000000 Penalty: 5889.189453
	Iteration 46Q: 3 clusters Score -1.860915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -18609148.000000 Penalty: 5889.189453
	Iteration 47Q: 3 clusters Score -1.860915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -18609146.000000 Penalty: 5889.189453
	Iteration 48Q: 3 clusters Score -1.860915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -18609146.000000 Penalty: 5889.189453
	Iteration 49F: 3 clusters Score -1.860915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (223064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223064 members 
Entering Unmasked Estep 
Score: -28724904.000000 Penalty: 3054.173096
	Iteration 0F: 2 clusters Score -2.87249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -28583298.000000 Penalty: 6108.346191
	Iteration 0F: 3 clusters Score -2.85833e+07 nChanged 107619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -28646214.000000 Penalty: 6108.346191
	Iteration 1F: 3 clusters Score -2.864621e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -28647180.000000 Penalty: 6108.346191
	Iteration 2Q: 3 clusters Score -2.864718e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -28648364.000000 Penalty: 6108.346191
	Iteration 3Q: 3 clusters Score -2.864836e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -28649514.000000 Penalty: 6108.346191
	Iteration 4Q: 3 clusters Score -2.864951e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -28651038.000000 Penalty: 6108.346191
	Iteration 5Q: 3 clusters Score -2.865104e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 119672 members 
Entering Unmasked Estep 
Score: -28652632.000000 Penalty: 6108.346191
	Iteration 6Q: 3 clusters Score -2.865263e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -28655122.000000 Penalty: 6108.346191
	Iteration 7Q: 3 clusters Score -2.865512e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -28658952.000000 Penalty: 6108.346191
	Iteration 8Q: 3 clusters Score -2.865895e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -28664038.000000 Penalty: 6108.346191
	Iteration 9F: 3 clusters Score -2.866404e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 150266 members 
Entering Unmasked Estep 
Score: -28671952.000000 Penalty: 6108.346191
	Iteration 10F: 3 clusters Score -2.867195e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -28682310.000000 Penalty: 6108.346191
	Iteration 11F: 3 clusters Score -2.868231e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -28693488.000000 Penalty: 6108.346191
	Iteration 12F: 3 clusters Score -2.869349e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 185487 members 
Entering Unmasked Estep 
Score: -28702166.000000 Penalty: 6108.346191
	Iteration 13Q: 3 clusters Score -2.870217e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -28707290.000000 Penalty: 6108.346191
	Iteration 14Q: 3 clusters Score -2.870729e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 197032 members 
Entering Unmasked Estep 
Score: -28710488.000000 Penalty: 6108.346191
	Iteration 15Q: 3 clusters Score -2.871049e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 201080 members 
Entering Unmasked Estep 
Score: -28712738.000000 Penalty: 6108.346191
	Iteration 16Q: 3 clusters Score -2.871274e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 204462 members 
Entering Unmasked Estep 
Score: -28714194.000000 Penalty: 6108.346191
	Iteration 17Q: 3 clusters Score -2.871419e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 207409 members 
Entering Unmasked Estep 
Score: -28715402.000000 Penalty: 6108.346191
	Iteration 18Q: 3 clusters Score -2.87154e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 209922 members 
Entering Unmasked Estep 
Score: -28716560.000000 Penalty: 6108.346191
	Iteration 19Q: 3 clusters Score -2.871656e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 212025 members 
Entering Unmasked Estep 
Score: -28717474.000000 Penalty: 6108.346191
	Iteration 20F: 3 clusters Score -2.871747e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 213741 members 
Entering Unmasked Estep 
Score: -28718080.000000 Penalty: 6108.346191
	Iteration 21Q: 3 clusters Score -2.871808e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 215162 members 
Entering Unmasked Estep 
Score: -28718824.000000 Penalty: 6108.346191
	Iteration 22Q: 3 clusters Score -2.871882e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 216365 members 
Entering Unmasked Estep 
Score: -28719482.000000 Penalty: 6108.346191
	Iteration 23Q: 3 clusters Score -2.871948e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 217393 members 
Entering Unmasked Estep 
Score: -28720012.000000 Penalty: 6108.346191
	Iteration 24Q: 3 clusters Score -2.872001e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 218236 members 
Entering Unmasked Estep 
Score: -28720474.000000 Penalty: 6108.346191
	Iteration 25Q: 3 clusters Score -2.872047e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 218884 members 
Entering Unmasked Estep 
Score: -28720852.000000 Penalty: 6108.346191
	Iteration 26Q: 3 clusters Score -2.872085e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 219376 members 
Entering Unmasked Estep 
Score: -28721082.000000 Penalty: 6108.346191
	Iteration 27Q: 3 clusters Score -2.872108e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 219765 members 
Entering Unmasked Estep 
Score: -28721256.000000 Penalty: 6108.346191
	Iteration 28Q: 3 clusters Score -2.872126e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 220105 members 
Entering Unmasked Estep 
Score: -28721438.000000 Penalty: 6108.346191
	Iteration 29Q: 3 clusters Score -2.872144e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 220356 members 
Entering Unmasked Estep 
Score: -28721578.000000 Penalty: 6108.346191
	Iteration 30Q: 3 clusters Score -2.872158e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 220581 members 
Entering Unmasked Estep 
Score: -28721674.000000 Penalty: 6108.346191
	Iteration 31Q: 3 clusters Score -2.872167e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 220749 members 
Entering Unmasked Estep 
Score: -28721720.000000 Penalty: 6108.346191
	Iteration 32Q: 3 clusters Score -2.872172e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 220888 members 
Entering Unmasked Estep 
Score: -28721752.000000 Penalty: 6108.346191
	Iteration 33Q: 3 clusters Score -2.872175e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 220997 members 
Entering Unmasked Estep 
Score: -28721784.000000 Penalty: 6108.346191
	Iteration 34Q: 3 clusters Score -2.872178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 221093 members 
Entering Unmasked Estep 
Score: -28721846.000000 Penalty: 6108.346191
	Iteration 35Q: 3 clusters Score -2.872185e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 221191 members 
Entering Unmasked Estep 
Score: -28721868.000000 Penalty: 6108.346191
	Iteration 36Q: 3 clusters Score -2.872187e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 221281 members 
Entering Unmasked Estep 
Score: -28721908.000000 Penalty: 6108.346191
	Iteration 37Q: 3 clusters Score -2.872191e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -28721916.000000 Penalty: 6108.346191
	Iteration 38Q: 3 clusters Score -2.872192e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 221412 members 
Entering Unmasked Estep 
Score: -28721988.000000 Penalty: 6108.346191
	Iteration 39Q: 3 clusters Score -2.872199e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 221452 members 
Entering Unmasked Estep 
Score: -28721996.000000 Penalty: 6108.346191
	Iteration 40F: 3 clusters Score -2.8722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 221488 members 
Entering Unmasked Estep 
Score: -28722012.000000 Penalty: 6108.346191
	Iteration 41Q: 3 clusters Score -2.872201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 221522 members 
Entering Unmasked Estep 
Score: -28722064.000000 Penalty: 6108.346191
	Iteration 42Q: 3 clusters Score -2.872206e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 221564 members 
Entering Unmasked Estep 
Score: -28722092.000000 Penalty: 6108.346191
	Iteration 43Q: 3 clusters Score -2.872209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 221598 members 
Entering Unmasked Estep 
Score: -28722116.000000 Penalty: 6108.346191
	Iteration 44Q: 3 clusters Score -2.872212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 221621 members 
Entering Unmasked Estep 
Score: -28722114.000000 Penalty: 6108.346191
	Iteration 45Q: 3 clusters Score -2.872211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 221646 members 
Entering Unmasked Estep 
Score: -28722148.000000 Penalty: 6108.346191
	Iteration 46Q: 3 clusters Score -2.872215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 221662 members 
Entering Unmasked Estep 
Score: -28722158.000000 Penalty: 6108.346191
	Iteration 47Q: 3 clusters Score -2.872216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 221680 members 
Entering Unmasked Estep 
Score: -28722134.000000 Penalty: 6108.346191
	Iteration 48Q: 3 clusters Score -2.872213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -28722168.000000 Penalty: 6108.346191
	Iteration 49Q: 3 clusters Score -2.872217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 221719 members 
Entering Unmasked Estep 
Score: -28722140.000000 Penalty: 6108.346191
	Iteration 50Q: 3 clusters Score -2.872214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 221740 members 
Entering Unmasked Estep 
Score: -28722152.000000 Penalty: 6108.346191
	Iteration 51Q: 3 clusters Score -2.872215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 221754 members 
Entering Unmasked Estep 
Score: -28722172.000000 Penalty: 6108.346191
	Iteration 52Q: 3 clusters Score -2.872217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 221769 members 
Entering Unmasked Estep 
Score: -28722186.000000 Penalty: 6108.346191
	Iteration 53Q: 3 clusters Score -2.872219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 221780 members 
Entering Unmasked Estep 
Score: -28722192.000000 Penalty: 6108.346191
	Iteration 54Q: 3 clusters Score -2.872219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 221788 members 
Entering Unmasked Estep 
Score: -28722198.000000 Penalty: 6108.346191
	Iteration 55Q: 3 clusters Score -2.87222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 221794 members 
Entering Unmasked Estep 
Score: -28722218.000000 Penalty: 6108.346191
	Iteration 56Q: 3 clusters Score -2.872222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 221806 members 
Entering Unmasked Estep 
Score: -28722236.000000 Penalty: 6108.346191
	Iteration 57Q: 3 clusters Score -2.872224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 221818 members 
Entering Unmasked Estep 
Score: -28722228.000000 Penalty: 6108.346191
	Iteration 58Q: 3 clusters Score -2.872223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 221822 members 
Entering Unmasked Estep 
Score: -28722240.000000 Penalty: 6108.346191
	Iteration 59Q: 3 clusters Score -2.872224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 221826 members 
Entering Unmasked Estep 
Score: -28722234.000000 Penalty: 6108.346191
	Iteration 60F: 3 clusters Score -2.872223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -28722228.000000 Penalty: 6108.346191
	Iteration 61Q: 3 clusters Score -2.872223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 221832 members 
Entering Unmasked Estep 
Score: -28722234.000000 Penalty: 6108.346191
	Iteration 62Q: 3 clusters Score -2.872223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 221834 members 
Entering Unmasked Estep 
Score: -28722232.000000 Penalty: 6108.346191
	Iteration 63Q: 3 clusters Score -2.872223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 221836 members 
Entering Unmasked Estep 
Score: -28722226.000000 Penalty: 6108.346191
	Iteration 64Q: 3 clusters Score -2.872223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 221839 members 
Entering Unmasked Estep 
Score: -28722260.000000 Penalty: 6108.346191
	Iteration 65Q: 3 clusters Score -2.872226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 221843 members 
Entering Unmasked Estep 
Score: -28722266.000000 Penalty: 6108.346191
	Iteration 66Q: 3 clusters Score -2.872227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 221846 members 
Entering Unmasked Estep 
Score: -28722246.000000 Penalty: 6108.346191
	Iteration 67Q: 3 clusters Score -2.872225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -28722258.000000 Penalty: 6108.346191
	Iteration 68Q: 3 clusters Score -2.872226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 221856 members 
Entering Unmasked Estep 
Score: -28722254.000000 Penalty: 6108.346191
	Iteration 69Q: 3 clusters Score -2.872225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 221858 members 
Entering Unmasked Estep 
Score: -28722250.000000 Penalty: 6108.346191
	Iteration 70Q: 3 clusters Score -2.872225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 221860 members 
Entering Unmasked Estep 
Score: -28722242.000000 Penalty: 6108.346191
	Iteration 71Q: 3 clusters Score -2.872224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 221865 members 
Entering Unmasked Estep 
Score: -28722256.000000 Penalty: 6108.346191
	Iteration 72Q: 3 clusters Score -2.872226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 221870 members 
Entering Unmasked Estep 
Score: -28722256.000000 Penalty: 6108.346191
	Iteration 73Q: 3 clusters Score -2.872226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 221875 members 
Entering Unmasked Estep 
Score: -28722252.000000 Penalty: 6108.346191
	Iteration 74Q: 3 clusters Score -2.872225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 221877 members 
Entering Unmasked Estep 
Score: -28722256.000000 Penalty: 6108.346191
	Iteration 75Q: 3 clusters Score -2.872226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 221884 members 
Entering Unmasked Estep 
Score: -28722258.000000 Penalty: 6108.346191
	Iteration 76Q: 3 clusters Score -2.872226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 221893 members 
Entering Unmasked Estep 
Score: -28722266.000000 Penalty: 6108.346191
	Iteration 77Q: 3 clusters Score -2.872227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 221901 members 
Entering Unmasked Estep 
Score: -28722298.000000 Penalty: 6108.346191
	Iteration 78Q: 3 clusters Score -2.87223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 221910 members 
Entering Unmasked Estep 
Score: -28722276.000000 Penalty: 6108.346191
	Iteration 79Q: 3 clusters Score -2.872228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 221917 members 
Entering Unmasked Estep 
Score: -28722280.000000 Penalty: 6108.346191
	Iteration 80F: 3 clusters Score -2.872228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 221924 members 
Entering Unmasked Estep 
Score: -28722272.000000 Penalty: 6108.346191
	Iteration 81Q: 3 clusters Score -2.872227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 221934 members 
Entering Unmasked Estep 
Score: -28722266.000000 Penalty: 6108.346191
	Iteration 82Q: 3 clusters Score -2.872227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 221940 members 
Entering Unmasked Estep 
Score: -28722296.000000 Penalty: 6108.346191
	Iteration 83Q: 3 clusters Score -2.87223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 221948 members 
Entering Unmasked Estep 
Score: -28722302.000000 Penalty: 6108.346191
	Iteration 84Q: 3 clusters Score -2.87223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 221953 members 
Entering Unmasked Estep 
Score: -28722300.000000 Penalty: 6108.346191
	Iteration 85Q: 3 clusters Score -2.87223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 221956 members 
Entering Unmasked Estep 
Score: -28722310.000000 Penalty: 6108.346191
	Iteration 86Q: 3 clusters Score -2.872231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 221958 members 
Entering Unmasked Estep 
Score: -28722300.000000 Penalty: 6108.346191
	Iteration 87Q: 3 clusters Score -2.87223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 221960 members 
Entering Unmasked Estep 
Score: -28722308.000000 Penalty: 6108.346191
	Iteration 88Q: 3 clusters Score -2.872231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 221961 members 
Entering Unmasked Estep 
Score: -28722310.000000 Penalty: 6108.346191
	Iteration 89Q: 3 clusters Score -2.872231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 221964 members 
Entering Unmasked Estep 
Score: -28722286.000000 Penalty: 6108.346191
	Iteration 90Q: 3 clusters Score -2.872229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 221968 members 
Entering Unmasked Estep 
Score: -28722284.000000 Penalty: 6108.346191
	Iteration 91Q: 3 clusters Score -2.872228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 221970 members 
Entering Unmasked Estep 
Score: -28722294.000000 Penalty: 6108.346191
	Iteration 92Q: 3 clusters Score -2.872229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 221970 members 
Entering Unmasked Estep 
Score: -28722294.000000 Penalty: 6108.346191
	Iteration 93F: 3 clusters Score -2.872229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -290782.281250 Penalty: 1914.234009
	Iteration 0F: 2 clusters Score -290782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -287979.812500 Penalty: 3828.468018
	Iteration 0F: 3 clusters Score -287979.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -288467.625000 Penalty: 3828.468018
	Iteration 1F: 3 clusters Score -288467.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -288606.843750 Penalty: 3828.468018
	Iteration 2F: 3 clusters Score -288606.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -288672.968750 Penalty: 3828.468018
	Iteration 3Q: 3 clusters Score -288673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288719.218750 Penalty: 3828.468018
	Iteration 4Q: 3 clusters Score -288719.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288759.093750 Penalty: 3828.468018
	Iteration 5Q: 3 clusters Score -288759.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288786.500000 Penalty: 3828.468018
	Iteration 6Q: 3 clusters Score -288786.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288809.937500 Penalty: 3828.468018
	Iteration 7Q: 3 clusters Score -288809.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288824.468750 Penalty: 3828.468018
	Iteration 8Q: 3 clusters Score -288824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -288833.906250 Penalty: 3828.468018
	Iteration 9Q: 3 clusters Score -288833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288841.781250 Penalty: 3828.468018
	Iteration 10Q: 3 clusters Score -288841.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -288849.250000 Penalty: 3828.468018
	Iteration 11Q: 3 clusters Score -288849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -288856.531250 Penalty: 3828.468018
	Iteration 12Q: 3 clusters Score -288856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288861.750000 Penalty: 3828.468018
	Iteration 13Q: 3 clusters Score -288861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -288864.625000 Penalty: 3828.468018
	Iteration 14Q: 3 clusters Score -288864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288869.156250 Penalty: 3828.468018
	Iteration 15Q: 3 clusters Score -288869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288872.312500 Penalty: 3828.468018
	Iteration 16Q: 3 clusters Score -288872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -288876.812500 Penalty: 3828.468018
	Iteration 17Q: 3 clusters Score -288876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288882.843750 Penalty: 3828.468018
	Iteration 18Q: 3 clusters Score -288882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288889.031250 Penalty: 3828.468018
	Iteration 19Q: 3 clusters Score -288889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288893.750000 Penalty: 3828.468018
	Iteration 20F: 3 clusters Score -288893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288899.625000 Penalty: 3828.468018
	Iteration 21Q: 3 clusters Score -288899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -288908.718750 Penalty: 3828.468018
	Iteration 22Q: 3 clusters Score -288908.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288916.562500 Penalty: 3828.468018
	Iteration 23Q: 3 clusters Score -288916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288920.687500 Penalty: 3828.468018
	Iteration 24Q: 3 clusters Score -288920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288922.343750 Penalty: 3828.468018
	Iteration 25Q: 3 clusters Score -288922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288923.218750 Penalty: 3828.468018
	Iteration 26Q: 3 clusters Score -288923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288923.906250 Penalty: 3828.468018
	Iteration 27Q: 3 clusters Score -288923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288923.906250 Penalty: 3828.468018
	Iteration 28F: 3 clusters Score -288923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Entering Unmasked Estep 
Score: -12518533.000000 Penalty: 2847.272949
	Iteration 0F: 2 clusters Score -1.251853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -12453690.000000 Penalty: 5694.545898
	Iteration 0F: 3 clusters Score -1.245369e+07 nChanged 45719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -12480116.000000 Penalty: 5694.545898
	Iteration 1F: 3 clusters Score -1.248012e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -12481035.000000 Penalty: 5694.545898
	Iteration 2Q: 3 clusters Score -1.248104e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -12482275.000000 Penalty: 5694.545898
	Iteration 3Q: 3 clusters Score -1.248228e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -12483930.000000 Penalty: 5694.545898
	Iteration 4Q: 3 clusters Score -1.248393e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -12486886.000000 Penalty: 5694.545898
	Iteration 5F: 3 clusters Score -1.248689e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -12490966.000000 Penalty: 5694.545898
	Iteration 6F: 3 clusters Score -1.249097e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -12496794.000000 Penalty: 5694.545898
	Iteration 7F: 3 clusters Score -1.249679e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -12502856.000000 Penalty: 5694.545898
	Iteration 8F: 3 clusters Score -1.250286e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -12507910.000000 Penalty: 5694.545898
	Iteration 9F: 3 clusters Score -1.250791e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -12511081.000000 Penalty: 5694.545898
	Iteration 10Q: 3 clusters Score -1.251108e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -12512829.000000 Penalty: 5694.545898
	Iteration 11Q: 3 clusters Score -1.251283e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -12513938.000000 Penalty: 5694.545898
	Iteration 12Q: 3 clusters Score -1.251394e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -12514651.000000 Penalty: 5694.545898
	Iteration 13Q: 3 clusters Score -1.251465e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -12515117.000000 Penalty: 5694.545898
	Iteration 14Q: 3 clusters Score -1.251512e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -12515450.000000 Penalty: 5694.545898
	Iteration 15Q: 3 clusters Score -1.251545e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -12515689.000000 Penalty: 5694.545898
	Iteration 16Q: 3 clusters Score -1.251569e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12515809.000000 Penalty: 5694.545898
	Iteration 17Q: 3 clusters Score -1.251581e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -12515924.000000 Penalty: 5694.545898
	Iteration 18Q: 3 clusters Score -1.251592e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12516000.000000 Penalty: 5694.545898
	Iteration 19Q: 3 clusters Score -1.2516e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12516076.000000 Penalty: 5694.545898
	Iteration 20F: 3 clusters Score -1.251608e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -12516135.000000 Penalty: 5694.545898
	Iteration 21Q: 3 clusters Score -1.251614e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12516179.000000 Penalty: 5694.545898
	Iteration 22Q: 3 clusters Score -1.251618e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12516199.000000 Penalty: 5694.545898
	Iteration 23Q: 3 clusters Score -1.25162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12516243.000000 Penalty: 5694.545898
	Iteration 24Q: 3 clusters Score -1.251624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12516287.000000 Penalty: 5694.545898
	Iteration 25Q: 3 clusters Score -1.251629e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12516299.000000 Penalty: 5694.545898
	Iteration 26Q: 3 clusters Score -1.25163e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12516324.000000 Penalty: 5694.545898
	Iteration 27Q: 3 clusters Score -1.251632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12516335.000000 Penalty: 5694.545898
	Iteration 28Q: 3 clusters Score -1.251634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12516330.000000 Penalty: 5694.545898
	Iteration 29Q: 3 clusters Score -1.251633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12516341.000000 Penalty: 5694.545898
	Iteration 30Q: 3 clusters Score -1.251634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12516331.000000 Penalty: 5694.545898
	Iteration 31Q: 3 clusters Score -1.251633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12516342.000000 Penalty: 5694.545898
	Iteration 32Q: 3 clusters Score -1.251634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12516350.000000 Penalty: 5694.545898
	Iteration 33Q: 3 clusters Score -1.251635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12516366.000000 Penalty: 5694.545898
	Iteration 34Q: 3 clusters Score -1.251637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12516370.000000 Penalty: 5694.545898
	Iteration 35Q: 3 clusters Score -1.251637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12516391.000000 Penalty: 5694.545898
	Iteration 36Q: 3 clusters Score -1.251639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12516403.000000 Penalty: 5694.545898
	Iteration 37Q: 3 clusters Score -1.25164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12516403.000000 Penalty: 5694.545898
	Iteration 38Q: 3 clusters Score -1.25164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12516391.000000 Penalty: 5694.545898
	Iteration 39Q: 3 clusters Score -1.251639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12516397.000000 Penalty: 5694.545898
	Iteration 40F: 3 clusters Score -1.25164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12516396.000000 Penalty: 5694.545898
	Iteration 41Q: 3 clusters Score -1.25164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -12516402.000000 Penalty: 5694.545898
	Iteration 42Q: 3 clusters Score -1.25164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12516404.000000 Penalty: 5694.545898
	Iteration 43Q: 3 clusters Score -1.25164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12516412.000000 Penalty: 5694.545898
	Iteration 44Q: 3 clusters Score -1.251641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12516426.000000 Penalty: 5694.545898
	Iteration 45Q: 3 clusters Score -1.251643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12516419.000000 Penalty: 5694.545898
	Iteration 46Q: 3 clusters Score -1.251642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12516425.000000 Penalty: 5694.545898
	Iteration 47Q: 3 clusters Score -1.251642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12516420.000000 Penalty: 5694.545898
	Iteration 48Q: 3 clusters Score -1.251642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12516418.000000 Penalty: 5694.545898
	Iteration 49Q: 3 clusters Score -1.251642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12516423.000000 Penalty: 5694.545898
	Iteration 50Q: 3 clusters Score -1.251642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12516423.000000 Penalty: 5694.545898
	Iteration 51F: 3 clusters Score -1.251642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (155320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Entering Unmasked Estep 
Score: -20152940.000000 Penalty: 2964.404297
	Iteration 0F: 2 clusters Score -2.015294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -20050040.000000 Penalty: 5928.808594
	Iteration 0F: 3 clusters Score -2.005004e+07 nChanged 74333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -20093644.000000 Penalty: 5928.808594
	Iteration 1F: 3 clusters Score -2.009364e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -20094914.000000 Penalty: 5928.808594
	Iteration 2Q: 3 clusters Score -2.009491e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -20096628.000000 Penalty: 5928.808594
	Iteration 3Q: 3 clusters Score -2.009663e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -20098780.000000 Penalty: 5928.808594
	Iteration 4Q: 3 clusters Score -2.009878e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -20102208.000000 Penalty: 5928.808594
	Iteration 5Q: 3 clusters Score -2.010221e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -20107002.000000 Penalty: 5928.808594
	Iteration 6F: 3 clusters Score -2.0107e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -20113474.000000 Penalty: 5928.808594
	Iteration 7F: 3 clusters Score -2.011347e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -20121150.000000 Penalty: 5928.808594
	Iteration 8F: 3 clusters Score -2.012115e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -20126848.000000 Penalty: 5928.808594
	Iteration 9F: 3 clusters Score -2.012685e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -20129282.000000 Penalty: 5928.808594
	Iteration 10Q: 3 clusters Score -2.012928e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -20130156.000000 Penalty: 5928.808594
	Iteration 11Q: 3 clusters Score -2.013016e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -20130712.000000 Penalty: 5928.808594
	Iteration 12Q: 3 clusters Score -2.013071e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -20131272.000000 Penalty: 5928.808594
	Iteration 13Q: 3 clusters Score -2.013127e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -20131834.000000 Penalty: 5928.808594
	Iteration 14Q: 3 clusters Score -2.013183e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -20132402.000000 Penalty: 5928.808594
	Iteration 15Q: 3 clusters Score -2.01324e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -20133064.000000 Penalty: 5928.808594
	Iteration 16Q: 3 clusters Score -2.013306e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -20133542.000000 Penalty: 5928.808594
	Iteration 17Q: 3 clusters Score -2.013354e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -20134002.000000 Penalty: 5928.808594
	Iteration 18Q: 3 clusters Score -2.0134e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -20134576.000000 Penalty: 5928.808594
	Iteration 19Q: 3 clusters Score -2.013458e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -20135028.000000 Penalty: 5928.808594
	Iteration 20F: 3 clusters Score -2.013503e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -20135500.000000 Penalty: 5928.808594
	Iteration 21Q: 3 clusters Score -2.01355e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -20135846.000000 Penalty: 5928.808594
	Iteration 22Q: 3 clusters Score -2.013585e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -20136156.000000 Penalty: 5928.808594
	Iteration 23Q: 3 clusters Score -2.013616e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -20136600.000000 Penalty: 5928.808594
	Iteration 24Q: 3 clusters Score -2.01366e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -20136952.000000 Penalty: 5928.808594
	Iteration 25Q: 3 clusters Score -2.013695e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -20137242.000000 Penalty: 5928.808594
	Iteration 26Q: 3 clusters Score -2.013724e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -20137628.000000 Penalty: 5928.808594
	Iteration 27Q: 3 clusters Score -2.013763e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -20137960.000000 Penalty: 5928.808594
	Iteration 28Q: 3 clusters Score -2.013796e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -20138324.000000 Penalty: 5928.808594
	Iteration 29Q: 3 clusters Score -2.013832e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -20138680.000000 Penalty: 5928.808594
	Iteration 30Q: 3 clusters Score -2.013868e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -20139078.000000 Penalty: 5928.808594
	Iteration 31Q: 3 clusters Score -2.013908e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -20139346.000000 Penalty: 5928.808594
	Iteration 32Q: 3 clusters Score -2.013935e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -20139658.000000 Penalty: 5928.808594
	Iteration 33Q: 3 clusters Score -2.013966e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110788 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -20139932.000000 Penalty: 5928.808594
	Iteration 34Q: 3 clusters Score -2.013993e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -20140296.000000 Penalty: 5928.808594
	Iteration 35Q: 3 clusters Score -2.01403e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -20140588.000000 Penalty: 5928.808594
	Iteration 36Q: 3 clusters Score -2.014059e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -20140924.000000 Penalty: 5928.808594
	Iteration 37Q: 3 clusters Score -2.014092e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117636 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -20141224.000000 Penalty: 5928.808594
	Iteration 38Q: 3 clusters Score -2.014122e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -20141706.000000 Penalty: 5928.808594
	Iteration 39Q: 3 clusters Score -2.014171e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -20142056.000000 Penalty: 5928.808594
	Iteration 40F: 3 clusters Score -2.014206e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -20142492.000000 Penalty: 5928.808594
	Iteration 41Q: 3 clusters Score -2.014249e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -20142974.000000 Penalty: 5928.808594
	Iteration 42Q: 3 clusters Score -2.014297e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126601 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -20143460.000000 Penalty: 5928.808594
	Iteration 43Q: 3 clusters Score -2.014346e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -20143928.000000 Penalty: 5928.808594
	Iteration 44Q: 3 clusters Score -2.014393e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -20144288.000000 Penalty: 5928.808594
	Iteration 45Q: 3 clusters Score -2.014429e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -20144744.000000 Penalty: 5928.808594
	Iteration 46Q: 3 clusters Score -2.014474e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -20145260.000000 Penalty: 5928.808594
	Iteration 47Q: 3 clusters Score -2.014526e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -20145590.000000 Penalty: 5928.808594
	Iteration 48Q: 3 clusters Score -2.014559e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136349 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -20146016.000000 Penalty: 5928.808594
	Iteration 49Q: 3 clusters Score -2.014602e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -20146418.000000 Penalty: 5928.808594
	Iteration 50Q: 3 clusters Score -2.014642e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -20146762.000000 Penalty: 5928.808594
	Iteration 51Q: 3 clusters Score -2.014676e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -20147222.000000 Penalty: 5928.808594
	Iteration 52Q: 3 clusters Score -2.014722e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -20147578.000000 Penalty: 5928.808594
	Iteration 53Q: 3 clusters Score -2.014758e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142868 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -20147950.000000 Penalty: 5928.808594
	Iteration 54Q: 3 clusters Score -2.014795e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -20148242.000000 Penalty: 5928.808594
	Iteration 55Q: 3 clusters Score -2.014824e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -20148528.000000 Penalty: 5928.808594
	Iteration 56Q: 3 clusters Score -2.014853e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -20148834.000000 Penalty: 5928.808594
	Iteration 57Q: 3 clusters Score -2.014883e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -20149066.000000 Penalty: 5928.808594
	Iteration 58Q: 3 clusters Score -2.014907e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147292 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -20149208.000000 Penalty: 5928.808594
	Iteration 59Q: 3 clusters Score -2.014921e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147971 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -20149404.000000 Penalty: 5928.808594
	Iteration 60F: 3 clusters Score -2.01494e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148594 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -20149598.000000 Penalty: 5928.808594
	Iteration 61Q: 3 clusters Score -2.01496e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -20149742.000000 Penalty: 5928.808594
	Iteration 62Q: 3 clusters Score -2.014974e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -20149882.000000 Penalty: 5928.808594
	Iteration 63Q: 3 clusters Score -2.014988e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -20150006.000000 Penalty: 5928.808594
	Iteration 64Q: 3 clusters Score -2.015001e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -20150054.000000 Penalty: 5928.808594
	Iteration 65Q: 3 clusters Score -2.015005e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -20150200.000000 Penalty: 5928.808594
	Iteration 66Q: 3 clusters Score -2.01502e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -20150292.000000 Penalty: 5928.808594
	Iteration 67Q: 3 clusters Score -2.015029e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -20150380.000000 Penalty: 5928.808594
	Iteration 68Q: 3 clusters Score -2.015038e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -20150478.000000 Penalty: 5928.808594
	Iteration 69Q: 3 clusters Score -2.015048e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20150522.000000 Penalty: 5928.808594
	Iteration 70Q: 3 clusters Score -2.015052e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -20150560.000000 Penalty: 5928.808594
	Iteration 71Q: 3 clusters Score -2.015056e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20150600.000000 Penalty: 5928.808594
	Iteration 72Q: 3 clusters Score -2.01506e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20150668.000000 Penalty: 5928.808594
	Iteration 73Q: 3 clusters Score -2.015067e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -20150632.000000 Penalty: 5928.808594
	Iteration 74Q: 3 clusters Score -2.015063e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -20150718.000000 Penalty: 5928.808594
	Iteration 75Q: 3 clusters Score -2.015072e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -20150754.000000 Penalty: 5928.808594
	Iteration 76Q: 3 clusters Score -2.015075e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152544 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -20150728.000000 Penalty: 5928.808594
	Iteration 77Q: 3 clusters Score -2.015073e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20150718.000000 Penalty: 5928.808594
	Iteration 78Q: 3 clusters Score -2.015072e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20150746.000000 Penalty: 5928.808594
	Iteration 79Q: 3 clusters Score -2.015075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20150726.000000 Penalty: 5928.808594
	Iteration 80F: 3 clusters Score -2.015073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -20150708.000000 Penalty: 5928.808594
	Iteration 81Q: 3 clusters Score -2.015071e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20150762.000000 Penalty: 5928.808594
	Iteration 82Q: 3 clusters Score -2.015076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20150762.000000 Penalty: 5928.808594
	Iteration 83Q: 3 clusters Score -2.015076e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20150784.000000 Penalty: 5928.808594
	Iteration 84Q: 3 clusters Score -2.015078e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -20150802.000000 Penalty: 5928.808594
	Iteration 85Q: 3 clusters Score -2.01508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20150824.000000 Penalty: 5928.808594
	Iteration 86Q: 3 clusters Score -2.015082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153133 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -20150854.000000 Penalty: 5928.808594
	Iteration 87Q: 3 clusters Score -2.015085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20150842.000000 Penalty: 5928.808594
	Iteration 88Q: 3 clusters Score -2.015084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20150852.000000 Penalty: 5928.808594
	Iteration 89Q: 3 clusters Score -2.015085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20150838.000000 Penalty: 5928.808594
	Iteration 90Q: 3 clusters Score -2.015084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20150868.000000 Penalty: 5928.808594
	Iteration 91Q: 3 clusters Score -2.015087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20150844.000000 Penalty: 5928.808594
	Iteration 92Q: 3 clusters Score -2.015084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -20150846.000000 Penalty: 5928.808594
	Iteration 93Q: 3 clusters Score -2.015085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20150886.000000 Penalty: 5928.808594
	Iteration 94Q: 3 clusters Score -2.015089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20150878.000000 Penalty: 5928.808594
	Iteration 95Q: 3 clusters Score -2.015088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -20150848.000000 Penalty: 5928.808594
	Iteration 96Q: 3 clusters Score -2.015085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20150844.000000 Penalty: 5928.808594
	Iteration 97Q: 3 clusters Score -2.015084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20150852.000000 Penalty: 5928.808594
	Iteration 98Q: 3 clusters Score -2.015085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20150852.000000 Penalty: 5928.808594
	Iteration 99Q: 3 clusters Score -2.015085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -20150846.000000 Penalty: 5928.808594
	Iteration 100F: 3 clusters Score -2.015085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20150846.000000 Penalty: 5928.808594
	Iteration 101Q: 3 clusters Score -2.015085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20150858.000000 Penalty: 5928.808594
	Iteration 102Q: 3 clusters Score -2.015086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20150862.000000 Penalty: 5928.808594
	Iteration 103Q: 3 clusters Score -2.015086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -20150858.000000 Penalty: 5928.808594
	Iteration 104Q: 3 clusters Score -2.015086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20150864.000000 Penalty: 5928.808594
	Iteration 105Q: 3 clusters Score -2.015086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -20150868.000000 Penalty: 5928.808594
	Iteration 106Q: 3 clusters Score -2.015087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -20150874.000000 Penalty: 5928.808594
	Iteration 107Q: 3 clusters Score -2.015087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -20150874.000000 Penalty: 5928.808594
	Iteration 108F: 3 clusters Score -2.015087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -474056.718750 Penalty: 2046.864868
	Iteration 0F: 2 clusters Score -474056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -470299.093750 Penalty: 4093.729736
	Iteration 0F: 3 clusters Score -470299.1 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -471125.281250 Penalty: 4093.729736
	Iteration 1F: 3 clusters Score -471125.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -471327.093750 Penalty: 4093.729736
	Iteration 2F: 3 clusters Score -471327.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -471456.125000 Penalty: 4093.729736
	Iteration 3F: 3 clusters Score -471456.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -471520.343750 Penalty: 4093.729736
	Iteration 4Q: 3 clusters Score -471520.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -471560.468750 Penalty: 4093.729736
	Iteration 5Q: 3 clusters Score -471560.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -471591.968750 Penalty: 4093.729736
	Iteration 6Q: 3 clusters Score -471592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -471613.125000 Penalty: 4093.729736
	Iteration 7Q: 3 clusters Score -471613.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -471629.093750 Penalty: 4093.729736
	Iteration 8Q: 3 clusters Score -471629.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -471641.500000 Penalty: 4093.729736
	Iteration 9Q: 3 clusters Score -471641.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -471652.312500 Penalty: 4093.729736
	Iteration 10Q: 3 clusters Score -471652.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -471665.031250 Penalty: 4093.729736
	Iteration 11Q: 3 clusters Score -471665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -471679.937500 Penalty: 4093.729736
	Iteration 12Q: 3 clusters Score -471679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -471690.156250 Penalty: 4093.729736
	Iteration 13Q: 3 clusters Score -471690.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -471703.031250 Penalty: 4093.729736
	Iteration 14Q: 3 clusters Score -471703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471721.625000 Penalty: 4093.729736
	Iteration 15Q: 3 clusters Score -471721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -471738.031250 Penalty: 4093.729736
	Iteration 16Q: 3 clusters Score -471738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -471749.093750 Penalty: 4093.729736
	Iteration 17Q: 3 clusters Score -471749.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -471762.687500 Penalty: 4093.729736
	Iteration 18Q: 3 clusters Score -471762.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -471772.187500 Penalty: 4093.729736
	Iteration 19Q: 3 clusters Score -471772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -471780.156250 Penalty: 4093.729736
	Iteration 20F: 3 clusters Score -471780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -471784.906250 Penalty: 4093.729736
	Iteration 21Q: 3 clusters Score -471784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -471790.687500 Penalty: 4093.729736
	Iteration 22Q: 3 clusters Score -471790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -471793.468750 Penalty: 4093.729736
	Iteration 23Q: 3 clusters Score -471793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -471798.312500 Penalty: 4093.729736
	Iteration 24Q: 3 clusters Score -471798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471802.250000 Penalty: 4093.729736
	Iteration 25Q: 3 clusters Score -471802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -471806.500000 Penalty: 4093.729736
	Iteration 26Q: 3 clusters Score -471806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -471810.656250 Penalty: 4093.729736
	Iteration 27Q: 3 clusters Score -471810.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471813.562500 Penalty: 4093.729736
	Iteration 28Q: 3 clusters Score -471813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -471816.250000 Penalty: 4093.729736
	Iteration 29Q: 3 clusters Score -471816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -471817.062500 Penalty: 4093.729736
	Iteration 30Q: 3 clusters Score -471817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471818.625000 Penalty: 4093.729736
	Iteration 31Q: 3 clusters Score -471818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471819.625000 Penalty: 4093.729736
	Iteration 32Q: 3 clusters Score -471819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -471819.562500 Penalty: 4093.729736
	Iteration 33Q: 3 clusters Score -471819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -471819.718750 Penalty: 4093.729736
	Iteration 34Q: 3 clusters Score -471819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471821.593750 Penalty: 4093.729736
	Iteration 35Q: 3 clusters Score -471821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -471820.968750 Penalty: 4093.729736
	Iteration 36Q: 3 clusters Score -471821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -471823.156250 Penalty: 4093.729736
	Iteration 37Q: 3 clusters Score -471823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -471824.468750 Penalty: 4093.729736
	Iteration 38Q: 3 clusters Score -471824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -471826.562500 Penalty: 4093.729736
	Iteration 39Q: 3 clusters Score -471826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471828.875000 Penalty: 4093.729736
	Iteration 40F: 3 clusters Score -471828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -471829.781250 Penalty: 4093.729736
	Iteration 41Q: 3 clusters Score -471829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -471829.906250 Penalty: 4093.729736
	Iteration 42Q: 3 clusters Score -471829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -471831.031250 Penalty: 4093.729736
	Iteration 43Q: 3 clusters Score -471831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -471832.093750 Penalty: 4093.729736
	Iteration 44Q: 3 clusters Score -471832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471831.968750 Penalty: 4093.729736
	Iteration 45Q: 3 clusters Score -471832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471832.937500 Penalty: 4093.729736
	Iteration 46Q: 3 clusters Score -471832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -471834.125000 Penalty: 4093.729736
	Iteration 47Q: 3 clusters Score -471834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -471835.218750 Penalty: 4093.729736
	Iteration 48Q: 3 clusters Score -471835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471836.000000 Penalty: 4093.729736
	Iteration 49Q: 3 clusters Score -471836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471837.656250 Penalty: 4093.729736
	Iteration 50Q: 3 clusters Score -471837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -471839.000000 Penalty: 4093.729736
	Iteration 51Q: 3 clusters Score -471839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471838.312500 Penalty: 4093.729736
	Iteration 52Q: 3 clusters Score -471838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471840.875000 Penalty: 4093.729736
	Iteration 53Q: 3 clusters Score -471840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -471842.656250 Penalty: 4093.729736
	Iteration 54Q: 3 clusters Score -471842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -471845.531250 Penalty: 4093.729736
	Iteration 55Q: 3 clusters Score -471845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -471847.625000 Penalty: 4093.729736
	Iteration 56Q: 3 clusters Score -471847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -471848.125000 Penalty: 4093.729736
	Iteration 57Q: 3 clusters Score -471848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -471849.562500 Penalty: 4093.729736
	Iteration 58Q: 3 clusters Score -471849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -471849.281250 Penalty: 4093.729736
	Iteration 59Q: 3 clusters Score -471849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471849.500000 Penalty: 4093.729736
	Iteration 60F: 3 clusters Score -471849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Entering Unmasked Estep 
Score: -11781299.000000 Penalty: 2829.997559
	Iteration 0F: 2 clusters Score -1.17813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11720390.000000 Penalty: 5659.995117
	Iteration 0F: 3 clusters Score -1.172039e+07 nChanged 42719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -11744936.000000 Penalty: 5659.995117
	Iteration 1F: 3 clusters Score -1.174494e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -11745646.000000 Penalty: 5659.995117
	Iteration 2Q: 3 clusters Score -1.174565e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -11746375.000000 Penalty: 5659.995117
	Iteration 3Q: 3 clusters Score -1.174638e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -11747010.000000 Penalty: 5659.995117
	Iteration 4Q: 3 clusters Score -1.174701e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -11747714.000000 Penalty: 5659.995117
	Iteration 5Q: 3 clusters Score -1.174771e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -11748529.000000 Penalty: 5659.995117
	Iteration 6Q: 3 clusters Score -1.174853e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -11749468.000000 Penalty: 5659.995117
	Iteration 7Q: 3 clusters Score -1.174947e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -11750734.000000 Penalty: 5659.995117
	Iteration 8Q: 3 clusters Score -1.175073e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -11752420.000000 Penalty: 5659.995117
	Iteration 9Q: 3 clusters Score -1.175242e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -11754874.000000 Penalty: 5659.995117
	Iteration 10Q: 3 clusters Score -1.175487e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -11758143.000000 Penalty: 5659.995117
	Iteration 11F: 3 clusters Score -1.175814e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -11761998.000000 Penalty: 5659.995117
	Iteration 12F: 3 clusters Score -1.1762e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -11765798.000000 Penalty: 5659.995117
	Iteration 13F: 3 clusters Score -1.17658e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -11768869.000000 Penalty: 5659.995117
	Iteration 14Q: 3 clusters Score -1.176887e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -11771199.000000 Penalty: 5659.995117
	Iteration 15Q: 3 clusters Score -1.17712e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -11772923.000000 Penalty: 5659.995117
	Iteration 16Q: 3 clusters Score -1.177292e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -11774154.000000 Penalty: 5659.995117
	Iteration 17Q: 3 clusters Score -1.177415e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -11775265.000000 Penalty: 5659.995117
	Iteration 18Q: 3 clusters Score -1.177526e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -11776155.000000 Penalty: 5659.995117
	Iteration 19Q: 3 clusters Score -1.177616e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -11776926.000000 Penalty: 5659.995117
	Iteration 20F: 3 clusters Score -1.177693e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -11777471.000000 Penalty: 5659.995117
	Iteration 21Q: 3 clusters Score -1.177747e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -11777875.000000 Penalty: 5659.995117
	Iteration 22Q: 3 clusters Score -1.177788e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -11778162.000000 Penalty: 5659.995117
	Iteration 23Q: 3 clusters Score -1.177816e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -11778368.000000 Penalty: 5659.995117
	Iteration 24Q: 3 clusters Score -1.177837e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11778527.000000 Penalty: 5659.995117
	Iteration 25Q: 3 clusters Score -1.177853e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11778625.000000 Penalty: 5659.995117
	Iteration 26Q: 3 clusters Score -1.177862e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -11778738.000000 Penalty: 5659.995117
	Iteration 27Q: 3 clusters Score -1.177874e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -11778766.000000 Penalty: 5659.995117
	Iteration 28Q: 3 clusters Score -1.177877e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -11778812.000000 Penalty: 5659.995117
	Iteration 29Q: 3 clusters Score -1.177881e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -11778864.000000 Penalty: 5659.995117
	Iteration 30Q: 3 clusters Score -1.177886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -11778886.000000 Penalty: 5659.995117
	Iteration 31Q: 3 clusters Score -1.177889e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -11778901.000000 Penalty: 5659.995117
	Iteration 32Q: 3 clusters Score -1.17789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -11778924.000000 Penalty: 5659.995117
	Iteration 33Q: 3 clusters Score -1.177892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -11778938.000000 Penalty: 5659.995117
	Iteration 34Q: 3 clusters Score -1.177894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -11778945.000000 Penalty: 5659.995117
	Iteration 35Q: 3 clusters Score -1.177894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11778967.000000 Penalty: 5659.995117
	Iteration 36Q: 3 clusters Score -1.177897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -11778961.000000 Penalty: 5659.995117
	Iteration 37Q: 3 clusters Score -1.177896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -11778972.000000 Penalty: 5659.995117
	Iteration 38Q: 3 clusters Score -1.177897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -11778973.000000 Penalty: 5659.995117
	Iteration 39Q: 3 clusters Score -1.177897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11778979.000000 Penalty: 5659.995117
	Iteration 40F: 3 clusters Score -1.177898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -11778991.000000 Penalty: 5659.995117
	Iteration 41Q: 3 clusters Score -1.177899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -11778991.000000 Penalty: 5659.995117
	Iteration 42Q: 3 clusters Score -1.177899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -11778994.000000 Penalty: 5659.995117
	Iteration 43Q: 3 clusters Score -1.177899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -11778993.000000 Penalty: 5659.995117
	Iteration 44Q: 3 clusters Score -1.177899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -11778997.000000 Penalty: 5659.995117
	Iteration 45Q: 3 clusters Score -1.1779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -11778997.000000 Penalty: 5659.995117
	Iteration 46Q: 3 clusters Score -1.1779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -11778996.000000 Penalty: 5659.995117
	Iteration 47Q: 3 clusters Score -1.1779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -11778997.000000 Penalty: 5659.995117
	Iteration 48Q: 3 clusters Score -1.1779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -11778997.000000 Penalty: 5659.995117
	Iteration 49F: 3 clusters Score -1.1779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192248 members 
Entering Unmasked Estep 
Score: -24846178.000000 Penalty: 3017.302246
	Iteration 0F: 2 clusters Score -2.484618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -24720746.000000 Penalty: 6034.604492
	Iteration 0F: 3 clusters Score -2.472075e+07 nChanged 92452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -24774988.000000 Penalty: 6034.604492
	Iteration 1F: 3 clusters Score -2.477499e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -24776782.000000 Penalty: 6034.604492
	Iteration 2Q: 3 clusters Score -2.477678e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -24779010.000000 Penalty: 6034.604492
	Iteration 3Q: 3 clusters Score -2.477901e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -24782770.000000 Penalty: 6034.604492
	Iteration 4Q: 3 clusters Score -2.478277e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120534 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -24788938.000000 Penalty: 6034.604492
	Iteration 5F: 3 clusters Score -2.478894e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -24798770.000000 Penalty: 6034.604492
	Iteration 6F: 3 clusters Score -2.479877e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -24810596.000000 Penalty: 6034.604492
	Iteration 7F: 3 clusters Score -2.48106e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -24820356.000000 Penalty: 6034.604492
	Iteration 8F: 3 clusters Score -2.482036e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -24826554.000000 Penalty: 6034.604492
	Iteration 9Q: 3 clusters Score -2.482655e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -24829996.000000 Penalty: 6034.604492
	Iteration 10Q: 3 clusters Score -2.483e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -24831812.000000 Penalty: 6034.604492
	Iteration 11Q: 3 clusters Score -2.483181e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -24833178.000000 Penalty: 6034.604492
	Iteration 12Q: 3 clusters Score -2.483318e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -24834326.000000 Penalty: 6034.604492
	Iteration 13Q: 3 clusters Score -2.483433e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170175 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -24835382.000000 Penalty: 6034.604492
	Iteration 14Q: 3 clusters Score -2.483538e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -24836448.000000 Penalty: 6034.604492
	Iteration 15Q: 3 clusters Score -2.483645e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -24837470.000000 Penalty: 6034.604492
	Iteration 16Q: 3 clusters Score -2.483747e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -24838578.000000 Penalty: 6034.604492
	Iteration 17Q: 3 clusters Score -2.483858e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -24839530.000000 Penalty: 6034.604492
	Iteration 18Q: 3 clusters Score -2.483953e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -24840672.000000 Penalty: 6034.604492
	Iteration 19Q: 3 clusters Score -2.484067e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -24841306.000000 Penalty: 6034.604492
	Iteration 20F: 3 clusters Score -2.484131e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -24841866.000000 Penalty: 6034.604492
	Iteration 21Q: 3 clusters Score -2.484187e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180675 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -24842268.000000 Penalty: 6034.604492
	Iteration 22Q: 3 clusters Score -2.484227e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -24842514.000000 Penalty: 6034.604492
	Iteration 23Q: 3 clusters Score -2.484251e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181535 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -24842776.000000 Penalty: 6034.604492
	Iteration 24Q: 3 clusters Score -2.484278e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181905 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -24842932.000000 Penalty: 6034.604492
	Iteration 25Q: 3 clusters Score -2.484293e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -24843020.000000 Penalty: 6034.604492
	Iteration 26Q: 3 clusters Score -2.484302e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182468 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -24843122.000000 Penalty: 6034.604492
	Iteration 27Q: 3 clusters Score -2.484312e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182702 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -24843120.000000 Penalty: 6034.604492
	Iteration 28Q: 3 clusters Score -2.484312e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -24843236.000000 Penalty: 6034.604492
	Iteration 29Q: 3 clusters Score -2.484324e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183085 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -24843296.000000 Penalty: 6034.604492
	Iteration 30Q: 3 clusters Score -2.48433e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -24843324.000000 Penalty: 6034.604492
	Iteration 31Q: 3 clusters Score -2.484332e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -24843324.000000 Penalty: 6034.604492
	Iteration 32Q: 3 clusters Score -2.484332e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -24843328.000000 Penalty: 6034.604492
	Iteration 33Q: 3 clusters Score -2.484333e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -24843376.000000 Penalty: 6034.604492
	Iteration 34Q: 3 clusters Score -2.484338e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -24843400.000000 Penalty: 6034.604492
	Iteration 35Q: 3 clusters Score -2.48434e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183728 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -24843434.000000 Penalty: 6034.604492
	Iteration 36Q: 3 clusters Score -2.484343e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -24843418.000000 Penalty: 6034.604492
	Iteration 37Q: 3 clusters Score -2.484342e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -24843466.000000 Penalty: 6034.604492
	Iteration 38Q: 3 clusters Score -2.484347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -24843464.000000 Penalty: 6034.604492
	Iteration 39Q: 3 clusters Score -2.484346e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -24843468.000000 Penalty: 6034.604492
	Iteration 40F: 3 clusters Score -2.484347e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -24843452.000000 Penalty: 6034.604492
	Iteration 41Q: 3 clusters Score -2.484345e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184102 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -24843460.000000 Penalty: 6034.604492
	Iteration 42Q: 3 clusters Score -2.484346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184157 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -24843472.000000 Penalty: 6034.604492
	Iteration 43Q: 3 clusters Score -2.484347e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -24843514.000000 Penalty: 6034.604492
	Iteration 44Q: 3 clusters Score -2.484351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184220 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -24843532.000000 Penalty: 6034.604492
	Iteration 45Q: 3 clusters Score -2.484353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184261 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -24843512.000000 Penalty: 6034.604492
	Iteration 46Q: 3 clusters Score -2.484351e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -24843534.000000 Penalty: 6034.604492
	Iteration 47Q: 3 clusters Score -2.484353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -24843538.000000 Penalty: 6034.604492
	Iteration 48Q: 3 clusters Score -2.484354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184373 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -24843550.000000 Penalty: 6034.604492
	Iteration 49Q: 3 clusters Score -2.484355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184410 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -24843572.000000 Penalty: 6034.604492
	Iteration 50Q: 3 clusters Score -2.484357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -24843594.000000 Penalty: 6034.604492
	Iteration 51Q: 3 clusters Score -2.484359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184463 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -24843610.000000 Penalty: 6034.604492
	Iteration 52Q: 3 clusters Score -2.484361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184480 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -24843604.000000 Penalty: 6034.604492
	Iteration 53Q: 3 clusters Score -2.48436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -24843598.000000 Penalty: 6034.604492
	Iteration 54Q: 3 clusters Score -2.48436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184504 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -24843590.000000 Penalty: 6034.604492
	Iteration 55Q: 3 clusters Score -2.484359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -24843596.000000 Penalty: 6034.604492
	Iteration 56Q: 3 clusters Score -2.48436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184530 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -24843604.000000 Penalty: 6034.604492
	Iteration 57Q: 3 clusters Score -2.48436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184546 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -24843622.000000 Penalty: 6034.604492
	Iteration 58Q: 3 clusters Score -2.484362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -24843632.000000 Penalty: 6034.604492
	Iteration 59Q: 3 clusters Score -2.484363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184585 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -24843644.000000 Penalty: 6034.604492
	Iteration 60F: 3 clusters Score -2.484364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -24843620.000000 Penalty: 6034.604492
	Iteration 61Q: 3 clusters Score -2.484362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -24843624.000000 Penalty: 6034.604492
	Iteration 62Q: 3 clusters Score -2.484362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -24843642.000000 Penalty: 6034.604492
	Iteration 63Q: 3 clusters Score -2.484364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184626 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -24843644.000000 Penalty: 6034.604492
	Iteration 64Q: 3 clusters Score -2.484364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -24843618.000000 Penalty: 6034.604492
	Iteration 65Q: 3 clusters Score -2.484362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184648 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -24843610.000000 Penalty: 6034.604492
	Iteration 66Q: 3 clusters Score -2.484361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -24843612.000000 Penalty: 6034.604492
	Iteration 67Q: 3 clusters Score -2.484361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -24843614.000000 Penalty: 6034.604492
	Iteration 68Q: 3 clusters Score -2.484361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184705 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -24843610.000000 Penalty: 6034.604492
	Iteration 69Q: 3 clusters Score -2.484361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184722 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -24843624.000000 Penalty: 6034.604492
	Iteration 70Q: 3 clusters Score -2.484362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184743 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -24843638.000000 Penalty: 6034.604492
	Iteration 71Q: 3 clusters Score -2.484364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -24843670.000000 Penalty: 6034.604492
	Iteration 72Q: 3 clusters Score -2.484367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184780 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -24843636.000000 Penalty: 6034.604492
	Iteration 73Q: 3 clusters Score -2.484364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184792 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -24843644.000000 Penalty: 6034.604492
	Iteration 74Q: 3 clusters Score -2.484364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184801 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -24843632.000000 Penalty: 6034.604492
	Iteration 75Q: 3 clusters Score -2.484363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -24843622.000000 Penalty: 6034.604492
	Iteration 76Q: 3 clusters Score -2.484362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184811 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6034.604492
	Iteration 77Q: 3 clusters Score -2.484365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184819 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -24843636.000000 Penalty: 6034.604492
	Iteration 78Q: 3 clusters Score -2.484364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -24843644.000000 Penalty: 6034.604492
	Iteration 79Q: 3 clusters Score -2.484364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -24843626.000000 Penalty: 6034.604492
	Iteration 80F: 3 clusters Score -2.484363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184849 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -24843608.000000 Penalty: 6034.604492
	Iteration 81Q: 3 clusters Score -2.484361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -24843612.000000 Penalty: 6034.604492
	Iteration 82Q: 3 clusters Score -2.484361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -24843604.000000 Penalty: 6034.604492
	Iteration 83Q: 3 clusters Score -2.48436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184878 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -24843614.000000 Penalty: 6034.604492
	Iteration 84Q: 3 clusters Score -2.484361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184887 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -24843634.000000 Penalty: 6034.604492
	Iteration 85Q: 3 clusters Score -2.484363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184898 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -24843630.000000 Penalty: 6034.604492
	Iteration 86Q: 3 clusters Score -2.484363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -24843628.000000 Penalty: 6034.604492
	Iteration 87Q: 3 clusters Score -2.484363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184923 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -24843618.000000 Penalty: 6034.604492
	Iteration 88Q: 3 clusters Score -2.484362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -24843628.000000 Penalty: 6034.604492
	Iteration 89Q: 3 clusters Score -2.484363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -24843640.000000 Penalty: 6034.604492
	Iteration 90Q: 3 clusters Score -2.484364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -24843640.000000 Penalty: 6034.604492
	Iteration 91Q: 3 clusters Score -2.484364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184962 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -24843648.000000 Penalty: 6034.604492
	Iteration 92Q: 3 clusters Score -2.484365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184974 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6034.604492
	Iteration 93Q: 3 clusters Score -2.484365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6034.604492
	Iteration 94Q: 3 clusters Score -2.484365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6034.604492
	Iteration 95Q: 3 clusters Score -2.484365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184987 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -24843650.000000 Penalty: 6034.604492
	Iteration 96Q: 3 clusters Score -2.484365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -24843648.000000 Penalty: 6034.604492
	Iteration 97Q: 3 clusters Score -2.484365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -24843664.000000 Penalty: 6034.604492
	Iteration 98Q: 3 clusters Score -2.484366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184997 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -24843664.000000 Penalty: 6034.604492
	Iteration 99Q: 3 clusters Score -2.484366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185005 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6034.604492
	Iteration 100F: 3 clusters Score -2.484365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185016 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -24843648.000000 Penalty: 6034.604492
	Iteration 101Q: 3 clusters Score -2.484365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -24843662.000000 Penalty: 6034.604492
	Iteration 102Q: 3 clusters Score -2.484366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185032 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -24843670.000000 Penalty: 6034.604492
	Iteration 103Q: 3 clusters Score -2.484367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -24843692.000000 Penalty: 6034.604492
	Iteration 104Q: 3 clusters Score -2.484369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -24843684.000000 Penalty: 6034.604492
	Iteration 105Q: 3 clusters Score -2.484368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -24843682.000000 Penalty: 6034.604492
	Iteration 106Q: 3 clusters Score -2.484368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -24843682.000000 Penalty: 6034.604492
	Iteration 107Q: 3 clusters Score -2.484368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185053 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -24843690.000000 Penalty: 6034.604492
	Iteration 108Q: 3 clusters Score -2.484369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185057 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -24843686.000000 Penalty: 6034.604492
	Iteration 109Q: 3 clusters Score -2.484369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -24843702.000000 Penalty: 6034.604492
	Iteration 110Q: 3 clusters Score -2.48437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185063 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -24843692.000000 Penalty: 6034.604492
	Iteration 111Q: 3 clusters Score -2.484369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185065 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -24843690.000000 Penalty: 6034.604492
	Iteration 112Q: 3 clusters Score -2.484369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185067 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -24843690.000000 Penalty: 6034.604492
	Iteration 113Q: 3 clusters Score -2.484369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -24843708.000000 Penalty: 6034.604492
	Iteration 114Q: 3 clusters Score -2.484371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -24843712.000000 Penalty: 6034.604492
	Iteration 115Q: 3 clusters Score -2.484371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -24843712.000000 Penalty: 6034.604492
	Iteration 116F: 3 clusters Score -2.484371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -196917.750000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -196917.8 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 723 members 
Entering Unmasked Estep 
Score: -194579.187500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -194579.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -194931.281250 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -194931.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -195029.062500 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -195029.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195085.156250 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -195085.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195121.828125 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -195121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -195149.687500 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -195149.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195174.546875 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -195174.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195190.203125 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -195190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195198.234375 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -195198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195204.843750 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -195204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -195208.843750 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -195208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195212.187500 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -195212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195215.500000 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -195215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195219.000000 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -195219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195219.140625 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -195219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195219.625000 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -195219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195220.031250 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -195220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195220.578125 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -195220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195221.500000 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -195221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195221.984375 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -195222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195223.015625 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -195223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195225.531250 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -195225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195227.156250 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -195227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195227.625000 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -195227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195227.625000 Penalty: 3632.619873
	Iteration 24F: 3 clusters Score -195227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -1418003.500000 Penalty: 2313.551025
	Iteration 0F: 2 clusters Score -1418004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1409586.125000 Penalty: 4627.102051
	Iteration 0F: 3 clusters Score -1409586 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1412173.625000 Penalty: 4627.102051
	Iteration 1F: 3 clusters Score -1412174 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1412521.375000 Penalty: 4627.102051
	Iteration 2F: 3 clusters Score -1412521 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1412796.500000 Penalty: 4627.102051
	Iteration 3F: 3 clusters Score -1412796 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1413079.125000 Penalty: 4627.102051
	Iteration 4Q: 3 clusters Score -1413079 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1413369.375000 Penalty: 4627.102051
	Iteration 5Q: 3 clusters Score -1413369 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1413679.000000 Penalty: 4627.102051
	Iteration 6Q: 3 clusters Score -1413679 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1414022.375000 Penalty: 4627.102051
	Iteration 7Q: 3 clusters Score -1414022 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1414328.000000 Penalty: 4627.102051
	Iteration 8Q: 3 clusters Score -1414328 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1414593.250000 Penalty: 4627.102051
	Iteration 9Q: 3 clusters Score -1414593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1414843.750000 Penalty: 4627.102051
	Iteration 10Q: 3 clusters Score -1414844 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1415080.250000 Penalty: 4627.102051
	Iteration 11Q: 3 clusters Score -1415080 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1415330.750000 Penalty: 4627.102051
	Iteration 12Q: 3 clusters Score -1415331 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1415579.750000 Penalty: 4627.102051
	Iteration 13Q: 3 clusters Score -1415580 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1415891.250000 Penalty: 4627.102051
	Iteration 14Q: 3 clusters Score -1415891 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1416248.250000 Penalty: 4627.102051
	Iteration 15Q: 3 clusters Score -1416248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1416534.000000 Penalty: 4627.102051
	Iteration 16Q: 3 clusters Score -1416534 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1416722.125000 Penalty: 4627.102051
	Iteration 17Q: 3 clusters Score -1416722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1416821.250000 Penalty: 4627.102051
	Iteration 18Q: 3 clusters Score -1416821 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1416869.250000 Penalty: 4627.102051
	Iteration 19Q: 3 clusters Score -1416869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1416893.250000 Penalty: 4627.102051
	Iteration 20F: 3 clusters Score -1416893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1416902.125000 Penalty: 4627.102051
	Iteration 21Q: 3 clusters Score -1416902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1416908.875000 Penalty: 4627.102051
	Iteration 22Q: 3 clusters Score -1416909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1416913.250000 Penalty: 4627.102051
	Iteration 23Q: 3 clusters Score -1416913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1416910.625000 Penalty: 4627.102051
	Iteration 24Q: 3 clusters Score -1416911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1416917.500000 Penalty: 4627.102051
	Iteration 25Q: 3 clusters Score -1416918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1416915.625000 Penalty: 4627.102051
	Iteration 26Q: 3 clusters Score -1416916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1416917.000000 Penalty: 4627.102051
	Iteration 27Q: 3 clusters Score -1416917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1416917.750000 Penalty: 4627.102051
	Iteration 28Q: 3 clusters Score -1416918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1416917.500000 Penalty: 4627.102051
	Iteration 29Q: 3 clusters Score -1416918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1416917.500000 Penalty: 4627.102051
	Iteration 30F: 3 clusters Score -1416918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -730734.562500 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -730734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -725603.750000 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -725603.8 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -726980.375000 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -726980.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -727305.187500 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -727305.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -727573.125000 Penalty: 4311.558105
	Iteration 3F: 3 clusters Score -727573.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -727850.500000 Penalty: 4311.558105
	Iteration 4F: 3 clusters Score -727850.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -728090.062500 Penalty: 4311.558105
	Iteration 5F: 3 clusters Score -728090.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -728358.437500 Penalty: 4311.558105
	Iteration 6F: 3 clusters Score -728358.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -728653.500000 Penalty: 4311.558105
	Iteration 7F: 3 clusters Score -728653.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -729013.875000 Penalty: 4311.558105
	Iteration 8F: 3 clusters Score -729013.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -729348.500000 Penalty: 4311.558105
	Iteration 9F: 3 clusters Score -729348.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -729572.687500 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -729572.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -729722.250000 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -729722.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -729816.250000 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -729816.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -729863.375000 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -729863.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -729889.250000 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -729889.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -729906.250000 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -729906.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -729926.812500 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -729926.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -729942.375000 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -729942.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -729955.562500 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -729955.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -729966.687500 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -729966.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -729981.187500 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -729981.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -729990.750000 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -729990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -730002.625000 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -730002.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -730014.562500 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -730014.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -730018.062500 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -730018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -730025.437500 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -730025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -730030.250000 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -730030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -730032.500000 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -730032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -730033.812500 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -730033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -730036.562500 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -730036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -730039.000000 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -730039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -730039.500000 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -730039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -730041.875000 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -730041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -730042.250000 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -730042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -730043.375000 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -730043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -730043.437500 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -730043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -730041.875000 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -730041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -730043.937500 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -730043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -730046.500000 Penalty: 4311.558105
	Iteration 38Q: 3 clusters Score -730046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -730046.562500 Penalty: 4311.558105
	Iteration 39Q: 3 clusters Score -730046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -730046.375000 Penalty: 4311.558105
	Iteration 40F: 3 clusters Score -730046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -730048.437500 Penalty: 4311.558105
	Iteration 41Q: 3 clusters Score -730048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -730048.875000 Penalty: 4311.558105
	Iteration 42Q: 3 clusters Score -730048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -730049.000000 Penalty: 4311.558105
	Iteration 43Q: 3 clusters Score -730049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -730049.937500 Penalty: 4311.558105
	Iteration 44Q: 3 clusters Score -730049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -730050.437500 Penalty: 4311.558105
	Iteration 45Q: 3 clusters Score -730050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -730049.875000 Penalty: 4311.558105
	Iteration 46Q: 3 clusters Score -730049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -730050.375000 Penalty: 4311.558105
	Iteration 47Q: 3 clusters Score -730050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -730050.375000 Penalty: 4311.558105
	Iteration 48F: 3 clusters Score -730050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -57293.953125 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -57293.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55877.089844 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -55877.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56102.105469 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -56102.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56174.382812 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -56174.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56220.476562 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -56220.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56234.156250 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -56234.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56239.890625 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -56239.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56245.406250 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -56245.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56247.523438 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -56247.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56248.316406 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -56248.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56248.316406 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -56248.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -65645.031250 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -65645.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64061.410156 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -64061.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64240.308594 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -64240.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64289.242188 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -64289.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64328.332031 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -64328.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64367.972656 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -64367.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64399.953125 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -64399.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64424.335938 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -64424.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64446.121094 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -64446.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64460.597656 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -64460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64463.566406 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -64463.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64470.406250 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -64470.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64471.371094 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -64471.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64471.371094 Penalty: 3127.006592
	Iteration 12F: 3 clusters Score -64471.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Entering Unmasked Estep 
Score: -5915711.000000 Penalty: 2659.036865
	Iteration 0F: 2 clusters Score -5915711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5885145.500000 Penalty: 5318.073730
	Iteration 0F: 3 clusters Score -5885146 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5896715.000000 Penalty: 5318.073730
	Iteration 1F: 3 clusters Score -5896715 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5897264.500000 Penalty: 5318.073730
	Iteration 2Q: 3 clusters Score -5897264 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5897823.000000 Penalty: 5318.073730
	Iteration 3Q: 3 clusters Score -5897823 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5898405.000000 Penalty: 5318.073730
	Iteration 4Q: 3 clusters Score -5898405 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5899182.500000 Penalty: 5318.073730
	Iteration 5Q: 3 clusters Score -5899182 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -5900072.000000 Penalty: 5318.073730
	Iteration 6Q: 3 clusters Score -5900072 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5901338.000000 Penalty: 5318.073730
	Iteration 7F: 3 clusters Score -5901338 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5903166.000000 Penalty: 5318.073730
	Iteration 8F: 3 clusters Score -5903166 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5905550.500000 Penalty: 5318.073730
	Iteration 9F: 3 clusters Score -5905550 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5908087.000000 Penalty: 5318.073730
	Iteration 10F: 3 clusters Score -5908087 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5910081.000000 Penalty: 5318.073730
	Iteration 11Q: 3 clusters Score -5910081 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -5911293.500000 Penalty: 5318.073730
	Iteration 12Q: 3 clusters Score -5911294 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5911933.500000 Penalty: 5318.073730
	Iteration 13Q: 3 clusters Score -5911934 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5912342.000000 Penalty: 5318.073730
	Iteration 14Q: 3 clusters Score -5912342 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5912613.000000 Penalty: 5318.073730
	Iteration 15Q: 3 clusters Score -5912613 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5912818.000000 Penalty: 5318.073730
	Iteration 16Q: 3 clusters Score -5912818 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5912997.500000 Penalty: 5318.073730
	Iteration 17Q: 3 clusters Score -5912998 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5913157.000000 Penalty: 5318.073730
	Iteration 18Q: 3 clusters Score -5913157 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5913298.000000 Penalty: 5318.073730
	Iteration 19Q: 3 clusters Score -5913298 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5913377.000000 Penalty: 5318.073730
	Iteration 20F: 3 clusters Score -5913377 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5913424.500000 Penalty: 5318.073730
	Iteration 21Q: 3 clusters Score -5913424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5913474.000000 Penalty: 5318.073730
	Iteration 22Q: 3 clusters Score -5913474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5913489.000000 Penalty: 5318.073730
	Iteration 23Q: 3 clusters Score -5913489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5913537.000000 Penalty: 5318.073730
	Iteration 24Q: 3 clusters Score -5913537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5913573.000000 Penalty: 5318.073730
	Iteration 25Q: 3 clusters Score -5913573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5913612.500000 Penalty: 5318.073730
	Iteration 26Q: 3 clusters Score -5913612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5913626.500000 Penalty: 5318.073730
	Iteration 27Q: 3 clusters Score -5913626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5913669.000000 Penalty: 5318.073730
	Iteration 28Q: 3 clusters Score -5913669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5913680.500000 Penalty: 5318.073730
	Iteration 29Q: 3 clusters Score -5913680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5913704.000000 Penalty: 5318.073730
	Iteration 30Q: 3 clusters Score -5913704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5913712.000000 Penalty: 5318.073730
	Iteration 31Q: 3 clusters Score -5913712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5913725.000000 Penalty: 5318.073730
	Iteration 32Q: 3 clusters Score -5913725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5913731.500000 Penalty: 5318.073730
	Iteration 33Q: 3 clusters Score -5913732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5913734.500000 Penalty: 5318.073730
	Iteration 34Q: 3 clusters Score -5913734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5913756.500000 Penalty: 5318.073730
	Iteration 35Q: 3 clusters Score -5913756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5913758.500000 Penalty: 5318.073730
	Iteration 36Q: 3 clusters Score -5913758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5913775.000000 Penalty: 5318.073730
	Iteration 37Q: 3 clusters Score -5913775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5913781.000000 Penalty: 5318.073730
	Iteration 38Q: 3 clusters Score -5913781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5913779.000000 Penalty: 5318.073730
	Iteration 39Q: 3 clusters Score -5913779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5913788.500000 Penalty: 5318.073730
	Iteration 40F: 3 clusters Score -5913788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5913795.000000 Penalty: 5318.073730
	Iteration 41Q: 3 clusters Score -5913795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5913805.500000 Penalty: 5318.073730
	Iteration 42Q: 3 clusters Score -5913806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5913816.000000 Penalty: 5318.073730
	Iteration 43Q: 3 clusters Score -5913816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5913823.000000 Penalty: 5318.073730
	Iteration 44Q: 3 clusters Score -5913823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5913837.000000 Penalty: 5318.073730
	Iteration 45Q: 3 clusters Score -5913837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5913851.000000 Penalty: 5318.073730
	Iteration 46Q: 3 clusters Score -5913851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5913853.000000 Penalty: 5318.073730
	Iteration 47Q: 3 clusters Score -5913853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5913855.500000 Penalty: 5318.073730
	Iteration 48Q: 3 clusters Score -5913856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5913849.000000 Penalty: 5318.073730
	Iteration 49Q: 3 clusters Score -5913849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5913865.500000 Penalty: 5318.073730
	Iteration 50Q: 3 clusters Score -5913866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5913863.000000 Penalty: 5318.073730
	Iteration 51Q: 3 clusters Score -5913863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5913871.500000 Penalty: 5318.073730
	Iteration 52Q: 3 clusters Score -5913872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5913874.000000 Penalty: 5318.073730
	Iteration 53Q: 3 clusters Score -5913874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5913891.500000 Penalty: 5318.073730
	Iteration 54Q: 3 clusters Score -5913892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5913893.000000 Penalty: 5318.073730
	Iteration 55Q: 3 clusters Score -5913893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5913895.500000 Penalty: 5318.073730
	Iteration 56Q: 3 clusters Score -5913896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5913901.000000 Penalty: 5318.073730
	Iteration 57Q: 3 clusters Score -5913901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5913908.000000 Penalty: 5318.073730
	Iteration 58Q: 3 clusters Score -5913908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5913910.500000 Penalty: 5318.073730
	Iteration 59Q: 3 clusters Score -5913910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5913908.500000 Penalty: 5318.073730
	Iteration 60F: 3 clusters Score -5913908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5913911.000000 Penalty: 5318.073730
	Iteration 61Q: 3 clusters Score -5913911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5913912.000000 Penalty: 5318.073730
	Iteration 62Q: 3 clusters Score -5913912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5913899.500000 Penalty: 5318.073730
	Iteration 63Q: 3 clusters Score -5913900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5913899.500000 Penalty: 5318.073730
	Iteration 64Q: 3 clusters Score -5913900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5913899.500000 Penalty: 5318.073730
	Iteration 65F: 3 clusters Score -5913900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102365.093750 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -102365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100571.664062 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -100571.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100933.437500 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -100933.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101045.429688 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -101045.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101112.929688 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -101112.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101165.648438 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -101165.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101197.179688 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -101197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101224.843750 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -101224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101240.179688 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -101240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101256.304688 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -101256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101271.296875 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -101271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101288.781250 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -101288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101304.742188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -101304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101313.968750 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -101314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101322.757812 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -101322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101340.609375 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -101340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101357.195312 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -101357.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101375.320312 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -101375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101393.984375 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -101394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101411.718750 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -101411.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101425.125000 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -101425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101436.945312 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -101436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101441.679688 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -101441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101451.601562 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -101451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101466.984375 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -101467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101485.265625 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -101485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101500.796875 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -101500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101512.265625 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -101512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101526.312500 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -101526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101534.695312 Penalty: 3369.559082
	Iteration 28Q: 3 clusters Score -101534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101548.109375 Penalty: 3369.559082
	Iteration 29Q: 3 clusters Score -101548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101563.843750 Penalty: 3369.559082
	Iteration 30Q: 3 clusters Score -101563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101585.445312 Penalty: 3369.559082
	Iteration 31Q: 3 clusters Score -101585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101638.054688 Penalty: 3369.559082
	Iteration 32Q: 3 clusters Score -101638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101648.953125 Penalty: 3369.559082
	Iteration 33Q: 3 clusters Score -101649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101651.507812 Penalty: 3369.559082
	Iteration 34Q: 3 clusters Score -101651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101654.218750 Penalty: 3369.559082
	Iteration 35Q: 3 clusters Score -101654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101654.218750 Penalty: 3369.559082
	Iteration 36F: 3 clusters Score -101654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Entering Unmasked Estep 
Score: -5216691.500000 Penalty: 2634.910400
	Iteration 0F: 2 clusters Score -5216692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5188771.000000 Penalty: 5269.820801
	Iteration 0F: 3 clusters Score -5188771 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5199431.000000 Penalty: 5269.820801
	Iteration 1F: 3 clusters Score -5199431 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5199910.500000 Penalty: 5269.820801
	Iteration 2Q: 3 clusters Score -5199910 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5200354.000000 Penalty: 5269.820801
	Iteration 3Q: 3 clusters Score -5200354 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5200925.500000 Penalty: 5269.820801
	Iteration 4Q: 3 clusters Score -5200926 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5201740.000000 Penalty: 5269.820801
	Iteration 5Q: 3 clusters Score -5201740 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -5202922.000000 Penalty: 5269.820801
	Iteration 6F: 3 clusters Score -5202922 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5204633.500000 Penalty: 5269.820801
	Iteration 7F: 3 clusters Score -5204634 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5206801.000000 Penalty: 5269.820801
	Iteration 8F: 3 clusters Score -5206801 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5209196.000000 Penalty: 5269.820801
	Iteration 9F: 3 clusters Score -5209196 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5211211.000000 Penalty: 5269.820801
	Iteration 10F: 3 clusters Score -5211211 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5212659.000000 Penalty: 5269.820801
	Iteration 11Q: 3 clusters Score -5212659 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -5213450.500000 Penalty: 5269.820801
	Iteration 12Q: 3 clusters Score -5213450 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5213829.000000 Penalty: 5269.820801
	Iteration 13Q: 3 clusters Score -5213829 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5214045.000000 Penalty: 5269.820801
	Iteration 14Q: 3 clusters Score -5214045 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5214154.500000 Penalty: 5269.820801
	Iteration 15Q: 3 clusters Score -5214154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5214220.500000 Penalty: 5269.820801
	Iteration 16Q: 3 clusters Score -5214220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -5214279.000000 Penalty: 5269.820801
	Iteration 17Q: 3 clusters Score -5214279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5214315.000000 Penalty: 5269.820801
	Iteration 18Q: 3 clusters Score -5214315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5214342.500000 Penalty: 5269.820801
	Iteration 19Q: 3 clusters Score -5214342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5214357.000000 Penalty: 5269.820801
	Iteration 20F: 3 clusters Score -5214357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5214371.500000 Penalty: 5269.820801
	Iteration 21Q: 3 clusters Score -5214372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5214381.500000 Penalty: 5269.820801
	Iteration 22Q: 3 clusters Score -5214382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5214395.000000 Penalty: 5269.820801
	Iteration 23Q: 3 clusters Score -5214395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5214398.500000 Penalty: 5269.820801
	Iteration 24Q: 3 clusters Score -5214398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5214399.000000 Penalty: 5269.820801
	Iteration 25Q: 3 clusters Score -5214399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5214406.500000 Penalty: 5269.820801
	Iteration 26Q: 3 clusters Score -5214406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5214405.000000 Penalty: 5269.820801
	Iteration 27Q: 3 clusters Score -5214405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5214402.500000 Penalty: 5269.820801
	Iteration 28Q: 3 clusters Score -5214402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5214406.000000 Penalty: 5269.820801
	Iteration 29Q: 3 clusters Score -5214406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5214410.500000 Penalty: 5269.820801
	Iteration 30Q: 3 clusters Score -5214410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5214407.000000 Penalty: 5269.820801
	Iteration 31Q: 3 clusters Score -5214407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5214411.500000 Penalty: 5269.820801
	Iteration 32Q: 3 clusters Score -5214412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5214409.500000 Penalty: 5269.820801
	Iteration 33Q: 3 clusters Score -5214410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5214411.000000 Penalty: 5269.820801
	Iteration 34Q: 3 clusters Score -5214411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5214411.000000 Penalty: 5269.820801
	Iteration 35F: 3 clusters Score -5214411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -27478.755859 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -27478.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26276.044922 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -26276.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26349.642578 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -26349.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26366.095703 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -26366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26369.125000 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -26369.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26374.771484 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -26374.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26374.771484 Penalty: 2744.561279
	Iteration 5F: 3 clusters Score -26374.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Entering Unmasked Estep 
Score: -8149311.500000 Penalty: 2740.392334
	Iteration 0F: 2 clusters Score -8149312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -8106909.000000 Penalty: 5480.784668
	Iteration 0F: 3 clusters Score -8106909 nChanged 29440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8123136.500000 Penalty: 5480.784668
	Iteration 1F: 3 clusters Score -8123136 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -8123770.500000 Penalty: 5480.784668
	Iteration 2Q: 3 clusters Score -8123770 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8124555.500000 Penalty: 5480.784668
	Iteration 3Q: 3 clusters Score -8124556 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8125614.500000 Penalty: 5480.784668
	Iteration 4Q: 3 clusters Score -8125614 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -8127250.000000 Penalty: 5480.784668
	Iteration 5F: 3 clusters Score -8127250 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8129787.500000 Penalty: 5480.784668
	Iteration 6F: 3 clusters Score -8129788 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -8133590.500000 Penalty: 5480.784668
	Iteration 7F: 3 clusters Score -8133590 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -8138148.000000 Penalty: 5480.784668
	Iteration 8F: 3 clusters Score -8138148 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -8142163.500000 Penalty: 5480.784668
	Iteration 9F: 3 clusters Score -8142164 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -8144758.500000 Penalty: 5480.784668
	Iteration 10Q: 3 clusters Score -8144758 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -8145909.000000 Penalty: 5480.784668
	Iteration 11Q: 3 clusters Score -8145909 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -8146379.500000 Penalty: 5480.784668
	Iteration 12Q: 3 clusters Score -8146380 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -8146582.000000 Penalty: 5480.784668
	Iteration 13Q: 3 clusters Score -8146582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -8146661.500000 Penalty: 5480.784668
	Iteration 14Q: 3 clusters Score -8146662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -8146737.000000 Penalty: 5480.784668
	Iteration 15Q: 3 clusters Score -8146737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -8146780.500000 Penalty: 5480.784668
	Iteration 16Q: 3 clusters Score -8146780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8146811.500000 Penalty: 5480.784668
	Iteration 17Q: 3 clusters Score -8146812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -8146845.000000 Penalty: 5480.784668
	Iteration 18Q: 3 clusters Score -8146845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -8146863.500000 Penalty: 5480.784668
	Iteration 19Q: 3 clusters Score -8146864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -8146866.000000 Penalty: 5480.784668
	Iteration 20F: 3 clusters Score -8146866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -8146873.000000 Penalty: 5480.784668
	Iteration 21Q: 3 clusters Score -8146873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -8146874.000000 Penalty: 5480.784668
	Iteration 22Q: 3 clusters Score -8146874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8146877.500000 Penalty: 5480.784668
	Iteration 23Q: 3 clusters Score -8146878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -8146883.000000 Penalty: 5480.784668
	Iteration 24Q: 3 clusters Score -8146883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -8146885.500000 Penalty: 5480.784668
	Iteration 25Q: 3 clusters Score -8146886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8146892.500000 Penalty: 5480.784668
	Iteration 26Q: 3 clusters Score -8146892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8146893.500000 Penalty: 5480.784668
	Iteration 27Q: 3 clusters Score -8146894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8146893.500000 Penalty: 5480.784668
	Iteration 28Q: 3 clusters Score -8146894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8146899.000000 Penalty: 5480.784668
	Iteration 29Q: 3 clusters Score -8146899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -8146897.000000 Penalty: 5480.784668
	Iteration 30Q: 3 clusters Score -8146897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8146902.500000 Penalty: 5480.784668
	Iteration 31Q: 3 clusters Score -8146902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8146902.500000 Penalty: 5480.784668
	Iteration 32F: 3 clusters Score -8146902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -28938.740234 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28938.74 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 130 members 
Entering Unmasked Estep 
Score: -27684.744141 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27684.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27786.652344 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27786.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27810.240234 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27810.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27817.820312 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27817.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27817.820312 Penalty: 2767.546143
	Iteration 4F: 3 clusters Score -27817.82 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: -142875.765625 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -142875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140772.187500 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -140772.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -141070.718750 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -141070.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141176.000000 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -141176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141235.828125 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -141235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141261.062500 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -141261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141271.562500 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -141271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141276.734375 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -141276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141278.656250 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -141278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141280.375000 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -141280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -141282.656250 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -141282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -141285.531250 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -141285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141288.390625 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -141288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141288.343750 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -141288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141289.234375 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -141289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141289.750000 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -141289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141291.953125 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -141292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141296.062500 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -141296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141296.328125 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -141296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141296.328125 Penalty: 3508.761963
	Iteration 18F: 3 clusters Score -141296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -60436.277344 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -60436.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58924.847656 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58924.85 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59192.078125 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -59192.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59471.558594 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -59471.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59783.429688 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -59783.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60244.503906 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -60244.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60929.339844 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -60929.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61098.800781 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -61098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61195.660156 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -61195.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61309.230469 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -61309.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61370.492188 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -61370.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61458.894531 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -61458.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61504.316406 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -61504.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61504.316406 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -61504.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 223 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Mstep: Class 25 contains 323 members 
Entering Unmasked Estep 
Score: -138556544.000000 Penalty: 86203.304688
Splitting cluster 22 changes total score from -138557456.000000 to -138556544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -98340.171875 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -98340.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96493.976562 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -96493.98 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96752.695312 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -96752.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96833.796875 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -96833.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96889.039062 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -96889.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96937.093750 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -96937.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96979.773438 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -96979.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97008.445312 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -97008.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97022.328125 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -97022.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97032.085938 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -97032.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97040.835938 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -97040.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97046.234375 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -97046.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97055.960938 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -97055.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97068.765625 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -97068.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97088.195312 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -97088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97119.437500 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -97119.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97133.828125 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -97133.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97152.046875 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -97152.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97171.296875 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -97171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97199.976562 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -97199.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97238.523438 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -97238.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97279.804688 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -97279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97327.234375 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -97327.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97382.960938 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -97382.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97413.812500 Penalty: 3354.886963
	Iteration 23Q: 3 clusters Score -97413.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97457.125000 Penalty: 3354.886963
	Iteration 24Q: 3 clusters Score -97457.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97522.156250 Penalty: 3354.886963
	Iteration 25Q: 3 clusters Score -97522.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97573.445312 Penalty: 3354.886963
	Iteration 26Q: 3 clusters Score -97573.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97618.148438 Penalty: 3354.886963
	Iteration 27Q: 3 clusters Score -97618.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97659.773438 Penalty: 3354.886963
	Iteration 28Q: 3 clusters Score -97659.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97702.617188 Penalty: 3354.886963
	Iteration 29Q: 3 clusters Score -97702.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97728.914062 Penalty: 3354.886963
	Iteration 30Q: 3 clusters Score -97728.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97738.898438 Penalty: 3354.886963
	Iteration 31Q: 3 clusters Score -97738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97743.968750 Penalty: 3354.886963
	Iteration 32Q: 3 clusters Score -97743.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97745.648438 Penalty: 3354.886963
	Iteration 33Q: 3 clusters Score -97745.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97747.195312 Penalty: 3354.886963
	Iteration 34Q: 3 clusters Score -97747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97748.359375 Penalty: 3354.886963
	Iteration 35Q: 3 clusters Score -97748.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97748.554688 Penalty: 3354.886963
	Iteration 36F: 3 clusters Score -97748.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97754.375000 Penalty: 3354.886963
	Iteration 37Q: 3 clusters Score -97754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97754.375000 Penalty: 3354.886963
	Iteration 38F: 3 clusters Score -97754.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15031.186523 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15031.19 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 64 members 
Entering Unmasked Estep 
Score: -14087.465820 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14087.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14126.749023 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14126.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14126.749023 Penalty: 2481.957275
	Iteration 2F: 3 clusters Score -14126.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557488.000000 Penalty: 82755.171875
Iteration 199Q: 25 clusters Score -1.385575e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557488.000000 Penalty: 82755.171875
Iteration 200F: 25 clusters Score -1.385575e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557552.000000 Penalty: 82755.171875
Iteration 201Q: 25 clusters Score -1.385576e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557600.000000 Penalty: 82755.171875
Iteration 202Q: 25 clusters Score -1.385576e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223064 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155319 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557600.000000 Penalty: 82755.171875
Iteration 203Q: 25 clusters Score -1.385576e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557616.000000 Penalty: 82755.171875
Iteration 204Q: 25 clusters Score -1.385576e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192249 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45338 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557616.000000 Penalty: 82755.171875
Iteration 205Q: 25 clusters Score -1.385576e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143396 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45339 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557616.000000 Penalty: 82755.171875
Iteration 206Q: 25 clusters Score -1.385576e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90335 members 
Mstep: Class 9 contains 192248 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557632.000000 Penalty: 82755.171875
Iteration 207Q: 25 clusters Score -1.385576e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90336 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557648.000000 Penalty: 82755.171875
Iteration 208Q: 25 clusters Score -1.385576e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90336 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557648.000000 Penalty: 82755.171875
Iteration 209F: 25 clusters Score -1.385576e+08 nChanged 0
Entering ConstructFrom: 
Score: -138557648.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1430827.125000 Penalty: 2320.309082
	Iteration 0F: 2 clusters Score -1430827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1422072.750000 Penalty: 4640.618164
	Iteration 0F: 3 clusters Score -1422073 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1424667.000000 Penalty: 4640.618164
	Iteration 1F: 3 clusters Score -1424667 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1424972.000000 Penalty: 4640.618164
	Iteration 2F: 3 clusters Score -1424972 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1425207.125000 Penalty: 4640.618164
	Iteration 3Q: 3 clusters Score -1425207 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1425440.250000 Penalty: 4640.618164
	Iteration 4Q: 3 clusters Score -1425440 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1425674.000000 Penalty: 4640.618164
	Iteration 5Q: 3 clusters Score -1425674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1425906.875000 Penalty: 4640.618164
	Iteration 6Q: 3 clusters Score -1425907 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1426143.875000 Penalty: 4640.618164
	Iteration 7Q: 3 clusters Score -1426144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1426395.000000 Penalty: 4640.618164
	Iteration 8Q: 3 clusters Score -1426395 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1426707.500000 Penalty: 4640.618164
	Iteration 9Q: 3 clusters Score -1426708 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1427109.500000 Penalty: 4640.618164
	Iteration 10Q: 3 clusters Score -1427110 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1427563.875000 Penalty: 4640.618164
	Iteration 11F: 3 clusters Score -1427564 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1427998.000000 Penalty: 4640.618164
	Iteration 12Q: 3 clusters Score -1427998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1428377.250000 Penalty: 4640.618164
	Iteration 13Q: 3 clusters Score -1428377 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1428667.875000 Penalty: 4640.618164
	Iteration 14Q: 3 clusters Score -1428668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1428863.500000 Penalty: 4640.618164
	Iteration 15Q: 3 clusters Score -1428864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1428963.750000 Penalty: 4640.618164
	Iteration 16Q: 3 clusters Score -1428964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1429034.625000 Penalty: 4640.618164
	Iteration 17Q: 3 clusters Score -1429035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1429072.250000 Penalty: 4640.618164
	Iteration 18Q: 3 clusters Score -1429072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1429108.000000 Penalty: 4640.618164
	Iteration 19Q: 3 clusters Score -1429108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1429126.625000 Penalty: 4640.618164
	Iteration 20F: 3 clusters Score -1429127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1429140.875000 Penalty: 4640.618164
	Iteration 21Q: 3 clusters Score -1429141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1429139.500000 Penalty: 4640.618164
	Iteration 22Q: 3 clusters Score -1429140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1429142.125000 Penalty: 4640.618164
	Iteration 23Q: 3 clusters Score -1429142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1429142.125000 Penalty: 4640.618164
	Iteration 24F: 3 clusters Score -1429142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Entering Unmasked Estep 
Score: -18611560.000000 Penalty: 2944.593018
	Iteration 0F: 2 clusters Score -1.861156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -18516056.000000 Penalty: 5889.186035
	Iteration 0F: 3 clusters Score -1.851606e+07 nChanged 68588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -18555770.000000 Penalty: 5889.186035
	Iteration 1F: 3 clusters Score -1.855577e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -18556626.000000 Penalty: 5889.186035
	Iteration 2Q: 3 clusters Score -1.855663e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -18557856.000000 Penalty: 5889.186035
	Iteration 3Q: 3 clusters Score -1.855786e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -18559512.000000 Penalty: 5889.186035
	Iteration 4Q: 3 clusters Score -1.855951e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -18562848.000000 Penalty: 5889.186035
	Iteration 5Q: 3 clusters Score -1.856285e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -18568656.000000 Penalty: 5889.186035
	Iteration 6F: 3 clusters Score -1.856866e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -18578476.000000 Penalty: 5889.186035
	Iteration 7F: 3 clusters Score -1.857848e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -18591110.000000 Penalty: 5889.186035
	Iteration 8F: 3 clusters Score -1.859111e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135405 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -18601434.000000 Penalty: 5889.186035
	Iteration 9F: 3 clusters Score -1.860143e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -18606624.000000 Penalty: 5889.186035
	Iteration 10Q: 3 clusters Score -1.860662e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18608268.000000 Penalty: 5889.186035
	Iteration 11Q: 3 clusters Score -1.860827e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18608708.000000 Penalty: 5889.186035
	Iteration 12Q: 3 clusters Score -1.860871e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18608842.000000 Penalty: 5889.186035
	Iteration 13Q: 3 clusters Score -1.860884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18608892.000000 Penalty: 5889.186035
	Iteration 14Q: 3 clusters Score -1.860889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18608932.000000 Penalty: 5889.186035
	Iteration 15Q: 3 clusters Score -1.860893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18608956.000000 Penalty: 5889.186035
	Iteration 16Q: 3 clusters Score -1.860896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18608974.000000 Penalty: 5889.186035
	Iteration 17Q: 3 clusters Score -1.860897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18608974.000000 Penalty: 5889.186035
	Iteration 18Q: 3 clusters Score -1.860897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18608980.000000 Penalty: 5889.186035
	Iteration 19Q: 3 clusters Score -1.860898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18608996.000000 Penalty: 5889.186035
	Iteration 20F: 3 clusters Score -1.8609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18609004.000000 Penalty: 5889.186035
	Iteration 21Q: 3 clusters Score -1.8609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18608998.000000 Penalty: 5889.186035
	Iteration 22Q: 3 clusters Score -1.8609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18609004.000000 Penalty: 5889.186035
	Iteration 23Q: 3 clusters Score -1.8609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18609008.000000 Penalty: 5889.186035
	Iteration 24Q: 3 clusters Score -1.860901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18609002.000000 Penalty: 5889.186035
	Iteration 25Q: 3 clusters Score -1.8609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18609008.000000 Penalty: 5889.186035
	Iteration 26Q: 3 clusters Score -1.860901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18609008.000000 Penalty: 5889.186035
	Iteration 27F: 3 clusters Score -1.860901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (223066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223066 members 
Entering Unmasked Estep 
Score: -28725134.000000 Penalty: 3054.175293
	Iteration 0F: 2 clusters Score -2.872513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -28583488.000000 Penalty: 6108.350586
	Iteration 0F: 3 clusters Score -2.858349e+07 nChanged 107767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -28647394.000000 Penalty: 6108.350586
	Iteration 1F: 3 clusters Score -2.864739e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -28649242.000000 Penalty: 6108.350586
	Iteration 2Q: 3 clusters Score -2.864924e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 128646 members 
Entering Unmasked Estep 
Score: -28652016.000000 Penalty: 6108.350586
	Iteration 3Q: 3 clusters Score -2.865202e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 138067 members 
Entering Unmasked Estep 
Score: -28656594.000000 Penalty: 6108.350586
	Iteration 4Q: 3 clusters Score -2.865659e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -28665154.000000 Penalty: 6108.350586
	Iteration 5F: 3 clusters Score -2.866515e+07 nChanged 17918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 169032 members 
Entering Unmasked Estep 
Score: -28678602.000000 Penalty: 6108.350586
	Iteration 6F: 3 clusters Score -2.86786e+07 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 188625 members 
Entering Unmasked Estep 
Score: -28695362.000000 Penalty: 6108.350586
	Iteration 7F: 3 clusters Score -2.869536e+07 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 205169 members 
Entering Unmasked Estep 
Score: -28709670.000000 Penalty: 6108.350586
	Iteration 8F: 3 clusters Score -2.870967e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 215270 members 
Entering Unmasked Estep 
Score: -28716560.000000 Penalty: 6108.350586
	Iteration 9Q: 3 clusters Score -2.871656e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 219751 members 
Entering Unmasked Estep 
Score: -28719870.000000 Penalty: 6108.350586
	Iteration 10Q: 3 clusters Score -2.871987e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 221423 members 
Entering Unmasked Estep 
Score: -28721224.000000 Penalty: 6108.350586
	Iteration 11Q: 3 clusters Score -2.872122e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 222009 members 
Entering Unmasked Estep 
Score: -28721940.000000 Penalty: 6108.350586
	Iteration 12Q: 3 clusters Score -2.872194e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 222203 members 
Entering Unmasked Estep 
Score: -28722146.000000 Penalty: 6108.350586
	Iteration 13Q: 3 clusters Score -2.872215e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 222268 members 
Entering Unmasked Estep 
Score: -28722308.000000 Penalty: 6108.350586
	Iteration 14Q: 3 clusters Score -2.872231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 222285 members 
Entering Unmasked Estep 
Score: -28722434.000000 Penalty: 6108.350586
	Iteration 15Q: 3 clusters Score -2.872243e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 222277 members 
Entering Unmasked Estep 
Score: -28722472.000000 Penalty: 6108.350586
	Iteration 16Q: 3 clusters Score -2.872247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -28722562.000000 Penalty: 6108.350586
	Iteration 17Q: 3 clusters Score -2.872256e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 222240 members 
Entering Unmasked Estep 
Score: -28722592.000000 Penalty: 6108.350586
	Iteration 18Q: 3 clusters Score -2.872259e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222230 members 
Entering Unmasked Estep 
Score: -28722688.000000 Penalty: 6108.350586
	Iteration 19Q: 3 clusters Score -2.872269e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 222228 members 
Entering Unmasked Estep 
Score: -28722716.000000 Penalty: 6108.350586
	Iteration 20F: 3 clusters Score -2.872272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 222224 members 
Entering Unmasked Estep 
Score: -28722766.000000 Penalty: 6108.350586
	Iteration 21Q: 3 clusters Score -2.872277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222230 members 
Entering Unmasked Estep 
Score: -28722784.000000 Penalty: 6108.350586
	Iteration 22Q: 3 clusters Score -2.872278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222230 members 
Entering Unmasked Estep 
Score: -28722784.000000 Penalty: 6108.350586
	Iteration 23Q: 3 clusters Score -2.872278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 222236 members 
Entering Unmasked Estep 
Score: -28722784.000000 Penalty: 6108.350586
	Iteration 24Q: 3 clusters Score -2.872278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 222239 members 
Entering Unmasked Estep 
Score: -28722800.000000 Penalty: 6108.350586
	Iteration 25Q: 3 clusters Score -2.87228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 222248 members 
Entering Unmasked Estep 
Score: -28722820.000000 Penalty: 6108.350586
	Iteration 26Q: 3 clusters Score -2.872282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 222249 members 
Entering Unmasked Estep 
Score: -28722810.000000 Penalty: 6108.350586
	Iteration 27Q: 3 clusters Score -2.872281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 222248 members 
Entering Unmasked Estep 
Score: -28722806.000000 Penalty: 6108.350586
	Iteration 28Q: 3 clusters Score -2.872281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -28722806.000000 Penalty: 6108.350586
	Iteration 29Q: 3 clusters Score -2.872281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -28722804.000000 Penalty: 6108.350586
	Iteration 30Q: 3 clusters Score -2.87228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -28722804.000000 Penalty: 6108.350586
	Iteration 31F: 3 clusters Score -2.87228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -290431.187500 Penalty: 1913.903198
	Iteration 0F: 2 clusters Score -290431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -287631.781250 Penalty: 3827.806396
	Iteration 0F: 3 clusters Score -287631.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288146.625000 Penalty: 3827.806396
	Iteration 1F: 3 clusters Score -288146.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288285.500000 Penalty: 3827.806396
	Iteration 2F: 3 clusters Score -288285.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288359.031250 Penalty: 3827.806396
	Iteration 3Q: 3 clusters Score -288359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -288409.656250 Penalty: 3827.806396
	Iteration 4Q: 3 clusters Score -288409.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288453.781250 Penalty: 3827.806396
	Iteration 5Q: 3 clusters Score -288453.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288487.562500 Penalty: 3827.806396
	Iteration 6Q: 3 clusters Score -288487.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288509.031250 Penalty: 3827.806396
	Iteration 7Q: 3 clusters Score -288509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288533.000000 Penalty: 3827.806396
	Iteration 8Q: 3 clusters Score -288533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288548.781250 Penalty: 3827.806396
	Iteration 9Q: 3 clusters Score -288548.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288565.906250 Penalty: 3827.806396
	Iteration 10Q: 3 clusters Score -288565.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -288585.031250 Penalty: 3827.806396
	Iteration 11Q: 3 clusters Score -288585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -288604.218750 Penalty: 3827.806396
	Iteration 12Q: 3 clusters Score -288604.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288625.062500 Penalty: 3827.806396
	Iteration 13Q: 3 clusters Score -288625.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -288660.062500 Penalty: 3827.806396
	Iteration 14Q: 3 clusters Score -288660.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -288710.656250 Penalty: 3827.806396
	Iteration 15Q: 3 clusters Score -288710.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -288793.875000 Penalty: 3827.806396
	Iteration 16Q: 3 clusters Score -288793.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288880.375000 Penalty: 3827.806396
	Iteration 17Q: 3 clusters Score -288880.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288951.312500 Penalty: 3827.806396
	Iteration 18Q: 3 clusters Score -288951.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289018.250000 Penalty: 3827.806396
	Iteration 19Q: 3 clusters Score -289018.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -289074.375000 Penalty: 3827.806396
	Iteration 20F: 3 clusters Score -289074.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289124.312500 Penalty: 3827.806396
	Iteration 21Q: 3 clusters Score -289124.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289165.250000 Penalty: 3827.806396
	Iteration 22Q: 3 clusters Score -289165.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -289196.875000 Penalty: 3827.806396
	Iteration 23Q: 3 clusters Score -289196.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -289221.781250 Penalty: 3827.806396
	Iteration 24Q: 3 clusters Score -289221.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289248.687500 Penalty: 3827.806396
	Iteration 25Q: 3 clusters Score -289248.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -289275.875000 Penalty: 3827.806396
	Iteration 26Q: 3 clusters Score -289275.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289291.500000 Penalty: 3827.806396
	Iteration 27Q: 3 clusters Score -289291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289301.750000 Penalty: 3827.806396
	Iteration 28Q: 3 clusters Score -289301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -289314.000000 Penalty: 3827.806396
	Iteration 29Q: 3 clusters Score -289314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -289322.187500 Penalty: 3827.806396
	Iteration 30Q: 3 clusters Score -289322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -289330.593750 Penalty: 3827.806396
	Iteration 31Q: 3 clusters Score -289330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -289337.406250 Penalty: 3827.806396
	Iteration 32Q: 3 clusters Score -289337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -289343.125000 Penalty: 3827.806396
	Iteration 33Q: 3 clusters Score -289343.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -289350.343750 Penalty: 3827.806396
	Iteration 34Q: 3 clusters Score -289350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -289354.375000 Penalty: 3827.806396
	Iteration 35Q: 3 clusters Score -289354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -289358.125000 Penalty: 3827.806396
	Iteration 36Q: 3 clusters Score -289358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -289360.343750 Penalty: 3827.806396
	Iteration 37Q: 3 clusters Score -289360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -289362.656250 Penalty: 3827.806396
	Iteration 38Q: 3 clusters Score -289362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -289365.468750 Penalty: 3827.806396
	Iteration 39Q: 3 clusters Score -289365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289367.187500 Penalty: 3827.806396
	Iteration 40F: 3 clusters Score -289367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289369.218750 Penalty: 3827.806396
	Iteration 41Q: 3 clusters Score -289369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -289370.156250 Penalty: 3827.806396
	Iteration 42Q: 3 clusters Score -289370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289370.843750 Penalty: 3827.806396
	Iteration 43Q: 3 clusters Score -289370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -289371.593750 Penalty: 3827.806396
	Iteration 44Q: 3 clusters Score -289371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289371.468750 Penalty: 3827.806396
	Iteration 45Q: 3 clusters Score -289371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289371.468750 Penalty: 3827.806396
	Iteration 46F: 3 clusters Score -289371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Entering Unmasked Estep 
Score: -12518533.000000 Penalty: 2847.272949
	Iteration 0F: 2 clusters Score -1.251853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -12453627.000000 Penalty: 5694.545898
	Iteration 0F: 3 clusters Score -1.245363e+07 nChanged 45734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -12479681.000000 Penalty: 5694.545898
	Iteration 1F: 3 clusters Score -1.247968e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -12480490.000000 Penalty: 5694.545898
	Iteration 2Q: 3 clusters Score -1.248049e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -12481688.000000 Penalty: 5694.545898
	Iteration 3Q: 3 clusters Score -1.248169e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -12483897.000000 Penalty: 5694.545898
	Iteration 4Q: 3 clusters Score -1.24839e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -12487621.000000 Penalty: 5694.545898
	Iteration 5F: 3 clusters Score -1.248762e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -12493820.000000 Penalty: 5694.545898
	Iteration 6F: 3 clusters Score -1.249382e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -12501775.000000 Penalty: 5694.545898
	Iteration 7F: 3 clusters Score -1.250178e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -12508670.000000 Penalty: 5694.545898
	Iteration 8F: 3 clusters Score -1.250867e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -12512629.000000 Penalty: 5694.545898
	Iteration 9Q: 3 clusters Score -1.251263e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12514640.000000 Penalty: 5694.545898
	Iteration 10Q: 3 clusters Score -1.251464e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12515498.000000 Penalty: 5694.545898
	Iteration 11Q: 3 clusters Score -1.25155e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12515778.000000 Penalty: 5694.545898
	Iteration 12Q: 3 clusters Score -1.251578e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12515929.000000 Penalty: 5694.545898
	Iteration 13Q: 3 clusters Score -1.251593e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12516029.000000 Penalty: 5694.545898
	Iteration 14Q: 3 clusters Score -1.251603e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12516154.000000 Penalty: 5694.545898
	Iteration 15Q: 3 clusters Score -1.251615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12516216.000000 Penalty: 5694.545898
	Iteration 16Q: 3 clusters Score -1.251622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12516252.000000 Penalty: 5694.545898
	Iteration 17Q: 3 clusters Score -1.251625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12516268.000000 Penalty: 5694.545898
	Iteration 18Q: 3 clusters Score -1.251627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12516294.000000 Penalty: 5694.545898
	Iteration 19Q: 3 clusters Score -1.251629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12516325.000000 Penalty: 5694.545898
	Iteration 20F: 3 clusters Score -1.251632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12516325.000000 Penalty: 5694.545898
	Iteration 21Q: 3 clusters Score -1.251632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12516345.000000 Penalty: 5694.545898
	Iteration 22Q: 3 clusters Score -1.251634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12516357.000000 Penalty: 5694.545898
	Iteration 23Q: 3 clusters Score -1.251636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12516370.000000 Penalty: 5694.545898
	Iteration 24Q: 3 clusters Score -1.251637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12516389.000000 Penalty: 5694.545898
	Iteration 25Q: 3 clusters Score -1.251639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12516387.000000 Penalty: 5694.545898
	Iteration 26Q: 3 clusters Score -1.251639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12516393.000000 Penalty: 5694.545898
	Iteration 27Q: 3 clusters Score -1.251639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12516390.000000 Penalty: 5694.545898
	Iteration 28Q: 3 clusters Score -1.251639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12516386.000000 Penalty: 5694.545898
	Iteration 29Q: 3 clusters Score -1.251639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12516397.000000 Penalty: 5694.545898
	Iteration 30Q: 3 clusters Score -1.25164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12516403.000000 Penalty: 5694.545898
	Iteration 31Q: 3 clusters Score -1.25164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12516396.000000 Penalty: 5694.545898
	Iteration 32Q: 3 clusters Score -1.25164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12516393.000000 Penalty: 5694.545898
	Iteration 33Q: 3 clusters Score -1.251639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12516406.000000 Penalty: 5694.545898
	Iteration 34Q: 3 clusters Score -1.251641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12516397.000000 Penalty: 5694.545898
	Iteration 35Q: 3 clusters Score -1.25164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12516397.000000 Penalty: 5694.545898
	Iteration 36F: 3 clusters Score -1.25164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (155320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Entering Unmasked Estep 
Score: -20152936.000000 Penalty: 2964.404297
	Iteration 0F: 2 clusters Score -2.015294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -20050216.000000 Penalty: 5928.808594
	Iteration 0F: 3 clusters Score -2.005022e+07 nChanged 74293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -20093054.000000 Penalty: 5928.808594
	Iteration 1F: 3 clusters Score -2.009305e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -20094092.000000 Penalty: 5928.808594
	Iteration 2Q: 3 clusters Score -2.009409e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -20095492.000000 Penalty: 5928.808594
	Iteration 3Q: 3 clusters Score -2.009549e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -20097720.000000 Penalty: 5928.808594
	Iteration 4Q: 3 clusters Score -2.009772e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -20100656.000000 Penalty: 5928.808594
	Iteration 5Q: 3 clusters Score -2.010066e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -20104546.000000 Penalty: 5928.808594
	Iteration 6Q: 3 clusters Score -2.010455e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -20110098.000000 Penalty: 5928.808594
	Iteration 7F: 3 clusters Score -2.01101e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -20117544.000000 Penalty: 5928.808594
	Iteration 8F: 3 clusters Score -2.011754e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -20124950.000000 Penalty: 5928.808594
	Iteration 9F: 3 clusters Score -2.012495e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -20129986.000000 Penalty: 5928.808594
	Iteration 10F: 3 clusters Score -2.012999e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -20132006.000000 Penalty: 5928.808594
	Iteration 11Q: 3 clusters Score -2.013201e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -20132728.000000 Penalty: 5928.808594
	Iteration 12Q: 3 clusters Score -2.013273e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -20133066.000000 Penalty: 5928.808594
	Iteration 13Q: 3 clusters Score -2.013307e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -20133400.000000 Penalty: 5928.808594
	Iteration 14Q: 3 clusters Score -2.01334e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -20133600.000000 Penalty: 5928.808594
	Iteration 15Q: 3 clusters Score -2.01336e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -20133812.000000 Penalty: 5928.808594
	Iteration 16Q: 3 clusters Score -2.013381e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -20133990.000000 Penalty: 5928.808594
	Iteration 17Q: 3 clusters Score -2.013399e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -20134078.000000 Penalty: 5928.808594
	Iteration 18Q: 3 clusters Score -2.013408e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -20134296.000000 Penalty: 5928.808594
	Iteration 19Q: 3 clusters Score -2.01343e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -20134470.000000 Penalty: 5928.808594
	Iteration 20F: 3 clusters Score -2.013447e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -20134504.000000 Penalty: 5928.808594
	Iteration 21Q: 3 clusters Score -2.01345e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -20134616.000000 Penalty: 5928.808594
	Iteration 22Q: 3 clusters Score -2.013462e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -20134786.000000 Penalty: 5928.808594
	Iteration 23Q: 3 clusters Score -2.013479e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -20134846.000000 Penalty: 5928.808594
	Iteration 24Q: 3 clusters Score -2.013485e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -20134934.000000 Penalty: 5928.808594
	Iteration 25Q: 3 clusters Score -2.013493e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -20135032.000000 Penalty: 5928.808594
	Iteration 26Q: 3 clusters Score -2.013503e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -20135082.000000 Penalty: 5928.808594
	Iteration 27Q: 3 clusters Score -2.013508e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -20135186.000000 Penalty: 5928.808594
	Iteration 28Q: 3 clusters Score -2.013519e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -20135316.000000 Penalty: 5928.808594
	Iteration 29Q: 3 clusters Score -2.013532e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -20135346.000000 Penalty: 5928.808594
	Iteration 30Q: 3 clusters Score -2.013535e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -20135422.000000 Penalty: 5928.808594
	Iteration 31Q: 3 clusters Score -2.013542e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -20135552.000000 Penalty: 5928.808594
	Iteration 32Q: 3 clusters Score -2.013555e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -20135646.000000 Penalty: 5928.808594
	Iteration 33Q: 3 clusters Score -2.013565e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -20135670.000000 Penalty: 5928.808594
	Iteration 34Q: 3 clusters Score -2.013567e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -20135846.000000 Penalty: 5928.808594
	Iteration 35Q: 3 clusters Score -2.013585e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -20136002.000000 Penalty: 5928.808594
	Iteration 36Q: 3 clusters Score -2.0136e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -20136088.000000 Penalty: 5928.808594
	Iteration 37Q: 3 clusters Score -2.013609e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -20136240.000000 Penalty: 5928.808594
	Iteration 38Q: 3 clusters Score -2.013624e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -20136478.000000 Penalty: 5928.808594
	Iteration 39Q: 3 clusters Score -2.013648e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -20136704.000000 Penalty: 5928.808594
	Iteration 40F: 3 clusters Score -2.01367e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -20136864.000000 Penalty: 5928.808594
	Iteration 41Q: 3 clusters Score -2.013686e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -20137030.000000 Penalty: 5928.808594
	Iteration 42Q: 3 clusters Score -2.013703e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -20137462.000000 Penalty: 5928.808594
	Iteration 43Q: 3 clusters Score -2.013746e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -20137792.000000 Penalty: 5928.808594
	Iteration 44Q: 3 clusters Score -2.013779e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -20138178.000000 Penalty: 5928.808594
	Iteration 45Q: 3 clusters Score -2.013818e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -20138500.000000 Penalty: 5928.808594
	Iteration 46Q: 3 clusters Score -2.01385e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -20138934.000000 Penalty: 5928.808594
	Iteration 47Q: 3 clusters Score -2.013893e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -20139384.000000 Penalty: 5928.808594
	Iteration 48Q: 3 clusters Score -2.013938e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -20139794.000000 Penalty: 5928.808594
	Iteration 49Q: 3 clusters Score -2.013979e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -20140210.000000 Penalty: 5928.808594
	Iteration 50Q: 3 clusters Score -2.014021e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115724 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -20140746.000000 Penalty: 5928.808594
	Iteration 51Q: 3 clusters Score -2.014075e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -20141196.000000 Penalty: 5928.808594
	Iteration 52Q: 3 clusters Score -2.01412e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -20141582.000000 Penalty: 5928.808594
	Iteration 53Q: 3 clusters Score -2.014158e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121666 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -20142106.000000 Penalty: 5928.808594
	Iteration 54Q: 3 clusters Score -2.014211e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -20142480.000000 Penalty: 5928.808594
	Iteration 55Q: 3 clusters Score -2.014248e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125557 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -20143022.000000 Penalty: 5928.808594
	Iteration 56Q: 3 clusters Score -2.014302e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -20143558.000000 Penalty: 5928.808594
	Iteration 57Q: 3 clusters Score -2.014356e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -20144160.000000 Penalty: 5928.808594
	Iteration 58Q: 3 clusters Score -2.014416e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -20144610.000000 Penalty: 5928.808594
	Iteration 59Q: 3 clusters Score -2.014461e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -20145012.000000 Penalty: 5928.808594
	Iteration 60F: 3 clusters Score -2.014501e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134538 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -20145506.000000 Penalty: 5928.808594
	Iteration 61Q: 3 clusters Score -2.014551e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -20145956.000000 Penalty: 5928.808594
	Iteration 62Q: 3 clusters Score -2.014596e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137608 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -20146442.000000 Penalty: 5928.808594
	Iteration 63Q: 3 clusters Score -2.014644e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139051 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -20146892.000000 Penalty: 5928.808594
	Iteration 64Q: 3 clusters Score -2.014689e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -20147232.000000 Penalty: 5928.808594
	Iteration 65Q: 3 clusters Score -2.014723e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -20147678.000000 Penalty: 5928.808594
	Iteration 66Q: 3 clusters Score -2.014768e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -20148078.000000 Penalty: 5928.808594
	Iteration 67Q: 3 clusters Score -2.014808e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143811 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -20148364.000000 Penalty: 5928.808594
	Iteration 68Q: 3 clusters Score -2.014836e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -20148620.000000 Penalty: 5928.808594
	Iteration 69Q: 3 clusters Score -2.014862e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -20148924.000000 Penalty: 5928.808594
	Iteration 70Q: 3 clusters Score -2.014892e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -20149118.000000 Penalty: 5928.808594
	Iteration 71Q: 3 clusters Score -2.014912e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -20149338.000000 Penalty: 5928.808594
	Iteration 72Q: 3 clusters Score -2.014934e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -20149568.000000 Penalty: 5928.808594
	Iteration 73Q: 3 clusters Score -2.014957e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -20149746.000000 Penalty: 5928.808594
	Iteration 74Q: 3 clusters Score -2.014975e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -20149842.000000 Penalty: 5928.808594
	Iteration 75Q: 3 clusters Score -2.014984e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -20149998.000000 Penalty: 5928.808594
	Iteration 76Q: 3 clusters Score -2.015e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -20150094.000000 Penalty: 5928.808594
	Iteration 77Q: 3 clusters Score -2.015009e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -20150188.000000 Penalty: 5928.808594
	Iteration 78Q: 3 clusters Score -2.015019e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20150256.000000 Penalty: 5928.808594
	Iteration 79Q: 3 clusters Score -2.015026e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -20150332.000000 Penalty: 5928.808594
	Iteration 80F: 3 clusters Score -2.015033e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151318 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -20150390.000000 Penalty: 5928.808594
	Iteration 81Q: 3 clusters Score -2.015039e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20150532.000000 Penalty: 5928.808594
	Iteration 82Q: 3 clusters Score -2.015053e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -20150538.000000 Penalty: 5928.808594
	Iteration 83Q: 3 clusters Score -2.015054e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151875 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -20150594.000000 Penalty: 5928.808594
	Iteration 84Q: 3 clusters Score -2.015059e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152029 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -20150624.000000 Penalty: 5928.808594
	Iteration 85Q: 3 clusters Score -2.015062e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20150678.000000 Penalty: 5928.808594
	Iteration 86Q: 3 clusters Score -2.015068e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20150736.000000 Penalty: 5928.808594
	Iteration 87Q: 3 clusters Score -2.015074e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152415 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20150744.000000 Penalty: 5928.808594
	Iteration 88Q: 3 clusters Score -2.015074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -20150752.000000 Penalty: 5928.808594
	Iteration 89Q: 3 clusters Score -2.015075e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20150732.000000 Penalty: 5928.808594
	Iteration 90Q: 3 clusters Score -2.015073e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20150732.000000 Penalty: 5928.808594
	Iteration 91Q: 3 clusters Score -2.015073e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -20150708.000000 Penalty: 5928.808594
	Iteration 92Q: 3 clusters Score -2.015071e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -20150696.000000 Penalty: 5928.808594
	Iteration 93Q: 3 clusters Score -2.01507e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -20150732.000000 Penalty: 5928.808594
	Iteration 94Q: 3 clusters Score -2.015073e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20150744.000000 Penalty: 5928.808594
	Iteration 95Q: 3 clusters Score -2.015074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152939 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20150770.000000 Penalty: 5928.808594
	Iteration 96Q: 3 clusters Score -2.015077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20150770.000000 Penalty: 5928.808594
	Iteration 97Q: 3 clusters Score -2.015077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20150794.000000 Penalty: 5928.808594
	Iteration 98Q: 3 clusters Score -2.015079e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -20150798.000000 Penalty: 5928.808594
	Iteration 99Q: 3 clusters Score -2.01508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20150818.000000 Penalty: 5928.808594
	Iteration 100F: 3 clusters Score -2.015082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -20150830.000000 Penalty: 5928.808594
	Iteration 101Q: 3 clusters Score -2.015083e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -20150808.000000 Penalty: 5928.808594
	Iteration 102Q: 3 clusters Score -2.015081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20150840.000000 Penalty: 5928.808594
	Iteration 103Q: 3 clusters Score -2.015084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20150846.000000 Penalty: 5928.808594
	Iteration 104Q: 3 clusters Score -2.015085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20150846.000000 Penalty: 5928.808594
	Iteration 105Q: 3 clusters Score -2.015085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20150848.000000 Penalty: 5928.808594
	Iteration 106Q: 3 clusters Score -2.015085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20150860.000000 Penalty: 5928.808594
	Iteration 107Q: 3 clusters Score -2.015086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20150858.000000 Penalty: 5928.808594
	Iteration 108Q: 3 clusters Score -2.015086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20150848.000000 Penalty: 5928.808594
	Iteration 109Q: 3 clusters Score -2.015085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20150854.000000 Penalty: 5928.808594
	Iteration 110Q: 3 clusters Score -2.015085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153260 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20150864.000000 Penalty: 5928.808594
	Iteration 111Q: 3 clusters Score -2.015086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20150852.000000 Penalty: 5928.808594
	Iteration 112Q: 3 clusters Score -2.015085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20150862.000000 Penalty: 5928.808594
	Iteration 113Q: 3 clusters Score -2.015086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20150866.000000 Penalty: 5928.808594
	Iteration 114Q: 3 clusters Score -2.015087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20150858.000000 Penalty: 5928.808594
	Iteration 115Q: 3 clusters Score -2.015086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -20150852.000000 Penalty: 5928.808594
	Iteration 116Q: 3 clusters Score -2.015085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20150868.000000 Penalty: 5928.808594
	Iteration 117Q: 3 clusters Score -2.015087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20150864.000000 Penalty: 5928.808594
	Iteration 118Q: 3 clusters Score -2.015086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -20150866.000000 Penalty: 5928.808594
	Iteration 119Q: 3 clusters Score -2.015087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -20150862.000000 Penalty: 5928.808594
	Iteration 120F: 3 clusters Score -2.015086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -474056.718750 Penalty: 2046.864868
	Iteration 0F: 2 clusters Score -474056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -470279.031250 Penalty: 4093.729736
	Iteration 0F: 3 clusters Score -470279 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -471072.593750 Penalty: 4093.729736
	Iteration 1F: 3 clusters Score -471072.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -471261.906250 Penalty: 4093.729736
	Iteration 2F: 3 clusters Score -471261.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -471356.000000 Penalty: 4093.729736
	Iteration 3Q: 3 clusters Score -471356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -471425.500000 Penalty: 4093.729736
	Iteration 4Q: 3 clusters Score -471425.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -471485.343750 Penalty: 4093.729736
	Iteration 5Q: 3 clusters Score -471485.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -471523.718750 Penalty: 4093.729736
	Iteration 6Q: 3 clusters Score -471523.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -471560.000000 Penalty: 4093.729736
	Iteration 7Q: 3 clusters Score -471560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -471587.437500 Penalty: 4093.729736
	Iteration 8Q: 3 clusters Score -471587.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -471611.781250 Penalty: 4093.729736
	Iteration 9Q: 3 clusters Score -471611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -471626.781250 Penalty: 4093.729736
	Iteration 10Q: 3 clusters Score -471626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -471634.625000 Penalty: 4093.729736
	Iteration 11Q: 3 clusters Score -471634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -471640.406250 Penalty: 4093.729736
	Iteration 12Q: 3 clusters Score -471640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -471649.000000 Penalty: 4093.729736
	Iteration 13Q: 3 clusters Score -471649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -471657.312500 Penalty: 4093.729736
	Iteration 14Q: 3 clusters Score -471657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -471663.406250 Penalty: 4093.729736
	Iteration 15Q: 3 clusters Score -471663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -471670.062500 Penalty: 4093.729736
	Iteration 16Q: 3 clusters Score -471670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -471674.750000 Penalty: 4093.729736
	Iteration 17Q: 3 clusters Score -471674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -471676.281250 Penalty: 4093.729736
	Iteration 18Q: 3 clusters Score -471676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -471677.718750 Penalty: 4093.729736
	Iteration 19Q: 3 clusters Score -471677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -471682.250000 Penalty: 4093.729736
	Iteration 20F: 3 clusters Score -471682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -471691.781250 Penalty: 4093.729736
	Iteration 21Q: 3 clusters Score -471691.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -471696.531250 Penalty: 4093.729736
	Iteration 22Q: 3 clusters Score -471696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -471702.312500 Penalty: 4093.729736
	Iteration 23Q: 3 clusters Score -471702.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -471706.281250 Penalty: 4093.729736
	Iteration 24Q: 3 clusters Score -471706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -471713.375000 Penalty: 4093.729736
	Iteration 25Q: 3 clusters Score -471713.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -471719.187500 Penalty: 4093.729736
	Iteration 26Q: 3 clusters Score -471719.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -471728.593750 Penalty: 4093.729736
	Iteration 27Q: 3 clusters Score -471728.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -471737.437500 Penalty: 4093.729736
	Iteration 28Q: 3 clusters Score -471737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -471749.906250 Penalty: 4093.729736
	Iteration 29Q: 3 clusters Score -471749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -471761.625000 Penalty: 4093.729736
	Iteration 30Q: 3 clusters Score -471761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -471772.031250 Penalty: 4093.729736
	Iteration 31Q: 3 clusters Score -471772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -471783.968750 Penalty: 4093.729736
	Iteration 32Q: 3 clusters Score -471784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -471800.093750 Penalty: 4093.729736
	Iteration 33Q: 3 clusters Score -471800.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -471817.031250 Penalty: 4093.729736
	Iteration 34Q: 3 clusters Score -471817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -471832.687500 Penalty: 4093.729736
	Iteration 35Q: 3 clusters Score -471832.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -471847.031250 Penalty: 4093.729736
	Iteration 36Q: 3 clusters Score -471847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -471863.781250 Penalty: 4093.729736
	Iteration 37Q: 3 clusters Score -471863.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -471879.062500 Penalty: 4093.729736
	Iteration 38Q: 3 clusters Score -471879.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -471892.968750 Penalty: 4093.729736
	Iteration 39Q: 3 clusters Score -471893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -471904.781250 Penalty: 4093.729736
	Iteration 40F: 3 clusters Score -471904.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -471914.687500 Penalty: 4093.729736
	Iteration 41Q: 3 clusters Score -471914.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -471922.937500 Penalty: 4093.729736
	Iteration 42Q: 3 clusters Score -471922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -471931.968750 Penalty: 4093.729736
	Iteration 43Q: 3 clusters Score -471932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -471942.968750 Penalty: 4093.729736
	Iteration 44Q: 3 clusters Score -471943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -471952.531250 Penalty: 4093.729736
	Iteration 45Q: 3 clusters Score -471952.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -471961.406250 Penalty: 4093.729736
	Iteration 46Q: 3 clusters Score -471961.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -471974.062500 Penalty: 4093.729736
	Iteration 47Q: 3 clusters Score -471974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -471984.843750 Penalty: 4093.729736
	Iteration 48Q: 3 clusters Score -471984.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -471995.218750 Penalty: 4093.729736
	Iteration 49Q: 3 clusters Score -471995.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -472008.781250 Penalty: 4093.729736
	Iteration 50Q: 3 clusters Score -472008.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -472022.781250 Penalty: 4093.729736
	Iteration 51Q: 3 clusters Score -472022.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -472040.406250 Penalty: 4093.729736
	Iteration 52Q: 3 clusters Score -472040.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -472059.125000 Penalty: 4093.729736
	Iteration 53Q: 3 clusters Score -472059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -472073.218750 Penalty: 4093.729736
	Iteration 54Q: 3 clusters Score -472073.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -472088.187500 Penalty: 4093.729736
	Iteration 55Q: 3 clusters Score -472088.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -472099.281250 Penalty: 4093.729736
	Iteration 56Q: 3 clusters Score -472099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -472108.093750 Penalty: 4093.729736
	Iteration 57Q: 3 clusters Score -472108.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -472117.125000 Penalty: 4093.729736
	Iteration 58Q: 3 clusters Score -472117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -472124.125000 Penalty: 4093.729736
	Iteration 59Q: 3 clusters Score -472124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -472128.718750 Penalty: 4093.729736
	Iteration 60F: 3 clusters Score -472128.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -472133.406250 Penalty: 4093.729736
	Iteration 61Q: 3 clusters Score -472133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -472135.406250 Penalty: 4093.729736
	Iteration 62Q: 3 clusters Score -472135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -472138.656250 Penalty: 4093.729736
	Iteration 63Q: 3 clusters Score -472138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -472142.156250 Penalty: 4093.729736
	Iteration 64Q: 3 clusters Score -472142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -472147.468750 Penalty: 4093.729736
	Iteration 65Q: 3 clusters Score -472147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -472153.843750 Penalty: 4093.729736
	Iteration 66Q: 3 clusters Score -472153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -472157.062500 Penalty: 4093.729736
	Iteration 67Q: 3 clusters Score -472157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -472163.750000 Penalty: 4093.729736
	Iteration 68Q: 3 clusters Score -472163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -472167.968750 Penalty: 4093.729736
	Iteration 69Q: 3 clusters Score -472168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -472173.406250 Penalty: 4093.729736
	Iteration 70Q: 3 clusters Score -472173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -472176.531250 Penalty: 4093.729736
	Iteration 71Q: 3 clusters Score -472176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -472179.562500 Penalty: 4093.729736
	Iteration 72Q: 3 clusters Score -472179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -472182.562500 Penalty: 4093.729736
	Iteration 73Q: 3 clusters Score -472182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -472184.187500 Penalty: 4093.729736
	Iteration 74Q: 3 clusters Score -472184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -472184.625000 Penalty: 4093.729736
	Iteration 75Q: 3 clusters Score -472184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -472184.906250 Penalty: 4093.729736
	Iteration 76Q: 3 clusters Score -472184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -472184.812500 Penalty: 4093.729736
	Iteration 77Q: 3 clusters Score -472184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -472184.812500 Penalty: 4093.729736
	Iteration 78F: 3 clusters Score -472184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Entering Unmasked Estep 
Score: -11781436.000000 Penalty: 2830.000244
	Iteration 0F: 2 clusters Score -1.178144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -11720914.000000 Penalty: 5660.000488
	Iteration 0F: 3 clusters Score -1.172091e+07 nChanged 42608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -11744819.000000 Penalty: 5660.000488
	Iteration 1F: 3 clusters Score -1.174482e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11745356.000000 Penalty: 5660.000488
	Iteration 2Q: 3 clusters Score -1.174536e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -11746025.000000 Penalty: 5660.000488
	Iteration 3Q: 3 clusters Score -1.174602e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -11746667.000000 Penalty: 5660.000488
	Iteration 4Q: 3 clusters Score -1.174667e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -11747458.000000 Penalty: 5660.000488
	Iteration 5Q: 3 clusters Score -1.174746e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -11748612.000000 Penalty: 5660.000488
	Iteration 6Q: 3 clusters Score -1.174861e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -11750064.000000 Penalty: 5660.000488
	Iteration 7Q: 3 clusters Score -1.175006e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -11752213.000000 Penalty: 5660.000488
	Iteration 8Q: 3 clusters Score -1.175221e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -11755515.000000 Penalty: 5660.000488
	Iteration 9F: 3 clusters Score -1.175552e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -11760074.000000 Penalty: 5660.000488
	Iteration 10F: 3 clusters Score -1.176007e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -11765092.000000 Penalty: 5660.000488
	Iteration 11F: 3 clusters Score -1.176509e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -11768816.000000 Penalty: 5660.000488
	Iteration 12Q: 3 clusters Score -1.176882e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -11770677.000000 Penalty: 5660.000488
	Iteration 13Q: 3 clusters Score -1.177068e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -11771683.000000 Penalty: 5660.000488
	Iteration 14Q: 3 clusters Score -1.177168e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -11772402.000000 Penalty: 5660.000488
	Iteration 15Q: 3 clusters Score -1.17724e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -11773141.000000 Penalty: 5660.000488
	Iteration 16Q: 3 clusters Score -1.177314e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -11773781.000000 Penalty: 5660.000488
	Iteration 17Q: 3 clusters Score -1.177378e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -11774335.000000 Penalty: 5660.000488
	Iteration 18Q: 3 clusters Score -1.177434e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -11774890.000000 Penalty: 5660.000488
	Iteration 19Q: 3 clusters Score -1.177489e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -11775427.000000 Penalty: 5660.000488
	Iteration 20F: 3 clusters Score -1.177543e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -11775912.000000 Penalty: 5660.000488
	Iteration 21Q: 3 clusters Score -1.177591e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -11776325.000000 Penalty: 5660.000488
	Iteration 22Q: 3 clusters Score -1.177632e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -11776783.000000 Penalty: 5660.000488
	Iteration 23Q: 3 clusters Score -1.177678e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -11777116.000000 Penalty: 5660.000488
	Iteration 24Q: 3 clusters Score -1.177712e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -11777516.000000 Penalty: 5660.000488
	Iteration 25Q: 3 clusters Score -1.177752e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -11777753.000000 Penalty: 5660.000488
	Iteration 26Q: 3 clusters Score -1.177775e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -11778007.000000 Penalty: 5660.000488
	Iteration 27Q: 3 clusters Score -1.177801e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -11778137.000000 Penalty: 5660.000488
	Iteration 28Q: 3 clusters Score -1.177814e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11778299.000000 Penalty: 5660.000488
	Iteration 29Q: 3 clusters Score -1.17783e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -11778489.000000 Penalty: 5660.000488
	Iteration 30Q: 3 clusters Score -1.177849e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11778629.000000 Penalty: 5660.000488
	Iteration 31Q: 3 clusters Score -1.177863e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11778755.000000 Penalty: 5660.000488
	Iteration 32Q: 3 clusters Score -1.177876e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11778818.000000 Penalty: 5660.000488
	Iteration 33Q: 3 clusters Score -1.177882e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11778874.000000 Penalty: 5660.000488
	Iteration 34Q: 3 clusters Score -1.177887e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11778958.000000 Penalty: 5660.000488
	Iteration 35Q: 3 clusters Score -1.177896e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11778983.000000 Penalty: 5660.000488
	Iteration 36Q: 3 clusters Score -1.177898e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11779022.000000 Penalty: 5660.000488
	Iteration 37Q: 3 clusters Score -1.177902e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11779040.000000 Penalty: 5660.000488
	Iteration 38Q: 3 clusters Score -1.177904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11779034.000000 Penalty: 5660.000488
	Iteration 39Q: 3 clusters Score -1.177903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11779060.000000 Penalty: 5660.000488
	Iteration 40F: 3 clusters Score -1.177906e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11779071.000000 Penalty: 5660.000488
	Iteration 41Q: 3 clusters Score -1.177907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11779083.000000 Penalty: 5660.000488
	Iteration 42Q: 3 clusters Score -1.177908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11779107.000000 Penalty: 5660.000488
	Iteration 43Q: 3 clusters Score -1.177911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11779105.000000 Penalty: 5660.000488
	Iteration 44Q: 3 clusters Score -1.17791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11779133.000000 Penalty: 5660.000488
	Iteration 45Q: 3 clusters Score -1.177913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11779134.000000 Penalty: 5660.000488
	Iteration 46Q: 3 clusters Score -1.177913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11779148.000000 Penalty: 5660.000488
	Iteration 47Q: 3 clusters Score -1.177915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11779145.000000 Penalty: 5660.000488
	Iteration 48Q: 3 clusters Score -1.177914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11779141.000000 Penalty: 5660.000488
	Iteration 49Q: 3 clusters Score -1.177914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11779148.000000 Penalty: 5660.000488
	Iteration 50Q: 3 clusters Score -1.177915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11779136.000000 Penalty: 5660.000488
	Iteration 51Q: 3 clusters Score -1.177914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11779138.000000 Penalty: 5660.000488
	Iteration 52Q: 3 clusters Score -1.177914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11779129.000000 Penalty: 5660.000488
	Iteration 53Q: 3 clusters Score -1.177913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11779129.000000 Penalty: 5660.000488
	Iteration 54Q: 3 clusters Score -1.177913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11779138.000000 Penalty: 5660.000488
	Iteration 55Q: 3 clusters Score -1.177914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11779139.000000 Penalty: 5660.000488
	Iteration 56Q: 3 clusters Score -1.177914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11779136.000000 Penalty: 5660.000488
	Iteration 57Q: 3 clusters Score -1.177914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11779136.000000 Penalty: 5660.000488
	Iteration 58Q: 3 clusters Score -1.177914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11779132.000000 Penalty: 5660.000488
	Iteration 59Q: 3 clusters Score -1.177913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11779128.000000 Penalty: 5660.000488
	Iteration 60F: 3 clusters Score -1.177913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11779122.000000 Penalty: 5660.000488
	Iteration 61Q: 3 clusters Score -1.177912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11779130.000000 Penalty: 5660.000488
	Iteration 62Q: 3 clusters Score -1.177913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11779134.000000 Penalty: 5660.000488
	Iteration 63Q: 3 clusters Score -1.177913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -11779137.000000 Penalty: 5660.000488
	Iteration 64Q: 3 clusters Score -1.177914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11779143.000000 Penalty: 5660.000488
	Iteration 65Q: 3 clusters Score -1.177914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11779152.000000 Penalty: 5660.000488
	Iteration 66Q: 3 clusters Score -1.177915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11779151.000000 Penalty: 5660.000488
	Iteration 67Q: 3 clusters Score -1.177915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11779146.000000 Penalty: 5660.000488
	Iteration 68Q: 3 clusters Score -1.177915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11779158.000000 Penalty: 5660.000488
	Iteration 69Q: 3 clusters Score -1.177916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11779163.000000 Penalty: 5660.000488
	Iteration 70Q: 3 clusters Score -1.177916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11779165.000000 Penalty: 5660.000488
	Iteration 71Q: 3 clusters Score -1.177916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11779172.000000 Penalty: 5660.000488
	Iteration 72Q: 3 clusters Score -1.177917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11779169.000000 Penalty: 5660.000488
	Iteration 73Q: 3 clusters Score -1.177917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11779164.000000 Penalty: 5660.000488
	Iteration 74Q: 3 clusters Score -1.177916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11779169.000000 Penalty: 5660.000488
	Iteration 75Q: 3 clusters Score -1.177917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11779179.000000 Penalty: 5660.000488
	Iteration 76Q: 3 clusters Score -1.177918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11779182.000000 Penalty: 5660.000488
	Iteration 77Q: 3 clusters Score -1.177918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11779181.000000 Penalty: 5660.000488
	Iteration 78Q: 3 clusters Score -1.177918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11779187.000000 Penalty: 5660.000488
	Iteration 79Q: 3 clusters Score -1.177919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11779183.000000 Penalty: 5660.000488
	Iteration 80F: 3 clusters Score -1.177918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11779177.000000 Penalty: 5660.000488
	Iteration 81Q: 3 clusters Score -1.177918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11779187.000000 Penalty: 5660.000488
	Iteration 82Q: 3 clusters Score -1.177919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11779184.000000 Penalty: 5660.000488
	Iteration 83Q: 3 clusters Score -1.177918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11779184.000000 Penalty: 5660.000488
	Iteration 84Q: 3 clusters Score -1.177918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11779181.000000 Penalty: 5660.000488
	Iteration 85Q: 3 clusters Score -1.177918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11779177.000000 Penalty: 5660.000488
	Iteration 86Q: 3 clusters Score -1.177918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11779176.000000 Penalty: 5660.000488
	Iteration 87Q: 3 clusters Score -1.177918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11779178.000000 Penalty: 5660.000488
	Iteration 88Q: 3 clusters Score -1.177918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11779175.000000 Penalty: 5660.000488
	Iteration 89Q: 3 clusters Score -1.177918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11779175.000000 Penalty: 5660.000488
	Iteration 90Q: 3 clusters Score -1.177918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11779194.000000 Penalty: 5660.000488
	Iteration 91Q: 3 clusters Score -1.177919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11779186.000000 Penalty: 5660.000488
	Iteration 92Q: 3 clusters Score -1.177919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11779188.000000 Penalty: 5660.000488
	Iteration 93Q: 3 clusters Score -1.177919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11779189.000000 Penalty: 5660.000488
	Iteration 94Q: 3 clusters Score -1.177919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11779182.000000 Penalty: 5660.000488
	Iteration 95Q: 3 clusters Score -1.177918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11779189.000000 Penalty: 5660.000488
	Iteration 96Q: 3 clusters Score -1.177919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11779189.000000 Penalty: 5660.000488
	Iteration 97F: 3 clusters Score -1.177919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Entering Unmasked Estep 
Score: -24846038.000000 Penalty: 3017.301025
	Iteration 0F: 2 clusters Score -2.484604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -24720678.000000 Penalty: 6034.602051
	Iteration 0F: 3 clusters Score -2.472068e+07 nChanged 92373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -24775686.000000 Penalty: 6034.602051
	Iteration 1F: 3 clusters Score -2.477569e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -24778254.000000 Penalty: 6034.602051
	Iteration 2Q: 3 clusters Score -2.477825e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -24782462.000000 Penalty: 6034.602051
	Iteration 3Q: 3 clusters Score -2.478246e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -24788874.000000 Penalty: 6034.602051
	Iteration 4F: 3 clusters Score -2.478887e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128632 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -24797798.000000 Penalty: 6034.602051
	Iteration 5F: 3 clusters Score -2.47978e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139296 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -24808216.000000 Penalty: 6034.602051
	Iteration 6F: 3 clusters Score -2.480822e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -24818484.000000 Penalty: 6034.602051
	Iteration 7F: 3 clusters Score -2.481848e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -24826336.000000 Penalty: 6034.602051
	Iteration 8F: 3 clusters Score -2.482634e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -24831094.000000 Penalty: 6034.602051
	Iteration 9Q: 3 clusters Score -2.483109e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -24833990.000000 Penalty: 6034.602051
	Iteration 10Q: 3 clusters Score -2.483399e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -24835712.000000 Penalty: 6034.602051
	Iteration 11Q: 3 clusters Score -2.483571e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -24837128.000000 Penalty: 6034.602051
	Iteration 12Q: 3 clusters Score -2.483713e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -24838316.000000 Penalty: 6034.602051
	Iteration 13Q: 3 clusters Score -2.483832e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -24839416.000000 Penalty: 6034.602051
	Iteration 14Q: 3 clusters Score -2.483942e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180338 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -24840502.000000 Penalty: 6034.602051
	Iteration 15Q: 3 clusters Score -2.48405e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182205 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -24841292.000000 Penalty: 6034.602051
	Iteration 16Q: 3 clusters Score -2.484129e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -24841910.000000 Penalty: 6034.602051
	Iteration 17Q: 3 clusters Score -2.484191e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185066 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -24842484.000000 Penalty: 6034.602051
	Iteration 18Q: 3 clusters Score -2.484248e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186118 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -24842906.000000 Penalty: 6034.602051
	Iteration 19Q: 3 clusters Score -2.484291e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -24843272.000000 Penalty: 6034.602051
	Iteration 20F: 3 clusters Score -2.484327e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187639 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -24843494.000000 Penalty: 6034.602051
	Iteration 21Q: 3 clusters Score -2.484349e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188177 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -24843766.000000 Penalty: 6034.602051
	Iteration 22Q: 3 clusters Score -2.484377e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188601 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -24843990.000000 Penalty: 6034.602051
	Iteration 23Q: 3 clusters Score -2.484399e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188936 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -24844014.000000 Penalty: 6034.602051
	Iteration 24Q: 3 clusters Score -2.484401e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189203 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -24844162.000000 Penalty: 6034.602051
	Iteration 25Q: 3 clusters Score -2.484416e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -24844228.000000 Penalty: 6034.602051
	Iteration 26Q: 3 clusters Score -2.484423e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189551 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -24844254.000000 Penalty: 6034.602051
	Iteration 27Q: 3 clusters Score -2.484425e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189678 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -24844282.000000 Penalty: 6034.602051
	Iteration 28Q: 3 clusters Score -2.484428e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189785 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -24844298.000000 Penalty: 6034.602051
	Iteration 29Q: 3 clusters Score -2.48443e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24844288.000000 Penalty: 6034.602051
	Iteration 30Q: 3 clusters Score -2.484429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189942 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -24844276.000000 Penalty: 6034.602051
	Iteration 31Q: 3 clusters Score -2.484428e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24844274.000000 Penalty: 6034.602051
	Iteration 32Q: 3 clusters Score -2.484427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190067 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -24844272.000000 Penalty: 6034.602051
	Iteration 33Q: 3 clusters Score -2.484427e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190113 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -24844284.000000 Penalty: 6034.602051
	Iteration 34Q: 3 clusters Score -2.484428e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190152 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -24844292.000000 Penalty: 6034.602051
	Iteration 35Q: 3 clusters Score -2.484429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190185 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -24844308.000000 Penalty: 6034.602051
	Iteration 36Q: 3 clusters Score -2.484431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190216 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24844310.000000 Penalty: 6034.602051
	Iteration 37Q: 3 clusters Score -2.484431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190238 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -24844330.000000 Penalty: 6034.602051
	Iteration 38Q: 3 clusters Score -2.484433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190257 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -24844308.000000 Penalty: 6034.602051
	Iteration 39Q: 3 clusters Score -2.484431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190280 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24844322.000000 Penalty: 6034.602051
	Iteration 40F: 3 clusters Score -2.484432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190299 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -24844358.000000 Penalty: 6034.602051
	Iteration 41Q: 3 clusters Score -2.484436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190312 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -24844344.000000 Penalty: 6034.602051
	Iteration 42Q: 3 clusters Score -2.484434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24844336.000000 Penalty: 6034.602051
	Iteration 43Q: 3 clusters Score -2.484434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -24844356.000000 Penalty: 6034.602051
	Iteration 44Q: 3 clusters Score -2.484436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190341 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -24844348.000000 Penalty: 6034.602051
	Iteration 45Q: 3 clusters Score -2.484435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190349 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24844346.000000 Penalty: 6034.602051
	Iteration 46Q: 3 clusters Score -2.484435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190355 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24844364.000000 Penalty: 6034.602051
	Iteration 47Q: 3 clusters Score -2.484436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24844358.000000 Penalty: 6034.602051
	Iteration 48Q: 3 clusters Score -2.484436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190371 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -24844358.000000 Penalty: 6034.602051
	Iteration 49Q: 3 clusters Score -2.484436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -24844368.000000 Penalty: 6034.602051
	Iteration 50Q: 3 clusters Score -2.484437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -24844364.000000 Penalty: 6034.602051
	Iteration 51Q: 3 clusters Score -2.484436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -24844366.000000 Penalty: 6034.602051
	Iteration 52Q: 3 clusters Score -2.484437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190378 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -24844358.000000 Penalty: 6034.602051
	Iteration 53Q: 3 clusters Score -2.484436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24844368.000000 Penalty: 6034.602051
	Iteration 54Q: 3 clusters Score -2.484437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24844380.000000 Penalty: 6034.602051
	Iteration 55Q: 3 clusters Score -2.484438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24844378.000000 Penalty: 6034.602051
	Iteration 56Q: 3 clusters Score -2.484438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24844378.000000 Penalty: 6034.602051
	Iteration 57F: 3 clusters Score -2.484438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -196917.750000 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -196917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194628.937500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -194628.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195017.187500 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -195017.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195121.218750 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -195121.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195158.812500 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -195158.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195182.750000 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -195182.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195200.562500 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -195200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195214.734375 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -195214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -195224.875000 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -195224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195232.406250 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -195232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195238.656250 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -195238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195239.328125 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -195239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195240.203125 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -195240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195242.406250 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -195242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195243.906250 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -195243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195244.906250 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -195244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195245.343750 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -195245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195245.343750 Penalty: 3632.619873
	Iteration 16F: 3 clusters Score -195245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -1418003.500000 Penalty: 2313.551025
	Iteration 0F: 2 clusters Score -1418004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1409532.250000 Penalty: 4627.102051
	Iteration 0F: 3 clusters Score -1409532 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1412195.875000 Penalty: 4627.102051
	Iteration 1F: 3 clusters Score -1412196 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1412532.750000 Penalty: 4627.102051
	Iteration 2F: 3 clusters Score -1412533 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1412782.625000 Penalty: 4627.102051
	Iteration 3F: 3 clusters Score -1412783 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1412981.875000 Penalty: 4627.102051
	Iteration 4Q: 3 clusters Score -1412982 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1413177.250000 Penalty: 4627.102051
	Iteration 5Q: 3 clusters Score -1413177 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1413365.000000 Penalty: 4627.102051
	Iteration 6Q: 3 clusters Score -1413365 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1413590.125000 Penalty: 4627.102051
	Iteration 7Q: 3 clusters Score -1413590 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1413860.250000 Penalty: 4627.102051
	Iteration 8Q: 3 clusters Score -1413860 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1414176.125000 Penalty: 4627.102051
	Iteration 9Q: 3 clusters Score -1414176 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1414540.500000 Penalty: 4627.102051
	Iteration 10Q: 3 clusters Score -1414540 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1414860.000000 Penalty: 4627.102051
	Iteration 11Q: 3 clusters Score -1414860 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1415146.250000 Penalty: 4627.102051
	Iteration 12Q: 3 clusters Score -1415146 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1415397.125000 Penalty: 4627.102051
	Iteration 13Q: 3 clusters Score -1415397 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1415578.250000 Penalty: 4627.102051
	Iteration 14Q: 3 clusters Score -1415578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1415696.625000 Penalty: 4627.102051
	Iteration 15Q: 3 clusters Score -1415697 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1415775.500000 Penalty: 4627.102051
	Iteration 16Q: 3 clusters Score -1415776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1415833.125000 Penalty: 4627.102051
	Iteration 17Q: 3 clusters Score -1415833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1415870.625000 Penalty: 4627.102051
	Iteration 18Q: 3 clusters Score -1415871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1415899.500000 Penalty: 4627.102051
	Iteration 19Q: 3 clusters Score -1415900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1415921.250000 Penalty: 4627.102051
	Iteration 20F: 3 clusters Score -1415921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1415949.000000 Penalty: 4627.102051
	Iteration 21Q: 3 clusters Score -1415949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1415970.500000 Penalty: 4627.102051
	Iteration 22Q: 3 clusters Score -1415970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1416002.000000 Penalty: 4627.102051
	Iteration 23Q: 3 clusters Score -1416002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1416027.250000 Penalty: 4627.102051
	Iteration 24Q: 3 clusters Score -1416027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1416039.000000 Penalty: 4627.102051
	Iteration 25Q: 3 clusters Score -1416039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1416046.750000 Penalty: 4627.102051
	Iteration 26Q: 3 clusters Score -1416047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1416050.250000 Penalty: 4627.102051
	Iteration 27Q: 3 clusters Score -1416050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1416054.875000 Penalty: 4627.102051
	Iteration 28Q: 3 clusters Score -1416055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1416059.625000 Penalty: 4627.102051
	Iteration 29Q: 3 clusters Score -1416060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1416063.625000 Penalty: 4627.102051
	Iteration 30Q: 3 clusters Score -1416064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1416065.500000 Penalty: 4627.102051
	Iteration 31Q: 3 clusters Score -1416066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1416066.125000 Penalty: 4627.102051
	Iteration 32Q: 3 clusters Score -1416066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1416067.875000 Penalty: 4627.102051
	Iteration 33Q: 3 clusters Score -1416068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1416067.000000 Penalty: 4627.102051
	Iteration 34Q: 3 clusters Score -1416067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1416069.250000 Penalty: 4627.102051
	Iteration 35Q: 3 clusters Score -1416069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1416070.375000 Penalty: 4627.102051
	Iteration 36Q: 3 clusters Score -1416070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1416070.500000 Penalty: 4627.102051
	Iteration 37Q: 3 clusters Score -1416070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1416074.125000 Penalty: 4627.102051
	Iteration 38Q: 3 clusters Score -1416074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1416073.125000 Penalty: 4627.102051
	Iteration 39Q: 3 clusters Score -1416073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1416076.125000 Penalty: 4627.102051
	Iteration 40F: 3 clusters Score -1416076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1416076.625000 Penalty: 4627.102051
	Iteration 41Q: 3 clusters Score -1416077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1416076.750000 Penalty: 4627.102051
	Iteration 42Q: 3 clusters Score -1416077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1416076.750000 Penalty: 4627.102051
	Iteration 43F: 3 clusters Score -1416077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -730734.562500 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -730734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -725601.437500 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -725601.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -726970.250000 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -726970.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -727242.187500 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -727242.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -727440.000000 Penalty: 4311.558105
	Iteration 3F: 3 clusters Score -727440 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -727586.375000 Penalty: 4311.558105
	Iteration 4Q: 3 clusters Score -727586.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -727718.500000 Penalty: 4311.558105
	Iteration 5Q: 3 clusters Score -727718.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -727887.187500 Penalty: 4311.558105
	Iteration 6Q: 3 clusters Score -727887.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -728106.625000 Penalty: 4311.558105
	Iteration 7Q: 3 clusters Score -728106.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -728355.000000 Penalty: 4311.558105
	Iteration 8Q: 3 clusters Score -728355 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -728580.750000 Penalty: 4311.558105
	Iteration 9Q: 3 clusters Score -728580.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -728773.312500 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -728773.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -728983.500000 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -728983.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -729185.500000 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -729185.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -729334.312500 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -729334.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -729446.500000 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -729446.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -729549.625000 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -729549.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -729645.437500 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -729645.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -729717.562500 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -729717.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -729775.562500 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -729775.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -729809.562500 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -729809.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -729828.187500 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -729828.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -729846.500000 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -729846.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -729861.437500 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -729861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -729876.562500 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -729876.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -729887.750000 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -729887.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -729897.000000 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -729897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -729905.250000 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -729905.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -729917.937500 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -729917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -729924.875000 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -729924.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -729930.812500 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -729930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -729940.625000 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -729940.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -729953.500000 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -729953.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -729969.937500 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -729969.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -729986.437500 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -729986.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -730000.250000 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -730000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -730006.250000 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -730006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -730012.687500 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -730012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -730018.625000 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -730018.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -730025.437500 Penalty: 4311.558105
	Iteration 38Q: 3 clusters Score -730025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -730028.312500 Penalty: 4311.558105
	Iteration 39Q: 3 clusters Score -730028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -730028.062500 Penalty: 4311.558105
	Iteration 40F: 3 clusters Score -730028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -730029.125000 Penalty: 4311.558105
	Iteration 41Q: 3 clusters Score -730029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -730028.000000 Penalty: 4311.558105
	Iteration 42Q: 3 clusters Score -730028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -730027.687500 Penalty: 4311.558105
	Iteration 43Q: 3 clusters Score -730027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -730029.250000 Penalty: 4311.558105
	Iteration 44Q: 3 clusters Score -730029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -730027.937500 Penalty: 4311.558105
	Iteration 45Q: 3 clusters Score -730027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -730029.437500 Penalty: 4311.558105
	Iteration 46Q: 3 clusters Score -730029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -730029.437500 Penalty: 4311.558105
	Iteration 47F: 3 clusters Score -730029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -57399.847656 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -57399.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56001.273438 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -56001.27 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56213.714844 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -56213.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56304.792969 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -56304.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56373.015625 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -56373.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56409.832031 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -56409.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56424.933594 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -56424.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56432.945312 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -56432.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56438.031250 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -56438.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56438.031250 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -56438.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -65645.031250 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -65645.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64079.750000 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -64079.75 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64258.605469 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -64258.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64340.003906 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -64340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64368.355469 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -64368.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64381.929688 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -64381.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64382.675781 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -64382.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64382.675781 Penalty: 3127.006592
	Iteration 6F: 3 clusters Score -64382.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Entering Unmasked Estep 
Score: -5915827.500000 Penalty: 2659.042236
	Iteration 0F: 2 clusters Score -5915828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5885182.500000 Penalty: 5318.084473
	Iteration 0F: 3 clusters Score -5885182 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5896820.500000 Penalty: 5318.084473
	Iteration 1F: 3 clusters Score -5896820 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5897553.500000 Penalty: 5318.084473
	Iteration 2Q: 3 clusters Score -5897554 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5898489.500000 Penalty: 5318.084473
	Iteration 3Q: 3 clusters Score -5898490 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5899923.000000 Penalty: 5318.084473
	Iteration 4F: 3 clusters Score -5899923 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5901950.500000 Penalty: 5318.084473
	Iteration 5F: 3 clusters Score -5901950 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5904505.500000 Penalty: 5318.084473
	Iteration 6F: 3 clusters Score -5904506 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5907093.000000 Penalty: 5318.084473
	Iteration 7F: 3 clusters Score -5907093 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5909540.500000 Penalty: 5318.084473
	Iteration 8F: 3 clusters Score -5909540 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -5911336.500000 Penalty: 5318.084473
	Iteration 9Q: 3 clusters Score -5911336 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5912233.500000 Penalty: 5318.084473
	Iteration 10Q: 3 clusters Score -5912234 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5912730.500000 Penalty: 5318.084473
	Iteration 11Q: 3 clusters Score -5912730 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5912996.500000 Penalty: 5318.084473
	Iteration 12Q: 3 clusters Score -5912996 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5913156.500000 Penalty: 5318.084473
	Iteration 13Q: 3 clusters Score -5913156 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5913263.000000 Penalty: 5318.084473
	Iteration 14Q: 3 clusters Score -5913263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5913307.000000 Penalty: 5318.084473
	Iteration 15Q: 3 clusters Score -5913307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5913346.500000 Penalty: 5318.084473
	Iteration 16Q: 3 clusters Score -5913346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5913398.000000 Penalty: 5318.084473
	Iteration 17Q: 3 clusters Score -5913398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5913422.000000 Penalty: 5318.084473
	Iteration 18Q: 3 clusters Score -5913422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5913446.000000 Penalty: 5318.084473
	Iteration 19Q: 3 clusters Score -5913446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5913469.000000 Penalty: 5318.084473
	Iteration 20F: 3 clusters Score -5913469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5913482.500000 Penalty: 5318.084473
	Iteration 21Q: 3 clusters Score -5913482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5913500.000000 Penalty: 5318.084473
	Iteration 22Q: 3 clusters Score -5913500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5913509.000000 Penalty: 5318.084473
	Iteration 23Q: 3 clusters Score -5913509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5913513.500000 Penalty: 5318.084473
	Iteration 24Q: 3 clusters Score -5913514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5913522.500000 Penalty: 5318.084473
	Iteration 25Q: 3 clusters Score -5913522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5913535.000000 Penalty: 5318.084473
	Iteration 26Q: 3 clusters Score -5913535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5913548.500000 Penalty: 5318.084473
	Iteration 27Q: 3 clusters Score -5913548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5913554.500000 Penalty: 5318.084473
	Iteration 28Q: 3 clusters Score -5913554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5913566.500000 Penalty: 5318.084473
	Iteration 29Q: 3 clusters Score -5913566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5913598.000000 Penalty: 5318.084473
	Iteration 30Q: 3 clusters Score -5913598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5913595.500000 Penalty: 5318.084473
	Iteration 31Q: 3 clusters Score -5913596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5913595.000000 Penalty: 5318.084473
	Iteration 32Q: 3 clusters Score -5913595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5913611.000000 Penalty: 5318.084473
	Iteration 33Q: 3 clusters Score -5913611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5913607.500000 Penalty: 5318.084473
	Iteration 34Q: 3 clusters Score -5913608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5913619.000000 Penalty: 5318.084473
	Iteration 35Q: 3 clusters Score -5913619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5913624.000000 Penalty: 5318.084473
	Iteration 36Q: 3 clusters Score -5913624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5913631.000000 Penalty: 5318.084473
	Iteration 37Q: 3 clusters Score -5913631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5913639.000000 Penalty: 5318.084473
	Iteration 38Q: 3 clusters Score -5913639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5913635.000000 Penalty: 5318.084473
	Iteration 39Q: 3 clusters Score -5913635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5913639.500000 Penalty: 5318.084473
	Iteration 40F: 3 clusters Score -5913640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5913645.000000 Penalty: 5318.084473
	Iteration 41Q: 3 clusters Score -5913645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5913649.000000 Penalty: 5318.084473
	Iteration 42Q: 3 clusters Score -5913649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5913647.500000 Penalty: 5318.084473
	Iteration 43Q: 3 clusters Score -5913648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5913645.000000 Penalty: 5318.084473
	Iteration 44Q: 3 clusters Score -5913645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5913654.500000 Penalty: 5318.084473
	Iteration 45Q: 3 clusters Score -5913654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5913652.500000 Penalty: 5318.084473
	Iteration 46Q: 3 clusters Score -5913652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5913661.500000 Penalty: 5318.084473
	Iteration 47Q: 3 clusters Score -5913662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5913662.500000 Penalty: 5318.084473
	Iteration 48Q: 3 clusters Score -5913662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5913665.500000 Penalty: 5318.084473
	Iteration 49Q: 3 clusters Score -5913666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5913670.000000 Penalty: 5318.084473
	Iteration 50Q: 3 clusters Score -5913670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5913670.000000 Penalty: 5318.084473
	Iteration 51Q: 3 clusters Score -5913670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5913669.500000 Penalty: 5318.084473
	Iteration 52Q: 3 clusters Score -5913670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5913676.500000 Penalty: 5318.084473
	Iteration 53Q: 3 clusters Score -5913676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5913673.500000 Penalty: 5318.084473
	Iteration 54Q: 3 clusters Score -5913674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5913681.000000 Penalty: 5318.084473
	Iteration 55Q: 3 clusters Score -5913681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5913675.500000 Penalty: 5318.084473
	Iteration 56Q: 3 clusters Score -5913676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5913678.500000 Penalty: 5318.084473
	Iteration 57Q: 3 clusters Score -5913678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5913679.500000 Penalty: 5318.084473
	Iteration 58Q: 3 clusters Score -5913680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5913681.000000 Penalty: 5318.084473
	Iteration 59Q: 3 clusters Score -5913681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5913680.000000 Penalty: 5318.084473
	Iteration 60F: 3 clusters Score -5913680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5913683.500000 Penalty: 5318.084473
	Iteration 61Q: 3 clusters Score -5913684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5913685.000000 Penalty: 5318.084473
	Iteration 62Q: 3 clusters Score -5913685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5913685.000000 Penalty: 5318.084473
	Iteration 63Q: 3 clusters Score -5913685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5913690.500000 Penalty: 5318.084473
	Iteration 64Q: 3 clusters Score -5913690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5913688.500000 Penalty: 5318.084473
	Iteration 65Q: 3 clusters Score -5913688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5913684.500000 Penalty: 5318.084473
	Iteration 66Q: 3 clusters Score -5913684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5913684.500000 Penalty: 5318.084473
	Iteration 67F: 3 clusters Score -5913684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102365.093750 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -102365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100555.820312 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -100555.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100880.890625 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -100880.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101023.492188 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -101023.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101124.546875 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -101124.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101229.843750 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -101229.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101312.320312 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -101312.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101376.640625 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -101376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101417.328125 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -101417.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101456.812500 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -101456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101479.843750 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -101479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101497.445312 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -101497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101511.609375 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -101511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101513.039062 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -101513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101514.242188 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -101514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101515.359375 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -101515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101517.515625 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -101517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101528.265625 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -101528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101539.875000 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -101539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101551.851562 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -101551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101570.593750 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -101570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101582.937500 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -101582.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101616.742188 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -101616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101665.859375 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -101665.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101726.929688 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -101726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101802.289062 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -101802.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101853.414062 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -101853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101904.867188 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -101904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101980.000000 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -101980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102014.125000 Penalty: 3369.559082
	Iteration 28Q: 3 clusters Score -102014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102022.109375 Penalty: 3369.559082
	Iteration 29Q: 3 clusters Score -102022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102025.398438 Penalty: 3369.559082
	Iteration 30Q: 3 clusters Score -102025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102025.398438 Penalty: 3369.559082
	Iteration 31F: 3 clusters Score -102025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Entering Unmasked Estep 
Score: -5216691.500000 Penalty: 2634.910400
	Iteration 0F: 2 clusters Score -5216692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5188760.000000 Penalty: 5269.820801
	Iteration 0F: 3 clusters Score -5188760 nChanged 18893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5199175.000000 Penalty: 5269.820801
	Iteration 1F: 3 clusters Score -5199175 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5199651.500000 Penalty: 5269.820801
	Iteration 2Q: 3 clusters Score -5199652 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5200008.500000 Penalty: 5269.820801
	Iteration 3Q: 3 clusters Score -5200008 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5200318.500000 Penalty: 5269.820801
	Iteration 4Q: 3 clusters Score -5200318 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5200614.000000 Penalty: 5269.820801
	Iteration 5Q: 3 clusters Score -5200614 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5200920.500000 Penalty: 5269.820801
	Iteration 6Q: 3 clusters Score -5200920 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -5201288.000000 Penalty: 5269.820801
	Iteration 7Q: 3 clusters Score -5201288 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5201635.500000 Penalty: 5269.820801
	Iteration 8Q: 3 clusters Score -5201636 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5202166.500000 Penalty: 5269.820801
	Iteration 9Q: 3 clusters Score -5202166 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5202962.500000 Penalty: 5269.820801
	Iteration 10Q: 3 clusters Score -5202962 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5204114.500000 Penalty: 5269.820801
	Iteration 11Q: 3 clusters Score -5204114 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -5205623.500000 Penalty: 5269.820801
	Iteration 12F: 3 clusters Score -5205624 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5207517.000000 Penalty: 5269.820801
	Iteration 13F: 3 clusters Score -5207517 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -5209296.500000 Penalty: 5269.820801
	Iteration 14F: 3 clusters Score -5209296 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5210723.500000 Penalty: 5269.820801
	Iteration 15Q: 3 clusters Score -5210724 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5211752.500000 Penalty: 5269.820801
	Iteration 16Q: 3 clusters Score -5211752 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5212453.000000 Penalty: 5269.820801
	Iteration 17Q: 3 clusters Score -5212453 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5213020.000000 Penalty: 5269.820801
	Iteration 18Q: 3 clusters Score -5213020 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5213451.500000 Penalty: 5269.820801
	Iteration 19Q: 3 clusters Score -5213452 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5213699.000000 Penalty: 5269.820801
	Iteration 20F: 3 clusters Score -5213699 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5213861.500000 Penalty: 5269.820801
	Iteration 21Q: 3 clusters Score -5213862 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5213985.500000 Penalty: 5269.820801
	Iteration 22Q: 3 clusters Score -5213986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5214054.500000 Penalty: 5269.820801
	Iteration 23Q: 3 clusters Score -5214054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5214136.500000 Penalty: 5269.820801
	Iteration 24Q: 3 clusters Score -5214136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5214196.500000 Penalty: 5269.820801
	Iteration 25Q: 3 clusters Score -5214196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5214226.500000 Penalty: 5269.820801
	Iteration 26Q: 3 clusters Score -5214226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5214269.500000 Penalty: 5269.820801
	Iteration 27Q: 3 clusters Score -5214270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5214290.500000 Penalty: 5269.820801
	Iteration 28Q: 3 clusters Score -5214290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5214307.000000 Penalty: 5269.820801
	Iteration 29Q: 3 clusters Score -5214307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -5214329.500000 Penalty: 5269.820801
	Iteration 30Q: 3 clusters Score -5214330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5214342.500000 Penalty: 5269.820801
	Iteration 31Q: 3 clusters Score -5214342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5214359.000000 Penalty: 5269.820801
	Iteration 32Q: 3 clusters Score -5214359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5214374.500000 Penalty: 5269.820801
	Iteration 33Q: 3 clusters Score -5214374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5214377.000000 Penalty: 5269.820801
	Iteration 34Q: 3 clusters Score -5214377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5214381.000000 Penalty: 5269.820801
	Iteration 35Q: 3 clusters Score -5214381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5214381.000000 Penalty: 5269.820801
	Iteration 36Q: 3 clusters Score -5214381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5214382.500000 Penalty: 5269.820801
	Iteration 37Q: 3 clusters Score -5214382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5214389.500000 Penalty: 5269.820801
	Iteration 38Q: 3 clusters Score -5214390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5214402.500000 Penalty: 5269.820801
	Iteration 39Q: 3 clusters Score -5214402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5214401.500000 Penalty: 5269.820801
	Iteration 40F: 3 clusters Score -5214402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5214403.500000 Penalty: 5269.820801
	Iteration 41Q: 3 clusters Score -5214404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5214409.500000 Penalty: 5269.820801
	Iteration 42Q: 3 clusters Score -5214410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5214409.000000 Penalty: 5269.820801
	Iteration 43Q: 3 clusters Score -5214409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5214409.000000 Penalty: 5269.820801
	Iteration 44Q: 3 clusters Score -5214409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5214414.500000 Penalty: 5269.820801
	Iteration 45Q: 3 clusters Score -5214414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5214415.500000 Penalty: 5269.820801
	Iteration 46Q: 3 clusters Score -5214416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5214424.500000 Penalty: 5269.820801
	Iteration 47Q: 3 clusters Score -5214424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5214424.000000 Penalty: 5269.820801
	Iteration 48Q: 3 clusters Score -5214424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5214430.000000 Penalty: 5269.820801
	Iteration 49Q: 3 clusters Score -5214430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5214426.500000 Penalty: 5269.820801
	Iteration 50Q: 3 clusters Score -5214426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5214433.000000 Penalty: 5269.820801
	Iteration 51Q: 3 clusters Score -5214433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5214442.500000 Penalty: 5269.820801
	Iteration 52Q: 3 clusters Score -5214442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5214444.000000 Penalty: 5269.820801
	Iteration 53Q: 3 clusters Score -5214444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5214444.500000 Penalty: 5269.820801
	Iteration 54Q: 3 clusters Score -5214444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5214451.500000 Penalty: 5269.820801
	Iteration 55Q: 3 clusters Score -5214452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5214454.500000 Penalty: 5269.820801
	Iteration 56Q: 3 clusters Score -5214454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5214457.500000 Penalty: 5269.820801
	Iteration 57Q: 3 clusters Score -5214458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5214459.000000 Penalty: 5269.820801
	Iteration 58Q: 3 clusters Score -5214459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5214462.000000 Penalty: 5269.820801
	Iteration 59Q: 3 clusters Score -5214462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5214457.500000 Penalty: 5269.820801
	Iteration 60F: 3 clusters Score -5214458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -27163.039062 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -27163.04 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 115 members 
Entering Unmasked Estep 
Score: -25956.222656 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -25956.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26047.111328 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -26047.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26071.146484 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -26071.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26088.050781 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -26088.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26090.111328 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -26090.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26090.111328 Penalty: 2738.644775
	Iteration 5F: 3 clusters Score -26090.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Entering Unmasked Estep 
Score: -8149311.500000 Penalty: 2740.392334
	Iteration 0F: 2 clusters Score -8149312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -8107007.500000 Penalty: 5480.784668
	Iteration 0F: 3 clusters Score -8107008 nChanged 29452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8123412.500000 Penalty: 5480.784668
	Iteration 1F: 3 clusters Score -8123412 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -8123972.500000 Penalty: 5480.784668
	Iteration 2Q: 3 clusters Score -8123972 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8124577.000000 Penalty: 5480.784668
	Iteration 3Q: 3 clusters Score -8124577 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8125091.000000 Penalty: 5480.784668
	Iteration 4Q: 3 clusters Score -8125091 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -8125842.000000 Penalty: 5480.784668
	Iteration 5Q: 3 clusters Score -8125842 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -8126789.000000 Penalty: 5480.784668
	Iteration 6Q: 3 clusters Score -8126789 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -8128374.500000 Penalty: 5480.784668
	Iteration 7Q: 3 clusters Score -8128374 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8130699.000000 Penalty: 5480.784668
	Iteration 8F: 3 clusters Score -8130699 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -8134295.000000 Penalty: 5480.784668
	Iteration 9F: 3 clusters Score -8134295 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -8138540.500000 Penalty: 5480.784668
	Iteration 10F: 3 clusters Score -8138540 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -8142130.500000 Penalty: 5480.784668
	Iteration 11F: 3 clusters Score -8142130 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -8144435.000000 Penalty: 5480.784668
	Iteration 12Q: 3 clusters Score -8144435 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -8145679.500000 Penalty: 5480.784668
	Iteration 13Q: 3 clusters Score -8145680 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -8146268.500000 Penalty: 5480.784668
	Iteration 14Q: 3 clusters Score -8146268 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -8146561.500000 Penalty: 5480.784668
	Iteration 15Q: 3 clusters Score -8146562 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -8146695.000000 Penalty: 5480.784668
	Iteration 16Q: 3 clusters Score -8146695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -8146764.500000 Penalty: 5480.784668
	Iteration 17Q: 3 clusters Score -8146764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8146820.500000 Penalty: 5480.784668
	Iteration 18Q: 3 clusters Score -8146820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -8146845.500000 Penalty: 5480.784668
	Iteration 19Q: 3 clusters Score -8146846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -8146858.000000 Penalty: 5480.784668
	Iteration 20F: 3 clusters Score -8146858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -8146876.500000 Penalty: 5480.784668
	Iteration 21Q: 3 clusters Score -8146876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -8146883.000000 Penalty: 5480.784668
	Iteration 22Q: 3 clusters Score -8146883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -8146887.000000 Penalty: 5480.784668
	Iteration 23Q: 3 clusters Score -8146887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -8146891.500000 Penalty: 5480.784668
	Iteration 24Q: 3 clusters Score -8146892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -8146893.000000 Penalty: 5480.784668
	Iteration 25Q: 3 clusters Score -8146893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -8146893.000000 Penalty: 5480.784668
	Iteration 26F: 3 clusters Score -8146893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -28938.740234 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -28938.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27690.917969 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -27690.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27790.115234 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -27790.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27797.064453 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -27797.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27805.949219 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -27805.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27814.314453 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -27814.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27818.841797 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -27818.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27824.189453 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -27824.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27828.886719 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -27828.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27828.886719 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -27828.89 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: -142887.265625 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -142887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140825.625000 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -140825.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -141134.234375 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -141134.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141207.000000 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -141207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -141237.218750 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -141237.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141261.500000 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -141261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -141280.312500 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -141280.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -141294.625000 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -141294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141303.515625 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -141303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141306.109375 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -141306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141310.484375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -141310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -141311.953125 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -141312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141313.718750 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -141313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141314.359375 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -141314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -141314.890625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -141314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141315.406250 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -141315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -141315.656250 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -141315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -141315.656250 Penalty: 3508.761963
	Iteration 16F: 3 clusters Score -141315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -60436.277344 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -60436.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58926.882812 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58926.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59183.195312 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -59183.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59338.828125 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -59338.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59517.582031 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -59517.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59770.792969 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -59770.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60088.074219 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -60088.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60427.574219 Penalty: 3126.099121
	Iteration 6F: 3 clusters Score -60427.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60712.582031 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -60712.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60799.753906 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -60799.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60864.226562 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -60864.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60947.718750 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -60947.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61066.316406 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -61066.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61272.148438 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -61272.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61332.753906 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -61332.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61332.753906 Penalty: 3126.099121
	Iteration 14F: 3 clusters Score -61332.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 143395 members 
Mstep: Class 3 contains 223066 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 96852 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 90336 members 
Mstep: Class 9 contains 192247 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 45340 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 62942 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 153 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
Score: -138556464.000000 Penalty: 86203.304688
Splitting cluster 22 changes total score from -138557648.000000 to -138556464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -98340.171875 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -98340.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96510.796875 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -96510.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96772.695312 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -96772.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96861.539062 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -96861.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96932.460938 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -96932.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96973.820312 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -96973.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97048.773438 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -97048.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97121.257812 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -97121.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97181.929688 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -97181.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97234.484375 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -97234.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97280.960938 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -97280.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97316.109375 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -97316.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97357.828125 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -97357.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97398.898438 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -97398.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97430.031250 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -97430.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97454.054688 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -97454.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97480.515625 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -97480.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97531.781250 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -97531.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97599.851562 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -97599.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97651.968750 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -97651.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97681.578125 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -97681.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97704.898438 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -97704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97720.382812 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -97720.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97724.796875 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -97724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97730.375000 Penalty: 3354.886963
	Iteration 23Q: 3 clusters Score -97730.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97736.085938 Penalty: 3354.886963
	Iteration 24Q: 3 clusters Score -97736.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97736.085938 Penalty: 3354.886963
	Iteration 25F: 3 clusters Score -97736.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -15428.566406 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -15428.57 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 68 members 
Entering Unmasked Estep 
Score: -14438.209961 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -14438.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14500.497070 Penalty: 2495.097168
	Iteration 1Q: 3 clusters Score -14500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14514.186523 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -14514.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14523.111328 Penalty: 2495.097168
	Iteration 3Q: 3 clusters Score -14523.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14523.111328 Penalty: 2495.097168
	Iteration 4F: 3 clusters Score -14523.11 nChanged 0
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -416217760.000000 Penalty: 89294.117188
21->25 Clusters: Score -416217760.000000, best is -416194432.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 52073 members 
Mstep: Class 3 contains 51928 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 51966 members 
Mstep: Class 6 contains 52406 members 
Mstep: Class 7 contains 52173 members 
Mstep: Class 8 contains 52032 members 
Mstep: Class 9 contains 52093 members 
Mstep: Class 10 contains 52079 members 
Mstep: Class 11 contains 52199 members 
Mstep: Class 12 contains 52013 members 
Mstep: Class 13 contains 52314 members 
Mstep: Class 14 contains 51875 members 
Mstep: Class 15 contains 51800 members 
Mstep: Class 16 contains 52120 members 
Mstep: Class 17 contains 52010 members 
Mstep: Class 18 contains 52143 members 
Mstep: Class 19 contains 51619 members 
Mstep: Class 20 contains 51933 members 
Mstep: Class 21 contains 51752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 463.638977 but Gain 3448.125000
Score: -133388000.000000 Penalty: 68962.648438
Iteration 0F: 21 clusters Score -1.33388e+08 nChanged 1036439
Entering Unmasked Mstep 
Mstep: Class 0 contains 2893 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 42590 members 
Mstep: Class 3 contains 22714 members 
Mstep: Class 4 contains 45030 members 
Mstep: Class 5 contains 17702 members 
Mstep: Class 6 contains 32293 members 
Mstep: Class 7 contains 142392 members 
Mstep: Class 8 contains 154175 members 
Mstep: Class 9 contains 40326 members 
Mstep: Class 10 contains 21852 members 
Mstep: Class 11 contains 92495 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 103836 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 70367 members 
Mstep: Class 16 contains 30179 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 18435 members 
Mstep: Class 20 contains 129586 members 
Mstep: Class 21 contains 30175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136675024.000000 Penalty: 68962.648438
Iteration 1F: 21 clusters Score -1.36675e+08 nChanged 366674
Entering Unmasked Mstep 
Mstep: Class 0 contains 2776 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 37410 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 30710 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 29310 members 
Mstep: Class 7 contains 208747 members 
Mstep: Class 8 contains 199847 members 
Mstep: Class 9 contains 24311 members 
Mstep: Class 10 contains 15713 members 
Mstep: Class 11 contains 88679 members 
Mstep: Class 12 contains 16049 members 
Mstep: Class 13 contains 96106 members 
Mstep: Class 14 contains 14382 members 
Mstep: Class 15 contains 60042 members 
Mstep: Class 16 contains 31709 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 20 contains 142712 members 
Mstep: Class 21 contains 18837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137225440.000000 Penalty: 68962.648438
Iteration 2F: 21 clusters Score -1.372254e+08 nChanged 278675
Entering Unmasked Mstep 
Mstep: Class 0 contains 2262 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 22115 members 
Mstep: Class 5 contains 17870 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 262042 members 
Mstep: Class 8 contains 209392 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 10724 members 
Mstep: Class 11 contains 82517 members 
Mstep: Class 12 contains 17450 members 
Mstep: Class 13 contains 80999 members 
Mstep: Class 14 contains 15327 members 
Mstep: Class 15 contains 49246 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 5471 members 
Mstep: Class 20 contains 143768 members 
Mstep: Class 21 contains 15728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137511664.000000 Penalty: 68962.648438
Iteration 3F: 21 clusters Score -1.375117e+08 nChanged 222220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1555 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 59948 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 20961 members 
Mstep: Class 6 contains 19152 members 
Mstep: Class 7 contains 269362 members 
Mstep: Class 8 contains 207829 members 
Mstep: Class 9 contains 9213 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 78812 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 13 contains 68070 members 
Mstep: Class 14 contains 15312 members 
Mstep: Class 15 contains 40685 members 
Mstep: Class 16 contains 60713 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 20 contains 150817 members 
Mstep: Class 21 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2424.310059 but Gain 3448.136719
Score: -137768320.000000 Penalty: 65514.511719
Iteration 4F: 20 clusters Score -1.377683e+08 nChanged 175395
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 80236 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 16022 members 
Mstep: Class 5 contains 21949 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 256535 members 
Mstep: Class 8 contains 208007 members 
Mstep: Class 9 contains 6331 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 73062 members 
Mstep: Class 12 contains 32122 members 
Mstep: Class 13 contains 56877 members 
Mstep: Class 14 contains 13504 members 
Mstep: Class 15 contains 31831 members 
Mstep: Class 16 contains 78601 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 20 contains 166204 members 
Mstep: Class 21 contains 12335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137955600.000000 Penalty: 65514.511719
Iteration 5F: 20 clusters Score -1.379556e+08 nChanged 147372
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 101964 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 13223 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 244141 members 
Mstep: Class 8 contains 201906 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 63854 members 
Mstep: Class 12 contains 38623 members 
Mstep: Class 13 contains 44861 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 23801 members 
Mstep: Class 16 contains 92305 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 20 contains 188898 members 
Mstep: Class 21 contains 10648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138063760.000000 Penalty: 65514.511719
Iteration 6F: 20 clusters Score -1.380638e+08 nChanged 136006
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 123323 members 
Mstep: Class 3 contains 4726 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 21270 members 
Mstep: Class 6 contains 7838 members 
Mstep: Class 7 contains 232901 members 
Mstep: Class 8 contains 188925 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 4197 members 
Mstep: Class 11 contains 52064 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 33017 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 16 contains 102344 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 20 contains 219535 members 
Mstep: Class 21 contains 9388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138154352.000000 Penalty: 65514.511719
Iteration 7F: 20 clusters Score -1.381544e+08 nChanged 130859
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 142171 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 7140 members 
Mstep: Class 5 contains 21275 members 
Mstep: Class 6 contains 5294 members 
Mstep: Class 7 contains 214890 members 
Mstep: Class 8 contains 169687 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 40337 members 
Mstep: Class 12 contains 48675 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 108633 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 20 contains 262847 members 
Mstep: Class 21 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138198368.000000 Penalty: 65514.511719
Iteration 8F: 20 clusters Score -1.381984e+08 nChanged 128611
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 159491 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 5 contains 21682 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 197888 members 
Mstep: Class 8 contains 156903 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 33067 members 
Mstep: Class 12 contains 53263 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 114392 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 20 contains 287172 members 
Mstep: Class 21 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138237952.000000 Penalty: 65514.511719
Iteration 9F: 20 clusters Score -1.38238e+08 nChanged 100176
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 175160 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 22501 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 199508 members 
Mstep: Class 8 contains 156210 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 28323 members 
Mstep: Class 12 contains 57316 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 8996 members 
Mstep: Class 16 contains 120600 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 20 contains 273882 members 
Mstep: Class 21 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3305.298584 but Gain 3448.132812
Score: -138293808.000000 Penalty: 62066.378906
Iteration 10F: 19 clusters Score -1.382938e+08 nChanged 74558
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 187377 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 23574 members 
Mstep: Class 7 contains 206957 members 
Mstep: Class 8 contains 157259 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 24945 members 
Mstep: Class 12 contains 60186 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 7782 members 
Mstep: Class 16 contains 125799 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 20 contains 256452 members 
Mstep: Class 21 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3196.469971 but Gain 3448.132812
Score: -138337520.000000 Penalty: 58618.246094
Iteration 11F: 18 clusters Score -1.383375e+08 nChanged 56341
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 197448 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 7 contains 212998 members 
Mstep: Class 8 contains 157837 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 4155 members 
Mstep: Class 11 contains 22703 members 
Mstep: Class 12 contains 61963 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 16 contains 129922 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 20 contains 241360 members 
Mstep: Class 21 contains 6498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138368464.000000 Penalty: 58618.246094
Iteration 12F: 18 clusters Score -1.383685e+08 nChanged 42685
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 206072 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 5 contains 26336 members 
Mstep: Class 7 contains 216746 members 
Mstep: Class 8 contains 157558 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 21098 members 
Mstep: Class 12 contains 63102 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 132965 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 20 contains 227443 members 
Mstep: Class 21 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138388368.000000 Penalty: 58618.246094
Iteration 13Q: 18 clusters Score -1.383884e+08 nChanged 36943
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 213679 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 5 contains 28000 members 
Mstep: Class 7 contains 217661 members 
Mstep: Class 8 contains 156254 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 19930 members 
Mstep: Class 12 contains 63779 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 135586 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 20 contains 217763 members 
Mstep: Class 21 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3020.957031 but Gain 3448.128906
Score: -138404336.000000 Penalty: 55170.117188
Iteration 14Q: 17 clusters Score -1.384043e+08 nChanged 35786
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 220916 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 5 contains 31465 members 
Mstep: Class 7 contains 216386 members 
Mstep: Class 8 contains 154025 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 19011 members 
Mstep: Class 12 contains 64205 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 15 contains 6988 members 
Mstep: Class 16 contains 137988 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 20 contains 211343 members 
Mstep: Class 21 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138417584.000000 Penalty: 55170.117188
Iteration 15Q: 17 clusters Score -1.384176e+08 nChanged 31204
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 226802 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 5 contains 33158 members 
Mstep: Class 7 contains 214075 members 
Mstep: Class 8 contains 151212 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 18202 members 
Mstep: Class 12 contains 64462 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 15 contains 7424 members 
Mstep: Class 16 contains 140373 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 20 contains 206882 members 
Mstep: Class 21 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138424896.000000 Penalty: 55170.117188
Iteration 16Q: 17 clusters Score -1.384249e+08 nChanged 28883
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 232114 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 5 contains 34761 members 
Mstep: Class 7 contains 211444 members 
Mstep: Class 8 contains 148505 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 17484 members 
Mstep: Class 12 contains 64642 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 142547 members 
Mstep: Class 17 contains 3477 members 
Mstep: Class 20 contains 203233 members 
Mstep: Class 21 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138430000.000000 Penalty: 55170.117188
Iteration 17Q: 17 clusters Score -1.3843e+08 nChanged 28011
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 236618 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 5 contains 36337 members 
Mstep: Class 7 contains 209050 members 
Mstep: Class 8 contains 145982 members 
Mstep: Class 9 contains 3780 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 16808 members 
Mstep: Class 12 contains 64799 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 15 contains 8480 members 
Mstep: Class 16 contains 144514 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 20 contains 200052 members 
Mstep: Class 21 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138433792.000000 Penalty: 55170.117188
Iteration 18Q: 17 clusters Score -1.384338e+08 nChanged 27219
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 240122 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 5 contains 37858 members 
Mstep: Class 7 contains 207235 members 
Mstep: Class 8 contains 143611 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 64895 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 146306 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 20 contains 197248 members 
Mstep: Class 21 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138436080.000000 Penalty: 55170.117188
Iteration 19Q: 17 clusters Score -1.384361e+08 nChanged 25537
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 242297 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 5 contains 39370 members 
Mstep: Class 7 contains 205889 members 
Mstep: Class 8 contains 141834 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 64985 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 147919 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 20 contains 194787 members 
Mstep: Class 21 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138437968.000000 Penalty: 55170.117188
Iteration 20F: 17 clusters Score -1.38438e+08 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 243193 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 5 contains 40795 members 
Mstep: Class 7 contains 204793 members 
Mstep: Class 8 contains 140893 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 65092 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 15 contains 10330 members 
Mstep: Class 16 contains 149401 members 
Mstep: Class 17 contains 3410 members 
Mstep: Class 20 contains 192550 members 
Mstep: Class 21 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138439184.000000 Penalty: 55170.117188
Iteration 21Q: 17 clusters Score -1.384392e+08 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 242811 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 5 contains 42137 members 
Mstep: Class 7 contains 203894 members 
Mstep: Class 8 contains 140596 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 7102 members 
Mstep: Class 11 contains 14766 members 
Mstep: Class 12 contains 65160 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 150930 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 20 contains 190720 members 
Mstep: Class 21 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3387.247803 but Gain 3448.132812
Score: -138442272.000000 Penalty: 51721.984375
Iteration 22Q: 16 clusters Score -1.384423e+08 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 241860 members 
Mstep: Class 5 contains 43356 members 
Mstep: Class 7 contains 203902 members 
Mstep: Class 8 contains 141265 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 65213 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 152440 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 20 contains 189287 members 
Mstep: Class 21 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138447264.000000 Penalty: 51721.984375
Iteration 23Q: 16 clusters Score -1.384473e+08 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 239903 members 
Mstep: Class 5 contains 44472 members 
Mstep: Class 7 contains 203164 members 
Mstep: Class 8 contains 141788 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 65235 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 153919 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 20 contains 187912 members 
Mstep: Class 21 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138449984.000000 Penalty: 51721.984375
Iteration 24Q: 16 clusters Score -1.3845e+08 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 237544 members 
Mstep: Class 5 contains 45526 members 
Mstep: Class 7 contains 202519 members 
Mstep: Class 8 contains 142583 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 13795 members 
Mstep: Class 12 contains 65279 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 15 contains 13815 members 
Mstep: Class 16 contains 155252 members 
Mstep: Class 17 contains 3348 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 4848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138452736.000000 Penalty: 51721.984375
Iteration 25Q: 16 clusters Score -1.384527e+08 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 235104 members 
Mstep: Class 5 contains 46404 members 
Mstep: Class 7 contains 201944 members 
Mstep: Class 8 contains 143519 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 13583 members 
Mstep: Class 12 contains 65308 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 156520 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 20 contains 185536 members 
Mstep: Class 21 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138455728.000000 Penalty: 51721.984375
Iteration 26Q: 16 clusters Score -1.384557e+08 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 232807 members 
Mstep: Class 5 contains 47137 members 
Mstep: Class 7 contains 201455 members 
Mstep: Class 8 contains 144577 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 13382 members 
Mstep: Class 12 contains 65317 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 15 contains 15633 members 
Mstep: Class 16 contains 157667 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 184296 members 
Mstep: Class 21 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138458768.000000 Penalty: 51721.984375
Iteration 27Q: 16 clusters Score -1.384588e+08 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 230673 members 
Mstep: Class 5 contains 47758 members 
Mstep: Class 7 contains 200869 members 
Mstep: Class 8 contains 145646 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 65313 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 15 contains 16539 members 
Mstep: Class 16 contains 158678 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 183210 members 
Mstep: Class 21 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138461920.000000 Penalty: 51721.984375
Iteration 28Q: 16 clusters Score -1.384619e+08 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 228691 members 
Mstep: Class 5 contains 48319 members 
Mstep: Class 7 contains 200246 members 
Mstep: Class 8 contains 146606 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 10909 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 65307 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 15 contains 17450 members 
Mstep: Class 16 contains 159606 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 182169 members 
Mstep: Class 21 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138463984.000000 Penalty: 51721.984375
Iteration 29Q: 16 clusters Score -1.38464e+08 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 226997 members 
Mstep: Class 5 contains 48760 members 
Mstep: Class 7 contains 199667 members 
Mstep: Class 8 contains 147435 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 65330 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 15 contains 18323 members 
Mstep: Class 16 contains 160350 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 181236 members 
Mstep: Class 21 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138466912.000000 Penalty: 51721.984375
Iteration 30Q: 16 clusters Score -1.384669e+08 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 225442 members 
Mstep: Class 5 contains 49193 members 
Mstep: Class 7 contains 198906 members 
Mstep: Class 8 contains 148154 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 65329 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 161023 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 180618 members 
Mstep: Class 21 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138469456.000000 Penalty: 51721.984375
Iteration 31Q: 16 clusters Score -1.384695e+08 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 224036 members 
Mstep: Class 5 contains 49607 members 
Mstep: Class 7 contains 198010 members 
Mstep: Class 8 contains 148901 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 12365 members 
Mstep: Class 11 contains 12733 members 
Mstep: Class 12 contains 65295 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 161682 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 179994 members 
Mstep: Class 21 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138471152.000000 Penalty: 51721.984375
Iteration 32Q: 16 clusters Score -1.384712e+08 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 222693 members 
Mstep: Class 5 contains 49950 members 
Mstep: Class 7 contains 197079 members 
Mstep: Class 8 contains 149623 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 12618 members 
Mstep: Class 12 contains 65239 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 15 contains 20683 members 
Mstep: Class 16 contains 162205 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 179644 members 
Mstep: Class 21 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138473808.000000 Penalty: 51721.984375
Iteration 33Q: 16 clusters Score -1.384738e+08 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 221495 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 7 contains 195987 members 
Mstep: Class 8 contains 150270 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 12513 members 
Mstep: Class 12 contains 65185 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 15 contains 21366 members 
Mstep: Class 16 contains 162745 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 179496 members 
Mstep: Class 21 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138476288.000000 Penalty: 51721.984375
Iteration 34Q: 16 clusters Score -1.384763e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 220334 members 
Mstep: Class 5 contains 50439 members 
Mstep: Class 7 contains 194925 members 
Mstep: Class 8 contains 150818 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 12438 members 
Mstep: Class 12 contains 65145 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 15 contains 21975 members 
Mstep: Class 16 contains 163231 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 179599 members 
Mstep: Class 21 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138478256.000000 Penalty: 51721.984375
Iteration 35Q: 16 clusters Score -1.384783e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 219265 members 
Mstep: Class 5 contains 50619 members 
Mstep: Class 7 contains 193856 members 
Mstep: Class 8 contains 151303 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 12383 members 
Mstep: Class 12 contains 65107 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 15 contains 22483 members 
Mstep: Class 16 contains 163671 members 
Mstep: Class 17 contains 3342 members 
Mstep: Class 20 contains 179887 members 
Mstep: Class 21 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138480288.000000 Penalty: 51721.984375
Iteration 36Q: 16 clusters Score -1.384803e+08 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 218242 members 
Mstep: Class 5 contains 50776 members 
Mstep: Class 7 contains 192705 members 
Mstep: Class 8 contains 151826 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 14340 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 65062 members 
Mstep: Class 13 contains 3964 members 
Mstep: Class 15 contains 22947 members 
Mstep: Class 16 contains 164016 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 180373 members 
Mstep: Class 21 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138482016.000000 Penalty: 51721.984375
Iteration 37Q: 16 clusters Score -1.38482e+08 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 217320 members 
Mstep: Class 5 contains 50917 members 
Mstep: Class 7 contains 191594 members 
Mstep: Class 8 contains 152311 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 12251 members 
Mstep: Class 12 contains 65010 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 15 contains 23350 members 
Mstep: Class 16 contains 164403 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 180849 members 
Mstep: Class 21 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138483424.000000 Penalty: 51721.984375
Iteration 38Q: 16 clusters Score -1.384834e+08 nChanged 9176
Entering ConstructFrom: 
Score: -138483424.000000 Penalty: 51721.984375
Entering ConstructFrom: 
Trying to split cluster 1 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -749042.312500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -749042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -743783.062500 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -743783.1 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -745172.125000 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -745172.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -745441.250000 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -745441.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -745611.250000 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -745611.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -745740.875000 Penalty: 4323.320312
	Iteration 4Q: 3 clusters Score -745740.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -745835.312500 Penalty: 4323.320312
	Iteration 5Q: 3 clusters Score -745835.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -745905.375000 Penalty: 4323.320312
	Iteration 6Q: 3 clusters Score -745905.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -745977.375000 Penalty: 4323.320312
	Iteration 7Q: 3 clusters Score -745977.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -746048.562500 Penalty: 4323.320312
	Iteration 8Q: 3 clusters Score -746048.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -746124.562500 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -746124.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -746207.812500 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -746207.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -746286.750000 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -746286.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -746382.562500 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -746382.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -746477.062500 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -746477.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -746577.375000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -746577.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -746669.437500 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -746669.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -746760.187500 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -746760.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -746858.750000 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -746858.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -746962.687500 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -746962.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -747068.562500 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -747068.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -747188.625000 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -747188.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -747286.562500 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -747286.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -747358.000000 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -747358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -747413.437500 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -747413.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -747458.000000 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -747458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -747492.312500 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -747492.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -747538.000000 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -747538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -747604.437500 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -747604.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -747657.062500 Penalty: 4323.320312
	Iteration 28Q: 3 clusters Score -747657.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -747696.625000 Penalty: 4323.320312
	Iteration 29Q: 3 clusters Score -747696.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -747721.750000 Penalty: 4323.320312
	Iteration 30Q: 3 clusters Score -747721.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -747751.000000 Penalty: 4323.320312
	Iteration 31Q: 3 clusters Score -747751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -747782.000000 Penalty: 4323.320312
	Iteration 32Q: 3 clusters Score -747782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -747811.562500 Penalty: 4323.320312
	Iteration 33Q: 3 clusters Score -747811.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -747854.375000 Penalty: 4323.320312
	Iteration 34Q: 3 clusters Score -747854.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -747892.687500 Penalty: 4323.320312
	Iteration 35Q: 3 clusters Score -747892.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -747919.312500 Penalty: 4323.320312
	Iteration 36Q: 3 clusters Score -747919.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -747932.750000 Penalty: 4323.320312
	Iteration 37Q: 3 clusters Score -747932.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -747944.125000 Penalty: 4323.320312
	Iteration 38Q: 3 clusters Score -747944.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -747951.125000 Penalty: 4323.320312
	Iteration 39Q: 3 clusters Score -747951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -747958.437500 Penalty: 4323.320312
	Iteration 40F: 3 clusters Score -747958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -747963.937500 Penalty: 4323.320312
	Iteration 41Q: 3 clusters Score -747963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -747965.687500 Penalty: 4323.320312
	Iteration 42Q: 3 clusters Score -747965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -747967.437500 Penalty: 4323.320312
	Iteration 43Q: 3 clusters Score -747967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -747968.375000 Penalty: 4323.320312
	Iteration 44Q: 3 clusters Score -747968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -747968.687500 Penalty: 4323.320312
	Iteration 45Q: 3 clusters Score -747968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -747968.187500 Penalty: 4323.320312
	Iteration 46Q: 3 clusters Score -747968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -747973.250000 Penalty: 4323.320312
	Iteration 47Q: 3 clusters Score -747973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -747975.875000 Penalty: 4323.320312
	Iteration 48Q: 3 clusters Score -747975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -747974.875000 Penalty: 4323.320312
	Iteration 49Q: 3 clusters Score -747974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -747976.312500 Penalty: 4323.320312
	Iteration 50Q: 3 clusters Score -747976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -747977.125000 Penalty: 4323.320312
	Iteration 51Q: 3 clusters Score -747977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -747977.562500 Penalty: 4323.320312
	Iteration 52Q: 3 clusters Score -747977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -747977.562500 Penalty: 4323.320312
	Iteration 53F: 3 clusters Score -747977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216315 members 
Entering Unmasked Estep 
Score: -27856992.000000 Penalty: 3046.553711
	Iteration 0F: 2 clusters Score -2.785699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -27719292.000000 Penalty: 6093.107422
	Iteration 0F: 3 clusters Score -2.771929e+07 nChanged 104137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 105385 members 
Entering Unmasked Estep 
Score: -27780340.000000 Penalty: 6093.107422
	Iteration 1F: 3 clusters Score -2.778034e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -27781596.000000 Penalty: 6093.107422
	Iteration 2Q: 3 clusters Score -2.77816e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -27783180.000000 Penalty: 6093.107422
	Iteration 3Q: 3 clusters Score -2.778318e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -27784946.000000 Penalty: 6093.107422
	Iteration 4Q: 3 clusters Score -2.778495e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -27787690.000000 Penalty: 6093.107422
	Iteration 5Q: 3 clusters Score -2.778769e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -27792428.000000 Penalty: 6093.107422
	Iteration 6Q: 3 clusters Score -2.779243e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -27800360.000000 Penalty: 6093.107422
	Iteration 7F: 3 clusters Score -2.780036e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -27812436.000000 Penalty: 6093.107422
	Iteration 8F: 3 clusters Score -2.781244e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179246 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -27826860.000000 Penalty: 6093.107422
	Iteration 9F: 3 clusters Score -2.782686e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193304 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -27839028.000000 Penalty: 6093.107422
	Iteration 10F: 3 clusters Score -2.783903e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202321 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -27846390.000000 Penalty: 6093.107422
	Iteration 11Q: 3 clusters Score -2.784639e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207135 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -27849912.000000 Penalty: 6093.107422
	Iteration 12Q: 3 clusters Score -2.784991e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209580 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -27851770.000000 Penalty: 6093.107422
	Iteration 13Q: 3 clusters Score -2.785177e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210853 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -27852636.000000 Penalty: 6093.107422
	Iteration 14Q: 3 clusters Score -2.785264e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211644 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -27853292.000000 Penalty: 6093.107422
	Iteration 15Q: 3 clusters Score -2.785329e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212169 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -27853564.000000 Penalty: 6093.107422
	Iteration 16Q: 3 clusters Score -2.785356e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212577 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -27853758.000000 Penalty: 6093.107422
	Iteration 17Q: 3 clusters Score -2.785376e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -27853820.000000 Penalty: 6093.107422
	Iteration 18Q: 3 clusters Score -2.785382e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213114 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -27853954.000000 Penalty: 6093.107422
	Iteration 19Q: 3 clusters Score -2.785395e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213281 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -27854000.000000 Penalty: 6093.107422
	Iteration 20F: 3 clusters Score -2.7854e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213426 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -27854036.000000 Penalty: 6093.107422
	Iteration 21Q: 3 clusters Score -2.785404e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213551 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -27854122.000000 Penalty: 6093.107422
	Iteration 22Q: 3 clusters Score -2.785412e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213651 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -27854168.000000 Penalty: 6093.107422
	Iteration 23Q: 3 clusters Score -2.785417e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213737 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -27854250.000000 Penalty: 6093.107422
	Iteration 24Q: 3 clusters Score -2.785425e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213824 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -27854268.000000 Penalty: 6093.107422
	Iteration 25Q: 3 clusters Score -2.785427e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213896 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -27854316.000000 Penalty: 6093.107422
	Iteration 26Q: 3 clusters Score -2.785432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213964 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -27854344.000000 Penalty: 6093.107422
	Iteration 27Q: 3 clusters Score -2.785434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214022 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -27854420.000000 Penalty: 6093.107422
	Iteration 28Q: 3 clusters Score -2.785442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214084 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -27854438.000000 Penalty: 6093.107422
	Iteration 29Q: 3 clusters Score -2.785444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214139 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -27854446.000000 Penalty: 6093.107422
	Iteration 30Q: 3 clusters Score -2.785445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214184 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -27854454.000000 Penalty: 6093.107422
	Iteration 31Q: 3 clusters Score -2.785445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214203 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -27854442.000000 Penalty: 6093.107422
	Iteration 32Q: 3 clusters Score -2.785444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214222 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -27854454.000000 Penalty: 6093.107422
	Iteration 33Q: 3 clusters Score -2.785445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214243 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -27854460.000000 Penalty: 6093.107422
	Iteration 34Q: 3 clusters Score -2.785446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214266 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -27854472.000000 Penalty: 6093.107422
	Iteration 35Q: 3 clusters Score -2.785447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214287 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -27854484.000000 Penalty: 6093.107422
	Iteration 36Q: 3 clusters Score -2.785448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -27854530.000000 Penalty: 6093.107422
	Iteration 37Q: 3 clusters Score -2.785453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214337 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -27854520.000000 Penalty: 6093.107422
	Iteration 38Q: 3 clusters Score -2.785452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214358 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -27854536.000000 Penalty: 6093.107422
	Iteration 39Q: 3 clusters Score -2.785454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -27854536.000000 Penalty: 6093.107422
	Iteration 40F: 3 clusters Score -2.785454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -27854548.000000 Penalty: 6093.107422
	Iteration 41Q: 3 clusters Score -2.785455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214405 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -27854560.000000 Penalty: 6093.107422
	Iteration 42Q: 3 clusters Score -2.785456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214422 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -27854558.000000 Penalty: 6093.107422
	Iteration 43Q: 3 clusters Score -2.785456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214441 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -27854572.000000 Penalty: 6093.107422
	Iteration 44Q: 3 clusters Score -2.785457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -27854576.000000 Penalty: 6093.107422
	Iteration 45Q: 3 clusters Score -2.785458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214457 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -27854576.000000 Penalty: 6093.107422
	Iteration 46Q: 3 clusters Score -2.785458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214463 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -27854574.000000 Penalty: 6093.107422
	Iteration 47Q: 3 clusters Score -2.785457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214464 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -27854590.000000 Penalty: 6093.107422
	Iteration 48Q: 3 clusters Score -2.785459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214468 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -27854594.000000 Penalty: 6093.107422
	Iteration 49Q: 3 clusters Score -2.785459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -27854586.000000 Penalty: 6093.107422
	Iteration 50Q: 3 clusters Score -2.785459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214473 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -27854584.000000 Penalty: 6093.107422
	Iteration 51Q: 3 clusters Score -2.785458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214474 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -27854582.000000 Penalty: 6093.107422
	Iteration 52Q: 3 clusters Score -2.785458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214476 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -27854594.000000 Penalty: 6093.107422
	Iteration 53Q: 3 clusters Score -2.785459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214477 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -27854582.000000 Penalty: 6093.107422
	Iteration 54Q: 3 clusters Score -2.785458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214479 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -27854582.000000 Penalty: 6093.107422
	Iteration 55Q: 3 clusters Score -2.785458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214482 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -27854586.000000 Penalty: 6093.107422
	Iteration 56Q: 3 clusters Score -2.785459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214484 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -27854578.000000 Penalty: 6093.107422
	Iteration 57Q: 3 clusters Score -2.785458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214489 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -27854606.000000 Penalty: 6093.107422
	Iteration 58Q: 3 clusters Score -2.785461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -27854590.000000 Penalty: 6093.107422
	Iteration 59Q: 3 clusters Score -2.785459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214496 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -27854600.000000 Penalty: 6093.107422
	Iteration 60F: 3 clusters Score -2.78546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214504 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -27854594.000000 Penalty: 6093.107422
	Iteration 61Q: 3 clusters Score -2.785459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214508 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -27854592.000000 Penalty: 6093.107422
	Iteration 62Q: 3 clusters Score -2.785459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214511 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -27854602.000000 Penalty: 6093.107422
	Iteration 63Q: 3 clusters Score -2.78546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214514 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -27854592.000000 Penalty: 6093.107422
	Iteration 64Q: 3 clusters Score -2.785459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214517 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -27854580.000000 Penalty: 6093.107422
	Iteration 65Q: 3 clusters Score -2.785458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -27854602.000000 Penalty: 6093.107422
	Iteration 66Q: 3 clusters Score -2.78546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -27854610.000000 Penalty: 6093.107422
	Iteration 67Q: 3 clusters Score -2.785461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -27854610.000000 Penalty: 6093.107422
	Iteration 68Q: 3 clusters Score -2.785461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214525 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -27854590.000000 Penalty: 6093.107422
	Iteration 69Q: 3 clusters Score -2.785459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214526 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -27854598.000000 Penalty: 6093.107422
	Iteration 70Q: 3 clusters Score -2.78546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214528 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -27854606.000000 Penalty: 6093.107422
	Iteration 71Q: 3 clusters Score -2.785461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214530 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -27854610.000000 Penalty: 6093.107422
	Iteration 72Q: 3 clusters Score -2.785461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214531 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -27854604.000000 Penalty: 6093.107422
	Iteration 73Q: 3 clusters Score -2.78546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214531 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -27854604.000000 Penalty: 6093.107422
	Iteration 74F: 3 clusters Score -2.78546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Entering Unmasked Estep 
Score: -6388559.500000 Penalty: 2688.570801
	Iteration 0F: 2 clusters Score -6388560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -6353934.500000 Penalty: 5377.141602
	Iteration 0F: 3 clusters Score -6353934 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -6368188.500000 Penalty: 5377.141602
	Iteration 1F: 3 clusters Score -6368188 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -6369989.000000 Penalty: 5377.141602
	Iteration 2F: 3 clusters Score -6369989 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6372334.500000 Penalty: 5377.141602
	Iteration 3F: 3 clusters Score -6372334 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -6375246.000000 Penalty: 5377.141602
	Iteration 4F: 3 clusters Score -6375246 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -6378505.000000 Penalty: 5377.141602
	Iteration 5F: 3 clusters Score -6378505 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -6381191.500000 Penalty: 5377.141602
	Iteration 6F: 3 clusters Score -6381192 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6382831.500000 Penalty: 5377.141602
	Iteration 7F: 3 clusters Score -6382832 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6383609.000000 Penalty: 5377.141602
	Iteration 8Q: 3 clusters Score -6383609 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6383826.000000 Penalty: 5377.141602
	Iteration 9Q: 3 clusters Score -6383826 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -6383968.500000 Penalty: 5377.141602
	Iteration 10Q: 3 clusters Score -6383968 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6384007.500000 Penalty: 5377.141602
	Iteration 11Q: 3 clusters Score -6384008 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -6384054.000000 Penalty: 5377.141602
	Iteration 12Q: 3 clusters Score -6384054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -6384039.500000 Penalty: 5377.141602
	Iteration 13Q: 3 clusters Score -6384040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -6384054.000000 Penalty: 5377.141602
	Iteration 14Q: 3 clusters Score -6384054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -6384041.000000 Penalty: 5377.141602
	Iteration 15Q: 3 clusters Score -6384041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6384059.000000 Penalty: 5377.141602
	Iteration 16Q: 3 clusters Score -6384059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -6384069.000000 Penalty: 5377.141602
	Iteration 17Q: 3 clusters Score -6384069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -6384087.500000 Penalty: 5377.141602
	Iteration 18Q: 3 clusters Score -6384088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6384096.000000 Penalty: 5377.141602
	Iteration 19Q: 3 clusters Score -6384096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6384100.500000 Penalty: 5377.141602
	Iteration 20F: 3 clusters Score -6384100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6384097.000000 Penalty: 5377.141602
	Iteration 21Q: 3 clusters Score -6384097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -6384094.500000 Penalty: 5377.141602
	Iteration 22Q: 3 clusters Score -6384094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -6384084.000000 Penalty: 5377.141602
	Iteration 23Q: 3 clusters Score -6384084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6384090.500000 Penalty: 5377.141602
	Iteration 24Q: 3 clusters Score -6384090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -6384086.000000 Penalty: 5377.141602
	Iteration 25Q: 3 clusters Score -6384086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -6384082.000000 Penalty: 5377.141602
	Iteration 26Q: 3 clusters Score -6384082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6384099.000000 Penalty: 5377.141602
	Iteration 27Q: 3 clusters Score -6384099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -6384102.000000 Penalty: 5377.141602
	Iteration 28Q: 3 clusters Score -6384102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6384098.500000 Penalty: 5377.141602
	Iteration 29Q: 3 clusters Score -6384098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -6384108.500000 Penalty: 5377.141602
	Iteration 30Q: 3 clusters Score -6384108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6384102.000000 Penalty: 5377.141602
	Iteration 31Q: 3 clusters Score -6384102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -6384114.500000 Penalty: 5377.141602
	Iteration 32Q: 3 clusters Score -6384114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6384108.000000 Penalty: 5377.141602
	Iteration 33Q: 3 clusters Score -6384108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6384125.500000 Penalty: 5377.141602
	Iteration 34Q: 3 clusters Score -6384126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6384125.000000 Penalty: 5377.141602
	Iteration 35Q: 3 clusters Score -6384125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -6384130.500000 Penalty: 5377.141602
	Iteration 36Q: 3 clusters Score -6384130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -6384134.000000 Penalty: 5377.141602
	Iteration 37Q: 3 clusters Score -6384134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -6384123.500000 Penalty: 5377.141602
	Iteration 38Q: 3 clusters Score -6384124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -6384116.500000 Penalty: 5377.141602
	Iteration 39Q: 3 clusters Score -6384116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -6384117.000000 Penalty: 5377.141602
	Iteration 40F: 3 clusters Score -6384117 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6384107.000000 Penalty: 5377.141602
	Iteration 41Q: 3 clusters Score -6384107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -6384116.000000 Penalty: 5377.141602
	Iteration 42Q: 3 clusters Score -6384116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -6384130.000000 Penalty: 5377.141602
	Iteration 43Q: 3 clusters Score -6384130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -6384123.500000 Penalty: 5377.141602
	Iteration 44Q: 3 clusters Score -6384124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6384142.000000 Penalty: 5377.141602
	Iteration 45Q: 3 clusters Score -6384142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6384137.500000 Penalty: 5377.141602
	Iteration 46Q: 3 clusters Score -6384138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6384153.500000 Penalty: 5377.141602
	Iteration 47Q: 3 clusters Score -6384154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -6384156.000000 Penalty: 5377.141602
	Iteration 48Q: 3 clusters Score -6384156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6384156.500000 Penalty: 5377.141602
	Iteration 49Q: 3 clusters Score -6384156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6384156.500000 Penalty: 5377.141602
	Iteration 50Q: 3 clusters Score -6384156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6384170.000000 Penalty: 5377.141602
	Iteration 51Q: 3 clusters Score -6384170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6384182.000000 Penalty: 5377.141602
	Iteration 52Q: 3 clusters Score -6384182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -6384175.000000 Penalty: 5377.141602
	Iteration 53Q: 3 clusters Score -6384175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6384204.500000 Penalty: 5377.141602
	Iteration 54Q: 3 clusters Score -6384204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -6384210.500000 Penalty: 5377.141602
	Iteration 55Q: 3 clusters Score -6384210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6384208.000000 Penalty: 5377.141602
	Iteration 56Q: 3 clusters Score -6384208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6384211.000000 Penalty: 5377.141602
	Iteration 57Q: 3 clusters Score -6384211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6384211.000000 Penalty: 5377.141602
	Iteration 58Q: 3 clusters Score -6384211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6384212.000000 Penalty: 5377.141602
	Iteration 59Q: 3 clusters Score -6384212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -6384202.500000 Penalty: 5377.141602
	Iteration 60F: 3 clusters Score -6384202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6384195.500000 Penalty: 5377.141602
	Iteration 61Q: 3 clusters Score -6384196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -6384189.500000 Penalty: 5377.141602
	Iteration 62Q: 3 clusters Score -6384190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -6384189.500000 Penalty: 5377.141602
	Iteration 63Q: 3 clusters Score -6384190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -6384183.000000 Penalty: 5377.141602
	Iteration 64Q: 3 clusters Score -6384183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6384181.000000 Penalty: 5377.141602
	Iteration 65Q: 3 clusters Score -6384181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -6384209.000000 Penalty: 5377.141602
	Iteration 66Q: 3 clusters Score -6384209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6384217.000000 Penalty: 5377.141602
	Iteration 67Q: 3 clusters Score -6384217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6384219.000000 Penalty: 5377.141602
	Iteration 68Q: 3 clusters Score -6384219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -6384215.500000 Penalty: 5377.141602
	Iteration 69Q: 3 clusters Score -6384216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6384217.500000 Penalty: 5377.141602
	Iteration 70Q: 3 clusters Score -6384218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -6384218.500000 Penalty: 5377.141602
	Iteration 71Q: 3 clusters Score -6384218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6384198.000000 Penalty: 5377.141602
	Iteration 72Q: 3 clusters Score -6384198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6384209.500000 Penalty: 5377.141602
	Iteration 73Q: 3 clusters Score -6384210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6384211.500000 Penalty: 5377.141602
	Iteration 74Q: 3 clusters Score -6384212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6384215.500000 Penalty: 5377.141602
	Iteration 75Q: 3 clusters Score -6384216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -6384224.500000 Penalty: 5377.141602
	Iteration 76Q: 3 clusters Score -6384224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -6384230.500000 Penalty: 5377.141602
	Iteration 77Q: 3 clusters Score -6384230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -6384257.000000 Penalty: 5377.141602
	Iteration 78Q: 3 clusters Score -6384257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -6384255.000000 Penalty: 5377.141602
	Iteration 79Q: 3 clusters Score -6384255 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -6384278.000000 Penalty: 5377.141602
	Iteration 80F: 3 clusters Score -6384278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6384273.500000 Penalty: 5377.141602
	Iteration 81Q: 3 clusters Score -6384274 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -6384262.000000 Penalty: 5377.141602
	Iteration 82Q: 3 clusters Score -6384262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6384278.500000 Penalty: 5377.141602
	Iteration 83Q: 3 clusters Score -6384278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -6384314.000000 Penalty: 5377.141602
	Iteration 84Q: 3 clusters Score -6384314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6384306.500000 Penalty: 5377.141602
	Iteration 85Q: 3 clusters Score -6384306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -6384336.000000 Penalty: 5377.141602
	Iteration 86Q: 3 clusters Score -6384336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -6384340.000000 Penalty: 5377.141602
	Iteration 87Q: 3 clusters Score -6384340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6384356.500000 Penalty: 5377.141602
	Iteration 88Q: 3 clusters Score -6384356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -6384367.000000 Penalty: 5377.141602
	Iteration 89Q: 3 clusters Score -6384367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -6384381.500000 Penalty: 5377.141602
	Iteration 90Q: 3 clusters Score -6384382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6384406.000000 Penalty: 5377.141602
	Iteration 91Q: 3 clusters Score -6384406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -6384386.000000 Penalty: 5377.141602
	Iteration 92Q: 3 clusters Score -6384386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -6384382.000000 Penalty: 5377.141602
	Iteration 93Q: 3 clusters Score -6384382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -6384391.500000 Penalty: 5377.141602
	Iteration 94Q: 3 clusters Score -6384392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -6384408.000000 Penalty: 5377.141602
	Iteration 95Q: 3 clusters Score -6384408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -6384418.500000 Penalty: 5377.141602
	Iteration 96Q: 3 clusters Score -6384418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -6384414.500000 Penalty: 5377.141602
	Iteration 97Q: 3 clusters Score -6384414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6384401.500000 Penalty: 5377.141602
	Iteration 98Q: 3 clusters Score -6384402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6384401.500000 Penalty: 5377.141602
	Iteration 99Q: 3 clusters Score -6384402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6384416.000000 Penalty: 5377.141602
	Iteration 100F: 3 clusters Score -6384416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -6384415.500000 Penalty: 5377.141602
	Iteration 101Q: 3 clusters Score -6384416 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -6384407.500000 Penalty: 5377.141602
	Iteration 102Q: 3 clusters Score -6384408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6384412.500000 Penalty: 5377.141602
	Iteration 103Q: 3 clusters Score -6384412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6384425.500000 Penalty: 5377.141602
	Iteration 104Q: 3 clusters Score -6384426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6384449.500000 Penalty: 5377.141602
	Iteration 105Q: 3 clusters Score -6384450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6384463.500000 Penalty: 5377.141602
	Iteration 106Q: 3 clusters Score -6384464 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -6384475.000000 Penalty: 5377.141602
	Iteration 107Q: 3 clusters Score -6384475 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6384458.000000 Penalty: 5377.141602
	Iteration 108Q: 3 clusters Score -6384458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -6384496.500000 Penalty: 5377.141602
	Iteration 109Q: 3 clusters Score -6384496 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6384510.500000 Penalty: 5377.141602
	Iteration 110Q: 3 clusters Score -6384510 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -6384529.500000 Penalty: 5377.141602
	Iteration 111Q: 3 clusters Score -6384530 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -6384521.000000 Penalty: 5377.141602
	Iteration 112Q: 3 clusters Score -6384521 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -6384519.000000 Penalty: 5377.141602
	Iteration 113Q: 3 clusters Score -6384519 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -6384530.500000 Penalty: 5377.141602
	Iteration 114Q: 3 clusters Score -6384530 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6384563.500000 Penalty: 5377.141602
	Iteration 115Q: 3 clusters Score -6384564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -6384590.000000 Penalty: 5377.141602
	Iteration 116Q: 3 clusters Score -6384590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6384620.500000 Penalty: 5377.141602
	Iteration 117Q: 3 clusters Score -6384620 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6384640.000000 Penalty: 5377.141602
	Iteration 118Q: 3 clusters Score -6384640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -6384662.500000 Penalty: 5377.141602
	Iteration 119Q: 3 clusters Score -6384662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -6384675.000000 Penalty: 5377.141602
	Iteration 120F: 3 clusters Score -6384675 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6384702.000000 Penalty: 5377.141602
	Iteration 121Q: 3 clusters Score -6384702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6384710.000000 Penalty: 5377.141602
	Iteration 122Q: 3 clusters Score -6384710 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -6384745.500000 Penalty: 5377.141602
	Iteration 123Q: 3 clusters Score -6384746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6384753.000000 Penalty: 5377.141602
	Iteration 124Q: 3 clusters Score -6384753 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -6384760.500000 Penalty: 5377.141602
	Iteration 125Q: 3 clusters Score -6384760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -6384777.000000 Penalty: 5377.141602
	Iteration 126Q: 3 clusters Score -6384777 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -6384794.000000 Penalty: 5377.141602
	Iteration 127Q: 3 clusters Score -6384794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6384794.500000 Penalty: 5377.141602
	Iteration 128Q: 3 clusters Score -6384794 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6384789.000000 Penalty: 5377.141602
	Iteration 129Q: 3 clusters Score -6384789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -6384820.500000 Penalty: 5377.141602
	Iteration 130Q: 3 clusters Score -6384820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6384857.000000 Penalty: 5377.141602
	Iteration 131Q: 3 clusters Score -6384857 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -6384863.000000 Penalty: 5377.141602
	Iteration 132Q: 3 clusters Score -6384863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -6384867.500000 Penalty: 5377.141602
	Iteration 133Q: 3 clusters Score -6384868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6384870.000000 Penalty: 5377.141602
	Iteration 134Q: 3 clusters Score -6384870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6384868.500000 Penalty: 5377.141602
	Iteration 135Q: 3 clusters Score -6384868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -6384891.500000 Penalty: 5377.141602
	Iteration 136Q: 3 clusters Score -6384892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -6384896.500000 Penalty: 5377.141602
	Iteration 137Q: 3 clusters Score -6384896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -6384897.500000 Penalty: 5377.141602
	Iteration 138Q: 3 clusters Score -6384898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6384938.000000 Penalty: 5377.141602
	Iteration 139Q: 3 clusters Score -6384938 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -6384954.000000 Penalty: 5377.141602
	Iteration 140F: 3 clusters Score -6384954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6384976.000000 Penalty: 5377.141602
	Iteration 141Q: 3 clusters Score -6384976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -6384997.000000 Penalty: 5377.141602
	Iteration 142Q: 3 clusters Score -6384997 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6385043.000000 Penalty: 5377.141602
	Iteration 143Q: 3 clusters Score -6385043 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -6385051.000000 Penalty: 5377.141602
	Iteration 144Q: 3 clusters Score -6385051 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6385080.000000 Penalty: 5377.141602
	Iteration 145Q: 3 clusters Score -6385080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -6385065.000000 Penalty: 5377.141602
	Iteration 146Q: 3 clusters Score -6385065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6385089.000000 Penalty: 5377.141602
	Iteration 147Q: 3 clusters Score -6385089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -6385074.000000 Penalty: 5377.141602
	Iteration 148Q: 3 clusters Score -6385074 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -6385096.000000 Penalty: 5377.141602
	Iteration 149Q: 3 clusters Score -6385096 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6385100.500000 Penalty: 5377.141602
	Iteration 150Q: 3 clusters Score -6385100 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -6385103.000000 Penalty: 5377.141602
	Iteration 151Q: 3 clusters Score -6385103 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -6385114.500000 Penalty: 5377.141602
	Iteration 152Q: 3 clusters Score -6385114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -6385127.500000 Penalty: 5377.141602
	Iteration 153Q: 3 clusters Score -6385128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6385137.000000 Penalty: 5377.141602
	Iteration 154Q: 3 clusters Score -6385137 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6385163.000000 Penalty: 5377.141602
	Iteration 155Q: 3 clusters Score -6385163 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6385161.000000 Penalty: 5377.141602
	Iteration 156Q: 3 clusters Score -6385161 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -6385185.000000 Penalty: 5377.141602
	Iteration 157Q: 3 clusters Score -6385185 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -6385207.000000 Penalty: 5377.141602
	Iteration 158Q: 3 clusters Score -6385207 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -6385227.500000 Penalty: 5377.141602
	Iteration 159Q: 3 clusters Score -6385228 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -6385223.000000 Penalty: 5377.141602
	Iteration 160F: 3 clusters Score -6385223 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -6385252.000000 Penalty: 5377.141602
	Iteration 161Q: 3 clusters Score -6385252 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -6385306.000000 Penalty: 5377.141602
	Iteration 162Q: 3 clusters Score -6385306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -6385316.500000 Penalty: 5377.141602
	Iteration 163Q: 3 clusters Score -6385316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -6385347.500000 Penalty: 5377.141602
	Iteration 164Q: 3 clusters Score -6385348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -6385366.500000 Penalty: 5377.141602
	Iteration 165Q: 3 clusters Score -6385366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6385375.500000 Penalty: 5377.141602
	Iteration 166Q: 3 clusters Score -6385376 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -6385390.000000 Penalty: 5377.141602
	Iteration 167Q: 3 clusters Score -6385390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -6385420.500000 Penalty: 5377.141602
	Iteration 168Q: 3 clusters Score -6385420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6385438.000000 Penalty: 5377.141602
	Iteration 169Q: 3 clusters Score -6385438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6385471.000000 Penalty: 5377.141602
	Iteration 170Q: 3 clusters Score -6385471 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -6385468.000000 Penalty: 5377.141602
	Iteration 171Q: 3 clusters Score -6385468 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6385507.000000 Penalty: 5377.141602
	Iteration 172Q: 3 clusters Score -6385507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -6385533.000000 Penalty: 5377.141602
	Iteration 173Q: 3 clusters Score -6385533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6385547.500000 Penalty: 5377.141602
	Iteration 174Q: 3 clusters Score -6385548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -6385547.500000 Penalty: 5377.141602
	Iteration 175Q: 3 clusters Score -6385548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -6385556.500000 Penalty: 5377.141602
	Iteration 176Q: 3 clusters Score -6385556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6385578.000000 Penalty: 5377.141602
	Iteration 177Q: 3 clusters Score -6385578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6385590.000000 Penalty: 5377.141602
	Iteration 178Q: 3 clusters Score -6385590 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -6385582.500000 Penalty: 5377.141602
	Iteration 179Q: 3 clusters Score -6385582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -6385613.500000 Penalty: 5377.141602
	Iteration 180F: 3 clusters Score -6385614 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -6385614.000000 Penalty: 5377.141602
	Iteration 181Q: 3 clusters Score -6385614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -6385651.500000 Penalty: 5377.141602
	Iteration 182Q: 3 clusters Score -6385652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -6385656.500000 Penalty: 5377.141602
	Iteration 183Q: 3 clusters Score -6385656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -6385673.000000 Penalty: 5377.141602
	Iteration 184Q: 3 clusters Score -6385673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -6385694.500000 Penalty: 5377.141602
	Iteration 185Q: 3 clusters Score -6385694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6385711.500000 Penalty: 5377.141602
	Iteration 186Q: 3 clusters Score -6385712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6385694.000000 Penalty: 5377.141602
	Iteration 187Q: 3 clusters Score -6385694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6385705.000000 Penalty: 5377.141602
	Iteration 188Q: 3 clusters Score -6385705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6385759.500000 Penalty: 5377.141602
	Iteration 189Q: 3 clusters Score -6385760 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6385763.500000 Penalty: 5377.141602
	Iteration 190Q: 3 clusters Score -6385764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -6385770.000000 Penalty: 5377.141602
	Iteration 191Q: 3 clusters Score -6385770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -6385768.500000 Penalty: 5377.141602
	Iteration 192Q: 3 clusters Score -6385768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -6385786.000000 Penalty: 5377.141602
	Iteration 193Q: 3 clusters Score -6385786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -6385805.000000 Penalty: 5377.141602
	Iteration 194Q: 3 clusters Score -6385805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6385824.000000 Penalty: 5377.141602
	Iteration 195Q: 3 clusters Score -6385824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -6385844.500000 Penalty: 5377.141602
	Iteration 196Q: 3 clusters Score -6385844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6385838.500000 Penalty: 5377.141602
	Iteration 197Q: 3 clusters Score -6385838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -6385843.500000 Penalty: 5377.141602
	Iteration 198Q: 3 clusters Score -6385844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6385846.500000 Penalty: 5377.141602
	Iteration 199Q: 3 clusters Score -6385846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6385855.500000 Penalty: 5377.141602
	Iteration 200F: 3 clusters Score -6385856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -6385858.000000 Penalty: 5377.141602
	Iteration 201Q: 3 clusters Score -6385858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -6385852.000000 Penalty: 5377.141602
	Iteration 202Q: 3 clusters Score -6385852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -6385846.000000 Penalty: 5377.141602
	Iteration 203Q: 3 clusters Score -6385846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -6385852.000000 Penalty: 5377.141602
	Iteration 204Q: 3 clusters Score -6385852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -6385868.500000 Penalty: 5377.141602
	Iteration 205Q: 3 clusters Score -6385868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6385875.000000 Penalty: 5377.141602
	Iteration 206Q: 3 clusters Score -6385875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6385890.000000 Penalty: 5377.141602
	Iteration 207Q: 3 clusters Score -6385890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -6385916.000000 Penalty: 5377.141602
	Iteration 208Q: 3 clusters Score -6385916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -6385897.500000 Penalty: 5377.141602
	Iteration 209Q: 3 clusters Score -6385898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -6385906.500000 Penalty: 5377.141602
	Iteration 210Q: 3 clusters Score -6385906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -6385914.500000 Penalty: 5377.141602
	Iteration 211Q: 3 clusters Score -6385914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -6385927.500000 Penalty: 5377.141602
	Iteration 212Q: 3 clusters Score -6385928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -6385925.500000 Penalty: 5377.141602
	Iteration 213Q: 3 clusters Score -6385926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -6385938.000000 Penalty: 5377.141602
	Iteration 214Q: 3 clusters Score -6385938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -6385956.000000 Penalty: 5377.141602
	Iteration 215Q: 3 clusters Score -6385956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -6385961.000000 Penalty: 5377.141602
	Iteration 216Q: 3 clusters Score -6385961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6385954.500000 Penalty: 5377.141602
	Iteration 217Q: 3 clusters Score -6385954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6385971.000000 Penalty: 5377.141602
	Iteration 218Q: 3 clusters Score -6385971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6385981.000000 Penalty: 5377.141602
	Iteration 219Q: 3 clusters Score -6385981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -6386005.500000 Penalty: 5377.141602
	Iteration 220F: 3 clusters Score -6386006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -6385986.000000 Penalty: 5377.141602
	Iteration 221Q: 3 clusters Score -6385986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6386012.000000 Penalty: 5377.141602
	Iteration 222Q: 3 clusters Score -6386012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -6386031.000000 Penalty: 5377.141602
	Iteration 223Q: 3 clusters Score -6386031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -6386024.500000 Penalty: 5377.141602
	Iteration 224Q: 3 clusters Score -6386024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -6386031.500000 Penalty: 5377.141602
	Iteration 225Q: 3 clusters Score -6386032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6386034.000000 Penalty: 5377.141602
	Iteration 226Q: 3 clusters Score -6386034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6386031.500000 Penalty: 5377.141602
	Iteration 227Q: 3 clusters Score -6386032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -6386045.500000 Penalty: 5377.141602
	Iteration 228Q: 3 clusters Score -6386046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -6386040.000000 Penalty: 5377.141602
	Iteration 229Q: 3 clusters Score -6386040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -6386054.000000 Penalty: 5377.141602
	Iteration 230Q: 3 clusters Score -6386054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -6386062.500000 Penalty: 5377.141602
	Iteration 231Q: 3 clusters Score -6386062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -6386069.000000 Penalty: 5377.141602
	Iteration 232Q: 3 clusters Score -6386069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -6386086.500000 Penalty: 5377.141602
	Iteration 233Q: 3 clusters Score -6386086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6386087.500000 Penalty: 5377.141602
	Iteration 234Q: 3 clusters Score -6386088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6386093.500000 Penalty: 5377.141602
	Iteration 235Q: 3 clusters Score -6386094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6386104.000000 Penalty: 5377.141602
	Iteration 236Q: 3 clusters Score -6386104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -6386109.500000 Penalty: 5377.141602
	Iteration 237Q: 3 clusters Score -6386110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6386121.500000 Penalty: 5377.141602
	Iteration 238Q: 3 clusters Score -6386122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -6386133.500000 Penalty: 5377.141602
	Iteration 239Q: 3 clusters Score -6386134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -6386143.000000 Penalty: 5377.141602
	Iteration 240F: 3 clusters Score -6386143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -6386153.000000 Penalty: 5377.141602
	Iteration 241Q: 3 clusters Score -6386153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6386152.500000 Penalty: 5377.141602
	Iteration 242Q: 3 clusters Score -6386152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6386164.500000 Penalty: 5377.141602
	Iteration 243Q: 3 clusters Score -6386164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -6386176.500000 Penalty: 5377.141602
	Iteration 244Q: 3 clusters Score -6386176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -6386178.000000 Penalty: 5377.141602
	Iteration 245Q: 3 clusters Score -6386178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -6386185.000000 Penalty: 5377.141602
	Iteration 246Q: 3 clusters Score -6386185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -6386192.000000 Penalty: 5377.141602
	Iteration 247Q: 3 clusters Score -6386192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -6386225.500000 Penalty: 5377.141602
	Iteration 248Q: 3 clusters Score -6386226 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6386240.000000 Penalty: 5377.141602
	Iteration 249Q: 3 clusters Score -6386240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6386254.500000 Penalty: 5377.141602
	Iteration 250Q: 3 clusters Score -6386254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6386266.000000 Penalty: 5377.141602
	Iteration 251Q: 3 clusters Score -6386266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -6386293.000000 Penalty: 5377.141602
	Iteration 252Q: 3 clusters Score -6386293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6386321.500000 Penalty: 5377.141602
	Iteration 253Q: 3 clusters Score -6386322 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6386354.000000 Penalty: 5377.141602
	Iteration 254Q: 3 clusters Score -6386354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -6386376.000000 Penalty: 5377.141602
	Iteration 255Q: 3 clusters Score -6386376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6386369.500000 Penalty: 5377.141602
	Iteration 256Q: 3 clusters Score -6386370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -6386392.000000 Penalty: 5377.141602
	Iteration 257Q: 3 clusters Score -6386392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -6386421.500000 Penalty: 5377.141602
	Iteration 258Q: 3 clusters Score -6386422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6386432.500000 Penalty: 5377.141602
	Iteration 259Q: 3 clusters Score -6386432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -6386426.500000 Penalty: 5377.141602
	Iteration 260F: 3 clusters Score -6386426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6386440.000000 Penalty: 5377.141602
	Iteration 261Q: 3 clusters Score -6386440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -6386433.000000 Penalty: 5377.141602
	Iteration 262Q: 3 clusters Score -6386433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6386451.500000 Penalty: 5377.141602
	Iteration 263Q: 3 clusters Score -6386452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -6386474.500000 Penalty: 5377.141602
	Iteration 264Q: 3 clusters Score -6386474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -6386481.000000 Penalty: 5377.141602
	Iteration 265Q: 3 clusters Score -6386481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6386481.000000 Penalty: 5377.141602
	Iteration 266Q: 3 clusters Score -6386481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6386493.500000 Penalty: 5377.141602
	Iteration 267Q: 3 clusters Score -6386494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -6386497.500000 Penalty: 5377.141602
	Iteration 268Q: 3 clusters Score -6386498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -6386500.500000 Penalty: 5377.141602
	Iteration 269Q: 3 clusters Score -6386500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -6386522.500000 Penalty: 5377.141602
	Iteration 270Q: 3 clusters Score -6386522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -6386514.500000 Penalty: 5377.141602
	Iteration 271Q: 3 clusters Score -6386514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6386524.000000 Penalty: 5377.141602
	Iteration 272Q: 3 clusters Score -6386524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6386525.000000 Penalty: 5377.141602
	Iteration 273Q: 3 clusters Score -6386525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6386529.000000 Penalty: 5377.141602
	Iteration 274Q: 3 clusters Score -6386529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -6386534.000000 Penalty: 5377.141602
	Iteration 275Q: 3 clusters Score -6386534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6386537.500000 Penalty: 5377.141602
	Iteration 276Q: 3 clusters Score -6386538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -6386545.000000 Penalty: 5377.141602
	Iteration 277Q: 3 clusters Score -6386545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -6386560.000000 Penalty: 5377.141602
	Iteration 278Q: 3 clusters Score -6386560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -6386566.000000 Penalty: 5377.141602
	Iteration 279Q: 3 clusters Score -6386566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -6386558.500000 Penalty: 5377.141602
	Iteration 280F: 3 clusters Score -6386558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6386549.000000 Penalty: 5377.141602
	Iteration 281Q: 3 clusters Score -6386549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -6386541.000000 Penalty: 5377.141602
	Iteration 282Q: 3 clusters Score -6386541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6386553.000000 Penalty: 5377.141602
	Iteration 283Q: 3 clusters Score -6386553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -6386546.500000 Penalty: 5377.141602
	Iteration 284Q: 3 clusters Score -6386546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -6386551.000000 Penalty: 5377.141602
	Iteration 285Q: 3 clusters Score -6386551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -6386547.000000 Penalty: 5377.141602
	Iteration 286Q: 3 clusters Score -6386547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6386562.000000 Penalty: 5377.141602
	Iteration 287Q: 3 clusters Score -6386562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -6386554.500000 Penalty: 5377.141602
	Iteration 288Q: 3 clusters Score -6386554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -6386557.500000 Penalty: 5377.141602
	Iteration 289Q: 3 clusters Score -6386558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -6386558.500000 Penalty: 5377.141602
	Iteration 290Q: 3 clusters Score -6386558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -6386558.000000 Penalty: 5377.141602
	Iteration 291Q: 3 clusters Score -6386558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6386557.000000 Penalty: 5377.141602
	Iteration 292Q: 3 clusters Score -6386557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -6386560.000000 Penalty: 5377.141602
	Iteration 293Q: 3 clusters Score -6386560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6386559.500000 Penalty: 5377.141602
	Iteration 294Q: 3 clusters Score -6386560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6386555.000000 Penalty: 5377.141602
	Iteration 295Q: 3 clusters Score -6386555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6386573.500000 Penalty: 5377.141602
	Iteration 296Q: 3 clusters Score -6386574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6386564.000000 Penalty: 5377.141602
	Iteration 297Q: 3 clusters Score -6386564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -6386571.000000 Penalty: 5377.141602
	Iteration 298Q: 3 clusters Score -6386571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -6386575.500000 Penalty: 5377.141602
	Iteration 299Q: 3 clusters Score -6386576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -6386585.000000 Penalty: 5377.141602
	Iteration 300F: 3 clusters Score -6386585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -6386595.500000 Penalty: 5377.141602
	Iteration 301Q: 3 clusters Score -6386596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6386584.500000 Penalty: 5377.141602
	Iteration 302Q: 3 clusters Score -6386584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6386586.500000 Penalty: 5377.141602
	Iteration 303Q: 3 clusters Score -6386586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6386584.000000 Penalty: 5377.141602
	Iteration 304Q: 3 clusters Score -6386584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6386593.500000 Penalty: 5377.141602
	Iteration 305Q: 3 clusters Score -6386594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6386595.500000 Penalty: 5377.141602
	Iteration 306Q: 3 clusters Score -6386596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6386590.500000 Penalty: 5377.141602
	Iteration 307Q: 3 clusters Score -6386590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6386608.500000 Penalty: 5377.141602
	Iteration 308Q: 3 clusters Score -6386608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6386608.000000 Penalty: 5377.141602
	Iteration 309Q: 3 clusters Score -6386608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -6386605.000000 Penalty: 5377.141602
	Iteration 310Q: 3 clusters Score -6386605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -6386610.000000 Penalty: 5377.141602
	Iteration 311Q: 3 clusters Score -6386610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6386601.500000 Penalty: 5377.141602
	Iteration 312Q: 3 clusters Score -6386602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6386595.000000 Penalty: 5377.141602
	Iteration 313Q: 3 clusters Score -6386595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6386589.000000 Penalty: 5377.141602
	Iteration 314Q: 3 clusters Score -6386589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6386594.000000 Penalty: 5377.141602
	Iteration 315Q: 3 clusters Score -6386594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -6386607.000000 Penalty: 5377.141602
	Iteration 316Q: 3 clusters Score -6386607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -6386601.000000 Penalty: 5377.141602
	Iteration 317Q: 3 clusters Score -6386601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6386600.000000 Penalty: 5377.141602
	Iteration 318Q: 3 clusters Score -6386600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6386614.500000 Penalty: 5377.141602
	Iteration 319Q: 3 clusters Score -6386614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6386612.500000 Penalty: 5377.141602
	Iteration 320F: 3 clusters Score -6386612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6386619.500000 Penalty: 5377.141602
	Iteration 321Q: 3 clusters Score -6386620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -6386617.500000 Penalty: 5377.141602
	Iteration 322Q: 3 clusters Score -6386618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6386623.000000 Penalty: 5377.141602
	Iteration 323Q: 3 clusters Score -6386623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6386620.000000 Penalty: 5377.141602
	Iteration 324Q: 3 clusters Score -6386620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -6386618.500000 Penalty: 5377.141602
	Iteration 325Q: 3 clusters Score -6386618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6386625.500000 Penalty: 5377.141602
	Iteration 326Q: 3 clusters Score -6386626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -6386625.000000 Penalty: 5377.141602
	Iteration 327Q: 3 clusters Score -6386625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6386637.000000 Penalty: 5377.141602
	Iteration 328Q: 3 clusters Score -6386637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -6386630.000000 Penalty: 5377.141602
	Iteration 329Q: 3 clusters Score -6386630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6386631.500000 Penalty: 5377.141602
	Iteration 330Q: 3 clusters Score -6386632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -6386631.500000 Penalty: 5377.141602
	Iteration 331Q: 3 clusters Score -6386632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6386633.000000 Penalty: 5377.141602
	Iteration 332Q: 3 clusters Score -6386633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -6386622.000000 Penalty: 5377.141602
	Iteration 333Q: 3 clusters Score -6386622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6386626.500000 Penalty: 5377.141602
	Iteration 334Q: 3 clusters Score -6386626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6386631.000000 Penalty: 5377.141602
	Iteration 335Q: 3 clusters Score -6386631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6386640.500000 Penalty: 5377.141602
	Iteration 336Q: 3 clusters Score -6386640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -6386631.000000 Penalty: 5377.141602
	Iteration 337Q: 3 clusters Score -6386631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6386634.500000 Penalty: 5377.141602
	Iteration 338Q: 3 clusters Score -6386634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6386634.000000 Penalty: 5377.141602
	Iteration 339Q: 3 clusters Score -6386634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -6386646.500000 Penalty: 5377.141602
	Iteration 340F: 3 clusters Score -6386646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6386642.500000 Penalty: 5377.141602
	Iteration 341Q: 3 clusters Score -6386642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6386645.500000 Penalty: 5377.141602
	Iteration 342Q: 3 clusters Score -6386646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6386649.000000 Penalty: 5377.141602
	Iteration 343Q: 3 clusters Score -6386649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -6386645.500000 Penalty: 5377.141602
	Iteration 344Q: 3 clusters Score -6386646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -6386645.500000 Penalty: 5377.141602
	Iteration 345F: 3 clusters Score -6386646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (190634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190634 members 
Entering Unmasked Estep 
Score: -24604360.000000 Penalty: 3015.211426
	Iteration 0F: 2 clusters Score -2.460436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -24479814.000000 Penalty: 6030.422852
	Iteration 0F: 3 clusters Score -2.447981e+07 nChanged 91825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -24533970.000000 Penalty: 6030.422852
	Iteration 1F: 3 clusters Score -2.453397e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -24535388.000000 Penalty: 6030.422852
	Iteration 2Q: 3 clusters Score -2.453539e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -24536700.000000 Penalty: 6030.422852
	Iteration 3Q: 3 clusters Score -2.45367e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -24538618.000000 Penalty: 6030.422852
	Iteration 4Q: 3 clusters Score -2.453862e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -24541240.000000 Penalty: 6030.422852
	Iteration 5Q: 3 clusters Score -2.454124e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -24544658.000000 Penalty: 6030.422852
	Iteration 6Q: 3 clusters Score -2.454466e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -24549192.000000 Penalty: 6030.422852
	Iteration 7Q: 3 clusters Score -2.454919e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -24555804.000000 Penalty: 6030.422852
	Iteration 8F: 3 clusters Score -2.45558e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -24563766.000000 Penalty: 6030.422852
	Iteration 9F: 3 clusters Score -2.456377e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -24570154.000000 Penalty: 6030.422852
	Iteration 10F: 3 clusters Score -2.457015e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -24573488.000000 Penalty: 6030.422852
	Iteration 11Q: 3 clusters Score -2.457349e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -24574480.000000 Penalty: 6030.422852
	Iteration 12Q: 3 clusters Score -2.457448e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -24574822.000000 Penalty: 6030.422852
	Iteration 13Q: 3 clusters Score -2.457482e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -24575086.000000 Penalty: 6030.422852
	Iteration 14Q: 3 clusters Score -2.457509e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -24575284.000000 Penalty: 6030.422852
	Iteration 15Q: 3 clusters Score -2.457528e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -24575456.000000 Penalty: 6030.422852
	Iteration 16Q: 3 clusters Score -2.457546e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -24575566.000000 Penalty: 6030.422852
	Iteration 17Q: 3 clusters Score -2.457557e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -24575770.000000 Penalty: 6030.422852
	Iteration 18Q: 3 clusters Score -2.457577e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -24575952.000000 Penalty: 6030.422852
	Iteration 19Q: 3 clusters Score -2.457595e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -24576220.000000 Penalty: 6030.422852
	Iteration 20F: 3 clusters Score -2.457622e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116229 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -24576482.000000 Penalty: 6030.422852
	Iteration 21Q: 3 clusters Score -2.457648e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -24576678.000000 Penalty: 6030.422852
	Iteration 22Q: 3 clusters Score -2.457668e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -24577034.000000 Penalty: 6030.422852
	Iteration 23Q: 3 clusters Score -2.457703e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -24577486.000000 Penalty: 6030.422852
	Iteration 24Q: 3 clusters Score -2.457749e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122784 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -24577818.000000 Penalty: 6030.422852
	Iteration 25Q: 3 clusters Score -2.457782e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -24578164.000000 Penalty: 6030.422852
	Iteration 26Q: 3 clusters Score -2.457816e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -24578698.000000 Penalty: 6030.422852
	Iteration 27Q: 3 clusters Score -2.45787e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -24579328.000000 Penalty: 6030.422852
	Iteration 28Q: 3 clusters Score -2.457933e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -24579932.000000 Penalty: 6030.422852
	Iteration 29Q: 3 clusters Score -2.457993e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -24580390.000000 Penalty: 6030.422852
	Iteration 30Q: 3 clusters Score -2.458039e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -24581108.000000 Penalty: 6030.422852
	Iteration 31Q: 3 clusters Score -2.458111e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138824 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -24581776.000000 Penalty: 6030.422852
	Iteration 32Q: 3 clusters Score -2.458178e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -24582748.000000 Penalty: 6030.422852
	Iteration 33Q: 3 clusters Score -2.458275e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144368 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -24583558.000000 Penalty: 6030.422852
	Iteration 34Q: 3 clusters Score -2.458356e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -24584584.000000 Penalty: 6030.422852
	Iteration 35Q: 3 clusters Score -2.458458e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -24585782.000000 Penalty: 6030.422852
	Iteration 36Q: 3 clusters Score -2.458578e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -24587126.000000 Penalty: 6030.422852
	Iteration 37Q: 3 clusters Score -2.458713e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -24588562.000000 Penalty: 6030.422852
	Iteration 38Q: 3 clusters Score -2.458856e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -24590142.000000 Penalty: 6030.422852
	Iteration 39Q: 3 clusters Score -2.459014e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -24591550.000000 Penalty: 6030.422852
	Iteration 40F: 3 clusters Score -2.459155e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -24593144.000000 Penalty: 6030.422852
	Iteration 41Q: 3 clusters Score -2.459314e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -24594472.000000 Penalty: 6030.422852
	Iteration 42Q: 3 clusters Score -2.459447e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -24596060.000000 Penalty: 6030.422852
	Iteration 43Q: 3 clusters Score -2.459606e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -24597392.000000 Penalty: 6030.422852
	Iteration 44Q: 3 clusters Score -2.459739e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174660 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -24598594.000000 Penalty: 6030.422852
	Iteration 45Q: 3 clusters Score -2.459859e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -24599556.000000 Penalty: 6030.422852
	Iteration 46Q: 3 clusters Score -2.459956e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -24600518.000000 Penalty: 6030.422852
	Iteration 47Q: 3 clusters Score -2.460052e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -24601194.000000 Penalty: 6030.422852
	Iteration 48Q: 3 clusters Score -2.460119e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182644 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -24601938.000000 Penalty: 6030.422852
	Iteration 49Q: 3 clusters Score -2.460194e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183987 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -24602450.000000 Penalty: 6030.422852
	Iteration 50Q: 3 clusters Score -2.460245e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185010 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -24602658.000000 Penalty: 6030.422852
	Iteration 51Q: 3 clusters Score -2.460266e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185795 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -24602906.000000 Penalty: 6030.422852
	Iteration 52Q: 3 clusters Score -2.460291e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -24603076.000000 Penalty: 6030.422852
	Iteration 53Q: 3 clusters Score -2.460308e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -24603116.000000 Penalty: 6030.422852
	Iteration 54Q: 3 clusters Score -2.460312e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187217 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -24603144.000000 Penalty: 6030.422852
	Iteration 55Q: 3 clusters Score -2.460314e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187496 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -24603204.000000 Penalty: 6030.422852
	Iteration 56Q: 3 clusters Score -2.46032e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187736 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -24603278.000000 Penalty: 6030.422852
	Iteration 57Q: 3 clusters Score -2.460328e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -24603310.000000 Penalty: 6030.422852
	Iteration 58Q: 3 clusters Score -2.460331e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -24603284.000000 Penalty: 6030.422852
	Iteration 59Q: 3 clusters Score -2.460328e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -24603326.000000 Penalty: 6030.422852
	Iteration 60F: 3 clusters Score -2.460333e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188200 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -24603348.000000 Penalty: 6030.422852
	Iteration 61Q: 3 clusters Score -2.460335e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -24603360.000000 Penalty: 6030.422852
	Iteration 62Q: 3 clusters Score -2.460336e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188307 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -24603360.000000 Penalty: 6030.422852
	Iteration 63Q: 3 clusters Score -2.460336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188336 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -24603416.000000 Penalty: 6030.422852
	Iteration 64Q: 3 clusters Score -2.460342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188354 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24603460.000000 Penalty: 6030.422852
	Iteration 65Q: 3 clusters Score -2.460346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -24603470.000000 Penalty: 6030.422852
	Iteration 66Q: 3 clusters Score -2.460347e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24603468.000000 Penalty: 6030.422852
	Iteration 67Q: 3 clusters Score -2.460347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24603492.000000 Penalty: 6030.422852
	Iteration 68Q: 3 clusters Score -2.460349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188407 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -24603486.000000 Penalty: 6030.422852
	Iteration 69Q: 3 clusters Score -2.460349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188410 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24603516.000000 Penalty: 6030.422852
	Iteration 70Q: 3 clusters Score -2.460352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188406 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24603506.000000 Penalty: 6030.422852
	Iteration 71Q: 3 clusters Score -2.460351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188405 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24603492.000000 Penalty: 6030.422852
	Iteration 72Q: 3 clusters Score -2.460349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188403 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24603496.000000 Penalty: 6030.422852
	Iteration 73Q: 3 clusters Score -2.46035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24603530.000000 Penalty: 6030.422852
	Iteration 74Q: 3 clusters Score -2.460353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188393 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -24603528.000000 Penalty: 6030.422852
	Iteration 75Q: 3 clusters Score -2.460353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188391 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -24603544.000000 Penalty: 6030.422852
	Iteration 76Q: 3 clusters Score -2.460354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -24603552.000000 Penalty: 6030.422852
	Iteration 77Q: 3 clusters Score -2.460355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188396 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -24603532.000000 Penalty: 6030.422852
	Iteration 78Q: 3 clusters Score -2.460353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188403 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24603540.000000 Penalty: 6030.422852
	Iteration 79Q: 3 clusters Score -2.460354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188405 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24603572.000000 Penalty: 6030.422852
	Iteration 80F: 3 clusters Score -2.460357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188408 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -24603556.000000 Penalty: 6030.422852
	Iteration 81Q: 3 clusters Score -2.460356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24603562.000000 Penalty: 6030.422852
	Iteration 82Q: 3 clusters Score -2.460356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188401 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24603566.000000 Penalty: 6030.422852
	Iteration 83Q: 3 clusters Score -2.460357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24603580.000000 Penalty: 6030.422852
	Iteration 84Q: 3 clusters Score -2.460358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188395 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24603570.000000 Penalty: 6030.422852
	Iteration 85Q: 3 clusters Score -2.460357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -24603586.000000 Penalty: 6030.422852
	Iteration 86Q: 3 clusters Score -2.460359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -24603598.000000 Penalty: 6030.422852
	Iteration 87Q: 3 clusters Score -2.46036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -24603598.000000 Penalty: 6030.422852
	Iteration 88Q: 3 clusters Score -2.46036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 89Q: 3 clusters Score -2.460358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24603576.000000 Penalty: 6030.422852
	Iteration 90Q: 3 clusters Score -2.460358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188382 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -24603572.000000 Penalty: 6030.422852
	Iteration 91Q: 3 clusters Score -2.460357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 92Q: 3 clusters Score -2.460358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24603574.000000 Penalty: 6030.422852
	Iteration 93Q: 3 clusters Score -2.460357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -24603570.000000 Penalty: 6030.422852
	Iteration 94Q: 3 clusters Score -2.460357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -24603586.000000 Penalty: 6030.422852
	Iteration 95Q: 3 clusters Score -2.460359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188371 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 96Q: 3 clusters Score -2.460358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188367 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24603562.000000 Penalty: 6030.422852
	Iteration 97Q: 3 clusters Score -2.460356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -24603564.000000 Penalty: 6030.422852
	Iteration 98Q: 3 clusters Score -2.460356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 99Q: 3 clusters Score -2.460358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188358 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 100F: 3 clusters Score -2.460358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188354 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24603572.000000 Penalty: 6030.422852
	Iteration 101Q: 3 clusters Score -2.460357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24603562.000000 Penalty: 6030.422852
	Iteration 102Q: 3 clusters Score -2.460356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24603564.000000 Penalty: 6030.422852
	Iteration 103Q: 3 clusters Score -2.460356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188352 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -24603574.000000 Penalty: 6030.422852
	Iteration 104Q: 3 clusters Score -2.460357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24603580.000000 Penalty: 6030.422852
	Iteration 105Q: 3 clusters Score -2.460358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24603578.000000 Penalty: 6030.422852
	Iteration 106Q: 3 clusters Score -2.460358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188352 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -24603576.000000 Penalty: 6030.422852
	Iteration 107Q: 3 clusters Score -2.460358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188353 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -24603574.000000 Penalty: 6030.422852
	Iteration 108Q: 3 clusters Score -2.460357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24603580.000000 Penalty: 6030.422852
	Iteration 109Q: 3 clusters Score -2.460358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24603580.000000 Penalty: 6030.422852
	Iteration 110F: 3 clusters Score -2.460358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Entering Unmasked Estep 
Score: -19766484.000000 Penalty: 2960.136475
	Iteration 0F: 2 clusters Score -1.976648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -19665890.000000 Penalty: 5920.272949
	Iteration 0F: 3 clusters Score -1.966589e+07 nChanged 72907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -19708144.000000 Penalty: 5920.272949
	Iteration 1F: 3 clusters Score -1.970814e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -19709192.000000 Penalty: 5920.272949
	Iteration 2Q: 3 clusters Score -1.970919e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -19710368.000000 Penalty: 5920.272949
	Iteration 3Q: 3 clusters Score -1.971037e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -19711962.000000 Penalty: 5920.272949
	Iteration 4Q: 3 clusters Score -1.971196e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -19714382.000000 Penalty: 5920.272949
	Iteration 5Q: 3 clusters Score -1.971438e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -19717996.000000 Penalty: 5920.272949
	Iteration 6Q: 3 clusters Score -1.9718e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -19723590.000000 Penalty: 5920.272949
	Iteration 7F: 3 clusters Score -1.972359e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -19731860.000000 Penalty: 5920.272949
	Iteration 8F: 3 clusters Score -1.973186e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -19740316.000000 Penalty: 5920.272949
	Iteration 9F: 3 clusters Score -1.974032e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -19746404.000000 Penalty: 5920.272949
	Iteration 10F: 3 clusters Score -1.97464e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -19749810.000000 Penalty: 5920.272949
	Iteration 11Q: 3 clusters Score -1.974981e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -19751652.000000 Penalty: 5920.272949
	Iteration 12Q: 3 clusters Score -1.975165e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -19752924.000000 Penalty: 5920.272949
	Iteration 13Q: 3 clusters Score -1.975292e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 116360 members 
Entering Unmasked Estep 
Score: -19753926.000000 Penalty: 5920.272949
	Iteration 14Q: 3 clusters Score -1.975393e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 118766 members 
Entering Unmasked Estep 
Score: -19754706.000000 Penalty: 5920.272949
	Iteration 15Q: 3 clusters Score -1.975471e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -19755506.000000 Penalty: 5920.272949
	Iteration 16Q: 3 clusters Score -1.975551e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -19756330.000000 Penalty: 5920.272949
	Iteration 17Q: 3 clusters Score -1.975633e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -19756926.000000 Penalty: 5920.272949
	Iteration 18Q: 3 clusters Score -1.975693e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -19757512.000000 Penalty: 5920.272949
	Iteration 19Q: 3 clusters Score -1.975751e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 129184 members 
Entering Unmasked Estep 
Score: -19758114.000000 Penalty: 5920.272949
	Iteration 20F: 3 clusters Score -1.975811e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 130921 members 
Entering Unmasked Estep 
Score: -19758522.000000 Penalty: 5920.272949
	Iteration 21Q: 3 clusters Score -1.975852e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 132587 members 
Entering Unmasked Estep 
Score: -19759112.000000 Penalty: 5920.272949
	Iteration 22Q: 3 clusters Score -1.975911e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 134260 members 
Entering Unmasked Estep 
Score: -19759604.000000 Penalty: 5920.272949
	Iteration 23Q: 3 clusters Score -1.97596e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 135846 members 
Entering Unmasked Estep 
Score: -19760090.000000 Penalty: 5920.272949
	Iteration 24Q: 3 clusters Score -1.976009e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -19760542.000000 Penalty: 5920.272949
	Iteration 25Q: 3 clusters Score -1.976054e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -19760928.000000 Penalty: 5920.272949
	Iteration 26Q: 3 clusters Score -1.976093e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -19761410.000000 Penalty: 5920.272949
	Iteration 27Q: 3 clusters Score -1.976141e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -19761836.000000 Penalty: 5920.272949
	Iteration 28Q: 3 clusters Score -1.976184e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 142695 members 
Entering Unmasked Estep 
Score: -19762264.000000 Penalty: 5920.272949
	Iteration 29Q: 3 clusters Score -1.976226e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -19762522.000000 Penalty: 5920.272949
	Iteration 30Q: 3 clusters Score -1.976252e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -19762788.000000 Penalty: 5920.272949
	Iteration 31Q: 3 clusters Score -1.976279e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -19762968.000000 Penalty: 5920.272949
	Iteration 32Q: 3 clusters Score -1.976297e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -19763262.000000 Penalty: 5920.272949
	Iteration 33Q: 3 clusters Score -1.976326e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -19763440.000000 Penalty: 5920.272949
	Iteration 34Q: 3 clusters Score -1.976344e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
Score: -19763608.000000 Penalty: 5920.272949
	Iteration 35Q: 3 clusters Score -1.976361e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -19763734.000000 Penalty: 5920.272949
	Iteration 36Q: 3 clusters Score -1.976373e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -19763866.000000 Penalty: 5920.272949
	Iteration 37Q: 3 clusters Score -1.976387e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 148942 members 
Entering Unmasked Estep 
Score: -19763910.000000 Penalty: 5920.272949
	Iteration 38Q: 3 clusters Score -1.976391e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -19763972.000000 Penalty: 5920.272949
	Iteration 39Q: 3 clusters Score -1.976397e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
Score: -19764052.000000 Penalty: 5920.272949
	Iteration 40F: 3 clusters Score -1.976405e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -19764150.000000 Penalty: 5920.272949
	Iteration 41Q: 3 clusters Score -1.976415e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -19764174.000000 Penalty: 5920.272949
	Iteration 42Q: 3 clusters Score -1.976417e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 149971 members 
Entering Unmasked Estep 
Score: -19764214.000000 Penalty: 5920.272949
	Iteration 43Q: 3 clusters Score -1.976421e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -19764202.000000 Penalty: 5920.272949
	Iteration 44Q: 3 clusters Score -1.97642e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -19764210.000000 Penalty: 5920.272949
	Iteration 45Q: 3 clusters Score -1.976421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -19764222.000000 Penalty: 5920.272949
	Iteration 46Q: 3 clusters Score -1.976422e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -19764236.000000 Penalty: 5920.272949
	Iteration 47Q: 3 clusters Score -1.976424e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 150398 members 
Entering Unmasked Estep 
Score: -19764276.000000 Penalty: 5920.272949
	Iteration 48Q: 3 clusters Score -1.976428e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 150459 members 
Entering Unmasked Estep 
Score: -19764292.000000 Penalty: 5920.272949
	Iteration 49Q: 3 clusters Score -1.976429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 150515 members 
Entering Unmasked Estep 
Score: -19764314.000000 Penalty: 5920.272949
	Iteration 50Q: 3 clusters Score -1.976431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 150562 members 
Entering Unmasked Estep 
Score: -19764320.000000 Penalty: 5920.272949
	Iteration 51Q: 3 clusters Score -1.976432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -19764314.000000 Penalty: 5920.272949
	Iteration 52Q: 3 clusters Score -1.976431e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -19764316.000000 Penalty: 5920.272949
	Iteration 53Q: 3 clusters Score -1.976432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 150672 members 
Entering Unmasked Estep 
Score: -19764316.000000 Penalty: 5920.272949
	Iteration 54Q: 3 clusters Score -1.976432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 150703 members 
Entering Unmasked Estep 
Score: -19764320.000000 Penalty: 5920.272949
	Iteration 55Q: 3 clusters Score -1.976432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 150734 members 
Entering Unmasked Estep 
Score: -19764298.000000 Penalty: 5920.272949
	Iteration 56Q: 3 clusters Score -1.97643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -19764328.000000 Penalty: 5920.272949
	Iteration 57Q: 3 clusters Score -1.976433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 150795 members 
Entering Unmasked Estep 
Score: -19764330.000000 Penalty: 5920.272949
	Iteration 58Q: 3 clusters Score -1.976433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -19764318.000000 Penalty: 5920.272949
	Iteration 59Q: 3 clusters Score -1.976432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -19764342.000000 Penalty: 5920.272949
	Iteration 60F: 3 clusters Score -1.976434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 150867 members 
Entering Unmasked Estep 
Score: -19764332.000000 Penalty: 5920.272949
	Iteration 61Q: 3 clusters Score -1.976433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -19764328.000000 Penalty: 5920.272949
	Iteration 62Q: 3 clusters Score -1.976433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -19764344.000000 Penalty: 5920.272949
	Iteration 63Q: 3 clusters Score -1.976434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -19764354.000000 Penalty: 5920.272949
	Iteration 64Q: 3 clusters Score -1.976435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -19764358.000000 Penalty: 5920.272949
	Iteration 65Q: 3 clusters Score -1.976436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -19764368.000000 Penalty: 5920.272949
	Iteration 66Q: 3 clusters Score -1.976437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -19764370.000000 Penalty: 5920.272949
	Iteration 67Q: 3 clusters Score -1.976437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -19764368.000000 Penalty: 5920.272949
	Iteration 68Q: 3 clusters Score -1.976437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -19764374.000000 Penalty: 5920.272949
	Iteration 69Q: 3 clusters Score -1.976437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -19764382.000000 Penalty: 5920.272949
	Iteration 70Q: 3 clusters Score -1.976438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -19764392.000000 Penalty: 5920.272949
	Iteration 71Q: 3 clusters Score -1.976439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -19764398.000000 Penalty: 5920.272949
	Iteration 72Q: 3 clusters Score -1.97644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -19764382.000000 Penalty: 5920.272949
	Iteration 73Q: 3 clusters Score -1.976438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -19764398.000000 Penalty: 5920.272949
	Iteration 74Q: 3 clusters Score -1.97644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -19764388.000000 Penalty: 5920.272949
	Iteration 75Q: 3 clusters Score -1.976439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -19764408.000000 Penalty: 5920.272949
	Iteration 76Q: 3 clusters Score -1.976441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -19764406.000000 Penalty: 5920.272949
	Iteration 77Q: 3 clusters Score -1.976441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -19764410.000000 Penalty: 5920.272949
	Iteration 78Q: 3 clusters Score -1.976441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -19764410.000000 Penalty: 5920.272949
	Iteration 79Q: 3 clusters Score -1.976441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -19764410.000000 Penalty: 5920.272949
	Iteration 80F: 3 clusters Score -1.976441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -270503.187500 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -270503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267754.031250 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -267754 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268445.843750 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -268445.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -268661.062500 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -268661.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -268772.625000 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -268772.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -268851.937500 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -268851.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -268926.093750 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -268926.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -269031.125000 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -269031.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -269132.031250 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -269132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -269240.406250 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -269240.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -269322.500000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -269322.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -269405.031250 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -269405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -269493.187500 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -269493.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -269581.406250 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -269581.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -269701.437500 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -269701.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -269793.531250 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -269793.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -269861.750000 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -269861.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -269917.750000 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -269917.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -269963.812500 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -269963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -270004.562500 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -270004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -270032.468750 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -270032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -270143.437500 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -270143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -270292.125000 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -270292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -270365.718750 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -270365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -270460.281250 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -270460.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -270508.312500 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -270508.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -270532.375000 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -270532.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -270546.781250 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -270546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -270557.750000 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -270557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270564.218750 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -270564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -270571.625000 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -270571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -270575.875000 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -270575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -270575.875000 Penalty: 3825.372070
	Iteration 31F: 3 clusters Score -270575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216315 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 7 contains 190634 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 378 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 181392 members 
Mstep: Class 21 contains 3931 members 
Entering Unmasked Estep 
Score: -138482608.000000 Penalty: 55170.117188
Splitting cluster 9 changes total score from -138483424.000000 to -138482608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -1975476.500000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -1975476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1964617.375000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -1964617 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1968000.375000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -1968000 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1968324.000000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -1968324 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1968562.750000 Penalty: 4766.421387
	Iteration 3Q: 3 clusters Score -1968563 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1968766.000000 Penalty: 4766.421387
	Iteration 4Q: 3 clusters Score -1968766 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1968954.000000 Penalty: 4766.421387
	Iteration 5Q: 3 clusters Score -1968954 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1969127.375000 Penalty: 4766.421387
	Iteration 6Q: 3 clusters Score -1969127 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1969335.500000 Penalty: 4766.421387
	Iteration 7Q: 3 clusters Score -1969336 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1969582.125000 Penalty: 4766.421387
	Iteration 8Q: 3 clusters Score -1969582 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1969889.000000 Penalty: 4766.421387
	Iteration 9Q: 3 clusters Score -1969889 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1970251.875000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -1970252 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1970723.750000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -1970724 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1971232.125000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -1971232 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1971662.125000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -1971662 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1972020.375000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -1972020 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1972254.750000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -1972255 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1972402.625000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -1972403 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1972503.375000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -1972503 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1972558.125000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -1972558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1972608.750000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -1972609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1972645.500000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -1972646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1972680.625000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -1972681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1972715.375000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -1972715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1972733.375000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -1972733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1972749.000000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -1972749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1972765.875000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -1972766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1972782.625000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -1972783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1972801.375000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -1972801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1972808.750000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -1972809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1972819.875000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -1972820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1972835.000000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -1972835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1972848.625000 Penalty: 4766.421387
	Iteration 31Q: 3 clusters Score -1972849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1972848.375000 Penalty: 4766.421387
	Iteration 32Q: 3 clusters Score -1972848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1972867.000000 Penalty: 4766.421387
	Iteration 33Q: 3 clusters Score -1972867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1972873.375000 Penalty: 4766.421387
	Iteration 34Q: 3 clusters Score -1972873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1972881.625000 Penalty: 4766.421387
	Iteration 35Q: 3 clusters Score -1972882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1972898.000000 Penalty: 4766.421387
	Iteration 36Q: 3 clusters Score -1972898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1972906.625000 Penalty: 4766.421387
	Iteration 37Q: 3 clusters Score -1972907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1972919.125000 Penalty: 4766.421387
	Iteration 38Q: 3 clusters Score -1972919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1972930.125000 Penalty: 4766.421387
	Iteration 39Q: 3 clusters Score -1972930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1972937.500000 Penalty: 4766.421387
	Iteration 40F: 3 clusters Score -1972938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1972951.000000 Penalty: 4766.421387
	Iteration 41Q: 3 clusters Score -1972951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1972963.375000 Penalty: 4766.421387
	Iteration 42Q: 3 clusters Score -1972963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1972981.125000 Penalty: 4766.421387
	Iteration 43Q: 3 clusters Score -1972981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1972998.125000 Penalty: 4766.421387
	Iteration 44Q: 3 clusters Score -1972998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1973014.750000 Penalty: 4766.421387
	Iteration 45Q: 3 clusters Score -1973015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1973023.750000 Penalty: 4766.421387
	Iteration 46Q: 3 clusters Score -1973024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1973032.125000 Penalty: 4766.421387
	Iteration 47Q: 3 clusters Score -1973032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1973039.375000 Penalty: 4766.421387
	Iteration 48Q: 3 clusters Score -1973039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1973049.750000 Penalty: 4766.421387
	Iteration 49Q: 3 clusters Score -1973050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1973056.250000 Penalty: 4766.421387
	Iteration 50Q: 3 clusters Score -1973056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1973060.500000 Penalty: 4766.421387
	Iteration 51Q: 3 clusters Score -1973060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1973075.250000 Penalty: 4766.421387
	Iteration 52Q: 3 clusters Score -1973075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1973086.750000 Penalty: 4766.421387
	Iteration 53Q: 3 clusters Score -1973087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1973090.750000 Penalty: 4766.421387
	Iteration 54Q: 3 clusters Score -1973091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1973095.625000 Penalty: 4766.421387
	Iteration 55Q: 3 clusters Score -1973096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1973111.875000 Penalty: 4766.421387
	Iteration 56Q: 3 clusters Score -1973112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1973113.875000 Penalty: 4766.421387
	Iteration 57Q: 3 clusters Score -1973114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1973120.500000 Penalty: 4766.421387
	Iteration 58Q: 3 clusters Score -1973120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1973124.375000 Penalty: 4766.421387
	Iteration 59Q: 3 clusters Score -1973124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1973128.750000 Penalty: 4766.421387
	Iteration 60F: 3 clusters Score -1973129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1973134.375000 Penalty: 4766.421387
	Iteration 61Q: 3 clusters Score -1973134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1973133.750000 Penalty: 4766.421387
	Iteration 62Q: 3 clusters Score -1973134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1973134.875000 Penalty: 4766.421387
	Iteration 63Q: 3 clusters Score -1973135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1973134.750000 Penalty: 4766.421387
	Iteration 64Q: 3 clusters Score -1973135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1973138.750000 Penalty: 4766.421387
	Iteration 65Q: 3 clusters Score -1973139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1973140.000000 Penalty: 4766.421387
	Iteration 66Q: 3 clusters Score -1973140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1973136.750000 Penalty: 4766.421387
	Iteration 67Q: 3 clusters Score -1973137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1973142.875000 Penalty: 4766.421387
	Iteration 68Q: 3 clusters Score -1973143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1973144.250000 Penalty: 4766.421387
	Iteration 69Q: 3 clusters Score -1973144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1973147.875000 Penalty: 4766.421387
	Iteration 70Q: 3 clusters Score -1973148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1973145.625000 Penalty: 4766.421387
	Iteration 71Q: 3 clusters Score -1973146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1973145.750000 Penalty: 4766.421387
	Iteration 72Q: 3 clusters Score -1973146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1973146.375000 Penalty: 4766.421387
	Iteration 73Q: 3 clusters Score -1973146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1973149.250000 Penalty: 4766.421387
	Iteration 74Q: 3 clusters Score -1973149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1973154.875000 Penalty: 4766.421387
	Iteration 75Q: 3 clusters Score -1973155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1973154.125000 Penalty: 4766.421387
	Iteration 76Q: 3 clusters Score -1973154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1973156.000000 Penalty: 4766.421387
	Iteration 77Q: 3 clusters Score -1973156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1973156.375000 Penalty: 4766.421387
	Iteration 78Q: 3 clusters Score -1973156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1973156.750000 Penalty: 4766.421387
	Iteration 79Q: 3 clusters Score -1973157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1973153.875000 Penalty: 4766.421387
	Iteration 80F: 3 clusters Score -1973154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1973158.000000 Penalty: 4766.421387
	Iteration 81Q: 3 clusters Score -1973158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1973156.250000 Penalty: 4766.421387
	Iteration 82Q: 3 clusters Score -1973156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1973156.250000 Penalty: 4766.421387
	Iteration 83F: 3 clusters Score -1973156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1561035.000000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1561035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1552043.000000 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1552043 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1554942.250000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1554942 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1555356.250000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1555356 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1555680.750000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -1555681 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1556020.750000 Penalty: 4666.551758
	Iteration 4Q: 3 clusters Score -1556021 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1556423.375000 Penalty: 4666.551758
	Iteration 5Q: 3 clusters Score -1556423 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1556899.125000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1556899 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1557358.250000 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1557358 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1557736.875000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1557737 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1558028.000000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -1558028 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1558301.000000 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -1558301 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1558539.875000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -1558540 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1558749.500000 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -1558750 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1558933.375000 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1558933 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1559060.750000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1559061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1559157.125000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1559157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1559212.875000 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1559213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1559251.875000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1559252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1559276.750000 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1559277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1559301.750000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1559302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1559320.750000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1559321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1559332.250000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1559332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1559344.875000 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1559345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1559354.500000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1559354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1559359.375000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1559359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1559366.375000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1559366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1559371.125000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1559371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1559378.875000 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1559379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1559386.125000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1559386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1559388.625000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1559389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1559389.875000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1559390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1559389.250000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1559389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1559392.750000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1559393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1559398.750000 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -1559399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1559401.000000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -1559401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1559399.000000 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -1559399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1559398.875000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -1559399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1559400.125000 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -1559400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1559401.250000 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -1559401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1559402.500000 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -1559402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1559404.500000 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -1559404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1559403.125000 Penalty: 4666.551758
	Iteration 41Q: 3 clusters Score -1559403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1559405.875000 Penalty: 4666.551758
	Iteration 42Q: 3 clusters Score -1559406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1559404.375000 Penalty: 4666.551758
	Iteration 43Q: 3 clusters Score -1559404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1559406.000000 Penalty: 4666.551758
	Iteration 44Q: 3 clusters Score -1559406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1559404.875000 Penalty: 4666.551758
	Iteration 45Q: 3 clusters Score -1559405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1559404.875000 Penalty: 4666.551758
	Iteration 46F: 3 clusters Score -1559405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Entering Unmasked Estep 
Score: -8406587.000000 Penalty: 2748.275879
	Iteration 0F: 2 clusters Score -8406587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8363193.000000 Penalty: 5496.551758
	Iteration 0F: 3 clusters Score -8363193 nChanged 30249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -8380215.500000 Penalty: 5496.551758
	Iteration 1F: 3 clusters Score -8380216 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -8381091.500000 Penalty: 5496.551758
	Iteration 2Q: 3 clusters Score -8381092 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8382429.500000 Penalty: 5496.551758
	Iteration 3Q: 3 clusters Score -8382430 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -8384147.500000 Penalty: 5496.551758
	Iteration 4F: 3 clusters Score -8384148 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -8386303.500000 Penalty: 5496.551758
	Iteration 5F: 3 clusters Score -8386304 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -8388598.500000 Penalty: 5496.551758
	Iteration 6F: 3 clusters Score -8388598 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -8390544.000000 Penalty: 5496.551758
	Iteration 7F: 3 clusters Score -8390544 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -8392151.000000 Penalty: 5496.551758
	Iteration 8F: 3 clusters Score -8392151 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -8393269.000000 Penalty: 5496.551758
	Iteration 9Q: 3 clusters Score -8393269 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -8394217.000000 Penalty: 5496.551758
	Iteration 10Q: 3 clusters Score -8394217 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -8394947.000000 Penalty: 5496.551758
	Iteration 11Q: 3 clusters Score -8394947 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -8395524.000000 Penalty: 5496.551758
	Iteration 12Q: 3 clusters Score -8395524 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -8395871.000000 Penalty: 5496.551758
	Iteration 13Q: 3 clusters Score -8395871 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -8396149.000000 Penalty: 5496.551758
	Iteration 14Q: 3 clusters Score -8396149 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -8396285.000000 Penalty: 5496.551758
	Iteration 15Q: 3 clusters Score -8396285 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -8396393.000000 Penalty: 5496.551758
	Iteration 16Q: 3 clusters Score -8396393 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -8396519.000000 Penalty: 5496.551758
	Iteration 17Q: 3 clusters Score -8396519 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8396633.000000 Penalty: 5496.551758
	Iteration 18Q: 3 clusters Score -8396633 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8396748.000000 Penalty: 5496.551758
	Iteration 19Q: 3 clusters Score -8396748 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -8396841.000000 Penalty: 5496.551758
	Iteration 20F: 3 clusters Score -8396841 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -8396971.000000 Penalty: 5496.551758
	Iteration 21Q: 3 clusters Score -8396971 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8397127.000000 Penalty: 5496.551758
	Iteration 22Q: 3 clusters Score -8397127 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8397258.000000 Penalty: 5496.551758
	Iteration 23Q: 3 clusters Score -8397258 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -8397424.000000 Penalty: 5496.551758
	Iteration 24Q: 3 clusters Score -8397424 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -8397616.000000 Penalty: 5496.551758
	Iteration 25Q: 3 clusters Score -8397616 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -8397793.000000 Penalty: 5496.551758
	Iteration 26Q: 3 clusters Score -8397793 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8398089.000000 Penalty: 5496.551758
	Iteration 27Q: 3 clusters Score -8398089 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -8398369.000000 Penalty: 5496.551758
	Iteration 28Q: 3 clusters Score -8398369 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -8398698.000000 Penalty: 5496.551758
	Iteration 29Q: 3 clusters Score -8398698 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -8399011.000000 Penalty: 5496.551758
	Iteration 30Q: 3 clusters Score -8399011 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -8399331.000000 Penalty: 5496.551758
	Iteration 31Q: 3 clusters Score -8399331 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -8399692.000000 Penalty: 5496.551758
	Iteration 32Q: 3 clusters Score -8399692 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8400080.000000 Penalty: 5496.551758
	Iteration 33Q: 3 clusters Score -8400080 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -8400476.000000 Penalty: 5496.551758
	Iteration 34Q: 3 clusters Score -8400476 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -8400893.000000 Penalty: 5496.551758
	Iteration 35Q: 3 clusters Score -8400893 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8401244.000000 Penalty: 5496.551758
	Iteration 36Q: 3 clusters Score -8401244 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -8401654.000000 Penalty: 5496.551758
	Iteration 37Q: 3 clusters Score -8401654 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8402062.000000 Penalty: 5496.551758
	Iteration 38Q: 3 clusters Score -8402062 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -8402396.000000 Penalty: 5496.551758
	Iteration 39Q: 3 clusters Score -8402396 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8402657.000000 Penalty: 5496.551758
	Iteration 40F: 3 clusters Score -8402657 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -8402965.000000 Penalty: 5496.551758
	Iteration 41Q: 3 clusters Score -8402965 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -8403189.000000 Penalty: 5496.551758
	Iteration 42Q: 3 clusters Score -8403189 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8403339.000000 Penalty: 5496.551758
	Iteration 43Q: 3 clusters Score -8403339 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8403476.000000 Penalty: 5496.551758
	Iteration 44Q: 3 clusters Score -8403476 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8403615.000000 Penalty: 5496.551758
	Iteration 45Q: 3 clusters Score -8403615 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8403732.000000 Penalty: 5496.551758
	Iteration 46Q: 3 clusters Score -8403732 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8403841.000000 Penalty: 5496.551758
	Iteration 47Q: 3 clusters Score -8403841 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8403936.000000 Penalty: 5496.551758
	Iteration 48Q: 3 clusters Score -8403936 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8403977.000000 Penalty: 5496.551758
	Iteration 49Q: 3 clusters Score -8403977 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8404056.000000 Penalty: 5496.551758
	Iteration 50Q: 3 clusters Score -8404056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8404070.000000 Penalty: 5496.551758
	Iteration 51Q: 3 clusters Score -8404070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8404119.000000 Penalty: 5496.551758
	Iteration 52Q: 3 clusters Score -8404119 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8404157.000000 Penalty: 5496.551758
	Iteration 53Q: 3 clusters Score -8404157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8404162.000000 Penalty: 5496.551758
	Iteration 54Q: 3 clusters Score -8404162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8404187.000000 Penalty: 5496.551758
	Iteration 55Q: 3 clusters Score -8404187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8404225.000000 Penalty: 5496.551758
	Iteration 56Q: 3 clusters Score -8404225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8404262.000000 Penalty: 5496.551758
	Iteration 57Q: 3 clusters Score -8404262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8404264.000000 Penalty: 5496.551758
	Iteration 58Q: 3 clusters Score -8404264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8404298.000000 Penalty: 5496.551758
	Iteration 59Q: 3 clusters Score -8404298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8404307.000000 Penalty: 5496.551758
	Iteration 60F: 3 clusters Score -8404307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8404324.000000 Penalty: 5496.551758
	Iteration 61Q: 3 clusters Score -8404324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8404350.000000 Penalty: 5496.551758
	Iteration 62Q: 3 clusters Score -8404350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8404372.000000 Penalty: 5496.551758
	Iteration 63Q: 3 clusters Score -8404372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8404393.000000 Penalty: 5496.551758
	Iteration 64Q: 3 clusters Score -8404393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8404406.000000 Penalty: 5496.551758
	Iteration 65Q: 3 clusters Score -8404406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8404417.000000 Penalty: 5496.551758
	Iteration 66Q: 3 clusters Score -8404417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8404430.000000 Penalty: 5496.551758
	Iteration 67Q: 3 clusters Score -8404430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8404431.000000 Penalty: 5496.551758
	Iteration 68Q: 3 clusters Score -8404431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8404442.000000 Penalty: 5496.551758
	Iteration 69Q: 3 clusters Score -8404442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8404442.000000 Penalty: 5496.551758
	Iteration 70Q: 3 clusters Score -8404442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8404438.000000 Penalty: 5496.551758
	Iteration 71Q: 3 clusters Score -8404438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8404451.000000 Penalty: 5496.551758
	Iteration 72Q: 3 clusters Score -8404451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8404446.000000 Penalty: 5496.551758
	Iteration 73Q: 3 clusters Score -8404446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8404447.000000 Penalty: 5496.551758
	Iteration 74Q: 3 clusters Score -8404447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8404446.000000 Penalty: 5496.551758
	Iteration 75Q: 3 clusters Score -8404446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8404444.000000 Penalty: 5496.551758
	Iteration 76Q: 3 clusters Score -8404444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8404447.000000 Penalty: 5496.551758
	Iteration 77Q: 3 clusters Score -8404447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8404447.000000 Penalty: 5496.551758
	Iteration 78F: 3 clusters Score -8404447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -510421.218750 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -510421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -506497.531250 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -506497.5 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -507390.937500 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -507390.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -507596.062500 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -507596.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -507705.750000 Penalty: 4112.730957
	Iteration 3Q: 3 clusters Score -507705.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -507787.437500 Penalty: 4112.730957
	Iteration 4Q: 3 clusters Score -507787.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -507840.531250 Penalty: 4112.730957
	Iteration 5Q: 3 clusters Score -507840.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -507882.500000 Penalty: 4112.730957
	Iteration 6Q: 3 clusters Score -507882.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -507919.750000 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -507919.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -507945.281250 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -507945.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -507960.093750 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -507960.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -507978.375000 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -507978.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -507993.687500 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -507993.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -508009.781250 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -508009.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -508032.531250 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -508032.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -508056.187500 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -508056.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -508085.687500 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -508085.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -508123.125000 Penalty: 4112.730957
	Iteration 16Q: 3 clusters Score -508123.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -508166.312500 Penalty: 4112.730957
	Iteration 17Q: 3 clusters Score -508166.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -508212.250000 Penalty: 4112.730957
	Iteration 18Q: 3 clusters Score -508212.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -508246.812500 Penalty: 4112.730957
	Iteration 19Q: 3 clusters Score -508246.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -508277.062500 Penalty: 4112.730957
	Iteration 20F: 3 clusters Score -508277.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -508314.531250 Penalty: 4112.730957
	Iteration 21Q: 3 clusters Score -508314.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -508355.375000 Penalty: 4112.730957
	Iteration 22Q: 3 clusters Score -508355.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -508399.156250 Penalty: 4112.730957
	Iteration 23Q: 3 clusters Score -508399.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -508441.468750 Penalty: 4112.730957
	Iteration 24Q: 3 clusters Score -508441.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -508494.156250 Penalty: 4112.730957
	Iteration 25Q: 3 clusters Score -508494.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -508534.718750 Penalty: 4112.730957
	Iteration 26Q: 3 clusters Score -508534.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -508568.500000 Penalty: 4112.730957
	Iteration 27Q: 3 clusters Score -508568.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -508596.812500 Penalty: 4112.730957
	Iteration 28Q: 3 clusters Score -508596.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -508626.343750 Penalty: 4112.730957
	Iteration 29Q: 3 clusters Score -508626.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -508664.562500 Penalty: 4112.730957
	Iteration 30Q: 3 clusters Score -508664.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -508723.281250 Penalty: 4112.730957
	Iteration 31Q: 3 clusters Score -508723.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -508788.843750 Penalty: 4112.730957
	Iteration 32Q: 3 clusters Score -508788.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -508903.375000 Penalty: 4112.730957
	Iteration 33Q: 3 clusters Score -508903.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -509167.125000 Penalty: 4112.730957
	Iteration 34Q: 3 clusters Score -509167.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -509429.093750 Penalty: 4112.730957
	Iteration 35Q: 3 clusters Score -509429.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -509556.812500 Penalty: 4112.730957
	Iteration 36Q: 3 clusters Score -509556.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -509664.500000 Penalty: 4112.730957
	Iteration 37Q: 3 clusters Score -509664.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -509825.656250 Penalty: 4112.730957
	Iteration 38Q: 3 clusters Score -509825.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -510017.781250 Penalty: 4112.730957
	Iteration 39Q: 3 clusters Score -510017.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -510224.250000 Penalty: 4112.730957
	Iteration 40F: 3 clusters Score -510224.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -510356.687500 Penalty: 4112.730957
	Iteration 41Q: 3 clusters Score -510356.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -510438.312500 Penalty: 4112.730957
	Iteration 42Q: 3 clusters Score -510438.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -510471.375000 Penalty: 4112.730957
	Iteration 43Q: 3 clusters Score -510471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -510481.156250 Penalty: 4112.730957
	Iteration 44Q: 3 clusters Score -510481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -510491.187500 Penalty: 4112.730957
	Iteration 45Q: 3 clusters Score -510491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -510500.343750 Penalty: 4112.730957
	Iteration 46Q: 3 clusters Score -510500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -510505.031250 Penalty: 4112.730957
	Iteration 47Q: 3 clusters Score -510505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -510509.500000 Penalty: 4112.730957
	Iteration 48Q: 3 clusters Score -510509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -510513.656250 Penalty: 4112.730957
	Iteration 49Q: 3 clusters Score -510513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -510514.437500 Penalty: 4112.730957
	Iteration 50Q: 3 clusters Score -510514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -510514.656250 Penalty: 4112.730957
	Iteration 51Q: 3 clusters Score -510514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -510517.125000 Penalty: 4112.730957
	Iteration 52Q: 3 clusters Score -510517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -510518.812500 Penalty: 4112.730957
	Iteration 53Q: 3 clusters Score -510518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -510521.937500 Penalty: 4112.730957
	Iteration 54Q: 3 clusters Score -510521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -510523.718750 Penalty: 4112.730957
	Iteration 55Q: 3 clusters Score -510523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -510525.968750 Penalty: 4112.730957
	Iteration 56Q: 3 clusters Score -510526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -510526.625000 Penalty: 4112.730957
	Iteration 57Q: 3 clusters Score -510526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -510527.406250 Penalty: 4112.730957
	Iteration 58Q: 3 clusters Score -510527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -510527.406250 Penalty: 4112.730957
	Iteration 59F: 3 clusters Score -510527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216315 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 7 contains 190634 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 20 contains 181392 members 
Mstep: Class 21 contains 3931 members 
Entering Unmasked Estep 
Score: -138482720.000000 Penalty: 55170.117188
Splitting cluster 13 changes total score from -138483424.000000 to -138482720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -3127202.000000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -3127202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3110838.750000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -3110839 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3116629.500000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -3116630 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3117172.500000 Penalty: 4996.468750
	Iteration 2F: 3 clusters Score -3117172 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3117632.500000 Penalty: 4996.468750
	Iteration 3Q: 3 clusters Score -3117632 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3118045.500000 Penalty: 4996.468750
	Iteration 4Q: 3 clusters Score -3118046 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3118508.500000 Penalty: 4996.468750
	Iteration 5Q: 3 clusters Score -3118508 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3119081.500000 Penalty: 4996.468750
	Iteration 6Q: 3 clusters Score -3119082 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3119781.500000 Penalty: 4996.468750
	Iteration 7Q: 3 clusters Score -3119782 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3120658.500000 Penalty: 4996.468750
	Iteration 8F: 3 clusters Score -3120658 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3121596.000000 Penalty: 4996.468750
	Iteration 9F: 3 clusters Score -3121596 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3122431.500000 Penalty: 4996.468750
	Iteration 10F: 3 clusters Score -3122432 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3122881.500000 Penalty: 4996.468750
	Iteration 11Q: 3 clusters Score -3122882 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3123100.500000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -3123100 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3123198.250000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -3123198 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3123257.250000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -3123257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3123305.000000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -3123305 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3123337.750000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -3123338 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3123373.500000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -3123374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3123398.000000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -3123398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3123424.000000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -3123424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3123449.750000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -3123450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3123469.500000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -3123470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3123478.000000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -3123478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3123491.750000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -3123492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3123503.250000 Penalty: 4996.468750
	Iteration 24Q: 3 clusters Score -3123503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3123510.500000 Penalty: 4996.468750
	Iteration 25Q: 3 clusters Score -3123510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3123519.000000 Penalty: 4996.468750
	Iteration 26Q: 3 clusters Score -3123519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3123523.000000 Penalty: 4996.468750
	Iteration 27Q: 3 clusters Score -3123523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3123524.500000 Penalty: 4996.468750
	Iteration 28Q: 3 clusters Score -3123524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3123524.250000 Penalty: 4996.468750
	Iteration 29Q: 3 clusters Score -3123524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3123522.500000 Penalty: 4996.468750
	Iteration 30Q: 3 clusters Score -3123522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3123516.750000 Penalty: 4996.468750
	Iteration 31Q: 3 clusters Score -3123517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3123528.500000 Penalty: 4996.468750
	Iteration 32Q: 3 clusters Score -3123528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3123530.250000 Penalty: 4996.468750
	Iteration 33Q: 3 clusters Score -3123530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3123532.250000 Penalty: 4996.468750
	Iteration 34Q: 3 clusters Score -3123532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3123536.750000 Penalty: 4996.468750
	Iteration 35Q: 3 clusters Score -3123537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3123534.000000 Penalty: 4996.468750
	Iteration 36Q: 3 clusters Score -3123534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3123533.250000 Penalty: 4996.468750
	Iteration 37Q: 3 clusters Score -3123533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3123541.500000 Penalty: 4996.468750
	Iteration 38Q: 3 clusters Score -3123542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3123548.250000 Penalty: 4996.468750
	Iteration 39Q: 3 clusters Score -3123548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3123542.750000 Penalty: 4996.468750
	Iteration 40F: 3 clusters Score -3123543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3123545.500000 Penalty: 4996.468750
	Iteration 41Q: 3 clusters Score -3123546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3123545.000000 Penalty: 4996.468750
	Iteration 42Q: 3 clusters Score -3123545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3123543.000000 Penalty: 4996.468750
	Iteration 43Q: 3 clusters Score -3123543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3123544.000000 Penalty: 4996.468750
	Iteration 44Q: 3 clusters Score -3123544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3123547.500000 Penalty: 4996.468750
	Iteration 45Q: 3 clusters Score -3123548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3123548.500000 Penalty: 4996.468750
	Iteration 46Q: 3 clusters Score -3123548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3123544.000000 Penalty: 4996.468750
	Iteration 47Q: 3 clusters Score -3123544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3123555.500000 Penalty: 4996.468750
	Iteration 48Q: 3 clusters Score -3123556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3123553.500000 Penalty: 4996.468750
	Iteration 49Q: 3 clusters Score -3123554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3123557.500000 Penalty: 4996.468750
	Iteration 50Q: 3 clusters Score -3123558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3123559.250000 Penalty: 4996.468750
	Iteration 51Q: 3 clusters Score -3123559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3123559.000000 Penalty: 4996.468750
	Iteration 52Q: 3 clusters Score -3123559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3123559.500000 Penalty: 4996.468750
	Iteration 53Q: 3 clusters Score -3123560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3123563.750000 Penalty: 4996.468750
	Iteration 54Q: 3 clusters Score -3123564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3123566.250000 Penalty: 4996.468750
	Iteration 55Q: 3 clusters Score -3123566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3123566.750000 Penalty: 4996.468750
	Iteration 56Q: 3 clusters Score -3123567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3123578.000000 Penalty: 4996.468750
	Iteration 57Q: 3 clusters Score -3123578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3123584.250000 Penalty: 4996.468750
	Iteration 58Q: 3 clusters Score -3123584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3123588.250000 Penalty: 4996.468750
	Iteration 59Q: 3 clusters Score -3123588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3123584.500000 Penalty: 4996.468750
	Iteration 60F: 3 clusters Score -3123584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3123582.250000 Penalty: 4996.468750
	Iteration 61Q: 3 clusters Score -3123582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3123583.750000 Penalty: 4996.468750
	Iteration 62Q: 3 clusters Score -3123584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3123583.750000 Penalty: 4996.468750
	Iteration 63Q: 3 clusters Score -3123584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3123584.500000 Penalty: 4996.468750
	Iteration 64Q: 3 clusters Score -3123584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3123589.250000 Penalty: 4996.468750
	Iteration 65Q: 3 clusters Score -3123589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3123589.500000 Penalty: 4996.468750
	Iteration 66Q: 3 clusters Score -3123590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3123592.000000 Penalty: 4996.468750
	Iteration 67Q: 3 clusters Score -3123592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3123593.250000 Penalty: 4996.468750
	Iteration 68Q: 3 clusters Score -3123593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3123596.000000 Penalty: 4996.468750
	Iteration 69Q: 3 clusters Score -3123596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3123594.500000 Penalty: 4996.468750
	Iteration 70Q: 3 clusters Score -3123594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3123594.500000 Penalty: 4996.468750
	Iteration 71Q: 3 clusters Score -3123594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3123597.500000 Penalty: 4996.468750
	Iteration 72Q: 3 clusters Score -3123598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3123596.250000 Penalty: 4996.468750
	Iteration 73Q: 3 clusters Score -3123596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3123597.750000 Penalty: 4996.468750
	Iteration 74Q: 3 clusters Score -3123598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3123594.000000 Penalty: 4996.468750
	Iteration 75Q: 3 clusters Score -3123594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3123595.500000 Penalty: 4996.468750
	Iteration 76Q: 3 clusters Score -3123596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3123598.750000 Penalty: 4996.468750
	Iteration 77Q: 3 clusters Score -3123599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3123598.500000 Penalty: 4996.468750
	Iteration 78Q: 3 clusters Score -3123598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3123604.250000 Penalty: 4996.468750
	Iteration 79Q: 3 clusters Score -3123604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3123603.250000 Penalty: 4996.468750
	Iteration 80F: 3 clusters Score -3123603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3123608.250000 Penalty: 4996.468750
	Iteration 81Q: 3 clusters Score -3123608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3123611.250000 Penalty: 4996.468750
	Iteration 82Q: 3 clusters Score -3123611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3123605.250000 Penalty: 4996.468750
	Iteration 83Q: 3 clusters Score -3123605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3123607.750000 Penalty: 4996.468750
	Iteration 84Q: 3 clusters Score -3123608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3123605.500000 Penalty: 4996.468750
	Iteration 85Q: 3 clusters Score -3123606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3123616.500000 Penalty: 4996.468750
	Iteration 86Q: 3 clusters Score -3123616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3123616.000000 Penalty: 4996.468750
	Iteration 87Q: 3 clusters Score -3123616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3123621.250000 Penalty: 4996.468750
	Iteration 88Q: 3 clusters Score -3123621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3123621.500000 Penalty: 4996.468750
	Iteration 89Q: 3 clusters Score -3123622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3123629.500000 Penalty: 4996.468750
	Iteration 90Q: 3 clusters Score -3123630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3123625.000000 Penalty: 4996.468750
	Iteration 91Q: 3 clusters Score -3123625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3123616.750000 Penalty: 4996.468750
	Iteration 92Q: 3 clusters Score -3123617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3123619.500000 Penalty: 4996.468750
	Iteration 93Q: 3 clusters Score -3123620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3123617.250000 Penalty: 4996.468750
	Iteration 94Q: 3 clusters Score -3123617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3123635.750000 Penalty: 4996.468750
	Iteration 95Q: 3 clusters Score -3123636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3123635.500000 Penalty: 4996.468750
	Iteration 96Q: 3 clusters Score -3123636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3123625.750000 Penalty: 4996.468750
	Iteration 97Q: 3 clusters Score -3123626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3123630.750000 Penalty: 4996.468750
	Iteration 98Q: 3 clusters Score -3123631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3123630.250000 Penalty: 4996.468750
	Iteration 99Q: 3 clusters Score -3123630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3123629.000000 Penalty: 4996.468750
	Iteration 100F: 3 clusters Score -3123629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3123635.000000 Penalty: 4996.468750
	Iteration 101Q: 3 clusters Score -3123635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3123632.500000 Penalty: 4996.468750
	Iteration 102Q: 3 clusters Score -3123632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3123628.750000 Penalty: 4996.468750
	Iteration 103Q: 3 clusters Score -3123629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3123631.000000 Penalty: 4996.468750
	Iteration 104Q: 3 clusters Score -3123631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3123627.750000 Penalty: 4996.468750
	Iteration 105Q: 3 clusters Score -3123628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3123631.750000 Penalty: 4996.468750
	Iteration 106Q: 3 clusters Score -3123632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3123630.500000 Penalty: 4996.468750
	Iteration 107Q: 3 clusters Score -3123630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3123630.500000 Penalty: 4996.468750
	Iteration 108F: 3 clusters Score -3123630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Entering Unmasked Estep 
Score: -21278488.000000 Penalty: 2979.021729
	Iteration 0F: 2 clusters Score -2.127849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -21171894.000000 Penalty: 5958.043457
	Iteration 0F: 3 clusters Score -2.117189e+07 nChanged 79147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -21217630.000000 Penalty: 5958.043457
	Iteration 1F: 3 clusters Score -2.121763e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -21218512.000000 Penalty: 5958.043457
	Iteration 2Q: 3 clusters Score -2.121851e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -21219460.000000 Penalty: 5958.043457
	Iteration 3Q: 3 clusters Score -2.121946e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -21220518.000000 Penalty: 5958.043457
	Iteration 4Q: 3 clusters Score -2.122052e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -21222072.000000 Penalty: 5958.043457
	Iteration 5Q: 3 clusters Score -2.122207e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -21225018.000000 Penalty: 5958.043457
	Iteration 6Q: 3 clusters Score -2.122502e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -21229788.000000 Penalty: 5958.043457
	Iteration 7F: 3 clusters Score -2.122979e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109072 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -21237478.000000 Penalty: 5958.043457
	Iteration 8F: 3 clusters Score -2.123748e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -21248232.000000 Penalty: 5958.043457
	Iteration 9F: 3 clusters Score -2.124823e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -21259570.000000 Penalty: 5958.043457
	Iteration 10F: 3 clusters Score -2.125957e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -21267554.000000 Penalty: 5958.043457
	Iteration 11F: 3 clusters Score -2.126755e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135300 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -21271296.000000 Penalty: 5958.043457
	Iteration 12Q: 3 clusters Score -2.12713e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -21272874.000000 Penalty: 5958.043457
	Iteration 13Q: 3 clusters Score -2.127287e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -21273368.000000 Penalty: 5958.043457
	Iteration 14Q: 3 clusters Score -2.127337e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -21273630.000000 Penalty: 5958.043457
	Iteration 15Q: 3 clusters Score -2.127363e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -21273804.000000 Penalty: 5958.043457
	Iteration 16Q: 3 clusters Score -2.12738e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -21273850.000000 Penalty: 5958.043457
	Iteration 17Q: 3 clusters Score -2.127385e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139373 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -21273878.000000 Penalty: 5958.043457
	Iteration 18Q: 3 clusters Score -2.127388e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -21274014.000000 Penalty: 5958.043457
	Iteration 19Q: 3 clusters Score -2.127401e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -21274066.000000 Penalty: 5958.043457
	Iteration 20F: 3 clusters Score -2.127407e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -21274096.000000 Penalty: 5958.043457
	Iteration 21Q: 3 clusters Score -2.12741e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -21274154.000000 Penalty: 5958.043457
	Iteration 22Q: 3 clusters Score -2.127415e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142070 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -21274204.000000 Penalty: 5958.043457
	Iteration 23Q: 3 clusters Score -2.12742e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -21274294.000000 Penalty: 5958.043457
	Iteration 24Q: 3 clusters Score -2.127429e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -21274308.000000 Penalty: 5958.043457
	Iteration 25Q: 3 clusters Score -2.127431e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -21274420.000000 Penalty: 5958.043457
	Iteration 26Q: 3 clusters Score -2.127442e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -21274450.000000 Penalty: 5958.043457
	Iteration 27Q: 3 clusters Score -2.127445e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -21274510.000000 Penalty: 5958.043457
	Iteration 28Q: 3 clusters Score -2.127451e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145985 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -21274606.000000 Penalty: 5958.043457
	Iteration 29Q: 3 clusters Score -2.127461e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -21274758.000000 Penalty: 5958.043457
	Iteration 30Q: 3 clusters Score -2.127476e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -21274768.000000 Penalty: 5958.043457
	Iteration 31Q: 3 clusters Score -2.127477e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -21274918.000000 Penalty: 5958.043457
	Iteration 32Q: 3 clusters Score -2.127492e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -21275012.000000 Penalty: 5958.043457
	Iteration 33Q: 3 clusters Score -2.127501e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -21275122.000000 Penalty: 5958.043457
	Iteration 34Q: 3 clusters Score -2.127512e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -21275278.000000 Penalty: 5958.043457
	Iteration 35Q: 3 clusters Score -2.127528e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151236 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -21275402.000000 Penalty: 5958.043457
	Iteration 36Q: 3 clusters Score -2.12754e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -21275560.000000 Penalty: 5958.043457
	Iteration 37Q: 3 clusters Score -2.127556e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -21275710.000000 Penalty: 5958.043457
	Iteration 38Q: 3 clusters Score -2.127571e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -21275880.000000 Penalty: 5958.043457
	Iteration 39Q: 3 clusters Score -2.127588e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154203 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -21275970.000000 Penalty: 5958.043457
	Iteration 40F: 3 clusters Score -2.127597e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -21276148.000000 Penalty: 5958.043457
	Iteration 41Q: 3 clusters Score -2.127615e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -21276222.000000 Penalty: 5958.043457
	Iteration 42Q: 3 clusters Score -2.127622e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -21276330.000000 Penalty: 5958.043457
	Iteration 43Q: 3 clusters Score -2.127633e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -21276510.000000 Penalty: 5958.043457
	Iteration 44Q: 3 clusters Score -2.127651e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -21276600.000000 Penalty: 5958.043457
	Iteration 45Q: 3 clusters Score -2.12766e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -21276620.000000 Penalty: 5958.043457
	Iteration 46Q: 3 clusters Score -2.127662e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -21276700.000000 Penalty: 5958.043457
	Iteration 47Q: 3 clusters Score -2.12767e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -21276682.000000 Penalty: 5958.043457
	Iteration 48Q: 3 clusters Score -2.127668e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -21276778.000000 Penalty: 5958.043457
	Iteration 49Q: 3 clusters Score -2.127678e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -21276854.000000 Penalty: 5958.043457
	Iteration 50Q: 3 clusters Score -2.127685e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159770 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21276892.000000 Penalty: 5958.043457
	Iteration 51Q: 3 clusters Score -2.127689e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -21276952.000000 Penalty: 5958.043457
	Iteration 52Q: 3 clusters Score -2.127695e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -21276978.000000 Penalty: 5958.043457
	Iteration 53Q: 3 clusters Score -2.127698e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160591 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -21276954.000000 Penalty: 5958.043457
	Iteration 54Q: 3 clusters Score -2.127695e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21277012.000000 Penalty: 5958.043457
	Iteration 55Q: 3 clusters Score -2.127701e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -21277116.000000 Penalty: 5958.043457
	Iteration 56Q: 3 clusters Score -2.127712e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161132 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21277136.000000 Penalty: 5958.043457
	Iteration 57Q: 3 clusters Score -2.127714e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -21277150.000000 Penalty: 5958.043457
	Iteration 58Q: 3 clusters Score -2.127715e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161401 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -21277146.000000 Penalty: 5958.043457
	Iteration 59Q: 3 clusters Score -2.127715e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -21277118.000000 Penalty: 5958.043457
	Iteration 60F: 3 clusters Score -2.127712e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161592 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -21277124.000000 Penalty: 5958.043457
	Iteration 61Q: 3 clusters Score -2.127712e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21277124.000000 Penalty: 5958.043457
	Iteration 62Q: 3 clusters Score -2.127712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -21277142.000000 Penalty: 5958.043457
	Iteration 63Q: 3 clusters Score -2.127714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -21277180.000000 Penalty: 5958.043457
	Iteration 64Q: 3 clusters Score -2.127718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21277170.000000 Penalty: 5958.043457
	Iteration 65Q: 3 clusters Score -2.127717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21277184.000000 Penalty: 5958.043457
	Iteration 66Q: 3 clusters Score -2.127718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21277186.000000 Penalty: 5958.043457
	Iteration 67Q: 3 clusters Score -2.127719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21277178.000000 Penalty: 5958.043457
	Iteration 68Q: 3 clusters Score -2.127718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21277160.000000 Penalty: 5958.043457
	Iteration 69Q: 3 clusters Score -2.127716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -21277158.000000 Penalty: 5958.043457
	Iteration 70Q: 3 clusters Score -2.127716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161963 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21277176.000000 Penalty: 5958.043457
	Iteration 71Q: 3 clusters Score -2.127718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21277174.000000 Penalty: 5958.043457
	Iteration 72Q: 3 clusters Score -2.127717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -21277182.000000 Penalty: 5958.043457
	Iteration 73Q: 3 clusters Score -2.127718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21277164.000000 Penalty: 5958.043457
	Iteration 74Q: 3 clusters Score -2.127716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21277166.000000 Penalty: 5958.043457
	Iteration 75Q: 3 clusters Score -2.127717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162029 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21277174.000000 Penalty: 5958.043457
	Iteration 76Q: 3 clusters Score -2.127717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162041 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21277160.000000 Penalty: 5958.043457
	Iteration 77Q: 3 clusters Score -2.127716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21277156.000000 Penalty: 5958.043457
	Iteration 78Q: 3 clusters Score -2.127716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21277150.000000 Penalty: 5958.043457
	Iteration 79Q: 3 clusters Score -2.127715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162071 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21277154.000000 Penalty: 5958.043457
	Iteration 80F: 3 clusters Score -2.127715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21277138.000000 Penalty: 5958.043457
	Iteration 81Q: 3 clusters Score -2.127714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21277128.000000 Penalty: 5958.043457
	Iteration 82Q: 3 clusters Score -2.127713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21277132.000000 Penalty: 5958.043457
	Iteration 83Q: 3 clusters Score -2.127713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21277126.000000 Penalty: 5958.043457
	Iteration 84Q: 3 clusters Score -2.127713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21277128.000000 Penalty: 5958.043457
	Iteration 85Q: 3 clusters Score -2.127713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21277138.000000 Penalty: 5958.043457
	Iteration 86Q: 3 clusters Score -2.127714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21277138.000000 Penalty: 5958.043457
	Iteration 87F: 3 clusters Score -2.127714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -330306.156250 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -330306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -327477.125000 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -327477.1 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -334789.500000 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -334789.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -340188.562500 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -340188.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -341329.968750 Penalty: 4025.001465
	Iteration 3F: 3 clusters Score -341330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -341488.593750 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -341488.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -341614.375000 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -341614.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -341744.937500 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -341744.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341864.531250 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -341864.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342086.125000 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -342086.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342260.000000 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -342260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -342335.406250 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -342335.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -342360.250000 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -342360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -342372.312500 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -342372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -342407.000000 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -342407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -342413.593750 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -342413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -342417.000000 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -342417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -342421.937500 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -342421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -342422.687500 Penalty: 4025.001465
	Iteration 17F: 3 clusters Score -342422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -342424.250000 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -342424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -342424.875000 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -342424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -342424.500000 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -342424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216315 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 7 contains 190634 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 20 contains 181392 members 
Mstep: Class 21 contains 3931 members 
Entering Unmasked Estep 
Score: -138495344.000000 Penalty: 55170.117188
Splitting cluster 17 changes total score from -138483424.000000 to -138495344.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (181392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181392 members 
Entering Unmasked Estep 
Score: -23522692.000000 Penalty: 3002.886963
	Iteration 0F: 2 clusters Score -2.352269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -23404512.000000 Penalty: 6005.773926
	Iteration 0F: 3 clusters Score -2.340451e+07 nChanged 87227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -23455952.000000 Penalty: 6005.773926
	Iteration 1F: 3 clusters Score -2.345595e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -23457202.000000 Penalty: 6005.773926
	Iteration 2Q: 3 clusters Score -2.34572e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -23459006.000000 Penalty: 6005.773926
	Iteration 3Q: 3 clusters Score -2.345901e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -23461490.000000 Penalty: 6005.773926
	Iteration 4Q: 3 clusters Score -2.346149e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -23465238.000000 Penalty: 6005.773926
	Iteration 5Q: 3 clusters Score -2.346524e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -23470982.000000 Penalty: 6005.773926
	Iteration 6F: 3 clusters Score -2.347098e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -23478492.000000 Penalty: 6005.773926
	Iteration 7F: 3 clusters Score -2.347849e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -23487430.000000 Penalty: 6005.773926
	Iteration 8F: 3 clusters Score -2.348743e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -23494532.000000 Penalty: 6005.773926
	Iteration 9F: 3 clusters Score -2.349453e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -23498516.000000 Penalty: 6005.773926
	Iteration 10Q: 3 clusters Score -2.349852e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -23500166.000000 Penalty: 6005.773926
	Iteration 11Q: 3 clusters Score -2.350017e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -23500964.000000 Penalty: 6005.773926
	Iteration 12Q: 3 clusters Score -2.350096e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -23501528.000000 Penalty: 6005.773926
	Iteration 13Q: 3 clusters Score -2.350153e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 122006 members 
Entering Unmasked Estep 
Score: -23502050.000000 Penalty: 6005.773926
	Iteration 14Q: 3 clusters Score -2.350205e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 123957 members 
Entering Unmasked Estep 
Score: -23502566.000000 Penalty: 6005.773926
	Iteration 15Q: 3 clusters Score -2.350257e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -23503028.000000 Penalty: 6005.773926
	Iteration 16Q: 3 clusters Score -2.350303e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -23503500.000000 Penalty: 6005.773926
	Iteration 17Q: 3 clusters Score -2.35035e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 130106 members 
Entering Unmasked Estep 
Score: -23504090.000000 Penalty: 6005.773926
	Iteration 18Q: 3 clusters Score -2.350409e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -23504566.000000 Penalty: 6005.773926
	Iteration 19Q: 3 clusters Score -2.350457e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 134476 members 
Entering Unmasked Estep 
Score: -23505106.000000 Penalty: 6005.773926
	Iteration 20F: 3 clusters Score -2.350511e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -23505686.000000 Penalty: 6005.773926
	Iteration 21Q: 3 clusters Score -2.350569e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -23506288.000000 Penalty: 6005.773926
	Iteration 22Q: 3 clusters Score -2.350629e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 141571 members 
Entering Unmasked Estep 
Score: -23507058.000000 Penalty: 6005.773926
	Iteration 23Q: 3 clusters Score -2.350706e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -23507716.000000 Penalty: 6005.773926
	Iteration 24Q: 3 clusters Score -2.350772e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 146431 members 
Entering Unmasked Estep 
Score: -23508436.000000 Penalty: 6005.773926
	Iteration 25Q: 3 clusters Score -2.350844e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -23509140.000000 Penalty: 6005.773926
	Iteration 26Q: 3 clusters Score -2.350914e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 151439 members 
Entering Unmasked Estep 
Score: -23510010.000000 Penalty: 6005.773926
	Iteration 27Q: 3 clusters Score -2.351001e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -23510880.000000 Penalty: 6005.773926
	Iteration 28Q: 3 clusters Score -2.351088e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -23511758.000000 Penalty: 6005.773926
	Iteration 29Q: 3 clusters Score -2.351176e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 158799 members 
Entering Unmasked Estep 
Score: -23512770.000000 Penalty: 6005.773926
	Iteration 30Q: 3 clusters Score -2.351277e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -23513752.000000 Penalty: 6005.773926
	Iteration 31Q: 3 clusters Score -2.351375e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -23514638.000000 Penalty: 6005.773926
	Iteration 32Q: 3 clusters Score -2.351464e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -23515510.000000 Penalty: 6005.773926
	Iteration 33Q: 3 clusters Score -2.351551e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 167154 members 
Entering Unmasked Estep 
Score: -23516240.000000 Penalty: 6005.773926
	Iteration 34Q: 3 clusters Score -2.351624e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -23517106.000000 Penalty: 6005.773926
	Iteration 35Q: 3 clusters Score -2.351711e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 170313 members 
Entering Unmasked Estep 
Score: -23517744.000000 Penalty: 6005.773926
	Iteration 36Q: 3 clusters Score -2.351774e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -23518254.000000 Penalty: 6005.773926
	Iteration 37Q: 3 clusters Score -2.351825e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -23518708.000000 Penalty: 6005.773926
	Iteration 38Q: 3 clusters Score -2.351871e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -23519222.000000 Penalty: 6005.773926
	Iteration 39Q: 3 clusters Score -2.351922e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -23519534.000000 Penalty: 6005.773926
	Iteration 40F: 3 clusters Score -2.351953e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 175055 members 
Entering Unmasked Estep 
Score: -23519840.000000 Penalty: 6005.773926
	Iteration 41Q: 3 clusters Score -2.351984e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -23520056.000000 Penalty: 6005.773926
	Iteration 42Q: 3 clusters Score -2.352006e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 176009 members 
Entering Unmasked Estep 
Score: -23520166.000000 Penalty: 6005.773926
	Iteration 43Q: 3 clusters Score -2.352017e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 176340 members 
Entering Unmasked Estep 
Score: -23520298.000000 Penalty: 6005.773926
	Iteration 44Q: 3 clusters Score -2.35203e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -23520346.000000 Penalty: 6005.773926
	Iteration 45Q: 3 clusters Score -2.352035e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -23520468.000000 Penalty: 6005.773926
	Iteration 46Q: 3 clusters Score -2.352047e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 177014 members 
Entering Unmasked Estep 
Score: -23520516.000000 Penalty: 6005.773926
	Iteration 47Q: 3 clusters Score -2.352052e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -23520556.000000 Penalty: 6005.773926
	Iteration 48Q: 3 clusters Score -2.352056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 177294 members 
Entering Unmasked Estep 
Score: -23520554.000000 Penalty: 6005.773926
	Iteration 49Q: 3 clusters Score -2.352055e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -23520588.000000 Penalty: 6005.773926
	Iteration 50Q: 3 clusters Score -2.352059e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -23520580.000000 Penalty: 6005.773926
	Iteration 51Q: 3 clusters Score -2.352058e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 177551 members 
Entering Unmasked Estep 
Score: -23520624.000000 Penalty: 6005.773926
	Iteration 52Q: 3 clusters Score -2.352062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -23520644.000000 Penalty: 6005.773926
	Iteration 53Q: 3 clusters Score -2.352064e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -23520656.000000 Penalty: 6005.773926
	Iteration 54Q: 3 clusters Score -2.352066e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -23520654.000000 Penalty: 6005.773926
	Iteration 55Q: 3 clusters Score -2.352065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 177747 members 
Entering Unmasked Estep 
Score: -23520674.000000 Penalty: 6005.773926
	Iteration 56Q: 3 clusters Score -2.352067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -23520680.000000 Penalty: 6005.773926
	Iteration 57Q: 3 clusters Score -2.352068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -23520676.000000 Penalty: 6005.773926
	Iteration 58Q: 3 clusters Score -2.352068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 177858 members 
Entering Unmasked Estep 
Score: -23520678.000000 Penalty: 6005.773926
	Iteration 59Q: 3 clusters Score -2.352068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 177900 members 
Entering Unmasked Estep 
Score: -23520704.000000 Penalty: 6005.773926
	Iteration 60F: 3 clusters Score -2.35207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -23520682.000000 Penalty: 6005.773926
	Iteration 61Q: 3 clusters Score -2.352068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 177991 members 
Entering Unmasked Estep 
Score: -23520694.000000 Penalty: 6005.773926
	Iteration 62Q: 3 clusters Score -2.352069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 178024 members 
Entering Unmasked Estep 
Score: -23520716.000000 Penalty: 6005.773926
	Iteration 63Q: 3 clusters Score -2.352072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 178055 members 
Entering Unmasked Estep 
Score: -23520722.000000 Penalty: 6005.773926
	Iteration 64Q: 3 clusters Score -2.352072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 178086 members 
Entering Unmasked Estep 
Score: -23520706.000000 Penalty: 6005.773926
	Iteration 65Q: 3 clusters Score -2.352071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 178108 members 
Entering Unmasked Estep 
Score: -23520732.000000 Penalty: 6005.773926
	Iteration 66Q: 3 clusters Score -2.352073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -23520736.000000 Penalty: 6005.773926
	Iteration 67Q: 3 clusters Score -2.352074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -23520748.000000 Penalty: 6005.773926
	Iteration 68Q: 3 clusters Score -2.352075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -23520752.000000 Penalty: 6005.773926
	Iteration 69Q: 3 clusters Score -2.352075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -23520740.000000 Penalty: 6005.773926
	Iteration 70Q: 3 clusters Score -2.352074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 178157 members 
Entering Unmasked Estep 
Score: -23520744.000000 Penalty: 6005.773926
	Iteration 71Q: 3 clusters Score -2.352074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 178165 members 
Entering Unmasked Estep 
Score: -23520738.000000 Penalty: 6005.773926
	Iteration 72Q: 3 clusters Score -2.352074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 178165 members 
Entering Unmasked Estep 
Score: -23520744.000000 Penalty: 6005.773926
	Iteration 73Q: 3 clusters Score -2.352074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -23520748.000000 Penalty: 6005.773926
	Iteration 74Q: 3 clusters Score -2.352075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -23520744.000000 Penalty: 6005.773926
	Iteration 75Q: 3 clusters Score -2.352074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 178176 members 
Entering Unmasked Estep 
Score: -23520736.000000 Penalty: 6005.773926
	Iteration 76Q: 3 clusters Score -2.352074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 178180 members 
Entering Unmasked Estep 
Score: -23520742.000000 Penalty: 6005.773926
	Iteration 77Q: 3 clusters Score -2.352074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -23520742.000000 Penalty: 6005.773926
	Iteration 78Q: 3 clusters Score -2.352074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 178183 members 
Entering Unmasked Estep 
Score: -23520748.000000 Penalty: 6005.773926
	Iteration 79Q: 3 clusters Score -2.352075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 178185 members 
Entering Unmasked Estep 
Score: -23520754.000000 Penalty: 6005.773926
	Iteration 80F: 3 clusters Score -2.352075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -23520756.000000 Penalty: 6005.773926
	Iteration 81Q: 3 clusters Score -2.352076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 178191 members 
Entering Unmasked Estep 
Score: -23520752.000000 Penalty: 6005.773926
	Iteration 82Q: 3 clusters Score -2.352075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 178192 members 
Entering Unmasked Estep 
Score: -23520762.000000 Penalty: 6005.773926
	Iteration 83Q: 3 clusters Score -2.352076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 178193 members 
Entering Unmasked Estep 
Score: -23520764.000000 Penalty: 6005.773926
	Iteration 84Q: 3 clusters Score -2.352076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 178201 members 
Entering Unmasked Estep 
Score: -23520746.000000 Penalty: 6005.773926
	Iteration 85Q: 3 clusters Score -2.352075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -23520750.000000 Penalty: 6005.773926
	Iteration 86Q: 3 clusters Score -2.352075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 178214 members 
Entering Unmasked Estep 
Score: -23520760.000000 Penalty: 6005.773926
	Iteration 87Q: 3 clusters Score -2.352076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -23520744.000000 Penalty: 6005.773926
	Iteration 88Q: 3 clusters Score -2.352074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 178221 members 
Entering Unmasked Estep 
Score: -23520756.000000 Penalty: 6005.773926
	Iteration 89Q: 3 clusters Score -2.352076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -23520752.000000 Penalty: 6005.773926
	Iteration 90Q: 3 clusters Score -2.352075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -23520754.000000 Penalty: 6005.773926
	Iteration 91Q: 3 clusters Score -2.352075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -23520762.000000 Penalty: 6005.773926
	Iteration 92Q: 3 clusters Score -2.352076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -23520762.000000 Penalty: 6005.773926
	Iteration 93F: 3 clusters Score -2.352076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -474584.093750 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -474584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -470740.406250 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -470740.4 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -472052.218750 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -472052.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -473087.500000 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -473087.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -474278.187500 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -474278.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -475149.656250 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -475149.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -475608.062500 Penalty: 4105.218262
	Iteration 5F: 3 clusters Score -475608.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -475864.500000 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -475864.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -476021.656250 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -476021.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -476087.718750 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -476087.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -476115.562500 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -476115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -476126.031250 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -476126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -476132.312500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -476132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -476134.750000 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -476134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -476134.875000 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -476134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -476135.031250 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -476135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -476135.031250 Penalty: 4105.218262
	Iteration 15F: 3 clusters Score -476135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216315 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 7 contains 190634 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 20 contains 181392 members 
Mstep: Class 21 contains 2692 members 
Entering Unmasked Estep 
Score: -138495296.000000 Penalty: 58618.246094
Splitting cluster 21 changes total score from -138483424.000000 to -138495296.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216315 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 7 contains 190634 members 
Mstep: Class 8 contains 152670 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 64975 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 164750 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 20 contains 181392 members 
Mstep: Class 21 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138496640.000000 Penalty: 58618.246094
Iteration 39Q: 18 clusters Score -1.384966e+08 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 215260 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 50974 members 
Mstep: Class 7 contains 189756 members 
Mstep: Class 8 contains 152986 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 12 contains 64951 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 15 contains 24045 members 
Mstep: Class 16 contains 164920 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 20 contains 181846 members 
Mstep: Class 21 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138500128.000000 Penalty: 58618.246094
Iteration 40F: 18 clusters Score -1.385001e+08 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 214322 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 50943 members 
Mstep: Class 7 contains 187994 members 
Mstep: Class 8 contains 153338 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 12075 members 
Mstep: Class 12 contains 64913 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 15 contains 24606 members 
Mstep: Class 16 contains 165060 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 20 contains 182182 members 
Mstep: Class 21 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138502896.000000 Penalty: 58618.246094
Iteration 41Q: 18 clusters Score -1.385029e+08 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 213502 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 50969 members 
Mstep: Class 7 contains 186453 members 
Mstep: Class 8 contains 153556 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 17109 members 
Mstep: Class 11 contains 12034 members 
Mstep: Class 12 contains 64891 members 
Mstep: Class 13 contains 4076 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 165196 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 20 contains 182560 members 
Mstep: Class 21 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138505264.000000 Penalty: 58618.246094
Iteration 42Q: 18 clusters Score -1.385053e+08 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 212686 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 50992 members 
Mstep: Class 7 contains 184961 members 
Mstep: Class 8 contains 153742 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 18056 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 64845 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 15 contains 25600 members 
Mstep: Class 16 contains 165378 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 20 contains 182931 members 
Mstep: Class 21 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138506864.000000 Penalty: 58618.246094
Iteration 43Q: 18 clusters Score -1.385069e+08 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 212010 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 51013 members 
Mstep: Class 7 contains 183626 members 
Mstep: Class 8 contains 153888 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 18910 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 64797 members 
Mstep: Class 13 contains 4102 members 
Mstep: Class 15 contains 26064 members 
Mstep: Class 16 contains 165533 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 20 contains 183279 members 
Mstep: Class 21 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138509216.000000 Penalty: 58618.246094
Iteration 44Q: 18 clusters Score -1.385092e+08 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 211403 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 51041 members 
Mstep: Class 7 contains 182405 members 
Mstep: Class 8 contains 153804 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 19721 members 
Mstep: Class 11 contains 11934 members 
Mstep: Class 12 contains 64768 members 
Mstep: Class 13 contains 4112 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 165735 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 20 contains 183625 members 
Mstep: Class 21 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138510720.000000 Penalty: 58618.246094
Iteration 45Q: 18 clusters Score -1.385107e+08 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 210793 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 51081 members 
Mstep: Class 7 contains 181407 members 
Mstep: Class 8 contains 153615 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 64727 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 165942 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 20 contains 183941 members 
Mstep: Class 21 contains 4775 members 
Entering Unmasked Estep 
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Iteration 46Q: 18 clusters Score -1.385121e+08 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 210254 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 51109 members 
Mstep: Class 7 contains 180548 members 
Mstep: Class 8 contains 153325 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 21163 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 64705 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 15 contains 27474 members 
Mstep: Class 16 contains 166184 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 20 contains 184278 members 
Mstep: Class 21 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138512864.000000 Penalty: 58618.246094
Iteration 47Q: 18 clusters Score -1.385129e+08 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 209763 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 51142 members 
Mstep: Class 7 contains 179875 members 
Mstep: Class 8 contains 153009 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 21762 members 
Mstep: Class 11 contains 11846 members 
Mstep: Class 12 contains 64686 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 15 contains 27853 members 
Mstep: Class 16 contains 166393 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 20 contains 184561 members 
Mstep: Class 21 contains 4866 members 
Entering Unmasked Estep 
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Iteration 48Q: 18 clusters Score -1.38514e+08 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 209361 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 51168 members 
Mstep: Class 7 contains 179362 members 
Mstep: Class 8 contains 152677 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 22255 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 64680 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 15 contains 28190 members 
Mstep: Class 16 contains 166543 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 184822 members 
Mstep: Class 21 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -1.38515e+08 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 208990 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 51186 members 
Mstep: Class 7 contains 178915 members 
Mstep: Class 8 contains 152374 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 11792 members 
Mstep: Class 12 contains 64669 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 15 contains 28524 members 
Mstep: Class 16 contains 166669 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185013 members 
Mstep: Class 21 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138516016.000000 Penalty: 58618.246094
Iteration 50Q: 18 clusters Score -1.38516e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 208697 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 51203 members 
Mstep: Class 7 contains 178611 members 
Mstep: Class 8 contains 152061 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 23082 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 64649 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 15 contains 28835 members 
Mstep: Class 16 contains 166824 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185130 members 
Mstep: Class 21 contains 4947 members 
Entering Unmasked Estep 
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Iteration 51Q: 18 clusters Score -1.385167e+08 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 208467 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 51199 members 
Mstep: Class 7 contains 178340 members 
Mstep: Class 8 contains 151675 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 23394 members 
Mstep: Class 11 contains 11746 members 
Mstep: Class 12 contains 64629 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 166957 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185315 members 
Mstep: Class 21 contains 4954 members 
Entering Unmasked Estep 
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Iteration 52Q: 18 clusters Score -1.385177e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 208292 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 51212 members 
Mstep: Class 7 contains 178198 members 
Mstep: Class 8 contains 151265 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 23670 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 64595 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 15 contains 29418 members 
Mstep: Class 16 contains 167039 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185422 members 
Mstep: Class 21 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 18 clusters Score -1.385189e+08 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 208098 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 51206 members 
Mstep: Class 7 contains 178182 members 
Mstep: Class 8 contains 150852 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 23910 members 
Mstep: Class 11 contains 11739 members 
Mstep: Class 12 contains 64562 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 15 contains 29695 members 
Mstep: Class 16 contains 167104 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185493 members 
Mstep: Class 21 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -1.385195e+08 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 207905 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 51193 members 
Mstep: Class 7 contains 178238 members 
Mstep: Class 8 contains 150459 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 24128 members 
Mstep: Class 11 contains 11735 members 
Mstep: Class 12 contains 64540 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 15 contains 29974 members 
Mstep: Class 16 contains 167171 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185494 members 
Mstep: Class 21 contains 4989 members 
Entering Unmasked Estep 
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Score: -138519952.000000 Penalty: 58618.246094
Iteration 55Q: 18 clusters Score -1.3852e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 207667 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 51194 members 
Mstep: Class 7 contains 178406 members 
Mstep: Class 8 contains 150000 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 24326 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 64525 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 15 contains 30235 members 
Mstep: Class 16 contains 167205 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185558 members 
Mstep: Class 21 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138520592.000000 Penalty: 58618.246094
Iteration 56Q: 18 clusters Score -1.385206e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 207535 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 51189 members 
Mstep: Class 7 contains 178589 members 
Mstep: Class 8 contains 149539 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 24515 members 
Mstep: Class 11 contains 11717 members 
Mstep: Class 12 contains 64520 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 15 contains 30466 members 
Mstep: Class 16 contains 167245 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 20 contains 185545 members 
Mstep: Class 21 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138521184.000000 Penalty: 58618.246094
Iteration 57Q: 18 clusters Score -1.385212e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 207414 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 51172 members 
Mstep: Class 7 contains 178819 members 
Mstep: Class 8 contains 149050 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 10 contains 24692 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 15 contains 30658 members 
Mstep: Class 16 contains 167296 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 20 contains 185553 members 
Mstep: Class 21 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138521728.000000 Penalty: 58618.246094
Iteration 58Q: 18 clusters Score -1.385217e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 207295 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 51150 members 
Mstep: Class 7 contains 179060 members 
Mstep: Class 8 contains 148607 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 24845 members 
Mstep: Class 11 contains 11710 members 
Mstep: Class 12 contains 64502 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 15 contains 30831 members 
Mstep: Class 16 contains 167313 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 20 contains 185556 members 
Mstep: Class 21 contains 5026 members 
Entering Unmasked Estep 
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Iteration 59Q: 18 clusters Score -1.38522e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 207154 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 51147 members 
Mstep: Class 7 contains 179331 members 
Mstep: Class 8 contains 148199 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 24984 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 64501 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 15 contains 31019 members 
Mstep: Class 16 contains 167325 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 20 contains 185498 members 
Mstep: Class 21 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 18 clusters Score -1.385228e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 207125 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 51134 members 
Mstep: Class 7 contains 179520 members 
Mstep: Class 8 contains 147769 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 25170 members 
Mstep: Class 11 contains 11691 members 
Mstep: Class 12 contains 64504 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 15 contains 31184 members 
Mstep: Class 16 contains 167338 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 20 contains 185438 members 
Mstep: Class 21 contains 5042 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -1.385228e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 207136 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 51111 members 
Mstep: Class 7 contains 179678 members 
Mstep: Class 8 contains 147344 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 15 contains 31345 members 
Mstep: Class 16 contains 167340 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 20 contains 185401 members 
Mstep: Class 21 contains 5041 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -1.385234e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 207085 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 51099 members 
Mstep: Class 7 contains 179909 members 
Mstep: Class 8 contains 146902 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 25504 members 
Mstep: Class 11 contains 11692 members 
Mstep: Class 12 contains 64502 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 15 contains 31491 members 
Mstep: Class 16 contains 167345 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 20 contains 185371 members 
Mstep: Class 21 contains 5047 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -1.385239e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 207011 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 51094 members 
Mstep: Class 7 contains 180197 members 
Mstep: Class 8 contains 146452 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 25654 members 
Mstep: Class 11 contains 11712 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 15 contains 31617 members 
Mstep: Class 16 contains 167334 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 185331 members 
Mstep: Class 21 contains 5050 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -1.385242e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 206940 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 51066 members 
Mstep: Class 7 contains 180478 members 
Mstep: Class 8 contains 146047 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 25771 members 
Mstep: Class 11 contains 11725 members 
Mstep: Class 12 contains 64503 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 15 contains 31740 members 
Mstep: Class 16 contains 167332 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 185313 members 
Mstep: Class 21 contains 5053 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -1.38524e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 206882 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 51048 members 
Mstep: Class 7 contains 180801 members 
Mstep: Class 8 contains 145649 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 25904 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 64494 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 15 contains 31848 members 
Mstep: Class 16 contains 167330 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 185231 members 
Mstep: Class 21 contains 5060 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -1.385243e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 206822 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 51035 members 
Mstep: Class 7 contains 181180 members 
Mstep: Class 8 contains 145241 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 26033 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 64483 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 15 contains 31949 members 
Mstep: Class 16 contains 167304 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 185131 members 
Mstep: Class 21 contains 5062 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -1.385243e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 206719 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 51028 members 
Mstep: Class 7 contains 181561 members 
Mstep: Class 8 contains 144874 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 26167 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 12 contains 64480 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 15 contains 32057 members 
Mstep: Class 16 contains 167302 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184985 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -1.385247e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 206674 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 51011 members 
Mstep: Class 7 contains 181906 members 
Mstep: Class 8 contains 144490 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 26291 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 64479 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 167327 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184861 members 
Mstep: Class 21 contains 5067 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -1.385247e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 206677 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 50977 members 
Mstep: Class 7 contains 182250 members 
Mstep: Class 8 contains 144127 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 26419 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 64465 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 15 contains 32215 members 
Mstep: Class 16 contains 167354 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184707 members 
Mstep: Class 21 contains 5066 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -1.385249e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 206660 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 50955 members 
Mstep: Class 7 contains 182612 members 
Mstep: Class 8 contains 143773 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 26550 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 15 contains 32282 members 
Mstep: Class 16 contains 167379 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184537 members 
Mstep: Class 21 contains 5064 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -1.385248e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 206667 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 50938 members 
Mstep: Class 7 contains 182909 members 
Mstep: Class 8 contains 143413 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 26659 members 
Mstep: Class 11 contains 11724 members 
Mstep: Class 12 contains 64455 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 15 contains 32355 members 
Mstep: Class 16 contains 167398 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184405 members 
Mstep: Class 21 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138524816.000000 Penalty: 58618.246094
Iteration 72Q: 18 clusters Score -1.385248e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 206694 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 50914 members 
Mstep: Class 7 contains 183113 members 
Mstep: Class 8 contains 143089 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 26760 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 64456 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 15 contains 32409 members 
Mstep: Class 16 contains 167406 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184353 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138524848.000000 Penalty: 58618.246094
Iteration 73Q: 18 clusters Score -1.385248e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 206694 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 50899 members 
Mstep: Class 7 contains 183284 members 
Mstep: Class 8 contains 142792 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 26854 members 
Mstep: Class 11 contains 11733 members 
Mstep: Class 12 contains 64455 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 15 contains 32452 members 
Mstep: Class 16 contains 167427 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184325 members 
Mstep: Class 21 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525056.000000 Penalty: 58618.246094
Iteration 74Q: 18 clusters Score -1.385251e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 206674 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 50898 members 
Mstep: Class 7 contains 183409 members 
Mstep: Class 8 contains 142502 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 26927 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 64463 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 15 contains 32489 members 
Mstep: Class 16 contains 167475 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184343 members 
Mstep: Class 21 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525200.000000 Penalty: 58618.246094
Iteration 75Q: 18 clusters Score -1.385252e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 206647 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 50894 members 
Mstep: Class 7 contains 183519 members 
Mstep: Class 8 contains 142215 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 26993 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 64466 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 15 contains 32529 members 
Mstep: Class 16 contains 167498 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184407 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525344.000000 Penalty: 58618.246094
Iteration 76Q: 18 clusters Score -1.385253e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 206616 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 50889 members 
Mstep: Class 7 contains 183628 members 
Mstep: Class 8 contains 141967 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 27056 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 64465 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167536 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184447 members 
Mstep: Class 21 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525264.000000 Penalty: 58618.246094
Iteration 77Q: 18 clusters Score -1.385253e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206613 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 50880 members 
Mstep: Class 7 contains 183717 members 
Mstep: Class 8 contains 141725 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 27098 members 
Mstep: Class 11 contains 11769 members 
Mstep: Class 12 contains 64469 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 15 contains 32580 members 
Mstep: Class 16 contains 167562 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184503 members 
Mstep: Class 21 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525344.000000 Penalty: 58618.246094
Iteration 78Q: 18 clusters Score -1.385253e+08 nChanged 1334
Entering ConstructFrom: 
Score: -138525344.000000 Penalty: 58618.246094
Entering ConstructFrom: 
Trying to split cluster 1 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -706913.375000 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -706913.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -701894.437500 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -701894.4 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -703123.812500 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -703123.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -703373.187500 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -703373.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -703562.750000 Penalty: 4295.228027
	Iteration 3F: 3 clusters Score -703562.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -703704.562500 Penalty: 4295.228027
	Iteration 4Q: 3 clusters Score -703704.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -703819.812500 Penalty: 4295.228027
	Iteration 5Q: 3 clusters Score -703819.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -703917.187500 Penalty: 4295.228027
	Iteration 6Q: 3 clusters Score -703917.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -704037.062500 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -704037.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -704168.187500 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -704168.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -704302.875000 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -704302.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -704435.687500 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -704435.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -704563.875000 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -704563.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -704720.375000 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -704720.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -704883.312500 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -704883.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -705065.812500 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -705065.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -705268.750000 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -705268.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -705418.562500 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -705418.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -705542.687500 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -705542.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -705644.062500 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -705644.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -705717.187500 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -705717.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -705757.937500 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -705757.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -705780.125000 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -705780.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -705790.500000 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -705790.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -705796.312500 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -705796.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -705800.437500 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -705800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -705804.625000 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -705804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -705806.250000 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -705806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -705806.312500 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -705806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -705810.000000 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -705810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -705813.000000 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -705813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -705812.812500 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -705812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -705814.125000 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -705814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -705814.812500 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -705814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -705814.812500 Penalty: 4295.228027
	Iteration 33F: 3 clusters Score -705814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (206641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206641 members 
Entering Unmasked Estep 
Score: -26620864.000000 Penalty: 3035.207031
	Iteration 0F: 2 clusters Score -2.662086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -26487174.000000 Penalty: 6070.414062
	Iteration 0F: 3 clusters Score -2.648717e+07 nChanged 99338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -26544660.000000 Penalty: 6070.414062
	Iteration 1F: 3 clusters Score -2.654466e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -26546300.000000 Penalty: 6070.414062
	Iteration 2Q: 3 clusters Score -2.65463e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -26548416.000000 Penalty: 6070.414062
	Iteration 3Q: 3 clusters Score -2.654842e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -26551612.000000 Penalty: 6070.414062
	Iteration 4Q: 3 clusters Score -2.655161e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 112740 members 
Entering Unmasked Estep 
Score: -26556630.000000 Penalty: 6070.414062
	Iteration 5Q: 3 clusters Score -2.655663e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -26564120.000000 Penalty: 6070.414062
	Iteration 6F: 3 clusters Score -2.656412e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -26573584.000000 Penalty: 6070.414062
	Iteration 7F: 3 clusters Score -2.657358e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -26583956.000000 Penalty: 6070.414062
	Iteration 8F: 3 clusters Score -2.658396e+07 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 137456 members 
Entering Unmasked Estep 
Score: -26592424.000000 Penalty: 6070.414062
	Iteration 9F: 3 clusters Score -2.659242e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -26599892.000000 Penalty: 6070.414062
	Iteration 10Q: 3 clusters Score -2.659989e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 146227 members 
Entering Unmasked Estep 
Score: -26605980.000000 Penalty: 6070.414062
	Iteration 11Q: 3 clusters Score -2.660598e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -26608896.000000 Penalty: 6070.414062
	Iteration 12Q: 3 clusters Score -2.66089e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -26610754.000000 Penalty: 6070.414062
	Iteration 13Q: 3 clusters Score -2.661075e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 156549 members 
Entering Unmasked Estep 
Score: -26612338.000000 Penalty: 6070.414062
	Iteration 14Q: 3 clusters Score -2.661234e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -26613594.000000 Penalty: 6070.414062
	Iteration 15Q: 3 clusters Score -2.661359e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -26614614.000000 Penalty: 6070.414062
	Iteration 16Q: 3 clusters Score -2.661461e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -26615822.000000 Penalty: 6070.414062
	Iteration 17Q: 3 clusters Score -2.661582e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -26616926.000000 Penalty: 6070.414062
	Iteration 18Q: 3 clusters Score -2.661693e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -26617788.000000 Penalty: 6070.414062
	Iteration 19Q: 3 clusters Score -2.661779e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 171323 members 
Entering Unmasked Estep 
Score: -26618480.000000 Penalty: 6070.414062
	Iteration 20F: 3 clusters Score -2.661848e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -26619092.000000 Penalty: 6070.414062
	Iteration 21Q: 3 clusters Score -2.661909e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 175575 members 
Entering Unmasked Estep 
Score: -26619496.000000 Penalty: 6070.414062
	Iteration 22Q: 3 clusters Score -2.66195e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -26619892.000000 Penalty: 6070.414062
	Iteration 23Q: 3 clusters Score -2.661989e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -26620224.000000 Penalty: 6070.414062
	Iteration 24Q: 3 clusters Score -2.662022e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -26620594.000000 Penalty: 6070.414062
	Iteration 25Q: 3 clusters Score -2.662059e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -26620838.000000 Penalty: 6070.414062
	Iteration 26Q: 3 clusters Score -2.662084e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -26621126.000000 Penalty: 6070.414062
	Iteration 27Q: 3 clusters Score -2.662113e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -26621038.000000 Penalty: 6070.414062
	Iteration 28Q: 3 clusters Score -2.662104e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -26621058.000000 Penalty: 6070.414062
	Iteration 29Q: 3 clusters Score -2.662106e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 187559 members 
Entering Unmasked Estep 
Score: -26621078.000000 Penalty: 6070.414062
	Iteration 30Q: 3 clusters Score -2.662108e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 188590 members 
Entering Unmasked Estep 
Score: -26620952.000000 Penalty: 6070.414062
	Iteration 31Q: 3 clusters Score -2.662095e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 189522 members 
Entering Unmasked Estep 
Score: -26620974.000000 Penalty: 6070.414062
	Iteration 32Q: 3 clusters Score -2.662097e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 190381 members 
Entering Unmasked Estep 
Score: -26620898.000000 Penalty: 6070.414062
	Iteration 33Q: 3 clusters Score -2.66209e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 191177 members 
Entering Unmasked Estep 
Score: -26620934.000000 Penalty: 6070.414062
	Iteration 34Q: 3 clusters Score -2.662093e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 191897 members 
Entering Unmasked Estep 
Score: -26620932.000000 Penalty: 6070.414062
	Iteration 35Q: 3 clusters Score -2.662093e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 192545 members 
Entering Unmasked Estep 
Score: -26620860.000000 Penalty: 6070.414062
	Iteration 36Q: 3 clusters Score -2.662086e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 193199 members 
Entering Unmasked Estep 
Score: -26620836.000000 Penalty: 6070.414062
	Iteration 37Q: 3 clusters Score -2.662084e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 193829 members 
Entering Unmasked Estep 
Score: -26620768.000000 Penalty: 6070.414062
	Iteration 38Q: 3 clusters Score -2.662077e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 194443 members 
Entering Unmasked Estep 
Score: -26620762.000000 Penalty: 6070.414062
	Iteration 39Q: 3 clusters Score -2.662076e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -26620714.000000 Penalty: 6070.414062
	Iteration 40F: 3 clusters Score -2.662071e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 195556 members 
Entering Unmasked Estep 
Score: -26620694.000000 Penalty: 6070.414062
	Iteration 41Q: 3 clusters Score -2.662069e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -26620568.000000 Penalty: 6070.414062
	Iteration 42Q: 3 clusters Score -2.662057e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 196429 members 
Entering Unmasked Estep 
Score: -26620568.000000 Penalty: 6070.414062
	Iteration 43Q: 3 clusters Score -2.662057e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 196842 members 
Entering Unmasked Estep 
Score: -26620522.000000 Penalty: 6070.414062
	Iteration 44Q: 3 clusters Score -2.662052e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 197214 members 
Entering Unmasked Estep 
Score: -26620540.000000 Penalty: 6070.414062
	Iteration 45Q: 3 clusters Score -2.662054e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 197569 members 
Entering Unmasked Estep 
Score: -26620476.000000 Penalty: 6070.414062
	Iteration 46Q: 3 clusters Score -2.662048e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 197890 members 
Entering Unmasked Estep 
Score: -26620358.000000 Penalty: 6070.414062
	Iteration 47Q: 3 clusters Score -2.662036e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 198203 members 
Entering Unmasked Estep 
Score: -26620374.000000 Penalty: 6070.414062
	Iteration 48Q: 3 clusters Score -2.662037e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 198484 members 
Entering Unmasked Estep 
Score: -26620414.000000 Penalty: 6070.414062
	Iteration 49Q: 3 clusters Score -2.662041e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 198713 members 
Entering Unmasked Estep 
Score: -26620394.000000 Penalty: 6070.414062
	Iteration 50Q: 3 clusters Score -2.662039e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -26620414.000000 Penalty: 6070.414062
	Iteration 51Q: 3 clusters Score -2.662041e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 199128 members 
Entering Unmasked Estep 
Score: -26620412.000000 Penalty: 6070.414062
	Iteration 52Q: 3 clusters Score -2.662041e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 199335 members 
Entering Unmasked Estep 
Score: -26620352.000000 Penalty: 6070.414062
	Iteration 53Q: 3 clusters Score -2.662035e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 199500 members 
Entering Unmasked Estep 
Score: -26620316.000000 Penalty: 6070.414062
	Iteration 54Q: 3 clusters Score -2.662032e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -26620260.000000 Penalty: 6070.414062
	Iteration 55Q: 3 clusters Score -2.662026e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 199799 members 
Entering Unmasked Estep 
Score: -26620250.000000 Penalty: 6070.414062
	Iteration 56Q: 3 clusters Score -2.662025e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 199952 members 
Entering Unmasked Estep 
Score: -26620196.000000 Penalty: 6070.414062
	Iteration 57Q: 3 clusters Score -2.66202e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -26620192.000000 Penalty: 6070.414062
	Iteration 58Q: 3 clusters Score -2.662019e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 200282 members 
Entering Unmasked Estep 
Score: -26620172.000000 Penalty: 6070.414062
	Iteration 59Q: 3 clusters Score -2.662017e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 200440 members 
Entering Unmasked Estep 
Score: -26620128.000000 Penalty: 6070.414062
	Iteration 60F: 3 clusters Score -2.662013e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 200574 members 
Entering Unmasked Estep 
Score: -26620098.000000 Penalty: 6070.414062
	Iteration 61Q: 3 clusters Score -2.66201e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 200725 members 
Entering Unmasked Estep 
Score: -26620142.000000 Penalty: 6070.414062
	Iteration 62Q: 3 clusters Score -2.662014e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 200866 members 
Entering Unmasked Estep 
Score: -26620112.000000 Penalty: 6070.414062
	Iteration 63Q: 3 clusters Score -2.662011e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 200994 members 
Entering Unmasked Estep 
Score: -26620094.000000 Penalty: 6070.414062
	Iteration 64Q: 3 clusters Score -2.662009e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 201138 members 
Entering Unmasked Estep 
Score: -26620094.000000 Penalty: 6070.414062
	Iteration 65Q: 3 clusters Score -2.662009e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 201257 members 
Entering Unmasked Estep 
Score: -26620080.000000 Penalty: 6070.414062
	Iteration 66Q: 3 clusters Score -2.662008e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 201358 members 
Entering Unmasked Estep 
Score: -26620034.000000 Penalty: 6070.414062
	Iteration 67Q: 3 clusters Score -2.662003e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 201444 members 
Entering Unmasked Estep 
Score: -26620044.000000 Penalty: 6070.414062
	Iteration 68Q: 3 clusters Score -2.662004e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 201523 members 
Entering Unmasked Estep 
Score: -26620020.000000 Penalty: 6070.414062
	Iteration 69Q: 3 clusters Score -2.662002e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 201604 members 
Entering Unmasked Estep 
Score: -26619980.000000 Penalty: 6070.414062
	Iteration 70Q: 3 clusters Score -2.661998e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 201666 members 
Entering Unmasked Estep 
Score: -26619962.000000 Penalty: 6070.414062
	Iteration 71Q: 3 clusters Score -2.661996e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
Score: -26619944.000000 Penalty: 6070.414062
	Iteration 72Q: 3 clusters Score -2.661994e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 201804 members 
Entering Unmasked Estep 
Score: -26619936.000000 Penalty: 6070.414062
	Iteration 73Q: 3 clusters Score -2.661994e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 201881 members 
Entering Unmasked Estep 
Score: -26619910.000000 Penalty: 6070.414062
	Iteration 74Q: 3 clusters Score -2.661991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 201954 members 
Entering Unmasked Estep 
Score: -26619872.000000 Penalty: 6070.414062
	Iteration 75Q: 3 clusters Score -2.661987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 202026 members 
Entering Unmasked Estep 
Score: -26619822.000000 Penalty: 6070.414062
	Iteration 76Q: 3 clusters Score -2.661982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 202089 members 
Entering Unmasked Estep 
Score: -26619838.000000 Penalty: 6070.414062
	Iteration 77Q: 3 clusters Score -2.661984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -26619782.000000 Penalty: 6070.414062
	Iteration 78Q: 3 clusters Score -2.661978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 202189 members 
Entering Unmasked Estep 
Score: -26619760.000000 Penalty: 6070.414062
	Iteration 79Q: 3 clusters Score -2.661976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 202240 members 
Entering Unmasked Estep 
Score: -26619790.000000 Penalty: 6070.414062
	Iteration 80F: 3 clusters Score -2.661979e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 202294 members 
Entering Unmasked Estep 
Score: -26619740.000000 Penalty: 6070.414062
	Iteration 81Q: 3 clusters Score -2.661974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 202343 members 
Entering Unmasked Estep 
Score: -26619748.000000 Penalty: 6070.414062
	Iteration 82Q: 3 clusters Score -2.661975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 202379 members 
Entering Unmasked Estep 
Score: -26619692.000000 Penalty: 6070.414062
	Iteration 83Q: 3 clusters Score -2.661969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -26619666.000000 Penalty: 6070.414062
	Iteration 84Q: 3 clusters Score -2.661967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 202445 members 
Entering Unmasked Estep 
Score: -26619688.000000 Penalty: 6070.414062
	Iteration 85Q: 3 clusters Score -2.661969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 202475 members 
Entering Unmasked Estep 
Score: -26619696.000000 Penalty: 6070.414062
	Iteration 86Q: 3 clusters Score -2.66197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 202497 members 
Entering Unmasked Estep 
Score: -26619686.000000 Penalty: 6070.414062
	Iteration 87Q: 3 clusters Score -2.661969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -26619690.000000 Penalty: 6070.414062
	Iteration 88Q: 3 clusters Score -2.661969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 202524 members 
Entering Unmasked Estep 
Score: -26619662.000000 Penalty: 6070.414062
	Iteration 89Q: 3 clusters Score -2.661966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 202532 members 
Entering Unmasked Estep 
Score: -26619666.000000 Penalty: 6070.414062
	Iteration 90Q: 3 clusters Score -2.661967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 202548 members 
Entering Unmasked Estep 
Score: -26619666.000000 Penalty: 6070.414062
	Iteration 91Q: 3 clusters Score -2.661967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 202569 members 
Entering Unmasked Estep 
Score: -26619692.000000 Penalty: 6070.414062
	Iteration 92Q: 3 clusters Score -2.661969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 202585 members 
Entering Unmasked Estep 
Score: -26619658.000000 Penalty: 6070.414062
	Iteration 93Q: 3 clusters Score -2.661966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 202601 members 
Entering Unmasked Estep 
Score: -26619704.000000 Penalty: 6070.414062
	Iteration 94Q: 3 clusters Score -2.66197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 202626 members 
Entering Unmasked Estep 
Score: -26619676.000000 Penalty: 6070.414062
	Iteration 95Q: 3 clusters Score -2.661968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 202646 members 
Entering Unmasked Estep 
Score: -26619656.000000 Penalty: 6070.414062
	Iteration 96Q: 3 clusters Score -2.661966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 202663 members 
Entering Unmasked Estep 
Score: -26619690.000000 Penalty: 6070.414062
	Iteration 97Q: 3 clusters Score -2.661969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 202686 members 
Entering Unmasked Estep 
Score: -26619700.000000 Penalty: 6070.414062
	Iteration 98Q: 3 clusters Score -2.66197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 202717 members 
Entering Unmasked Estep 
Score: -26619658.000000 Penalty: 6070.414062
	Iteration 99Q: 3 clusters Score -2.661966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 202747 members 
Entering Unmasked Estep 
Score: -26619646.000000 Penalty: 6070.414062
	Iteration 100F: 3 clusters Score -2.661965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 202771 members 
Entering Unmasked Estep 
Score: -26619644.000000 Penalty: 6070.414062
	Iteration 101Q: 3 clusters Score -2.661964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 202798 members 
Entering Unmasked Estep 
Score: -26619634.000000 Penalty: 6070.414062
	Iteration 102Q: 3 clusters Score -2.661963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 202822 members 
Entering Unmasked Estep 
Score: -26619660.000000 Penalty: 6070.414062
	Iteration 103Q: 3 clusters Score -2.661966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 202845 members 
Entering Unmasked Estep 
Score: -26619660.000000 Penalty: 6070.414062
	Iteration 104Q: 3 clusters Score -2.661966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 202861 members 
Entering Unmasked Estep 
Score: -26619652.000000 Penalty: 6070.414062
	Iteration 105Q: 3 clusters Score -2.661965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 202886 members 
Entering Unmasked Estep 
Score: -26619634.000000 Penalty: 6070.414062
	Iteration 106Q: 3 clusters Score -2.661963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 202914 members 
Entering Unmasked Estep 
Score: -26619624.000000 Penalty: 6070.414062
	Iteration 107Q: 3 clusters Score -2.661962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 202939 members 
Entering Unmasked Estep 
Score: -26619620.000000 Penalty: 6070.414062
	Iteration 108Q: 3 clusters Score -2.661962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 202963 members 
Entering Unmasked Estep 
Score: -26619632.000000 Penalty: 6070.414062
	Iteration 109Q: 3 clusters Score -2.661963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 202987 members 
Entering Unmasked Estep 
Score: -26619634.000000 Penalty: 6070.414062
	Iteration 110Q: 3 clusters Score -2.661963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 203013 members 
Entering Unmasked Estep 
Score: -26619652.000000 Penalty: 6070.414062
	Iteration 111Q: 3 clusters Score -2.661965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 203035 members 
Entering Unmasked Estep 
Score: -26619646.000000 Penalty: 6070.414062
	Iteration 112Q: 3 clusters Score -2.661965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 203060 members 
Entering Unmasked Estep 
Score: -26619612.000000 Penalty: 6070.414062
	Iteration 113Q: 3 clusters Score -2.661961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 203087 members 
Entering Unmasked Estep 
Score: -26619602.000000 Penalty: 6070.414062
	Iteration 114Q: 3 clusters Score -2.66196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 203109 members 
Entering Unmasked Estep 
Score: -26619626.000000 Penalty: 6070.414062
	Iteration 115Q: 3 clusters Score -2.661963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 203142 members 
Entering Unmasked Estep 
Score: -26619628.000000 Penalty: 6070.414062
	Iteration 116Q: 3 clusters Score -2.661963e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -26619660.000000 Penalty: 6070.414062
	Iteration 117Q: 3 clusters Score -2.661966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 203216 members 
Entering Unmasked Estep 
Score: -26619652.000000 Penalty: 6070.414062
	Iteration 118Q: 3 clusters Score -2.661965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 203246 members 
Entering Unmasked Estep 
Score: -26619636.000000 Penalty: 6070.414062
	Iteration 119Q: 3 clusters Score -2.661964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 203277 members 
Entering Unmasked Estep 
Score: -26619632.000000 Penalty: 6070.414062
	Iteration 120F: 3 clusters Score -2.661963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 203318 members 
Entering Unmasked Estep 
Score: -26619630.000000 Penalty: 6070.414062
	Iteration 121Q: 3 clusters Score -2.661963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 203350 members 
Entering Unmasked Estep 
Score: -26619626.000000 Penalty: 6070.414062
	Iteration 122Q: 3 clusters Score -2.661963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 203381 members 
Entering Unmasked Estep 
Score: -26619658.000000 Penalty: 6070.414062
	Iteration 123Q: 3 clusters Score -2.661966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 203405 members 
Entering Unmasked Estep 
Score: -26619664.000000 Penalty: 6070.414062
	Iteration 124Q: 3 clusters Score -2.661966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 203437 members 
Entering Unmasked Estep 
Score: -26619684.000000 Penalty: 6070.414062
	Iteration 125Q: 3 clusters Score -2.661968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 203471 members 
Entering Unmasked Estep 
Score: -26619626.000000 Penalty: 6070.414062
	Iteration 126Q: 3 clusters Score -2.661963e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 203516 members 
Entering Unmasked Estep 
Score: -26619618.000000 Penalty: 6070.414062
	Iteration 127Q: 3 clusters Score -2.661962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 203547 members 
Entering Unmasked Estep 
Score: -26619572.000000 Penalty: 6070.414062
	Iteration 128Q: 3 clusters Score -2.661957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 203572 members 
Entering Unmasked Estep 
Score: -26619566.000000 Penalty: 6070.414062
	Iteration 129Q: 3 clusters Score -2.661957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 203599 members 
Entering Unmasked Estep 
Score: -26619574.000000 Penalty: 6070.414062
	Iteration 130Q: 3 clusters Score -2.661957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 203621 members 
Entering Unmasked Estep 
Score: -26619576.000000 Penalty: 6070.414062
	Iteration 131Q: 3 clusters Score -2.661958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 203648 members 
Entering Unmasked Estep 
Score: -26619548.000000 Penalty: 6070.414062
	Iteration 132Q: 3 clusters Score -2.661955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 203666 members 
Entering Unmasked Estep 
Score: -26619566.000000 Penalty: 6070.414062
	Iteration 133Q: 3 clusters Score -2.661957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 203687 members 
Entering Unmasked Estep 
Score: -26619580.000000 Penalty: 6070.414062
	Iteration 134Q: 3 clusters Score -2.661958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 203703 members 
Entering Unmasked Estep 
Score: -26619560.000000 Penalty: 6070.414062
	Iteration 135Q: 3 clusters Score -2.661956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 203707 members 
Entering Unmasked Estep 
Score: -26619540.000000 Penalty: 6070.414062
	Iteration 136Q: 3 clusters Score -2.661954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 203709 members 
Entering Unmasked Estep 
Score: -26619540.000000 Penalty: 6070.414062
	Iteration 137Q: 3 clusters Score -2.661954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 203716 members 
Entering Unmasked Estep 
Score: -26619536.000000 Penalty: 6070.414062
	Iteration 138Q: 3 clusters Score -2.661954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 203723 members 
Entering Unmasked Estep 
Score: -26619534.000000 Penalty: 6070.414062
	Iteration 139Q: 3 clusters Score -2.661953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 203730 members 
Entering Unmasked Estep 
Score: -26619544.000000 Penalty: 6070.414062
	Iteration 140F: 3 clusters Score -2.661954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 203738 members 
Entering Unmasked Estep 
Score: -26619534.000000 Penalty: 6070.414062
	Iteration 141Q: 3 clusters Score -2.661953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -26619520.000000 Penalty: 6070.414062
	Iteration 142Q: 3 clusters Score -2.661952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 203749 members 
Entering Unmasked Estep 
Score: -26619522.000000 Penalty: 6070.414062
	Iteration 143Q: 3 clusters Score -2.661952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 203751 members 
Entering Unmasked Estep 
Score: -26619522.000000 Penalty: 6070.414062
	Iteration 144Q: 3 clusters Score -2.661952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 203755 members 
Entering Unmasked Estep 
Score: -26619528.000000 Penalty: 6070.414062
	Iteration 145Q: 3 clusters Score -2.661953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 203759 members 
Entering Unmasked Estep 
Score: -26619530.000000 Penalty: 6070.414062
	Iteration 146Q: 3 clusters Score -2.661953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 203764 members 
Entering Unmasked Estep 
Score: -26619518.000000 Penalty: 6070.414062
	Iteration 147Q: 3 clusters Score -2.661952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 203774 members 
Entering Unmasked Estep 
Score: -26619528.000000 Penalty: 6070.414062
	Iteration 148Q: 3 clusters Score -2.661953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 203781 members 
Entering Unmasked Estep 
Score: -26619524.000000 Penalty: 6070.414062
	Iteration 149Q: 3 clusters Score -2.661952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 203788 members 
Entering Unmasked Estep 
Score: -26619514.000000 Penalty: 6070.414062
	Iteration 150Q: 3 clusters Score -2.661951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 203794 members 
Entering Unmasked Estep 
Score: -26619526.000000 Penalty: 6070.414062
	Iteration 151Q: 3 clusters Score -2.661953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 203802 members 
Entering Unmasked Estep 
Score: -26619538.000000 Penalty: 6070.414062
	Iteration 152Q: 3 clusters Score -2.661954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 203805 members 
Entering Unmasked Estep 
Score: -26619548.000000 Penalty: 6070.414062
	Iteration 153Q: 3 clusters Score -2.661955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 203808 members 
Entering Unmasked Estep 
Score: -26619526.000000 Penalty: 6070.414062
	Iteration 154Q: 3 clusters Score -2.661953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 203814 members 
Entering Unmasked Estep 
Score: -26619526.000000 Penalty: 6070.414062
	Iteration 155Q: 3 clusters Score -2.661953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 203819 members 
Entering Unmasked Estep 
Score: -26619520.000000 Penalty: 6070.414062
	Iteration 156Q: 3 clusters Score -2.661952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 203824 members 
Entering Unmasked Estep 
Score: -26619510.000000 Penalty: 6070.414062
	Iteration 157Q: 3 clusters Score -2.661951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 203826 members 
Entering Unmasked Estep 
Score: -26619514.000000 Penalty: 6070.414062
	Iteration 158Q: 3 clusters Score -2.661951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 203835 members 
Entering Unmasked Estep 
Score: -26619502.000000 Penalty: 6070.414062
	Iteration 159Q: 3 clusters Score -2.66195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 203844 members 
Entering Unmasked Estep 
Score: -26619504.000000 Penalty: 6070.414062
	Iteration 160F: 3 clusters Score -2.66195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -26619486.000000 Penalty: 6070.414062
	Iteration 161Q: 3 clusters Score -2.661949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 203860 members 
Entering Unmasked Estep 
Score: -26619498.000000 Penalty: 6070.414062
	Iteration 162Q: 3 clusters Score -2.66195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 203863 members 
Entering Unmasked Estep 
Score: -26619494.000000 Penalty: 6070.414062
	Iteration 163Q: 3 clusters Score -2.661949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 203866 members 
Entering Unmasked Estep 
Score: -26619478.000000 Penalty: 6070.414062
	Iteration 164Q: 3 clusters Score -2.661948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 203872 members 
Entering Unmasked Estep 
Score: -26619482.000000 Penalty: 6070.414062
	Iteration 165Q: 3 clusters Score -2.661948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 203877 members 
Entering Unmasked Estep 
Score: -26619480.000000 Penalty: 6070.414062
	Iteration 166Q: 3 clusters Score -2.661948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 203881 members 
Entering Unmasked Estep 
Score: -26619478.000000 Penalty: 6070.414062
	Iteration 167Q: 3 clusters Score -2.661948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 203886 members 
Entering Unmasked Estep 
Score: -26619470.000000 Penalty: 6070.414062
	Iteration 168Q: 3 clusters Score -2.661947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 203895 members 
Entering Unmasked Estep 
Score: -26619464.000000 Penalty: 6070.414062
	Iteration 169Q: 3 clusters Score -2.661946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 203903 members 
Entering Unmasked Estep 
Score: -26619452.000000 Penalty: 6070.414062
	Iteration 170Q: 3 clusters Score -2.661945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 203912 members 
Entering Unmasked Estep 
Score: -26619458.000000 Penalty: 6070.414062
	Iteration 171Q: 3 clusters Score -2.661946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 203920 members 
Entering Unmasked Estep 
Score: -26619480.000000 Penalty: 6070.414062
	Iteration 172Q: 3 clusters Score -2.661948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 203923 members 
Entering Unmasked Estep 
Score: -26619470.000000 Penalty: 6070.414062
	Iteration 173Q: 3 clusters Score -2.661947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -26619474.000000 Penalty: 6070.414062
	Iteration 174Q: 3 clusters Score -2.661947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 203932 members 
Entering Unmasked Estep 
Score: -26619478.000000 Penalty: 6070.414062
	Iteration 175Q: 3 clusters Score -2.661948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 203934 members 
Entering Unmasked Estep 
Score: -26619472.000000 Penalty: 6070.414062
	Iteration 176Q: 3 clusters Score -2.661947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 203935 members 
Entering Unmasked Estep 
Score: -26619468.000000 Penalty: 6070.414062
	Iteration 177Q: 3 clusters Score -2.661947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 203937 members 
Entering Unmasked Estep 
Score: -26619466.000000 Penalty: 6070.414062
	Iteration 178Q: 3 clusters Score -2.661947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 203939 members 
Entering Unmasked Estep 
Score: -26619472.000000 Penalty: 6070.414062
	Iteration 179Q: 3 clusters Score -2.661947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 203941 members 
Entering Unmasked Estep 
Score: -26619468.000000 Penalty: 6070.414062
	Iteration 180F: 3 clusters Score -2.661947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 203942 members 
Entering Unmasked Estep 
Score: -26619460.000000 Penalty: 6070.414062
	Iteration 181Q: 3 clusters Score -2.661946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 203945 members 
Entering Unmasked Estep 
Score: -26619460.000000 Penalty: 6070.414062
	Iteration 182Q: 3 clusters Score -2.661946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 203945 members 
Entering Unmasked Estep 
Score: -26619468.000000 Penalty: 6070.414062
	Iteration 183Q: 3 clusters Score -2.661947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 203947 members 
Entering Unmasked Estep 
Score: -26619458.000000 Penalty: 6070.414062
	Iteration 184Q: 3 clusters Score -2.661946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 203950 members 
Entering Unmasked Estep 
Score: -26619470.000000 Penalty: 6070.414062
	Iteration 185Q: 3 clusters Score -2.661947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 203952 members 
Entering Unmasked Estep 
Score: -26619452.000000 Penalty: 6070.414062
	Iteration 186Q: 3 clusters Score -2.661945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -26619462.000000 Penalty: 6070.414062
	Iteration 187Q: 3 clusters Score -2.661946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -26619462.000000 Penalty: 6070.414062
	Iteration 188F: 3 clusters Score -2.661946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -256436.359375 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -256436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -253780.312500 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -253780.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256728.765625 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -256728.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258752.015625 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -258752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -261259.390625 Penalty: 3872.323242
	Iteration 3F: 3 clusters Score -261259.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -264305.281250 Penalty: 3872.323242
	Iteration 4F: 3 clusters Score -264305.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -265203.093750 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -265203.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -266220.250000 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -266220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267411.062500 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -267411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -268307.812500 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -268307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -268307.812500 Penalty: 3872.323242
	Iteration 9F: 3 clusters Score -268307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 50862 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
Score: -138535648.000000 Penalty: 62066.378906
Splitting cluster 3 changes total score from -138525344.000000 to -138535648.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -145871.609375 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -145871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143820.453125 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -143820.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144295.453125 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -144295.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144477.406250 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -144477.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144609.859375 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -144609.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144730.453125 Penalty: 3530.536133
	Iteration 4F: 3 clusters Score -144730.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144823.609375 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -144823.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -144854.843750 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -144854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -144873.437500 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -144873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144888.343750 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -144888.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -144897.640625 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -144897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144903.421875 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -144903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144910.484375 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -144910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144918.171875 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -144918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -144927.531250 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -144927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -144933.468750 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -144933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144938.812500 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -144938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144942.906250 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -144942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -144947.203125 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -144947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -144949.437500 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -144949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -144951.468750 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -144951.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -144951.468750 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -144951.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Entering Unmasked Estep 
Score: -6363455.000000 Penalty: 2687.543945
	Iteration 0F: 2 clusters Score -6363455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6329199.000000 Penalty: 5375.087891
	Iteration 0F: 3 clusters Score -6329199 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6343471.000000 Penalty: 5375.087891
	Iteration 1F: 3 clusters Score -6343471 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -6345924.000000 Penalty: 5375.087891
	Iteration 2F: 3 clusters Score -6345924 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -6349384.000000 Penalty: 5375.087891
	Iteration 3F: 3 clusters Score -6349384 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6353353.500000 Penalty: 5375.087891
	Iteration 4F: 3 clusters Score -6353354 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -6356652.500000 Penalty: 5375.087891
	Iteration 5F: 3 clusters Score -6356652 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -6358884.000000 Penalty: 5375.087891
	Iteration 6F: 3 clusters Score -6358884 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -6360413.500000 Penalty: 5375.087891
	Iteration 7Q: 3 clusters Score -6360414 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6361592.000000 Penalty: 5375.087891
	Iteration 8Q: 3 clusters Score -6361592 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6362859.500000 Penalty: 5375.087891
	Iteration 9Q: 3 clusters Score -6362860 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6363935.500000 Penalty: 5375.087891
	Iteration 10Q: 3 clusters Score -6363936 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6364395.500000 Penalty: 5375.087891
	Iteration 11Q: 3 clusters Score -6364396 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6364573.500000 Penalty: 5375.087891
	Iteration 12Q: 3 clusters Score -6364574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6364678.000000 Penalty: 5375.087891
	Iteration 13Q: 3 clusters Score -6364678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6364721.000000 Penalty: 5375.087891
	Iteration 14Q: 3 clusters Score -6364721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6364757.000000 Penalty: 5375.087891
	Iteration 15Q: 3 clusters Score -6364757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6364777.500000 Penalty: 5375.087891
	Iteration 16Q: 3 clusters Score -6364778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6364785.000000 Penalty: 5375.087891
	Iteration 17Q: 3 clusters Score -6364785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6364795.000000 Penalty: 5375.087891
	Iteration 18Q: 3 clusters Score -6364795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6364783.500000 Penalty: 5375.087891
	Iteration 19Q: 3 clusters Score -6364784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6364797.500000 Penalty: 5375.087891
	Iteration 20F: 3 clusters Score -6364798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6364809.500000 Penalty: 5375.087891
	Iteration 21Q: 3 clusters Score -6364810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6364810.500000 Penalty: 5375.087891
	Iteration 22Q: 3 clusters Score -6364810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6364820.500000 Penalty: 5375.087891
	Iteration 23Q: 3 clusters Score -6364820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6364814.500000 Penalty: 5375.087891
	Iteration 24Q: 3 clusters Score -6364814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6364808.500000 Penalty: 5375.087891
	Iteration 25Q: 3 clusters Score -6364808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6364818.000000 Penalty: 5375.087891
	Iteration 26Q: 3 clusters Score -6364818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6364814.000000 Penalty: 5375.087891
	Iteration 27Q: 3 clusters Score -6364814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6364813.000000 Penalty: 5375.087891
	Iteration 28Q: 3 clusters Score -6364813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6364815.000000 Penalty: 5375.087891
	Iteration 29Q: 3 clusters Score -6364815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6364812.000000 Penalty: 5375.087891
	Iteration 30Q: 3 clusters Score -6364812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6364812.000000 Penalty: 5375.087891
	Iteration 31Q: 3 clusters Score -6364812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6364813.500000 Penalty: 5375.087891
	Iteration 32Q: 3 clusters Score -6364814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6364815.500000 Penalty: 5375.087891
	Iteration 33Q: 3 clusters Score -6364816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6364818.000000 Penalty: 5375.087891
	Iteration 34Q: 3 clusters Score -6364818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6364815.500000 Penalty: 5375.087891
	Iteration 35Q: 3 clusters Score -6364816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6364811.000000 Penalty: 5375.087891
	Iteration 36Q: 3 clusters Score -6364811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6364811.000000 Penalty: 5375.087891
	Iteration 37F: 3 clusters Score -6364811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
Score: -138536432.000000 Penalty: 65514.511719
Splitting cluster 5 changes total score from -138525344.000000 to -138536432.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (183790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183790 members 
Entering Unmasked Estep 
Score: -23759264.000000 Penalty: 3006.144043
	Iteration 0F: 2 clusters Score -2.375926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -23638122.000000 Penalty: 6012.288086
	Iteration 0F: 3 clusters Score -2.363812e+07 nChanged 87950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -23690086.000000 Penalty: 6012.288086
	Iteration 1F: 3 clusters Score -2.369009e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -23691198.000000 Penalty: 6012.288086
	Iteration 2Q: 3 clusters Score -2.36912e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -23693216.000000 Penalty: 6012.288086
	Iteration 3Q: 3 clusters Score -2.369322e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -23696234.000000 Penalty: 6012.288086
	Iteration 4Q: 3 clusters Score -2.369623e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -23700866.000000 Penalty: 6012.288086
	Iteration 5Q: 3 clusters Score -2.370087e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -23708248.000000 Penalty: 6012.288086
	Iteration 6F: 3 clusters Score -2.370825e+07 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -23718734.000000 Penalty: 6012.288086
	Iteration 7F: 3 clusters Score -2.371873e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -23730448.000000 Penalty: 6012.288086
	Iteration 8F: 3 clusters Score -2.373045e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 152125 members 
Entering Unmasked Estep 
Score: -23740746.000000 Penalty: 6012.288086
	Iteration 9F: 3 clusters Score -2.374075e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 158657 members 
Entering Unmasked Estep 
Score: -23747690.000000 Penalty: 6012.288086
	Iteration 10Q: 3 clusters Score -2.374769e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -23751290.000000 Penalty: 6012.288086
	Iteration 11Q: 3 clusters Score -2.375129e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -23753450.000000 Penalty: 6012.288086
	Iteration 12Q: 3 clusters Score -2.375345e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -23754426.000000 Penalty: 6012.288086
	Iteration 13Q: 3 clusters Score -2.375443e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 169316 members 
Entering Unmasked Estep 
Score: -23755396.000000 Penalty: 6012.288086
	Iteration 14Q: 3 clusters Score -2.37554e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -23755926.000000 Penalty: 6012.288086
	Iteration 15Q: 3 clusters Score -2.375593e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -23756342.000000 Penalty: 6012.288086
	Iteration 16Q: 3 clusters Score -2.375634e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -23756794.000000 Penalty: 6012.288086
	Iteration 17Q: 3 clusters Score -2.375679e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 174540 members 
Entering Unmasked Estep 
Score: -23757218.000000 Penalty: 6012.288086
	Iteration 18Q: 3 clusters Score -2.375722e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -23757442.000000 Penalty: 6012.288086
	Iteration 19Q: 3 clusters Score -2.375744e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 176287 members 
Entering Unmasked Estep 
Score: -23757700.000000 Penalty: 6012.288086
	Iteration 20F: 3 clusters Score -2.37577e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -23757792.000000 Penalty: 6012.288086
	Iteration 21Q: 3 clusters Score -2.375779e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 177516 members 
Entering Unmasked Estep 
Score: -23757838.000000 Penalty: 6012.288086
	Iteration 22Q: 3 clusters Score -2.375784e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -23757902.000000 Penalty: 6012.288086
	Iteration 23Q: 3 clusters Score -2.37579e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 178391 members 
Entering Unmasked Estep 
Score: -23758016.000000 Penalty: 6012.288086
	Iteration 24Q: 3 clusters Score -2.375802e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 178759 members 
Entering Unmasked Estep 
Score: -23758104.000000 Penalty: 6012.288086
	Iteration 25Q: 3 clusters Score -2.37581e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -23758110.000000 Penalty: 6012.288086
	Iteration 26Q: 3 clusters Score -2.375811e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 179342 members 
Entering Unmasked Estep 
Score: -23758122.000000 Penalty: 6012.288086
	Iteration 27Q: 3 clusters Score -2.375812e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -23758098.000000 Penalty: 6012.288086
	Iteration 28Q: 3 clusters Score -2.37581e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 179684 members 
Entering Unmasked Estep 
Score: -23758084.000000 Penalty: 6012.288086
	Iteration 29Q: 3 clusters Score -2.375808e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -23758136.000000 Penalty: 6012.288086
	Iteration 30Q: 3 clusters Score -2.375814e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 179955 members 
Entering Unmasked Estep 
Score: -23758118.000000 Penalty: 6012.288086
	Iteration 31Q: 3 clusters Score -2.375812e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -23758158.000000 Penalty: 6012.288086
	Iteration 32Q: 3 clusters Score -2.375816e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 180157 members 
Entering Unmasked Estep 
Score: -23758186.000000 Penalty: 6012.288086
	Iteration 33Q: 3 clusters Score -2.375819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -23758200.000000 Penalty: 6012.288086
	Iteration 34Q: 3 clusters Score -2.37582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -23758202.000000 Penalty: 6012.288086
	Iteration 35Q: 3 clusters Score -2.37582e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 180363 members 
Entering Unmasked Estep 
Score: -23758178.000000 Penalty: 6012.288086
	Iteration 36Q: 3 clusters Score -2.375818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 180416 members 
Entering Unmasked Estep 
Score: -23758188.000000 Penalty: 6012.288086
	Iteration 37Q: 3 clusters Score -2.375819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 180462 members 
Entering Unmasked Estep 
Score: -23758208.000000 Penalty: 6012.288086
	Iteration 38Q: 3 clusters Score -2.375821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -23758210.000000 Penalty: 6012.288086
	Iteration 39Q: 3 clusters Score -2.375821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -23758200.000000 Penalty: 6012.288086
	Iteration 40F: 3 clusters Score -2.37582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -23758214.000000 Penalty: 6012.288086
	Iteration 41Q: 3 clusters Score -2.375821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -23758204.000000 Penalty: 6012.288086
	Iteration 42Q: 3 clusters Score -2.37582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -23758200.000000 Penalty: 6012.288086
	Iteration 43Q: 3 clusters Score -2.37582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 180559 members 
Entering Unmasked Estep 
Score: -23758200.000000 Penalty: 6012.288086
	Iteration 44Q: 3 clusters Score -2.37582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -23758202.000000 Penalty: 6012.288086
	Iteration 45Q: 3 clusters Score -2.37582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -23758202.000000 Penalty: 6012.288086
	Iteration 46F: 3 clusters Score -2.37582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Entering Unmasked Estep 
Score: -18361166.000000 Penalty: 2941.297119
	Iteration 0F: 2 clusters Score -1.836117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -18267100.000000 Penalty: 5882.594238
	Iteration 0F: 3 clusters Score -1.82671e+07 nChanged 67742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -18306324.000000 Penalty: 5882.594238
	Iteration 1F: 3 clusters Score -1.830632e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -18307322.000000 Penalty: 5882.594238
	Iteration 2Q: 3 clusters Score -1.830732e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -18308426.000000 Penalty: 5882.594238
	Iteration 3Q: 3 clusters Score -1.830843e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -18310086.000000 Penalty: 5882.594238
	Iteration 4Q: 3 clusters Score -1.831009e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -18312488.000000 Penalty: 5882.594238
	Iteration 5Q: 3 clusters Score -1.831249e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -18316272.000000 Penalty: 5882.594238
	Iteration 6Q: 3 clusters Score -1.831627e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -18322228.000000 Penalty: 5882.594238
	Iteration 7F: 3 clusters Score -1.832223e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -18329292.000000 Penalty: 5882.594238
	Iteration 8F: 3 clusters Score -1.832929e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -18334606.000000 Penalty: 5882.594238
	Iteration 9F: 3 clusters Score -1.833461e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -18336826.000000 Penalty: 5882.594238
	Iteration 10Q: 3 clusters Score -1.833683e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -18337542.000000 Penalty: 5882.594238
	Iteration 11Q: 3 clusters Score -1.833754e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -18337880.000000 Penalty: 5882.594238
	Iteration 12Q: 3 clusters Score -1.833788e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -18338240.000000 Penalty: 5882.594238
	Iteration 13Q: 3 clusters Score -1.833824e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -18338552.000000 Penalty: 5882.594238
	Iteration 14Q: 3 clusters Score -1.833855e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -18338828.000000 Penalty: 5882.594238
	Iteration 15Q: 3 clusters Score -1.833883e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -18339128.000000 Penalty: 5882.594238
	Iteration 16Q: 3 clusters Score -1.833913e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -18339332.000000 Penalty: 5882.594238
	Iteration 17Q: 3 clusters Score -1.833933e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -18339564.000000 Penalty: 5882.594238
	Iteration 18Q: 3 clusters Score -1.833956e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -18339794.000000 Penalty: 5882.594238
	Iteration 19Q: 3 clusters Score -1.833979e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -18339966.000000 Penalty: 5882.594238
	Iteration 20F: 3 clusters Score -1.833997e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -18340174.000000 Penalty: 5882.594238
	Iteration 21Q: 3 clusters Score -1.834017e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -18340464.000000 Penalty: 5882.594238
	Iteration 22Q: 3 clusters Score -1.834046e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -18340680.000000 Penalty: 5882.594238
	Iteration 23Q: 3 clusters Score -1.834068e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -18340832.000000 Penalty: 5882.594238
	Iteration 24Q: 3 clusters Score -1.834083e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -18341030.000000 Penalty: 5882.594238
	Iteration 25Q: 3 clusters Score -1.834103e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -18341218.000000 Penalty: 5882.594238
	Iteration 26Q: 3 clusters Score -1.834122e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -18341480.000000 Penalty: 5882.594238
	Iteration 27Q: 3 clusters Score -1.834148e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -18341634.000000 Penalty: 5882.594238
	Iteration 28Q: 3 clusters Score -1.834163e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -18341918.000000 Penalty: 5882.594238
	Iteration 29Q: 3 clusters Score -1.834192e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -18342058.000000 Penalty: 5882.594238
	Iteration 30Q: 3 clusters Score -1.834206e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -18342366.000000 Penalty: 5882.594238
	Iteration 31Q: 3 clusters Score -1.834237e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -18342660.000000 Penalty: 5882.594238
	Iteration 32Q: 3 clusters Score -1.834266e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -18342916.000000 Penalty: 5882.594238
	Iteration 33Q: 3 clusters Score -1.834292e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -18343234.000000 Penalty: 5882.594238
	Iteration 34Q: 3 clusters Score -1.834323e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -18343572.000000 Penalty: 5882.594238
	Iteration 35Q: 3 clusters Score -1.834357e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -18343874.000000 Penalty: 5882.594238
	Iteration 36Q: 3 clusters Score -1.834387e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -18344134.000000 Penalty: 5882.594238
	Iteration 37Q: 3 clusters Score -1.834413e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -18344428.000000 Penalty: 5882.594238
	Iteration 38Q: 3 clusters Score -1.834443e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -18344696.000000 Penalty: 5882.594238
	Iteration 39Q: 3 clusters Score -1.83447e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -18345150.000000 Penalty: 5882.594238
	Iteration 40F: 3 clusters Score -1.834515e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -18345498.000000 Penalty: 5882.594238
	Iteration 41Q: 3 clusters Score -1.83455e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -18345912.000000 Penalty: 5882.594238
	Iteration 42Q: 3 clusters Score -1.834591e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -18346340.000000 Penalty: 5882.594238
	Iteration 43Q: 3 clusters Score -1.834634e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -18346764.000000 Penalty: 5882.594238
	Iteration 44Q: 3 clusters Score -1.834676e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -18347272.000000 Penalty: 5882.594238
	Iteration 45Q: 3 clusters Score -1.834727e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -18347882.000000 Penalty: 5882.594238
	Iteration 46Q: 3 clusters Score -1.834788e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -18348508.000000 Penalty: 5882.594238
	Iteration 47Q: 3 clusters Score -1.834851e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -18349070.000000 Penalty: 5882.594238
	Iteration 48Q: 3 clusters Score -1.834907e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 117216 members 
Entering Unmasked Estep 
Score: -18349934.000000 Penalty: 5882.594238
	Iteration 49Q: 3 clusters Score -1.834993e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -18350470.000000 Penalty: 5882.594238
	Iteration 50Q: 3 clusters Score -1.835047e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 121377 members 
Entering Unmasked Estep 
Score: -18351164.000000 Penalty: 5882.594238
	Iteration 51Q: 3 clusters Score -1.835116e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -18351874.000000 Penalty: 5882.594238
	Iteration 52Q: 3 clusters Score -1.835187e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -18352538.000000 Penalty: 5882.594238
	Iteration 53Q: 3 clusters Score -1.835254e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -18353194.000000 Penalty: 5882.594238
	Iteration 54Q: 3 clusters Score -1.835319e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 128711 members 
Entering Unmasked Estep 
Score: -18353806.000000 Penalty: 5882.594238
	Iteration 55Q: 3 clusters Score -1.835381e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -18354352.000000 Penalty: 5882.594238
	Iteration 56Q: 3 clusters Score -1.835435e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -18354902.000000 Penalty: 5882.594238
	Iteration 57Q: 3 clusters Score -1.83549e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -18355456.000000 Penalty: 5882.594238
	Iteration 58Q: 3 clusters Score -1.835546e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -18355936.000000 Penalty: 5882.594238
	Iteration 59Q: 3 clusters Score -1.835594e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -18356318.000000 Penalty: 5882.594238
	Iteration 60F: 3 clusters Score -1.835632e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -18356748.000000 Penalty: 5882.594238
	Iteration 61Q: 3 clusters Score -1.835675e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 136941 members 
Entering Unmasked Estep 
Score: -18356990.000000 Penalty: 5882.594238
	Iteration 62Q: 3 clusters Score -1.835699e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -18357320.000000 Penalty: 5882.594238
	Iteration 63Q: 3 clusters Score -1.835732e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -18357602.000000 Penalty: 5882.594238
	Iteration 64Q: 3 clusters Score -1.83576e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -18357782.000000 Penalty: 5882.594238
	Iteration 65Q: 3 clusters Score -1.835778e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -18357874.000000 Penalty: 5882.594238
	Iteration 66Q: 3 clusters Score -1.835787e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -18357958.000000 Penalty: 5882.594238
	Iteration 67Q: 3 clusters Score -1.835796e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -18358052.000000 Penalty: 5882.594238
	Iteration 68Q: 3 clusters Score -1.835805e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -18358126.000000 Penalty: 5882.594238
	Iteration 69Q: 3 clusters Score -1.835813e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -18358218.000000 Penalty: 5882.594238
	Iteration 70Q: 3 clusters Score -1.835822e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -18358248.000000 Penalty: 5882.594238
	Iteration 71Q: 3 clusters Score -1.835825e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -18358286.000000 Penalty: 5882.594238
	Iteration 72Q: 3 clusters Score -1.835829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 139844 members 
Entering Unmasked Estep 
Score: -18358342.000000 Penalty: 5882.594238
	Iteration 73Q: 3 clusters Score -1.835834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -18358384.000000 Penalty: 5882.594238
	Iteration 74Q: 3 clusters Score -1.835838e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -18358412.000000 Penalty: 5882.594238
	Iteration 75Q: 3 clusters Score -1.835841e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 140062 members 
Entering Unmasked Estep 
Score: -18358442.000000 Penalty: 5882.594238
	Iteration 76Q: 3 clusters Score -1.835844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -18358436.000000 Penalty: 5882.594238
	Iteration 77Q: 3 clusters Score -1.835844e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -18358450.000000 Penalty: 5882.594238
	Iteration 78Q: 3 clusters Score -1.835845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -18358476.000000 Penalty: 5882.594238
	Iteration 79Q: 3 clusters Score -1.835848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 140196 members 
Entering Unmasked Estep 
Score: -18358492.000000 Penalty: 5882.594238
	Iteration 80F: 3 clusters Score -1.835849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -18358510.000000 Penalty: 5882.594238
	Iteration 81Q: 3 clusters Score -1.835851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 140240 members 
Entering Unmasked Estep 
Score: -18358520.000000 Penalty: 5882.594238
	Iteration 82Q: 3 clusters Score -1.835852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -18358524.000000 Penalty: 5882.594238
	Iteration 83Q: 3 clusters Score -1.835852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -18358540.000000 Penalty: 5882.594238
	Iteration 84Q: 3 clusters Score -1.835854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -18358544.000000 Penalty: 5882.594238
	Iteration 85Q: 3 clusters Score -1.835854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -18358552.000000 Penalty: 5882.594238
	Iteration 86Q: 3 clusters Score -1.835855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -18358568.000000 Penalty: 5882.594238
	Iteration 87Q: 3 clusters Score -1.835857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 140348 members 
Entering Unmasked Estep 
Score: -18358566.000000 Penalty: 5882.594238
	Iteration 88Q: 3 clusters Score -1.835857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -18358572.000000 Penalty: 5882.594238
	Iteration 89Q: 3 clusters Score -1.835857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -18358570.000000 Penalty: 5882.594238
	Iteration 90Q: 3 clusters Score -1.835857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -18358594.000000 Penalty: 5882.594238
	Iteration 91Q: 3 clusters Score -1.835859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 140404 members 
Entering Unmasked Estep 
Score: -18358594.000000 Penalty: 5882.594238
	Iteration 92Q: 3 clusters Score -1.835859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -18358618.000000 Penalty: 5882.594238
	Iteration 93Q: 3 clusters Score -1.835862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -18358618.000000 Penalty: 5882.594238
	Iteration 94Q: 3 clusters Score -1.835862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -18358608.000000 Penalty: 5882.594238
	Iteration 95Q: 3 clusters Score -1.835861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -18358616.000000 Penalty: 5882.594238
	Iteration 96Q: 3 clusters Score -1.835862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -18358616.000000 Penalty: 5882.594238
	Iteration 97Q: 3 clusters Score -1.835862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -18358626.000000 Penalty: 5882.594238
	Iteration 98Q: 3 clusters Score -1.835863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 140448 members 
Entering Unmasked Estep 
Score: -18358616.000000 Penalty: 5882.594238
	Iteration 99Q: 3 clusters Score -1.835862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 140452 members 
Entering Unmasked Estep 
Score: -18358622.000000 Penalty: 5882.594238
	Iteration 100F: 3 clusters Score -1.835862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -18358614.000000 Penalty: 5882.594238
	Iteration 101Q: 3 clusters Score -1.835861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -18358618.000000 Penalty: 5882.594238
	Iteration 102Q: 3 clusters Score -1.835862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -18358620.000000 Penalty: 5882.594238
	Iteration 103Q: 3 clusters Score -1.835862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 140462 members 
Entering Unmasked Estep 
Score: -18358616.000000 Penalty: 5882.594238
	Iteration 104Q: 3 clusters Score -1.835862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -18358626.000000 Penalty: 5882.594238
	Iteration 105Q: 3 clusters Score -1.835863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 140468 members 
Entering Unmasked Estep 
Score: -18358630.000000 Penalty: 5882.594238
	Iteration 106Q: 3 clusters Score -1.835863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -18358618.000000 Penalty: 5882.594238
	Iteration 107Q: 3 clusters Score -1.835862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -18358624.000000 Penalty: 5882.594238
	Iteration 108Q: 3 clusters Score -1.835862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
Score: -18358632.000000 Penalty: 5882.594238
	Iteration 109Q: 3 clusters Score -1.835863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -18358640.000000 Penalty: 5882.594238
	Iteration 110Q: 3 clusters Score -1.835864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 140487 members 
Entering Unmasked Estep 
Score: -18358644.000000 Penalty: 5882.594238
	Iteration 111Q: 3 clusters Score -1.835864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 140490 members 
Entering Unmasked Estep 
Score: -18358652.000000 Penalty: 5882.594238
	Iteration 112Q: 3 clusters Score -1.835865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
Score: -18358644.000000 Penalty: 5882.594238
	Iteration 113Q: 3 clusters Score -1.835864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 140494 members 
Entering Unmasked Estep 
Score: -18358638.000000 Penalty: 5882.594238
	Iteration 114Q: 3 clusters Score -1.835864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -18358634.000000 Penalty: 5882.594238
	Iteration 115Q: 3 clusters Score -1.835863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -18358638.000000 Penalty: 5882.594238
	Iteration 116Q: 3 clusters Score -1.835864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -18358638.000000 Penalty: 5882.594238
	Iteration 117F: 3 clusters Score -1.835864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -212606.906250 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -212606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210164.578125 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -210164.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -210668.515625 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -210668.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210909.562500 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -210909.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -211254.531250 Penalty: 3707.486816
	Iteration 3F: 3 clusters Score -211254.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -211640.765625 Penalty: 3707.486816
	Iteration 4F: 3 clusters Score -211640.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -211920.328125 Penalty: 3707.486816
	Iteration 5F: 3 clusters Score -211920.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -212108.046875 Penalty: 3707.486816
	Iteration 6F: 3 clusters Score -212108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -212235.687500 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -212235.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -212317.609375 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -212317.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -212379.562500 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -212379.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -212405.078125 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -212405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212410.156250 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -212410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -212411.250000 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -212411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -212411.250000 Penalty: 3707.486816
	Iteration 13F: 3 clusters Score -212411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Entering Unmasked Estep 
Score: -3562514.750000 Penalty: 2531.801025
	Iteration 0F: 2 clusters Score -3562515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3543808.000000 Penalty: 5063.602051
	Iteration 0F: 3 clusters Score -3543808 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3550592.500000 Penalty: 5063.602051
	Iteration 1F: 3 clusters Score -3550592 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3551118.000000 Penalty: 5063.602051
	Iteration 2F: 3 clusters Score -3551118 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3551596.500000 Penalty: 5063.602051
	Iteration 3Q: 3 clusters Score -3551596 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3552099.000000 Penalty: 5063.602051
	Iteration 4Q: 3 clusters Score -3552099 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3552599.250000 Penalty: 5063.602051
	Iteration 5Q: 3 clusters Score -3552599 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3553250.000000 Penalty: 5063.602051
	Iteration 6Q: 3 clusters Score -3553250 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3554074.250000 Penalty: 5063.602051
	Iteration 7F: 3 clusters Score -3554074 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3555114.250000 Penalty: 5063.602051
	Iteration 8F: 3 clusters Score -3555114 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3556221.500000 Penalty: 5063.602051
	Iteration 9F: 3 clusters Score -3556222 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3556955.500000 Penalty: 5063.602051
	Iteration 10Q: 3 clusters Score -3556956 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3557363.250000 Penalty: 5063.602051
	Iteration 11Q: 3 clusters Score -3557363 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3557572.750000 Penalty: 5063.602051
	Iteration 12Q: 3 clusters Score -3557573 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3557696.000000 Penalty: 5063.602051
	Iteration 13Q: 3 clusters Score -3557696 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3557809.000000 Penalty: 5063.602051
	Iteration 14Q: 3 clusters Score -3557809 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3557864.750000 Penalty: 5063.602051
	Iteration 15Q: 3 clusters Score -3557865 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3557924.500000 Penalty: 5063.602051
	Iteration 16Q: 3 clusters Score -3557924 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3557960.750000 Penalty: 5063.602051
	Iteration 17Q: 3 clusters Score -3557961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3558011.750000 Penalty: 5063.602051
	Iteration 18Q: 3 clusters Score -3558012 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3558034.250000 Penalty: 5063.602051
	Iteration 19Q: 3 clusters Score -3558034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3558049.500000 Penalty: 5063.602051
	Iteration 20F: 3 clusters Score -3558050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3558054.500000 Penalty: 5063.602051
	Iteration 21Q: 3 clusters Score -3558054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3558083.500000 Penalty: 5063.602051
	Iteration 22Q: 3 clusters Score -3558084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3558107.500000 Penalty: 5063.602051
	Iteration 23Q: 3 clusters Score -3558108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3558110.250000 Penalty: 5063.602051
	Iteration 24Q: 3 clusters Score -3558110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3558140.000000 Penalty: 5063.602051
	Iteration 25Q: 3 clusters Score -3558140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3558162.750000 Penalty: 5063.602051
	Iteration 26Q: 3 clusters Score -3558163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3558180.000000 Penalty: 5063.602051
	Iteration 27Q: 3 clusters Score -3558180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3558196.750000 Penalty: 5063.602051
	Iteration 28Q: 3 clusters Score -3558197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3558207.500000 Penalty: 5063.602051
	Iteration 29Q: 3 clusters Score -3558208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3558222.750000 Penalty: 5063.602051
	Iteration 30Q: 3 clusters Score -3558223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3558228.750000 Penalty: 5063.602051
	Iteration 31Q: 3 clusters Score -3558229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3558254.500000 Penalty: 5063.602051
	Iteration 32Q: 3 clusters Score -3558254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3558266.750000 Penalty: 5063.602051
	Iteration 33Q: 3 clusters Score -3558267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3558289.000000 Penalty: 5063.602051
	Iteration 34Q: 3 clusters Score -3558289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3558297.250000 Penalty: 5063.602051
	Iteration 35Q: 3 clusters Score -3558297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3558318.250000 Penalty: 5063.602051
	Iteration 36Q: 3 clusters Score -3558318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3558340.750000 Penalty: 5063.602051
	Iteration 37Q: 3 clusters Score -3558341 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3558366.500000 Penalty: 5063.602051
	Iteration 38Q: 3 clusters Score -3558366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3558391.250000 Penalty: 5063.602051
	Iteration 39Q: 3 clusters Score -3558391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3558402.500000 Penalty: 5063.602051
	Iteration 40F: 3 clusters Score -3558402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3558429.750000 Penalty: 5063.602051
	Iteration 41Q: 3 clusters Score -3558430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3558441.500000 Penalty: 5063.602051
	Iteration 42Q: 3 clusters Score -3558442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3558456.750000 Penalty: 5063.602051
	Iteration 43Q: 3 clusters Score -3558457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3558491.250000 Penalty: 5063.602051
	Iteration 44Q: 3 clusters Score -3558491 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3558525.500000 Penalty: 5063.602051
	Iteration 45Q: 3 clusters Score -3558526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3558555.500000 Penalty: 5063.602051
	Iteration 46Q: 3 clusters Score -3558556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3558597.250000 Penalty: 5063.602051
	Iteration 47Q: 3 clusters Score -3558597 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3558628.750000 Penalty: 5063.602051
	Iteration 48Q: 3 clusters Score -3558629 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3558652.750000 Penalty: 5063.602051
	Iteration 49Q: 3 clusters Score -3558653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3558677.750000 Penalty: 5063.602051
	Iteration 50Q: 3 clusters Score -3558678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3558691.250000 Penalty: 5063.602051
	Iteration 51Q: 3 clusters Score -3558691 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3558732.000000 Penalty: 5063.602051
	Iteration 52Q: 3 clusters Score -3558732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3558746.000000 Penalty: 5063.602051
	Iteration 53Q: 3 clusters Score -3558746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3558785.750000 Penalty: 5063.602051
	Iteration 54Q: 3 clusters Score -3558786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3558820.750000 Penalty: 5063.602051
	Iteration 55Q: 3 clusters Score -3558821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3558841.250000 Penalty: 5063.602051
	Iteration 56Q: 3 clusters Score -3558841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3558857.750000 Penalty: 5063.602051
	Iteration 57Q: 3 clusters Score -3558858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3558908.000000 Penalty: 5063.602051
	Iteration 58Q: 3 clusters Score -3558908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3558951.000000 Penalty: 5063.602051
	Iteration 59Q: 3 clusters Score -3558951 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3558968.250000 Penalty: 5063.602051
	Iteration 60F: 3 clusters Score -3558968 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3559006.500000 Penalty: 5063.602051
	Iteration 61Q: 3 clusters Score -3559006 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3559068 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3559120.750000 Penalty: 5063.602051
	Iteration 63Q: 3 clusters Score -3559121 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3559146.000000 Penalty: 5063.602051
	Iteration 64Q: 3 clusters Score -3559146 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3559197.500000 Penalty: 5063.602051
	Iteration 65Q: 3 clusters Score -3559198 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3559251.250000 Penalty: 5063.602051
	Iteration 66Q: 3 clusters Score -3559251 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3559294 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3559340.000000 Penalty: 5063.602051
	Iteration 68Q: 3 clusters Score -3559340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3559402.000000 Penalty: 5063.602051
	Iteration 69Q: 3 clusters Score -3559402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3559451.250000 Penalty: 5063.602051
	Iteration 70Q: 3 clusters Score -3559451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3559497.250000 Penalty: 5063.602051
	Iteration 71Q: 3 clusters Score -3559497 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3559537.250000 Penalty: 5063.602051
	Iteration 72Q: 3 clusters Score -3559537 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3559590.250000 Penalty: 5063.602051
	Iteration 73Q: 3 clusters Score -3559590 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3559633.000000 Penalty: 5063.602051
	Iteration 74Q: 3 clusters Score -3559633 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3559664.750000 Penalty: 5063.602051
	Iteration 75Q: 3 clusters Score -3559665 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3559698.500000 Penalty: 5063.602051
	Iteration 76Q: 3 clusters Score -3559698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3559748.250000 Penalty: 5063.602051
	Iteration 77Q: 3 clusters Score -3559748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3559777.000000 Penalty: 5063.602051
	Iteration 78Q: 3 clusters Score -3559777 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3559807.250000 Penalty: 5063.602051
	Iteration 79Q: 3 clusters Score -3559807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3559839.000000 Penalty: 5063.602051
	Iteration 80F: 3 clusters Score -3559839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3559876.500000 Penalty: 5063.602051
	Iteration 81Q: 3 clusters Score -3559876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3559918.250000 Penalty: 5063.602051
	Iteration 82Q: 3 clusters Score -3559918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3559940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3559969.250000 Penalty: 5063.602051
	Iteration 84Q: 3 clusters Score -3559969 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3559991.250000 Penalty: 5063.602051
	Iteration 85Q: 3 clusters Score -3559991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3560006.750000 Penalty: 5063.602051
	Iteration 86Q: 3 clusters Score -3560007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3560016.750000 Penalty: 5063.602051
	Iteration 87Q: 3 clusters Score -3560017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3560048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3560081.250000 Penalty: 5063.602051
	Iteration 89Q: 3 clusters Score -3560081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3560095.000000 Penalty: 5063.602051
	Iteration 90Q: 3 clusters Score -3560095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3560122.750000 Penalty: 5063.602051
	Iteration 91Q: 3 clusters Score -3560123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3560137.000000 Penalty: 5063.602051
	Iteration 92Q: 3 clusters Score -3560137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3560143.250000 Penalty: 5063.602051
	Iteration 93Q: 3 clusters Score -3560143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3560163.750000 Penalty: 5063.602051
	Iteration 94Q: 3 clusters Score -3560164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3560187.500000 Penalty: 5063.602051
	Iteration 95Q: 3 clusters Score -3560188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3560200.750000 Penalty: 5063.602051
	Iteration 96Q: 3 clusters Score -3560201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3560208.000000 Penalty: 5063.602051
	Iteration 97Q: 3 clusters Score -3560208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3560225.250000 Penalty: 5063.602051
	Iteration 98Q: 3 clusters Score -3560225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3560228.000000 Penalty: 5063.602051
	Iteration 99Q: 3 clusters Score -3560228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3560236.000000 Penalty: 5063.602051
	Iteration 100F: 3 clusters Score -3560236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3560242.750000 Penalty: 5063.602051
	Iteration 101Q: 3 clusters Score -3560243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3560239.500000 Penalty: 5063.602051
	Iteration 102Q: 3 clusters Score -3560240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3560246.500000 Penalty: 5063.602051
	Iteration 103Q: 3 clusters Score -3560246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3560259.000000 Penalty: 5063.602051
	Iteration 104Q: 3 clusters Score -3560259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3560268.250000 Penalty: 5063.602051
	Iteration 105Q: 3 clusters Score -3560268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3560281.000000 Penalty: 5063.602051
	Iteration 106Q: 3 clusters Score -3560281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3560283.500000 Penalty: 5063.602051
	Iteration 107Q: 3 clusters Score -3560284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3560284 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3560281.750000 Penalty: 5063.602051
	Iteration 109Q: 3 clusters Score -3560282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3560282.250000 Penalty: 5063.602051
	Iteration 110Q: 3 clusters Score -3560282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3560284.250000 Penalty: 5063.602051
	Iteration 111Q: 3 clusters Score -3560284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3560287.500000 Penalty: 5063.602051
	Iteration 112Q: 3 clusters Score -3560288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3560288.750000 Penalty: 5063.602051
	Iteration 113Q: 3 clusters Score -3560289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3560290.500000 Penalty: 5063.602051
	Iteration 114Q: 3 clusters Score -3560290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3560293.750000 Penalty: 5063.602051
	Iteration 115Q: 3 clusters Score -3560294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3560293.750000 Penalty: 5063.602051
	Iteration 116Q: 3 clusters Score -3560294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3560293 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3560291.750000 Penalty: 5063.602051
	Iteration 118Q: 3 clusters Score -3560292 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3560294 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3560292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3560290.750000 Penalty: 5063.602051
	Iteration 121Q: 3 clusters Score -3560291 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3560292.750000 Penalty: 5063.602051
	Iteration 122Q: 3 clusters Score -3560293 nChanged 7
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Mstep: Class 1 contains 1803 members 
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Entering Unmasked Estep 
Score: -3560290.250000 Penalty: 5063.602051
	Iteration 123Q: 3 clusters Score -3560290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3560291.500000 Penalty: 5063.602051
	Iteration 124Q: 3 clusters Score -3560292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3560293.250000 Penalty: 5063.602051
	Iteration 125Q: 3 clusters Score -3560293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3560298.250000 Penalty: 5063.602051
	Iteration 126Q: 3 clusters Score -3560298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3560299.750000 Penalty: 5063.602051
	Iteration 127Q: 3 clusters Score -3560300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3560296.250000 Penalty: 5063.602051
	Iteration 128Q: 3 clusters Score -3560296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3560298.500000 Penalty: 5063.602051
	Iteration 129Q: 3 clusters Score -3560298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3560304.750000 Penalty: 5063.602051
	Iteration 130Q: 3 clusters Score -3560305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3560312.750000 Penalty: 5063.602051
	Iteration 131Q: 3 clusters Score -3560313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3560318.750000 Penalty: 5063.602051
	Iteration 132Q: 3 clusters Score -3560319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3560314.250000 Penalty: 5063.602051
	Iteration 133Q: 3 clusters Score -3560314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3560315.750000 Penalty: 5063.602051
	Iteration 134Q: 3 clusters Score -3560316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3560316.000000 Penalty: 5063.602051
	Iteration 135Q: 3 clusters Score -3560316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3560311.750000 Penalty: 5063.602051
	Iteration 136Q: 3 clusters Score -3560312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3560313.750000 Penalty: 5063.602051
	Iteration 137Q: 3 clusters Score -3560314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3560310.000000 Penalty: 5063.602051
	Iteration 138Q: 3 clusters Score -3560310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3560309.000000 Penalty: 5063.602051
	Iteration 139Q: 3 clusters Score -3560309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3560307.000000 Penalty: 5063.602051
	Iteration 140F: 3 clusters Score -3560307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3560309.000000 Penalty: 5063.602051
	Iteration 141Q: 3 clusters Score -3560309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3560309.000000 Penalty: 5063.602051
	Iteration 142F: 3 clusters Score -3560309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1506449.625000 Penalty: 2324.770264
	Iteration 0F: 2 clusters Score -1506450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1497764.375000 Penalty: 4649.540527
	Iteration 0F: 3 clusters Score -1497764 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1500440.250000 Penalty: 4649.540527
	Iteration 1F: 3 clusters Score -1500440 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1500864.625000 Penalty: 4649.540527
	Iteration 2F: 3 clusters Score -1500865 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1501218.250000 Penalty: 4649.540527
	Iteration 3F: 3 clusters Score -1501218 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1501560.500000 Penalty: 4649.540527
	Iteration 4F: 3 clusters Score -1501560 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1501868.125000 Penalty: 4649.540527
	Iteration 5Q: 3 clusters Score -1501868 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1502153.500000 Penalty: 4649.540527
	Iteration 6Q: 3 clusters Score -1502154 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1502435.000000 Penalty: 4649.540527
	Iteration 7Q: 3 clusters Score -1502435 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1502695.000000 Penalty: 4649.540527
	Iteration 8Q: 3 clusters Score -1502695 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1503010.375000 Penalty: 4649.540527
	Iteration 9Q: 3 clusters Score -1503010 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1503364.375000 Penalty: 4649.540527
	Iteration 10Q: 3 clusters Score -1503364 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1503699.000000 Penalty: 4649.540527
	Iteration 11Q: 3 clusters Score -1503699 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1503921.375000 Penalty: 4649.540527
	Iteration 12Q: 3 clusters Score -1503921 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1504058.625000 Penalty: 4649.540527
	Iteration 13Q: 3 clusters Score -1504059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1504142.875000 Penalty: 4649.540527
	Iteration 14Q: 3 clusters Score -1504143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1504186.250000 Penalty: 4649.540527
	Iteration 15Q: 3 clusters Score -1504186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1504227.625000 Penalty: 4649.540527
	Iteration 16Q: 3 clusters Score -1504228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1504273.750000 Penalty: 4649.540527
	Iteration 17Q: 3 clusters Score -1504274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1504305.750000 Penalty: 4649.540527
	Iteration 18Q: 3 clusters Score -1504306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1504326.750000 Penalty: 4649.540527
	Iteration 19Q: 3 clusters Score -1504327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1504340.125000 Penalty: 4649.540527
	Iteration 20F: 3 clusters Score -1504340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1504358.875000 Penalty: 4649.540527
	Iteration 21Q: 3 clusters Score -1504359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1504375.750000 Penalty: 4649.540527
	Iteration 22Q: 3 clusters Score -1504376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1504388.375000 Penalty: 4649.540527
	Iteration 23Q: 3 clusters Score -1504388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1504397.500000 Penalty: 4649.540527
	Iteration 24Q: 3 clusters Score -1504398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1504403.000000 Penalty: 4649.540527
	Iteration 25Q: 3 clusters Score -1504403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1504408.750000 Penalty: 4649.540527
	Iteration 26Q: 3 clusters Score -1504409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1504416.000000 Penalty: 4649.540527
	Iteration 27Q: 3 clusters Score -1504416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1504420.250000 Penalty: 4649.540527
	Iteration 28Q: 3 clusters Score -1504420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1504421.750000 Penalty: 4649.540527
	Iteration 29Q: 3 clusters Score -1504422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1504427.875000 Penalty: 4649.540527
	Iteration 30Q: 3 clusters Score -1504428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1504426.000000 Penalty: 4649.540527
	Iteration 31Q: 3 clusters Score -1504426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1504425.875000 Penalty: 4649.540527
	Iteration 32Q: 3 clusters Score -1504426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1504428.750000 Penalty: 4649.540527
	Iteration 33Q: 3 clusters Score -1504429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1504429.500000 Penalty: 4649.540527
	Iteration 34Q: 3 clusters Score -1504430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1504428.750000 Penalty: 4649.540527
	Iteration 35Q: 3 clusters Score -1504429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1504429.625000 Penalty: 4649.540527
	Iteration 36Q: 3 clusters Score -1504430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1504432.125000 Penalty: 4649.540527
	Iteration 37Q: 3 clusters Score -1504432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1504432.875000 Penalty: 4649.540527
	Iteration 38Q: 3 clusters Score -1504433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1504435.500000 Penalty: 4649.540527
	Iteration 39Q: 3 clusters Score -1504436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1504430.625000 Penalty: 4649.540527
	Iteration 40F: 3 clusters Score -1504431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1504432.000000 Penalty: 4649.540527
	Iteration 41Q: 3 clusters Score -1504432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1504435.250000 Penalty: 4649.540527
	Iteration 42Q: 3 clusters Score -1504435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1504431.625000 Penalty: 4649.540527
	Iteration 43Q: 3 clusters Score -1504432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1504434.000000 Penalty: 4649.540527
	Iteration 44Q: 3 clusters Score -1504434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1504433.500000 Penalty: 4649.540527
	Iteration 45Q: 3 clusters Score -1504434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1504435.375000 Penalty: 4649.540527
	Iteration 46Q: 3 clusters Score -1504435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1504438.750000 Penalty: 4649.540527
	Iteration 47Q: 3 clusters Score -1504439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1504439.625000 Penalty: 4649.540527
	Iteration 48Q: 3 clusters Score -1504440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1504440.250000 Penalty: 4649.540527
	Iteration 49Q: 3 clusters Score -1504440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1504443.875000 Penalty: 4649.540527
	Iteration 50Q: 3 clusters Score -1504444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1504443.500000 Penalty: 4649.540527
	Iteration 51Q: 3 clusters Score -1504444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1504444.500000 Penalty: 4649.540527
	Iteration 52Q: 3 clusters Score -1504444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1504448.375000 Penalty: 4649.540527
	Iteration 53Q: 3 clusters Score -1504448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1504450.500000 Penalty: 4649.540527
	Iteration 54Q: 3 clusters Score -1504450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1504450.125000 Penalty: 4649.540527
	Iteration 55Q: 3 clusters Score -1504450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1504450.875000 Penalty: 4649.540527
	Iteration 56Q: 3 clusters Score -1504451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1504453.625000 Penalty: 4649.540527
	Iteration 57Q: 3 clusters Score -1504454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1504454.375000 Penalty: 4649.540527
	Iteration 58Q: 3 clusters Score -1504454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1504462.875000 Penalty: 4649.540527
	Iteration 59Q: 3 clusters Score -1504463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1504466.250000 Penalty: 4649.540527
	Iteration 60F: 3 clusters Score -1504466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1504463.250000 Penalty: 4649.540527
	Iteration 61Q: 3 clusters Score -1504463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1504464.125000 Penalty: 4649.540527
	Iteration 62Q: 3 clusters Score -1504464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1504462.750000 Penalty: 4649.540527
	Iteration 63Q: 3 clusters Score -1504463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1504463.625000 Penalty: 4649.540527
	Iteration 64Q: 3 clusters Score -1504464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1504466.125000 Penalty: 4649.540527
	Iteration 65Q: 3 clusters Score -1504466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1504465.000000 Penalty: 4649.540527
	Iteration 66Q: 3 clusters Score -1504465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1504467.000000 Penalty: 4649.540527
	Iteration 67Q: 3 clusters Score -1504467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1504464.500000 Penalty: 4649.540527
	Iteration 68Q: 3 clusters Score -1504464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1504468.375000 Penalty: 4649.540527
	Iteration 69Q: 3 clusters Score -1504468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1504467.625000 Penalty: 4649.540527
	Iteration 70Q: 3 clusters Score -1504468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1504467.875000 Penalty: 4649.540527
	Iteration 71Q: 3 clusters Score -1504468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1504472.500000 Penalty: 4649.540527
	Iteration 72Q: 3 clusters Score -1504472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1504473.375000 Penalty: 4649.540527
	Iteration 73Q: 3 clusters Score -1504473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1504475.625000 Penalty: 4649.540527
	Iteration 74Q: 3 clusters Score -1504476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1504474.625000 Penalty: 4649.540527
	Iteration 75Q: 3 clusters Score -1504475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1504474.625000 Penalty: 4649.540527
	Iteration 76F: 3 clusters Score -1504475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Entering Unmasked Estep 
Score: -8341577.500000 Penalty: 2746.352539
	Iteration 0F: 2 clusters Score -8341578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8298443.500000 Penalty: 5492.705078
	Iteration 0F: 3 clusters Score -8298444 nChanged 29901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -8315315.500000 Penalty: 5492.705078
	Iteration 1F: 3 clusters Score -8315316 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -8316025.000000 Penalty: 5492.705078
	Iteration 2Q: 3 clusters Score -8316025 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -8316862.000000 Penalty: 5492.705078
	Iteration 3Q: 3 clusters Score -8316862 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -8318005.500000 Penalty: 5492.705078
	Iteration 4Q: 3 clusters Score -8318006 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8319456.500000 Penalty: 5492.705078
	Iteration 5Q: 3 clusters Score -8319456 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -8321097.000000 Penalty: 5492.705078
	Iteration 6F: 3 clusters Score -8321097 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -8322878.000000 Penalty: 5492.705078
	Iteration 7F: 3 clusters Score -8322878 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8324639.000000 Penalty: 5492.705078
	Iteration 8F: 3 clusters Score -8324639 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -8326166.000000 Penalty: 5492.705078
	Iteration 9F: 3 clusters Score -8326166 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -8327397.000000 Penalty: 5492.705078
	Iteration 10Q: 3 clusters Score -8327397 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8328467.500000 Penalty: 5492.705078
	Iteration 11Q: 3 clusters Score -8328468 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8329440.500000 Penalty: 5492.705078
	Iteration 12Q: 3 clusters Score -8329440 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8330418.000000 Penalty: 5492.705078
	Iteration 13Q: 3 clusters Score -8330418 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8331424.000000 Penalty: 5492.705078
	Iteration 14Q: 3 clusters Score -8331424 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -8332426.500000 Penalty: 5492.705078
	Iteration 15Q: 3 clusters Score -8332426 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -8333402.500000 Penalty: 5492.705078
	Iteration 16Q: 3 clusters Score -8333402 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -8334328.500000 Penalty: 5492.705078
	Iteration 17Q: 3 clusters Score -8334328 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -8335175.000000 Penalty: 5492.705078
	Iteration 18Q: 3 clusters Score -8335175 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -8335990.000000 Penalty: 5492.705078
	Iteration 19Q: 3 clusters Score -8335990 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -8336548.000000 Penalty: 5492.705078
	Iteration 20F: 3 clusters Score -8336548 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -8336908.500000 Penalty: 5492.705078
	Iteration 21Q: 3 clusters Score -8336908 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -8337217.500000 Penalty: 5492.705078
	Iteration 22Q: 3 clusters Score -8337218 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -8337449.000000 Penalty: 5492.705078
	Iteration 23Q: 3 clusters Score -8337449 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -8337612.000000 Penalty: 5492.705078
	Iteration 24Q: 3 clusters Score -8337612 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -8337772.000000 Penalty: 5492.705078
	Iteration 25Q: 3 clusters Score -8337772 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -8337934.000000 Penalty: 5492.705078
	Iteration 26Q: 3 clusters Score -8337934 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -8338098.000000 Penalty: 5492.705078
	Iteration 27Q: 3 clusters Score -8338098 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -8338213.000000 Penalty: 5492.705078
	Iteration 28Q: 3 clusters Score -8338213 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -8338283.500000 Penalty: 5492.705078
	Iteration 29Q: 3 clusters Score -8338284 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -8338416.500000 Penalty: 5492.705078
	Iteration 30Q: 3 clusters Score -8338416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -8338523.000000 Penalty: 5492.705078
	Iteration 31Q: 3 clusters Score -8338523 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8338618.000000 Penalty: 5492.705078
	Iteration 32Q: 3 clusters Score -8338618 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8338727.000000 Penalty: 5492.705078
	Iteration 33Q: 3 clusters Score -8338727 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -8338834.000000 Penalty: 5492.705078
	Iteration 34Q: 3 clusters Score -8338834 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -8338893.000000 Penalty: 5492.705078
	Iteration 35Q: 3 clusters Score -8338893 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -8338971.500000 Penalty: 5492.705078
	Iteration 36Q: 3 clusters Score -8338972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -8339018.000000 Penalty: 5492.705078
	Iteration 37Q: 3 clusters Score -8339018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8339080.000000 Penalty: 5492.705078
	Iteration 38Q: 3 clusters Score -8339080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -8339104.500000 Penalty: 5492.705078
	Iteration 39Q: 3 clusters Score -8339104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8339144.000000 Penalty: 5492.705078
	Iteration 40F: 3 clusters Score -8339144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -8339186.500000 Penalty: 5492.705078
	Iteration 41Q: 3 clusters Score -8339186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -8339207.500000 Penalty: 5492.705078
	Iteration 42Q: 3 clusters Score -8339208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -8339231.000000 Penalty: 5492.705078
	Iteration 43Q: 3 clusters Score -8339231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -8339242.500000 Penalty: 5492.705078
	Iteration 44Q: 3 clusters Score -8339242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -8339250.500000 Penalty: 5492.705078
	Iteration 45Q: 3 clusters Score -8339250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -8339272.500000 Penalty: 5492.705078
	Iteration 46Q: 3 clusters Score -8339272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8339285.500000 Penalty: 5492.705078
	Iteration 47Q: 3 clusters Score -8339286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -8339281.500000 Penalty: 5492.705078
	Iteration 48Q: 3 clusters Score -8339282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -8339287.000000 Penalty: 5492.705078
	Iteration 49Q: 3 clusters Score -8339287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -8339295.500000 Penalty: 5492.705078
	Iteration 50Q: 3 clusters Score -8339296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -8339320.500000 Penalty: 5492.705078
	Iteration 51Q: 3 clusters Score -8339320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8339329.500000 Penalty: 5492.705078
	Iteration 52Q: 3 clusters Score -8339330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -8339350.000000 Penalty: 5492.705078
	Iteration 53Q: 3 clusters Score -8339350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -8339367.500000 Penalty: 5492.705078
	Iteration 54Q: 3 clusters Score -8339368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -8339373.000000 Penalty: 5492.705078
	Iteration 55Q: 3 clusters Score -8339373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -8339385.500000 Penalty: 5492.705078
	Iteration 56Q: 3 clusters Score -8339386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -8339394.500000 Penalty: 5492.705078
	Iteration 57Q: 3 clusters Score -8339394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8339399.000000 Penalty: 5492.705078
	Iteration 58Q: 3 clusters Score -8339399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -8339410.500000 Penalty: 5492.705078
	Iteration 59Q: 3 clusters Score -8339410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -8339418.000000 Penalty: 5492.705078
	Iteration 60F: 3 clusters Score -8339418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -8339411.500000 Penalty: 5492.705078
	Iteration 61Q: 3 clusters Score -8339412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8339408.500000 Penalty: 5492.705078
	Iteration 62Q: 3 clusters Score -8339408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -8339409.000000 Penalty: 5492.705078
	Iteration 63Q: 3 clusters Score -8339409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -8339412.500000 Penalty: 5492.705078
	Iteration 64Q: 3 clusters Score -8339412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -8339415.000000 Penalty: 5492.705078
	Iteration 65Q: 3 clusters Score -8339415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -8339418.000000 Penalty: 5492.705078
	Iteration 66Q: 3 clusters Score -8339418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8339431.500000 Penalty: 5492.705078
	Iteration 67Q: 3 clusters Score -8339432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -8339428.500000 Penalty: 5492.705078
	Iteration 68Q: 3 clusters Score -8339428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -8339429.000000 Penalty: 5492.705078
	Iteration 69Q: 3 clusters Score -8339429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -8339428.000000 Penalty: 5492.705078
	Iteration 70Q: 3 clusters Score -8339428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -8339428.000000 Penalty: 5492.705078
	Iteration 71F: 3 clusters Score -8339428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -546578.312500 Penalty: 2074.051270
	Iteration 0F: 2 clusters Score -546578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -542471.875000 Penalty: 4148.102539
	Iteration 0F: 3 clusters Score -542471.9 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -543408.687500 Penalty: 4148.102539
	Iteration 1F: 3 clusters Score -543408.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -543597.500000 Penalty: 4148.102539
	Iteration 2F: 3 clusters Score -543597.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -543725.062500 Penalty: 4148.102539
	Iteration 3Q: 3 clusters Score -543725.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -543808.687500 Penalty: 4148.102539
	Iteration 4Q: 3 clusters Score -543808.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -543868.687500 Penalty: 4148.102539
	Iteration 5Q: 3 clusters Score -543868.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -543917.000000 Penalty: 4148.102539
	Iteration 6Q: 3 clusters Score -543917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -543948.937500 Penalty: 4148.102539
	Iteration 7Q: 3 clusters Score -543948.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -543972.562500 Penalty: 4148.102539
	Iteration 8Q: 3 clusters Score -543972.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -544001.625000 Penalty: 4148.102539
	Iteration 9Q: 3 clusters Score -544001.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544039.562500 Penalty: 4148.102539
	Iteration 10Q: 3 clusters Score -544039.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -544081.687500 Penalty: 4148.102539
	Iteration 11Q: 3 clusters Score -544081.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -544137.625000 Penalty: 4148.102539
	Iteration 12Q: 3 clusters Score -544137.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -544206.312500 Penalty: 4148.102539
	Iteration 13Q: 3 clusters Score -544206.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -544296.687500 Penalty: 4148.102539
	Iteration 14Q: 3 clusters Score -544296.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -544429.062500 Penalty: 4148.102539
	Iteration 15Q: 3 clusters Score -544429.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -544657.125000 Penalty: 4148.102539
	Iteration 16Q: 3 clusters Score -544657.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -545035.562500 Penalty: 4148.102539
	Iteration 17Q: 3 clusters Score -545035.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -545467.875000 Penalty: 4148.102539
	Iteration 18F: 3 clusters Score -545467.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -545828.687500 Penalty: 4148.102539
	Iteration 19F: 3 clusters Score -545828.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -546111.187500 Penalty: 4148.102539
	Iteration 20F: 3 clusters Score -546111.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -546408.937500 Penalty: 4148.102539
	Iteration 21Q: 3 clusters Score -546408.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -546688.687500 Penalty: 4148.102539
	Iteration 22Q: 3 clusters Score -546688.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -546841.625000 Penalty: 4148.102539
	Iteration 23Q: 3 clusters Score -546841.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -546899.312500 Penalty: 4148.102539
	Iteration 24Q: 3 clusters Score -546899.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -546949.062500 Penalty: 4148.102539
	Iteration 25Q: 3 clusters Score -546949.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -546987.687500 Penalty: 4148.102539
	Iteration 26Q: 3 clusters Score -546987.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -547007.750000 Penalty: 4148.102539
	Iteration 27Q: 3 clusters Score -547007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -547012.312500 Penalty: 4148.102539
	Iteration 28Q: 3 clusters Score -547012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -547014.875000 Penalty: 4148.102539
	Iteration 29Q: 3 clusters Score -547014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -547016.687500 Penalty: 4148.102539
	Iteration 30Q: 3 clusters Score -547016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -547016.500000 Penalty: 4148.102539
	Iteration 31Q: 3 clusters Score -547016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -547016.937500 Penalty: 4148.102539
	Iteration 32Q: 3 clusters Score -547016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -547016.937500 Penalty: 4148.102539
	Iteration 33F: 3 clusters Score -547016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
Score: -138535360.000000 Penalty: 68962.648438
Splitting cluster 13 changes total score from -138525344.000000 to -138535360.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -4276463.500000 Penalty: 2577.187256
	Iteration 0F: 2 clusters Score -4276464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4254180.000000 Penalty: 5154.374512
	Iteration 0F: 3 clusters Score -4254180 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4262137.500000 Penalty: 5154.374512
	Iteration 1F: 3 clusters Score -4262138 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4262575.000000 Penalty: 5154.374512
	Iteration 2Q: 3 clusters Score -4262575 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4263053.000000 Penalty: 5154.374512
	Iteration 3Q: 3 clusters Score -4263053 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4263683.500000 Penalty: 5154.374512
	Iteration 4Q: 3 clusters Score -4263684 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4264644.500000 Penalty: 5154.374512
	Iteration 5F: 3 clusters Score -4264644 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4266050.500000 Penalty: 5154.374512
	Iteration 6F: 3 clusters Score -4266050 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4268018.000000 Penalty: 5154.374512
	Iteration 7F: 3 clusters Score -4268018 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4270220.000000 Penalty: 5154.374512
	Iteration 8F: 3 clusters Score -4270220 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4271992.000000 Penalty: 5154.374512
	Iteration 9F: 3 clusters Score -4271992 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4273023.500000 Penalty: 5154.374512
	Iteration 10Q: 3 clusters Score -4273024 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4273569.500000 Penalty: 5154.374512
	Iteration 11Q: 3 clusters Score -4273570 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4273860.500000 Penalty: 5154.374512
	Iteration 12Q: 3 clusters Score -4273860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4274033.500000 Penalty: 5154.374512
	Iteration 13Q: 3 clusters Score -4274034 nChanged 184
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: -4274145.500000 Penalty: 5154.374512
	Iteration 14Q: 3 clusters Score -4274146 nChanged 126
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: -4274214.500000 Penalty: 5154.374512
	Iteration 15Q: 3 clusters Score -4274214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4274263.500000 Penalty: 5154.374512
	Iteration 16Q: 3 clusters Score -4274264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4274282.000000 Penalty: 5154.374512
	Iteration 17Q: 3 clusters Score -4274282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4274305.500000 Penalty: 5154.374512
	Iteration 18Q: 3 clusters Score -4274306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4274321.000000 Penalty: 5154.374512
	Iteration 19Q: 3 clusters Score -4274321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4274336.000000 Penalty: 5154.374512
	Iteration 20F: 3 clusters Score -4274336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4274337.500000 Penalty: 5154.374512
	Iteration 21Q: 3 clusters Score -4274338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4274351.500000 Penalty: 5154.374512
	Iteration 22Q: 3 clusters Score -4274352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4274366.500000 Penalty: 5154.374512
	Iteration 23Q: 3 clusters Score -4274366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4274366.000000 Penalty: 5154.374512
	Iteration 24Q: 3 clusters Score -4274366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4274365.500000 Penalty: 5154.374512
	Iteration 25Q: 3 clusters Score -4274366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4274367.000000 Penalty: 5154.374512
	Iteration 26Q: 3 clusters Score -4274367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4274365.500000 Penalty: 5154.374512
	Iteration 27Q: 3 clusters Score -4274366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4274367.500000 Penalty: 5154.374512
	Iteration 28Q: 3 clusters Score -4274368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4274378.500000 Penalty: 5154.374512
	Iteration 29Q: 3 clusters Score -4274378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4274379.500000 Penalty: 5154.374512
	Iteration 30Q: 3 clusters Score -4274380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4274378.000000 Penalty: 5154.374512
	Iteration 31Q: 3 clusters Score -4274378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4274380.000000 Penalty: 5154.374512
	Iteration 32Q: 3 clusters Score -4274380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4274385.500000 Penalty: 5154.374512
	Iteration 33Q: 3 clusters Score -4274386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4274385.500000 Penalty: 5154.374512
	Iteration 34Q: 3 clusters Score -4274386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4274389.500000 Penalty: 5154.374512
	Iteration 35Q: 3 clusters Score -4274390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4274396.500000 Penalty: 5154.374512
	Iteration 36Q: 3 clusters Score -4274396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4274397.000000 Penalty: 5154.374512
	Iteration 37Q: 3 clusters Score -4274397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4274396.500000 Penalty: 5154.374512
	Iteration 38Q: 3 clusters Score -4274396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4274397.500000 Penalty: 5154.374512
	Iteration 39Q: 3 clusters Score -4274398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4274401.500000 Penalty: 5154.374512
	Iteration 40F: 3 clusters Score -4274402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4274399.500000 Penalty: 5154.374512
	Iteration 41Q: 3 clusters Score -4274400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4274401.500000 Penalty: 5154.374512
	Iteration 42Q: 3 clusters Score -4274402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4274393.500000 Penalty: 5154.374512
	Iteration 43Q: 3 clusters Score -4274394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4274400.500000 Penalty: 5154.374512
	Iteration 44Q: 3 clusters Score -4274400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4274401.000000 Penalty: 5154.374512
	Iteration 45Q: 3 clusters Score -4274401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4274405.500000 Penalty: 5154.374512
	Iteration 46Q: 3 clusters Score -4274406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4274406.000000 Penalty: 5154.374512
	Iteration 47Q: 3 clusters Score -4274406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4274406.500000 Penalty: 5154.374512
	Iteration 48Q: 3 clusters Score -4274406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4274406.500000 Penalty: 5154.374512
	Iteration 49Q: 3 clusters Score -4274406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4274406.500000 Penalty: 5154.374512
	Iteration 50F: 3 clusters Score -4274406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Entering Unmasked Estep 
Score: -21646976.000000 Penalty: 2983.226318
	Iteration 0F: 2 clusters Score -2.164698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -21539104.000000 Penalty: 5966.452637
	Iteration 0F: 3 clusters Score -2.15391e+07 nChanged 80345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -21586852.000000 Penalty: 5966.452637
	Iteration 1F: 3 clusters Score -2.158685e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -21589300.000000 Penalty: 5966.452637
	Iteration 2Q: 3 clusters Score -2.15893e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -21593910.000000 Penalty: 5966.452637
	Iteration 3F: 3 clusters Score -2.159391e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -21600724.000000 Penalty: 5966.452637
	Iteration 4F: 3 clusters Score -2.160072e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 118944 members 
Entering Unmasked Estep 
Score: -21610336.000000 Penalty: 5966.452637
	Iteration 5F: 3 clusters Score -2.161034e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -21620240.000000 Penalty: 5966.452637
	Iteration 6F: 3 clusters Score -2.162024e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -21627882.000000 Penalty: 5966.452637
	Iteration 7F: 3 clusters Score -2.162788e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 146351 members 
Entering Unmasked Estep 
Score: -21633002.000000 Penalty: 5966.452637
	Iteration 8Q: 3 clusters Score -2.1633e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 151891 members 
Entering Unmasked Estep 
Score: -21636796.000000 Penalty: 5966.452637
	Iteration 9Q: 3 clusters Score -2.16368e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -21639844.000000 Penalty: 5966.452637
	Iteration 10Q: 3 clusters Score -2.163984e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -21641754.000000 Penalty: 5966.452637
	Iteration 11Q: 3 clusters Score -2.164175e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -21643214.000000 Penalty: 5966.452637
	Iteration 12Q: 3 clusters Score -2.164321e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -21644032.000000 Penalty: 5966.452637
	Iteration 13Q: 3 clusters Score -2.164403e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -21644568.000000 Penalty: 5966.452637
	Iteration 14Q: 3 clusters Score -2.164457e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -21644798.000000 Penalty: 5966.452637
	Iteration 15Q: 3 clusters Score -2.16448e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 163053 members 
Entering Unmasked Estep 
Score: -21644910.000000 Penalty: 5966.452637
	Iteration 16Q: 3 clusters Score -2.164491e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 163438 members 
Entering Unmasked Estep 
Score: -21644956.000000 Penalty: 5966.452637
	Iteration 17Q: 3 clusters Score -2.164496e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -21644980.000000 Penalty: 5966.452637
	Iteration 18Q: 3 clusters Score -2.164498e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -21644988.000000 Penalty: 5966.452637
	Iteration 19Q: 3 clusters Score -2.164499e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -21645006.000000 Penalty: 5966.452637
	Iteration 20F: 3 clusters Score -2.164501e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -21645050.000000 Penalty: 5966.452637
	Iteration 21Q: 3 clusters Score -2.164505e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 164575 members 
Entering Unmasked Estep 
Score: -21645108.000000 Penalty: 5966.452637
	Iteration 22Q: 3 clusters Score -2.164511e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -21645084.000000 Penalty: 5966.452637
	Iteration 23Q: 3 clusters Score -2.164508e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -21645108.000000 Penalty: 5966.452637
	Iteration 24Q: 3 clusters Score -2.164511e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -21645118.000000 Penalty: 5966.452637
	Iteration 25Q: 3 clusters Score -2.164512e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -21645130.000000 Penalty: 5966.452637
	Iteration 26Q: 3 clusters Score -2.164513e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -21645148.000000 Penalty: 5966.452637
	Iteration 27Q: 3 clusters Score -2.164515e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -21645166.000000 Penalty: 5966.452637
	Iteration 28Q: 3 clusters Score -2.164517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -21645142.000000 Penalty: 5966.452637
	Iteration 29Q: 3 clusters Score -2.164514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 165300 members 
Entering Unmasked Estep 
Score: -21645144.000000 Penalty: 5966.452637
	Iteration 30Q: 3 clusters Score -2.164514e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -21645144.000000 Penalty: 5966.452637
	Iteration 31Q: 3 clusters Score -2.164514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -21645128.000000 Penalty: 5966.452637
	Iteration 32Q: 3 clusters Score -2.164513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -21645158.000000 Penalty: 5966.452637
	Iteration 33Q: 3 clusters Score -2.164516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -21645178.000000 Penalty: 5966.452637
	Iteration 34Q: 3 clusters Score -2.164518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 165446 members 
Entering Unmasked Estep 
Score: -21645174.000000 Penalty: 5966.452637
	Iteration 35Q: 3 clusters Score -2.164517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -21645186.000000 Penalty: 5966.452637
	Iteration 36Q: 3 clusters Score -2.164519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -21645222.000000 Penalty: 5966.452637
	Iteration 37Q: 3 clusters Score -2.164522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -21645240.000000 Penalty: 5966.452637
	Iteration 38Q: 3 clusters Score -2.164524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -21645236.000000 Penalty: 5966.452637
	Iteration 39Q: 3 clusters Score -2.164524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -21645246.000000 Penalty: 5966.452637
	Iteration 40F: 3 clusters Score -2.164525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -21645250.000000 Penalty: 5966.452637
	Iteration 41Q: 3 clusters Score -2.164525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -21645266.000000 Penalty: 5966.452637
	Iteration 42Q: 3 clusters Score -2.164527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -21645244.000000 Penalty: 5966.452637
	Iteration 43Q: 3 clusters Score -2.164524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -21645234.000000 Penalty: 5966.452637
	Iteration 44Q: 3 clusters Score -2.164523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -21645254.000000 Penalty: 5966.452637
	Iteration 45Q: 3 clusters Score -2.164525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -21645256.000000 Penalty: 5966.452637
	Iteration 46Q: 3 clusters Score -2.164526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -21645248.000000 Penalty: 5966.452637
	Iteration 47Q: 3 clusters Score -2.164525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -21645232.000000 Penalty: 5966.452637
	Iteration 48Q: 3 clusters Score -2.164523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -21645240.000000 Penalty: 5966.452637
	Iteration 49Q: 3 clusters Score -2.164524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -21645228.000000 Penalty: 5966.452637
	Iteration 50Q: 3 clusters Score -2.164523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -21645254.000000 Penalty: 5966.452637
	Iteration 51Q: 3 clusters Score -2.164525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -21645246.000000 Penalty: 5966.452637
	Iteration 52Q: 3 clusters Score -2.164525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -21645238.000000 Penalty: 5966.452637
	Iteration 53Q: 3 clusters Score -2.164524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -21645222.000000 Penalty: 5966.452637
	Iteration 54Q: 3 clusters Score -2.164522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -21645222.000000 Penalty: 5966.452637
	Iteration 55Q: 3 clusters Score -2.164522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -21645230.000000 Penalty: 5966.452637
	Iteration 56Q: 3 clusters Score -2.164523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 165842 members 
Entering Unmasked Estep 
Score: -21645230.000000 Penalty: 5966.452637
	Iteration 57Q: 3 clusters Score -2.164523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -21645228.000000 Penalty: 5966.452637
	Iteration 58Q: 3 clusters Score -2.164523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -21645218.000000 Penalty: 5966.452637
	Iteration 59Q: 3 clusters Score -2.164522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -21645210.000000 Penalty: 5966.452637
	Iteration 60F: 3 clusters Score -2.164521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -21645222.000000 Penalty: 5966.452637
	Iteration 61Q: 3 clusters Score -2.164522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -21645226.000000 Penalty: 5966.452637
	Iteration 62Q: 3 clusters Score -2.164523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -21645210.000000 Penalty: 5966.452637
	Iteration 63Q: 3 clusters Score -2.164521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -21645212.000000 Penalty: 5966.452637
	Iteration 64Q: 3 clusters Score -2.164521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -21645196.000000 Penalty: 5966.452637
	Iteration 65Q: 3 clusters Score -2.16452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -21645200.000000 Penalty: 5966.452637
	Iteration 66Q: 3 clusters Score -2.16452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -21645200.000000 Penalty: 5966.452637
	Iteration 67F: 3 clusters Score -2.16452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -73184.656250 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -73184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71728.585938 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -71728.59 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73198.773438 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -73198.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73893.750000 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -73893.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74023.445312 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -74023.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74107.429688 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -74107.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74147.953125 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -74147.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74176.015625 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -74176.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74186.445312 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -74186.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74194.078125 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -74194.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74196.203125 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -74196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74196.203125 Penalty: 3280.903809
	Iteration 10F: 3 clusters Score -74196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 5070 members 
Entering Unmasked Estep 
Score: -138534464.000000 Penalty: 72410.773438
Splitting cluster 17 changes total score from -138525344.000000 to -138534464.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 20 (184563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184563 members 
Entering Unmasked Estep 
Score: -23907686.000000 Penalty: 3007.185059
	Iteration 0F: 2 clusters Score -2.390769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -23788516.000000 Penalty: 6014.370117
	Iteration 0F: 3 clusters Score -2.378852e+07 nChanged 88701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97854 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -23840122.000000 Penalty: 6014.370117
	Iteration 1F: 3 clusters Score -2.384012e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -23841574.000000 Penalty: 6014.370117
	Iteration 2Q: 3 clusters Score -2.384157e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -23844066.000000 Penalty: 6014.370117
	Iteration 3Q: 3 clusters Score -2.384407e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -23847588.000000 Penalty: 6014.370117
	Iteration 4Q: 3 clusters Score -2.384759e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -23853974.000000 Penalty: 6014.370117
	Iteration 5F: 3 clusters Score -2.385397e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -23865084.000000 Penalty: 6014.370117
	Iteration 6F: 3 clusters Score -2.386508e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156822 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -23880150.000000 Penalty: 6014.370117
	Iteration 7F: 3 clusters Score -2.388015e+07 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -23894376.000000 Penalty: 6014.370117
	Iteration 8F: 3 clusters Score -2.389438e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180107 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -23901880.000000 Penalty: 6014.370117
	Iteration 9Q: 3 clusters Score -2.390188e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -23904218.000000 Penalty: 6014.370117
	Iteration 10Q: 3 clusters Score -2.390422e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23904692.000000 Penalty: 6014.370117
	Iteration 11Q: 3 clusters Score -2.390469e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23904854.000000 Penalty: 6014.370117
	Iteration 12Q: 3 clusters Score -2.390485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23904930.000000 Penalty: 6014.370117
	Iteration 13Q: 3 clusters Score -2.390493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23904974.000000 Penalty: 6014.370117
	Iteration 14Q: 3 clusters Score -2.390497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23905022.000000 Penalty: 6014.370117
	Iteration 15Q: 3 clusters Score -2.390502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23905038.000000 Penalty: 6014.370117
	Iteration 16Q: 3 clusters Score -2.390504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23905064.000000 Penalty: 6014.370117
	Iteration 17Q: 3 clusters Score -2.390506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184345 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23905084.000000 Penalty: 6014.370117
	Iteration 18Q: 3 clusters Score -2.390508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23905080.000000 Penalty: 6014.370117
	Iteration 19Q: 3 clusters Score -2.390508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23905086.000000 Penalty: 6014.370117
	Iteration 20F: 3 clusters Score -2.390509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23905086.000000 Penalty: 6014.370117
	Iteration 21Q: 3 clusters Score -2.390509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23905080.000000 Penalty: 6014.370117
	Iteration 22Q: 3 clusters Score -2.390508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23905084.000000 Penalty: 6014.370117
	Iteration 23Q: 3 clusters Score -2.390508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23905078.000000 Penalty: 6014.370117
	Iteration 24Q: 3 clusters Score -2.390508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23905078.000000 Penalty: 6014.370117
	Iteration 25F: 3 clusters Score -2.390508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -631759.937500 Penalty: 2115.711914
	Iteration 0F: 2 clusters Score -631759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -627225.500000 Penalty: 4231.423828
	Iteration 0F: 3 clusters Score -627225.5 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -628370.562500 Penalty: 4231.423828
	Iteration 1F: 3 clusters Score -628370.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -628674.375000 Penalty: 4231.423828
	Iteration 2F: 3 clusters Score -628674.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -629008.062500 Penalty: 4231.423828
	Iteration 3F: 3 clusters Score -629008.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -629459.750000 Penalty: 4231.423828
	Iteration 4F: 3 clusters Score -629459.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -629872.000000 Penalty: 4231.423828
	Iteration 5F: 3 clusters Score -629872 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -630178.437500 Penalty: 4231.423828
	Iteration 6F: 3 clusters Score -630178.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -630387.437500 Penalty: 4231.423828
	Iteration 7Q: 3 clusters Score -630387.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -630521.562500 Penalty: 4231.423828
	Iteration 8Q: 3 clusters Score -630521.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -630623.625000 Penalty: 4231.423828
	Iteration 9Q: 3 clusters Score -630623.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -630699.000000 Penalty: 4231.423828
	Iteration 10Q: 3 clusters Score -630699 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -630754.062500 Penalty: 4231.423828
	Iteration 11Q: 3 clusters Score -630754.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -630797.875000 Penalty: 4231.423828
	Iteration 12Q: 3 clusters Score -630797.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -630837.187500 Penalty: 4231.423828
	Iteration 13Q: 3 clusters Score -630837.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -630887.375000 Penalty: 4231.423828
	Iteration 14Q: 3 clusters Score -630887.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -630936.312500 Penalty: 4231.423828
	Iteration 15Q: 3 clusters Score -630936.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -630988.875000 Penalty: 4231.423828
	Iteration 16Q: 3 clusters Score -630988.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -631037.687500 Penalty: 4231.423828
	Iteration 17Q: 3 clusters Score -631037.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -631081.125000 Penalty: 4231.423828
	Iteration 18Q: 3 clusters Score -631081.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -631145.125000 Penalty: 4231.423828
	Iteration 19Q: 3 clusters Score -631145.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -631206.062500 Penalty: 4231.423828
	Iteration 20F: 3 clusters Score -631206.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -631271.437500 Penalty: 4231.423828
	Iteration 21Q: 3 clusters Score -631271.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -631343.687500 Penalty: 4231.423828
	Iteration 22Q: 3 clusters Score -631343.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -631405.500000 Penalty: 4231.423828
	Iteration 23Q: 3 clusters Score -631405.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -631452.437500 Penalty: 4231.423828
	Iteration 24Q: 3 clusters Score -631452.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -631501.875000 Penalty: 4231.423828
	Iteration 25Q: 3 clusters Score -631501.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -631545.312500 Penalty: 4231.423828
	Iteration 26Q: 3 clusters Score -631545.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -631592.875000 Penalty: 4231.423828
	Iteration 27Q: 3 clusters Score -631592.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -631680.187500 Penalty: 4231.423828
	Iteration 28Q: 3 clusters Score -631680.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -631816.687500 Penalty: 4231.423828
	Iteration 29Q: 3 clusters Score -631816.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -632128.125000 Penalty: 4231.423828
	Iteration 30Q: 3 clusters Score -632128.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -632456.000000 Penalty: 4231.423828
	Iteration 31Q: 3 clusters Score -632456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -632586.750000 Penalty: 4231.423828
	Iteration 32Q: 3 clusters Score -632586.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -632620.437500 Penalty: 4231.423828
	Iteration 33Q: 3 clusters Score -632620.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -632629.687500 Penalty: 4231.423828
	Iteration 34Q: 3 clusters Score -632629.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -632638.000000 Penalty: 4231.423828
	Iteration 35Q: 3 clusters Score -632638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -632640.812500 Penalty: 4231.423828
	Iteration 36Q: 3 clusters Score -632640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -632641.875000 Penalty: 4231.423828
	Iteration 37Q: 3 clusters Score -632641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -632644.000000 Penalty: 4231.423828
	Iteration 38Q: 3 clusters Score -632644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -632643.562500 Penalty: 4231.423828
	Iteration 39Q: 3 clusters Score -632643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -632643.562500 Penalty: 4231.423828
	Iteration 40F: 3 clusters Score -632643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 3787 members 
Entering Unmasked Estep 
Score: -138534192.000000 Penalty: 75858.906250
Splitting cluster 21 changes total score from -138525344.000000 to -138534192.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 206641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 7 contains 183790 members 
Mstep: Class 8 contains 141502 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 15 contains 32594 members 
Mstep: Class 16 contains 167567 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 20 contains 184563 members 
Mstep: Class 21 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535472.000000 Penalty: 75858.906250
Iteration 79Q: 23 clusters Score -1.385355e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 205775 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 49521 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184029 members 
Mstep: Class 8 contains 141354 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 27191 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 64489 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 32622 members 
Mstep: Class 16 contains 167666 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184711 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138536960.000000 Penalty: 75858.906250
Iteration 80F: 23 clusters Score -1.38537e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 205414 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 50001 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184017 members 
Mstep: Class 8 contains 141091 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27238 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 64374 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 32636 members 
Mstep: Class 16 contains 167578 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 2732 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 184714 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538128.000000 Penalty: 75858.906250
Iteration 81Q: 23 clusters Score -1.385381e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 205272 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 183945 members 
Mstep: Class 8 contains 140815 members 
Mstep: Class 9 contains 1667 members 
Mstep: Class 10 contains 27285 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 64253 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 32655 members 
Mstep: Class 16 contains 167530 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 184677 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538768.000000 Penalty: 75858.906250
Iteration 82Q: 23 clusters Score -1.385388e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 205195 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 50775 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 183920 members 
Mstep: Class 8 contains 140494 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 27317 members 
Mstep: Class 11 contains 11774 members 
Mstep: Class 12 contains 64163 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 32662 members 
Mstep: Class 16 contains 167473 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184711 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539264.000000 Penalty: 75858.906250
Iteration 83Q: 23 clusters Score -1.385393e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 205148 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 51090 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 183942 members 
Mstep: Class 8 contains 140163 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 27333 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 64091 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 32649 members 
Mstep: Class 16 contains 167395 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184736 members 
Mstep: Class 21 contains 1584 members 
Mstep: Class 22 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539408.000000 Penalty: 75858.906250
Iteration 84Q: 23 clusters Score -1.385394e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 205110 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 51383 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184039 members 
Mstep: Class 8 contains 139795 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 27355 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 64038 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 32648 members 
Mstep: Class 16 contains 167348 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184744 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539744.000000 Penalty: 75858.906250
Iteration 85Q: 23 clusters Score -1.385397e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 205108 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 51638 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184162 members 
Mstep: Class 8 contains 139402 members 
Mstep: Class 9 contains 1568 members 
Mstep: Class 10 contains 27361 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 64001 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 32647 members 
Mstep: Class 16 contains 167323 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184731 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539952.000000 Penalty: 75858.906250
Iteration 86Q: 23 clusters Score -1.3854e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 205118 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 51896 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184227 members 
Mstep: Class 8 contains 139055 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 11813 members 
Mstep: Class 12 contains 63968 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 32644 members 
Mstep: Class 16 contains 167273 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184745 members 
Mstep: Class 21 contains 1600 members 
Mstep: Class 22 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540016.000000 Penalty: 75858.906250
Iteration 87Q: 23 clusters Score -1.3854e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 205128 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 52102 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184305 members 
Mstep: Class 8 contains 138752 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 27346 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 63947 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 32655 members 
Mstep: Class 16 contains 167236 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184766 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539680.000000 Penalty: 75858.906250
Iteration 88Q: 23 clusters Score -1.385397e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 205085 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 52309 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184436 members 
Mstep: Class 8 contains 138504 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 27339 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 63926 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 32653 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184739 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539792.000000 Penalty: 75858.906250
Iteration 89Q: 23 clusters Score -1.385398e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 205032 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 52473 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184529 members 
Mstep: Class 8 contains 138287 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 27331 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 12 contains 63919 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 32660 members 
Mstep: Class 16 contains 167196 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184719 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 75858.906250
Iteration 90Q: 23 clusters Score -1.385397e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 204937 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 52632 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184609 members 
Mstep: Class 8 contains 138091 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 27324 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 63910 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 2283 members 
Mstep: Class 15 contains 32664 members 
Mstep: Class 16 contains 167179 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184749 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 23 clusters Score -1.385397e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 204800 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 52788 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184691 members 
Mstep: Class 8 contains 137901 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 27317 members 
Mstep: Class 11 contains 11831 members 
Mstep: Class 12 contains 63902 members 
Mstep: Class 13 contains 1694 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 15 contains 32667 members 
Mstep: Class 16 contains 167171 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3525 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184810 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 23 clusters Score -1.3854e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 204661 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 52919 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184782 members 
Mstep: Class 8 contains 137745 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 27321 members 
Mstep: Class 11 contains 11835 members 
Mstep: Class 12 contains 63887 members 
Mstep: Class 13 contains 1694 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 32661 members 
Mstep: Class 16 contains 167181 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184840 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 23 clusters Score -1.385403e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 204567 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 53042 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184851 members 
Mstep: Class 8 contains 137580 members 
Mstep: Class 9 contains 1478 members 
Mstep: Class 10 contains 27316 members 
Mstep: Class 11 contains 11840 members 
Mstep: Class 12 contains 63873 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 32671 members 
Mstep: Class 16 contains 167171 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184865 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 3741 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.385403e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 204404 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 53166 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 184961 members 
Mstep: Class 8 contains 137426 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 27318 members 
Mstep: Class 11 contains 11848 members 
Mstep: Class 12 contains 63869 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 32672 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184876 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.385404e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 204248 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 53271 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185096 members 
Mstep: Class 8 contains 137298 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 27311 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 63855 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 32675 members 
Mstep: Class 16 contains 167223 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184875 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.385403e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 204137 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 53347 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185258 members 
Mstep: Class 8 contains 137169 members 
Mstep: Class 9 contains 1440 members 
Mstep: Class 10 contains 27300 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 63848 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 32669 members 
Mstep: Class 16 contains 167219 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184853 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 3746 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.385403e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 204017 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 53442 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185385 members 
Mstep: Class 8 contains 137054 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 27286 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 63839 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 32677 members 
Mstep: Class 16 contains 167210 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184841 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.385402e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 203872 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 53534 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185497 members 
Mstep: Class 8 contains 136929 members 
Mstep: Class 9 contains 1437 members 
Mstep: Class 10 contains 27283 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 63837 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 32684 members 
Mstep: Class 16 contains 167213 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3696 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184837 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 3756 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.385401e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 203709 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 53655 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185584 members 
Mstep: Class 8 contains 136841 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 27277 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 63836 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 32694 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184836 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 23 clusters Score -1.385402e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 203533 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 53783 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185688 members 
Mstep: Class 8 contains 136752 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 27272 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 63835 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 2538 members 
Mstep: Class 15 contains 32698 members 
Mstep: Class 16 contains 167197 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184831 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 3768 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.385403e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 203375 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 53895 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185779 members 
Mstep: Class 8 contains 136683 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 27259 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 63834 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 32699 members 
Mstep: Class 16 contains 167196 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184838 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 3769 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.385404e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 203252 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 53997 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185828 members 
Mstep: Class 8 contains 136618 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 27257 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 63838 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 32700 members 
Mstep: Class 16 contains 167188 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3760 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184854 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 3771 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.385404e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185894 members 
Mstep: Class 8 contains 136567 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 27263 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 63832 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 2565 members 
Mstep: Class 15 contains 32703 members 
Mstep: Class 16 contains 167182 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184838 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540224.000000 Penalty: 75858.906250
Iteration 104Q: 23 clusters Score -1.385402e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 202963 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54186 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 185996 members 
Mstep: Class 8 contains 136479 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 27270 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 63832 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 32715 members 
Mstep: Class 16 contains 167179 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184849 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540048.000000 Penalty: 75858.906250
Iteration 105Q: 23 clusters Score -1.3854e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 202840 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54272 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186076 members 
Mstep: Class 8 contains 136428 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 63831 members 
Mstep: Class 13 contains 1707 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 32737 members 
Mstep: Class 16 contains 167166 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184835 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540048.000000 Penalty: 75858.906250
Iteration 106Q: 23 clusters Score -1.3854e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 202727 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54341 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186155 members 
Mstep: Class 8 contains 136373 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27279 members 
Mstep: Class 11 contains 11896 members 
Mstep: Class 12 contains 63827 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 2600 members 
Mstep: Class 15 contains 32739 members 
Mstep: Class 16 contains 167152 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184831 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 3771 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -1.3854e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 202644 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54404 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186210 members 
Mstep: Class 8 contains 136328 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 27273 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 32752 members 
Mstep: Class 16 contains 167155 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184807 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 3774 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -1.385399e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 202563 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54469 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186294 members 
Mstep: Class 8 contains 136272 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 27270 members 
Mstep: Class 11 contains 11899 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 32766 members 
Mstep: Class 16 contains 167146 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184785 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 3774 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -1.385398e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 202432 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54542 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186356 members 
Mstep: Class 8 contains 136247 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 32768 members 
Mstep: Class 16 contains 167148 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184792 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 3774 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -1.385398e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 202346 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 54616 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186394 members 
Mstep: Class 8 contains 136203 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27260 members 
Mstep: Class 11 contains 11905 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 32777 members 
Mstep: Class 16 contains 167141 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184793 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 3776 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -1.385399e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 202272 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 54688 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186430 members 
Mstep: Class 8 contains 136190 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 27254 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 32783 members 
Mstep: Class 16 contains 167131 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184754 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 3778 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -1.385399e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 202161 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 54756 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186488 members 
Mstep: Class 8 contains 136204 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27265 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 32789 members 
Mstep: Class 16 contains 167126 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184700 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 3780 members 
Entering Unmasked Estep 
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Iteration 113Q: 23 clusters Score -1.385398e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201985 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 54829 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186577 members 
Mstep: Class 8 contains 136227 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27277 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 32795 members 
Mstep: Class 16 contains 167123 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184667 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 3780 members 
Entering Unmasked Estep 
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Iteration 114Q: 23 clusters Score -1.385397e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201806 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 54923 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186626 members 
Mstep: Class 8 contains 136249 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27301 members 
Mstep: Class 11 contains 11914 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 32798 members 
Mstep: Class 16 contains 167119 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184639 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 3783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 75858.906250
Iteration 115Q: 23 clusters Score -1.385399e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 201692 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55004 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186692 members 
Mstep: Class 8 contains 136248 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27307 members 
Mstep: Class 11 contains 11918 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 32804 members 
Mstep: Class 16 contains 167124 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184576 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540000.000000 Penalty: 75858.906250
Iteration 116Q: 23 clusters Score -1.3854e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201594 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55055 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186757 members 
Mstep: Class 8 contains 136242 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27309 members 
Mstep: Class 11 contains 11923 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 32813 members 
Mstep: Class 16 contains 167126 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184531 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539984.000000 Penalty: 75858.906250
Iteration 117Q: 23 clusters Score -1.3854e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201546 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55111 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186782 members 
Mstep: Class 8 contains 136238 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27309 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 32824 members 
Mstep: Class 16 contains 167129 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184473 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540032.000000 Penalty: 75858.906250
Iteration 118Q: 23 clusters Score -1.3854e+08 nChanged 723
Entering ConstructFrom: 
Score: -138540032.000000 Penalty: 75858.906250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -677218.000000 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -677218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -672407.375000 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -672407.4 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -673557.375000 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -673557.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -673806.437500 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -673806.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -673984.375000 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -673984.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -674122.187500 Penalty: 4273.332031
	Iteration 4Q: 3 clusters Score -674122.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -674254.750000 Penalty: 4273.332031
	Iteration 5Q: 3 clusters Score -674254.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -674367.812500 Penalty: 4273.332031
	Iteration 6Q: 3 clusters Score -674367.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -674463.562500 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -674463.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -674565.250000 Penalty: 4273.332031
	Iteration 8Q: 3 clusters Score -674565.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -674676.875000 Penalty: 4273.332031
	Iteration 9Q: 3 clusters Score -674676.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -674819.187500 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -674819.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -674983.250000 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -674983.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -675175.437500 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -675175.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -675375.750000 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -675375.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -675568.312500 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -675568.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -675715.437500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -675715.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -675823.562500 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -675823.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -675922.625000 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -675922.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -675999.000000 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -675999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -676042.000000 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -676042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -676071.000000 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -676071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -676095.437500 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -676095.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -676115.500000 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -676115.5 nChanged 41
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: -676133.375000 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -676133.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -676143.937500 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -676143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -676153.187500 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -676153.2 nChanged 25
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: -676163.250000 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -676163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -676168.187500 Penalty: 4273.332031
	Iteration 27Q: 3 clusters Score -676168.2 nChanged 13
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: -676173.812500 Penalty: 4273.332031
	Iteration 28Q: 3 clusters Score -676173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -676172.312500 Penalty: 4273.332031
	Iteration 29Q: 3 clusters Score -676172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -676175.312500 Penalty: 4273.332031
	Iteration 30Q: 3 clusters Score -676175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -676177.812500 Penalty: 4273.332031
	Iteration 31Q: 3 clusters Score -676177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -676180.500000 Penalty: 4273.332031
	Iteration 32Q: 3 clusters Score -676180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -676182.937500 Penalty: 4273.332031
	Iteration 33Q: 3 clusters Score -676182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -676186.187500 Penalty: 4273.332031
	Iteration 34Q: 3 clusters Score -676186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -676188.125000 Penalty: 4273.332031
	Iteration 35Q: 3 clusters Score -676188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -676189.312500 Penalty: 4273.332031
	Iteration 36Q: 3 clusters Score -676189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -676191.687500 Penalty: 4273.332031
	Iteration 37Q: 3 clusters Score -676191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -676193.187500 Penalty: 4273.332031
	Iteration 38Q: 3 clusters Score -676193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -676195.187500 Penalty: 4273.332031
	Iteration 39Q: 3 clusters Score -676195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -676195.562500 Penalty: 4273.332031
	Iteration 40F: 3 clusters Score -676195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201499 members 
Entering Unmasked Estep 
Score: -25982864.000000 Penalty: 3028.958008
	Iteration 0F: 2 clusters Score -2.598286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -25852442.000000 Penalty: 6057.916016
	Iteration 0F: 3 clusters Score -2.585244e+07 nChanged 96738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -25908340.000000 Penalty: 6057.916016
	Iteration 1F: 3 clusters Score -2.590834e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -25909586.000000 Penalty: 6057.916016
	Iteration 2Q: 3 clusters Score -2.590959e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -25911292.000000 Penalty: 6057.916016
	Iteration 3Q: 3 clusters Score -2.591129e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -25913770.000000 Penalty: 6057.916016
	Iteration 4Q: 3 clusters Score -2.591377e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -25917594.000000 Penalty: 6057.916016
	Iteration 5Q: 3 clusters Score -2.591759e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -25922908.000000 Penalty: 6057.916016
	Iteration 6Q: 3 clusters Score -2.592291e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -25929856.000000 Penalty: 6057.916016
	Iteration 7F: 3 clusters Score -2.592986e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -25937752.000000 Penalty: 6057.916016
	Iteration 8F: 3 clusters Score -2.593775e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -25944792.000000 Penalty: 6057.916016
	Iteration 9F: 3 clusters Score -2.594479e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -25950402.000000 Penalty: 6057.916016
	Iteration 10F: 3 clusters Score -2.59504e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -25953894.000000 Penalty: 6057.916016
	Iteration 11Q: 3 clusters Score -2.595389e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 130987 members 
Entering Unmasked Estep 
Score: -25955708.000000 Penalty: 6057.916016
	Iteration 12Q: 3 clusters Score -2.595571e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -25956680.000000 Penalty: 6057.916016
	Iteration 13Q: 3 clusters Score -2.595668e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 133369 members 
Entering Unmasked Estep 
Score: -25957104.000000 Penalty: 6057.916016
	Iteration 14Q: 3 clusters Score -2.59571e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -25957410.000000 Penalty: 6057.916016
	Iteration 15Q: 3 clusters Score -2.595741e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -25957728.000000 Penalty: 6057.916016
	Iteration 16Q: 3 clusters Score -2.595773e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 137172 members 
Entering Unmasked Estep 
Score: -25957956.000000 Penalty: 6057.916016
	Iteration 17Q: 3 clusters Score -2.595796e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -25958278.000000 Penalty: 6057.916016
	Iteration 18Q: 3 clusters Score -2.595828e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 140354 members 
Entering Unmasked Estep 
Score: -25958568.000000 Penalty: 6057.916016
	Iteration 19Q: 3 clusters Score -2.595857e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -25958842.000000 Penalty: 6057.916016
	Iteration 20F: 3 clusters Score -2.595884e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -25959188.000000 Penalty: 6057.916016
	Iteration 21Q: 3 clusters Score -2.595919e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -25959634.000000 Penalty: 6057.916016
	Iteration 22Q: 3 clusters Score -2.595963e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 148355 members 
Entering Unmasked Estep 
Score: -25960128.000000 Penalty: 6057.916016
	Iteration 23Q: 3 clusters Score -2.596013e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -25960580.000000 Penalty: 6057.916016
	Iteration 24Q: 3 clusters Score -2.596058e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -25961330.000000 Penalty: 6057.916016
	Iteration 25Q: 3 clusters Score -2.596133e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -25962326.000000 Penalty: 6057.916016
	Iteration 26Q: 3 clusters Score -2.596233e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -25963328.000000 Penalty: 6057.916016
	Iteration 27Q: 3 clusters Score -2.596333e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -25964532.000000 Penalty: 6057.916016
	Iteration 28Q: 3 clusters Score -2.596453e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -25965870.000000 Penalty: 6057.916016
	Iteration 29Q: 3 clusters Score -2.596587e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -25967194.000000 Penalty: 6057.916016
	Iteration 30Q: 3 clusters Score -2.596719e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -25968536.000000 Penalty: 6057.916016
	Iteration 31Q: 3 clusters Score -2.596854e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -25969964.000000 Penalty: 6057.916016
	Iteration 32Q: 3 clusters Score -2.596996e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 182155 members 
Entering Unmasked Estep 
Score: -25971422.000000 Penalty: 6057.916016
	Iteration 33Q: 3 clusters Score -2.597142e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 185214 members 
Entering Unmasked Estep 
Score: -25972844.000000 Penalty: 6057.916016
	Iteration 34Q: 3 clusters Score -2.597284e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 188028 members 
Entering Unmasked Estep 
Score: -25974052.000000 Penalty: 6057.916016
	Iteration 35Q: 3 clusters Score -2.597405e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -25975140.000000 Penalty: 6057.916016
	Iteration 36Q: 3 clusters Score -2.597514e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 192434 members 
Entering Unmasked Estep 
Score: -25976110.000000 Penalty: 6057.916016
	Iteration 37Q: 3 clusters Score -2.597611e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 194128 members 
Entering Unmasked Estep 
Score: -25976910.000000 Penalty: 6057.916016
	Iteration 38Q: 3 clusters Score -2.597691e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 195471 members 
Entering Unmasked Estep 
Score: -25977634.000000 Penalty: 6057.916016
	Iteration 39Q: 3 clusters Score -2.597763e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -25978100.000000 Penalty: 6057.916016
	Iteration 40F: 3 clusters Score -2.59781e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 197354 members 
Entering Unmasked Estep 
Score: -25978452.000000 Penalty: 6057.916016
	Iteration 41Q: 3 clusters Score -2.597845e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 198032 members 
Entering Unmasked Estep 
Score: -25978912.000000 Penalty: 6057.916016
	Iteration 42Q: 3 clusters Score -2.597891e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 198553 members 
Entering Unmasked Estep 
Score: -25979194.000000 Penalty: 6057.916016
	Iteration 43Q: 3 clusters Score -2.597919e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 198969 members 
Entering Unmasked Estep 
Score: -25979424.000000 Penalty: 6057.916016
	Iteration 44Q: 3 clusters Score -2.597942e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 199286 members 
Entering Unmasked Estep 
Score: -25979546.000000 Penalty: 6057.916016
	Iteration 45Q: 3 clusters Score -2.597955e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 199547 members 
Entering Unmasked Estep 
Score: -25979700.000000 Penalty: 6057.916016
	Iteration 46Q: 3 clusters Score -2.59797e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 199740 members 
Entering Unmasked Estep 
Score: -25979828.000000 Penalty: 6057.916016
	Iteration 47Q: 3 clusters Score -2.597983e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 199926 members 
Entering Unmasked Estep 
Score: -25979962.000000 Penalty: 6057.916016
	Iteration 48Q: 3 clusters Score -2.597996e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 200063 members 
Entering Unmasked Estep 
Score: -25980006.000000 Penalty: 6057.916016
	Iteration 49Q: 3 clusters Score -2.598001e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 200160 members 
Entering Unmasked Estep 
Score: -25980062.000000 Penalty: 6057.916016
	Iteration 50Q: 3 clusters Score -2.598006e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 200220 members 
Entering Unmasked Estep 
Score: -25980086.000000 Penalty: 6057.916016
	Iteration 51Q: 3 clusters Score -2.598009e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 200274 members 
Entering Unmasked Estep 
Score: -25980106.000000 Penalty: 6057.916016
	Iteration 52Q: 3 clusters Score -2.598011e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 200323 members 
Entering Unmasked Estep 
Score: -25980164.000000 Penalty: 6057.916016
	Iteration 53Q: 3 clusters Score -2.598016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 200356 members 
Entering Unmasked Estep 
Score: -25980188.000000 Penalty: 6057.916016
	Iteration 54Q: 3 clusters Score -2.598019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 200390 members 
Entering Unmasked Estep 
Score: -25980226.000000 Penalty: 6057.916016
	Iteration 55Q: 3 clusters Score -2.598023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 200424 members 
Entering Unmasked Estep 
Score: -25980214.000000 Penalty: 6057.916016
	Iteration 56Q: 3 clusters Score -2.598021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 200449 members 
Entering Unmasked Estep 
Score: -25980220.000000 Penalty: 6057.916016
	Iteration 57Q: 3 clusters Score -2.598022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 200477 members 
Entering Unmasked Estep 
Score: -25980246.000000 Penalty: 6057.916016
	Iteration 58Q: 3 clusters Score -2.598025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 200497 members 
Entering Unmasked Estep 
Score: -25980256.000000 Penalty: 6057.916016
	Iteration 59Q: 3 clusters Score -2.598026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 200514 members 
Entering Unmasked Estep 
Score: -25980260.000000 Penalty: 6057.916016
	Iteration 60F: 3 clusters Score -2.598026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 200530 members 
Entering Unmasked Estep 
Score: -25980272.000000 Penalty: 6057.916016
	Iteration 61Q: 3 clusters Score -2.598027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 200538 members 
Entering Unmasked Estep 
Score: -25980292.000000 Penalty: 6057.916016
	Iteration 62Q: 3 clusters Score -2.598029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 200549 members 
Entering Unmasked Estep 
Score: -25980294.000000 Penalty: 6057.916016
	Iteration 63Q: 3 clusters Score -2.598029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 200560 members 
Entering Unmasked Estep 
Score: -25980298.000000 Penalty: 6057.916016
	Iteration 64Q: 3 clusters Score -2.59803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 200566 members 
Entering Unmasked Estep 
Score: -25980310.000000 Penalty: 6057.916016
	Iteration 65Q: 3 clusters Score -2.598031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 200569 members 
Entering Unmasked Estep 
Score: -25980342.000000 Penalty: 6057.916016
	Iteration 66Q: 3 clusters Score -2.598034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 200570 members 
Entering Unmasked Estep 
Score: -25980312.000000 Penalty: 6057.916016
	Iteration 67Q: 3 clusters Score -2.598031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 200575 members 
Entering Unmasked Estep 
Score: -25980318.000000 Penalty: 6057.916016
	Iteration 68Q: 3 clusters Score -2.598032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 200574 members 
Entering Unmasked Estep 
Score: -25980322.000000 Penalty: 6057.916016
	Iteration 69Q: 3 clusters Score -2.598032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 200577 members 
Entering Unmasked Estep 
Score: -25980332.000000 Penalty: 6057.916016
	Iteration 70Q: 3 clusters Score -2.598033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 200577 members 
Entering Unmasked Estep 
Score: -25980326.000000 Penalty: 6057.916016
	Iteration 71Q: 3 clusters Score -2.598033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 200578 members 
Entering Unmasked Estep 
Score: -25980340.000000 Penalty: 6057.916016
	Iteration 72Q: 3 clusters Score -2.598034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 200581 members 
Entering Unmasked Estep 
Score: -25980342.000000 Penalty: 6057.916016
	Iteration 73Q: 3 clusters Score -2.598034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 200587 members 
Entering Unmasked Estep 
Score: -25980354.000000 Penalty: 6057.916016
	Iteration 74Q: 3 clusters Score -2.598035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 200590 members 
Entering Unmasked Estep 
Score: -25980346.000000 Penalty: 6057.916016
	Iteration 75Q: 3 clusters Score -2.598035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 200590 members 
Entering Unmasked Estep 
Score: -25980338.000000 Penalty: 6057.916016
	Iteration 76Q: 3 clusters Score -2.598034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 200597 members 
Entering Unmasked Estep 
Score: -25980358.000000 Penalty: 6057.916016
	Iteration 77Q: 3 clusters Score -2.598036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 200600 members 
Entering Unmasked Estep 
Score: -25980360.000000 Penalty: 6057.916016
	Iteration 78Q: 3 clusters Score -2.598036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 200599 members 
Entering Unmasked Estep 
Score: -25980354.000000 Penalty: 6057.916016
	Iteration 79Q: 3 clusters Score -2.598035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 200599 members 
Entering Unmasked Estep 
Score: -25980354.000000 Penalty: 6057.916016
	Iteration 80F: 3 clusters Score -2.598035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -113867.781250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -113867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111945.343750 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -111945.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112323.585938 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -112323.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112541.515625 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -112541.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112969.960938 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -112970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113660.148438 Penalty: 3436.554688
	Iteration 4F: 3 clusters Score -113660.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113888.796875 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -113888.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114017.195312 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -114017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114055.335938 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -114055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114076.328125 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -114076.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114091.359375 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -114091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114097.609375 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -114097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114106.820312 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -114106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114116.796875 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -114116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114137.531250 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -114137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114159.648438 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -114159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114171.484375 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -114171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114186.914062 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -114186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114207.382812 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -114207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114233.210938 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -114233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114274.375000 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -114274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114369.742188 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -114369.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -114446.937500 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -114446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114483.460938 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -114483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114496.218750 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -114496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114502.140625 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -114502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114509.578125 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -114509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114510.460938 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -114510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114510.460938 Penalty: 3436.554688
	Iteration 27F: 3 clusters Score -114510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201499 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55162 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 186804 members 
Mstep: Class 8 contains 136236 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27303 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 32826 members 
Mstep: Class 16 contains 167128 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184420 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 371 members 
Entering Unmasked Estep 
Score: -138538976.000000 Penalty: 79307.039062
Splitting cluster 3 changes total score from -138540032.000000 to -138538976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -144412.187500 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -144412.2 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 594 members 
Entering Unmasked Estep 
Score: -142353.906250 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -142353.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142707.156250 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -142707.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142806.953125 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -142807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142871.750000 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -142871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142935.718750 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -142935.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142985.046875 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -142985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143031.515625 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -143031.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143095.031250 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -143095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143168.937500 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -143168.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143250.703125 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -143250.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143305.453125 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -143305.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143359.453125 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -143359.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -143391.031250 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -143391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -143414.796875 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -143414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -143442.015625 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -143442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143454.140625 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -143454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143466.312500 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -143466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143469.953125 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -143470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -143474.281250 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -143474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -143476.078125 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -143476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -143477.765625 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -143477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143479.750000 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -143479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143479.750000 Penalty: 3525.283203
	Iteration 22F: 3 clusters Score -143479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Entering Unmasked Estep 
Score: -6938160.000000 Penalty: 2707.671387
	Iteration 0F: 2 clusters Score -6938160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -6901092.000000 Penalty: 5415.342773
	Iteration 0F: 3 clusters Score -6901092 nChanged 25524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6915394.500000 Penalty: 5415.342773
	Iteration 1F: 3 clusters Score -6915394 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6916006.500000 Penalty: 5415.342773
	Iteration 2Q: 3 clusters Score -6916006 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6916729.000000 Penalty: 5415.342773
	Iteration 3Q: 3 clusters Score -6916729 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6917625.000000 Penalty: 5415.342773
	Iteration 4Q: 3 clusters Score -6917625 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6918764.000000 Penalty: 5415.342773
	Iteration 5Q: 3 clusters Score -6918764 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6920324.500000 Penalty: 5415.342773
	Iteration 6F: 3 clusters Score -6920324 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6922298.000000 Penalty: 5415.342773
	Iteration 7F: 3 clusters Score -6922298 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -6924277.500000 Penalty: 5415.342773
	Iteration 8F: 3 clusters Score -6924278 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6926061.000000 Penalty: 5415.342773
	Iteration 9F: 3 clusters Score -6926061 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -6927082.500000 Penalty: 5415.342773
	Iteration 10Q: 3 clusters Score -6927082 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6927519.500000 Penalty: 5415.342773
	Iteration 11Q: 3 clusters Score -6927520 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6927710.500000 Penalty: 5415.342773
	Iteration 12Q: 3 clusters Score -6927710 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -6927794.000000 Penalty: 5415.342773
	Iteration 13Q: 3 clusters Score -6927794 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -6927814.000000 Penalty: 5415.342773
	Iteration 14Q: 3 clusters Score -6927814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -6927846.000000 Penalty: 5415.342773
	Iteration 15Q: 3 clusters Score -6927846 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -6927859.500000 Penalty: 5415.342773
	Iteration 16Q: 3 clusters Score -6927860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6927891.500000 Penalty: 5415.342773
	Iteration 17Q: 3 clusters Score -6927892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -6927904.000000 Penalty: 5415.342773
	Iteration 18Q: 3 clusters Score -6927904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -6927913.000000 Penalty: 5415.342773
	Iteration 19Q: 3 clusters Score -6927913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -6927913.000000 Penalty: 5415.342773
	Iteration 20F: 3 clusters Score -6927913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -6927919.500000 Penalty: 5415.342773
	Iteration 21Q: 3 clusters Score -6927920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -6927939.500000 Penalty: 5415.342773
	Iteration 22Q: 3 clusters Score -6927940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -6927953.000000 Penalty: 5415.342773
	Iteration 23Q: 3 clusters Score -6927953 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6927937.000000 Penalty: 5415.342773
	Iteration 24Q: 3 clusters Score -6927937 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -6927955.500000 Penalty: 5415.342773
	Iteration 25Q: 3 clusters Score -6927956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6928020.000000 Penalty: 5415.342773
	Iteration 26Q: 3 clusters Score -6928020 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -6928035.500000 Penalty: 5415.342773
	Iteration 27Q: 3 clusters Score -6928036 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -6928073.000000 Penalty: 5415.342773
	Iteration 28Q: 3 clusters Score -6928073 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -6928085.500000 Penalty: 5415.342773
	Iteration 29Q: 3 clusters Score -6928086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -6928128.500000 Penalty: 5415.342773
	Iteration 30Q: 3 clusters Score -6928128 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6928201.500000 Penalty: 5415.342773
	Iteration 31Q: 3 clusters Score -6928202 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6928270.500000 Penalty: 5415.342773
	Iteration 32Q: 3 clusters Score -6928270 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6928303.000000 Penalty: 5415.342773
	Iteration 33Q: 3 clusters Score -6928303 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -6928344.500000 Penalty: 5415.342773
	Iteration 34Q: 3 clusters Score -6928344 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6928385.000000 Penalty: 5415.342773
	Iteration 35Q: 3 clusters Score -6928385 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6928441.000000 Penalty: 5415.342773
	Iteration 36Q: 3 clusters Score -6928441 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6928509.500000 Penalty: 5415.342773
	Iteration 37Q: 3 clusters Score -6928510 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6928588.000000 Penalty: 5415.342773
	Iteration 38Q: 3 clusters Score -6928588 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6928697.000000 Penalty: 5415.342773
	Iteration 39Q: 3 clusters Score -6928697 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -6928789.000000 Penalty: 5415.342773
	Iteration 40F: 3 clusters Score -6928789 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -6928913.500000 Penalty: 5415.342773
	Iteration 41Q: 3 clusters Score -6928914 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -6929058.500000 Penalty: 5415.342773
	Iteration 42Q: 3 clusters Score -6929058 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6929185.500000 Penalty: 5415.342773
	Iteration 43Q: 3 clusters Score -6929186 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6929296.000000 Penalty: 5415.342773
	Iteration 44Q: 3 clusters Score -6929296 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6929442.000000 Penalty: 5415.342773
	Iteration 45Q: 3 clusters Score -6929442 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -6929596.000000 Penalty: 5415.342773
	Iteration 46Q: 3 clusters Score -6929596 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6929747.000000 Penalty: 5415.342773
	Iteration 47Q: 3 clusters Score -6929747 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -6929901.500000 Penalty: 5415.342773
	Iteration 48Q: 3 clusters Score -6929902 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -6930094.000000 Penalty: 5415.342773
	Iteration 49Q: 3 clusters Score -6930094 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -6930290.500000 Penalty: 5415.342773
	Iteration 50Q: 3 clusters Score -6930290 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6930528.000000 Penalty: 5415.342773
	Iteration 51Q: 3 clusters Score -6930528 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6930750.000000 Penalty: 5415.342773
	Iteration 52Q: 3 clusters Score -6930750 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6930945.000000 Penalty: 5415.342773
	Iteration 53Q: 3 clusters Score -6930945 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -6931129.000000 Penalty: 5415.342773
	Iteration 54Q: 3 clusters Score -6931129 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6931359.500000 Penalty: 5415.342773
	Iteration 55Q: 3 clusters Score -6931360 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6931608.000000 Penalty: 5415.342773
	Iteration 56Q: 3 clusters Score -6931608 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6931804.500000 Penalty: 5415.342773
	Iteration 57Q: 3 clusters Score -6931804 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6932029.500000 Penalty: 5415.342773
	Iteration 58Q: 3 clusters Score -6932030 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6932239.500000 Penalty: 5415.342773
	Iteration 59Q: 3 clusters Score -6932240 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -6932466.500000 Penalty: 5415.342773
	Iteration 60F: 3 clusters Score -6932466 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6932687.500000 Penalty: 5415.342773
	Iteration 61Q: 3 clusters Score -6932688 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -6932909.500000 Penalty: 5415.342773
	Iteration 62Q: 3 clusters Score -6932910 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -6933096.000000 Penalty: 5415.342773
	Iteration 63Q: 3 clusters Score -6933096 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -6933401.500000 Penalty: 5415.342773
	Iteration 64Q: 3 clusters Score -6933402 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -6933635.500000 Penalty: 5415.342773
	Iteration 65Q: 3 clusters Score -6933636 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -6933864.500000 Penalty: 5415.342773
	Iteration 66Q: 3 clusters Score -6933864 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6934088.000000 Penalty: 5415.342773
	Iteration 67Q: 3 clusters Score -6934088 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6934305.500000 Penalty: 5415.342773
	Iteration 68Q: 3 clusters Score -6934306 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -6934495.000000 Penalty: 5415.342773
	Iteration 69Q: 3 clusters Score -6934495 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6934705.500000 Penalty: 5415.342773
	Iteration 70Q: 3 clusters Score -6934706 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6934832.500000 Penalty: 5415.342773
	Iteration 71Q: 3 clusters Score -6934832 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6934964.500000 Penalty: 5415.342773
	Iteration 72Q: 3 clusters Score -6934964 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -6935073.000000 Penalty: 5415.342773
	Iteration 73Q: 3 clusters Score -6935073 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -6935162.500000 Penalty: 5415.342773
	Iteration 74Q: 3 clusters Score -6935162 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6935256.500000 Penalty: 5415.342773
	Iteration 75Q: 3 clusters Score -6935256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6935336.500000 Penalty: 5415.342773
	Iteration 76Q: 3 clusters Score -6935336 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6935421.500000 Penalty: 5415.342773
	Iteration 77Q: 3 clusters Score -6935422 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6935517.000000 Penalty: 5415.342773
	Iteration 78Q: 3 clusters Score -6935517 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6935580.000000 Penalty: 5415.342773
	Iteration 79Q: 3 clusters Score -6935580 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6935668.000000 Penalty: 5415.342773
	Iteration 80F: 3 clusters Score -6935668 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6935752.500000 Penalty: 5415.342773
	Iteration 81Q: 3 clusters Score -6935752 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6935782.000000 Penalty: 5415.342773
	Iteration 82Q: 3 clusters Score -6935782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6935825.500000 Penalty: 5415.342773
	Iteration 83Q: 3 clusters Score -6935826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6935852.000000 Penalty: 5415.342773
	Iteration 84Q: 3 clusters Score -6935852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6935895.000000 Penalty: 5415.342773
	Iteration 85Q: 3 clusters Score -6935895 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6935918.500000 Penalty: 5415.342773
	Iteration 86Q: 3 clusters Score -6935918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6935931.000000 Penalty: 5415.342773
	Iteration 87Q: 3 clusters Score -6935931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6935951.000000 Penalty: 5415.342773
	Iteration 88Q: 3 clusters Score -6935951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6935968.500000 Penalty: 5415.342773
	Iteration 89Q: 3 clusters Score -6935968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6935997.500000 Penalty: 5415.342773
	Iteration 90Q: 3 clusters Score -6935998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6936012.500000 Penalty: 5415.342773
	Iteration 91Q: 3 clusters Score -6936012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6936032.000000 Penalty: 5415.342773
	Iteration 92Q: 3 clusters Score -6936032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6936010.000000 Penalty: 5415.342773
	Iteration 93Q: 3 clusters Score -6936010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6936027.500000 Penalty: 5415.342773
	Iteration 94Q: 3 clusters Score -6936028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6936035.500000 Penalty: 5415.342773
	Iteration 95Q: 3 clusters Score -6936036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6936040.000000 Penalty: 5415.342773
	Iteration 96Q: 3 clusters Score -6936040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6936041.500000 Penalty: 5415.342773
	Iteration 97Q: 3 clusters Score -6936042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6936058.500000 Penalty: 5415.342773
	Iteration 98Q: 3 clusters Score -6936058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6936068.000000 Penalty: 5415.342773
	Iteration 99Q: 3 clusters Score -6936068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6936070.000000 Penalty: 5415.342773
	Iteration 100F: 3 clusters Score -6936070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6936079.500000 Penalty: 5415.342773
	Iteration 101Q: 3 clusters Score -6936080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6936090.500000 Penalty: 5415.342773
	Iteration 102Q: 3 clusters Score -6936090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6936092.000000 Penalty: 5415.342773
	Iteration 103Q: 3 clusters Score -6936092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6936091.500000 Penalty: 5415.342773
	Iteration 104Q: 3 clusters Score -6936092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6936098.000000 Penalty: 5415.342773
	Iteration 105Q: 3 clusters Score -6936098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6936100.500000 Penalty: 5415.342773
	Iteration 106Q: 3 clusters Score -6936100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6936098.000000 Penalty: 5415.342773
	Iteration 107Q: 3 clusters Score -6936098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6936097.000000 Penalty: 5415.342773
	Iteration 108Q: 3 clusters Score -6936097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6936100.500000 Penalty: 5415.342773
	Iteration 109Q: 3 clusters Score -6936100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6936104.500000 Penalty: 5415.342773
	Iteration 110Q: 3 clusters Score -6936104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6936117.000000 Penalty: 5415.342773
	Iteration 111Q: 3 clusters Score -6936117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6936129.500000 Penalty: 5415.342773
	Iteration 112Q: 3 clusters Score -6936130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6936116.000000 Penalty: 5415.342773
	Iteration 113Q: 3 clusters Score -6936116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6936122.000000 Penalty: 5415.342773
	Iteration 114Q: 3 clusters Score -6936122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6936128.000000 Penalty: 5415.342773
	Iteration 115Q: 3 clusters Score -6936128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6936134.500000 Penalty: 5415.342773
	Iteration 116Q: 3 clusters Score -6936134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6936132.500000 Penalty: 5415.342773
	Iteration 117Q: 3 clusters Score -6936132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6936155.500000 Penalty: 5415.342773
	Iteration 118Q: 3 clusters Score -6936156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6936162.500000 Penalty: 5415.342773
	Iteration 119Q: 3 clusters Score -6936162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6936167.000000 Penalty: 5415.342773
	Iteration 120F: 3 clusters Score -6936167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6936163.500000 Penalty: 5415.342773
	Iteration 121Q: 3 clusters Score -6936164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6936169.500000 Penalty: 5415.342773
	Iteration 122Q: 3 clusters Score -6936170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6936184.500000 Penalty: 5415.342773
	Iteration 123Q: 3 clusters Score -6936184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6936182.000000 Penalty: 5415.342773
	Iteration 124Q: 3 clusters Score -6936182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6936181.500000 Penalty: 5415.342773
	Iteration 125Q: 3 clusters Score -6936182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6936178.500000 Penalty: 5415.342773
	Iteration 126Q: 3 clusters Score -6936178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6936182.500000 Penalty: 5415.342773
	Iteration 127Q: 3 clusters Score -6936182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6936183.000000 Penalty: 5415.342773
	Iteration 128Q: 3 clusters Score -6936183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6936190.500000 Penalty: 5415.342773
	Iteration 129Q: 3 clusters Score -6936190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6936189.500000 Penalty: 5415.342773
	Iteration 130Q: 3 clusters Score -6936190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6936180.000000 Penalty: 5415.342773
	Iteration 131Q: 3 clusters Score -6936180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6936188.000000 Penalty: 5415.342773
	Iteration 132Q: 3 clusters Score -6936188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6936191.500000 Penalty: 5415.342773
	Iteration 133Q: 3 clusters Score -6936192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6936196.000000 Penalty: 5415.342773
	Iteration 134Q: 3 clusters Score -6936196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6936196.500000 Penalty: 5415.342773
	Iteration 135Q: 3 clusters Score -6936196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6936191.500000 Penalty: 5415.342773
	Iteration 136Q: 3 clusters Score -6936192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6936196.000000 Penalty: 5415.342773
	Iteration 137Q: 3 clusters Score -6936196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6936198.500000 Penalty: 5415.342773
	Iteration 138Q: 3 clusters Score -6936198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6936191.000000 Penalty: 5415.342773
	Iteration 139Q: 3 clusters Score -6936191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6936201.000000 Penalty: 5415.342773
	Iteration 140F: 3 clusters Score -6936201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6936204.500000 Penalty: 5415.342773
	Iteration 141Q: 3 clusters Score -6936204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6936205.000000 Penalty: 5415.342773
	Iteration 142Q: 3 clusters Score -6936205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6936203.000000 Penalty: 5415.342773
	Iteration 143Q: 3 clusters Score -6936203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6936207.500000 Penalty: 5415.342773
	Iteration 144Q: 3 clusters Score -6936208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6936215.500000 Penalty: 5415.342773
	Iteration 145Q: 3 clusters Score -6936216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6936212.500000 Penalty: 5415.342773
	Iteration 146Q: 3 clusters Score -6936212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6936212.000000 Penalty: 5415.342773
	Iteration 147Q: 3 clusters Score -6936212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6936213.000000 Penalty: 5415.342773
	Iteration 148Q: 3 clusters Score -6936213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6936213.000000 Penalty: 5415.342773
	Iteration 149F: 3 clusters Score -6936213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -156469.046875 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -156469 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 714 members 
Entering Unmasked Estep 
Score: -154377.421875 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -154377.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155191.296875 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -155191.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155865.421875 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -155865.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156664.750000 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -156664.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157557.296875 Penalty: 3604.346436
	Iteration 4F: 3 clusters Score -157557.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158072.140625 Penalty: 3604.346436
	Iteration 5F: 3 clusters Score -158072.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158171.453125 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -158171.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158208.406250 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -158208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158227.687500 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -158227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158251.500000 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -158251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158285.343750 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -158285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158306.109375 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -158306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158320.203125 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -158320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158325.171875 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -158325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158327.765625 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -158327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158328.421875 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -158328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158328.953125 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -158329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158329.140625 Penalty: 3604.346436
	Iteration 17F: 3 clusters Score -158329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158332.437500 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -158332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158333.312500 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -158333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158333.312500 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -158333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201499 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55162 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186804 members 
Mstep: Class 8 contains 136236 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27303 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 32826 members 
Mstep: Class 16 contains 167128 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184420 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
Score: -138540192.000000 Penalty: 79307.039062
Splitting cluster 6 changes total score from -138540032.000000 to -138540192.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (186804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Entering Unmasked Estep 
Score: -24141710.000000 Penalty: 3010.178223
	Iteration 0F: 2 clusters Score -2.414171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -24018764.000000 Penalty: 6020.356445
	Iteration 0F: 3 clusters Score -2.401876e+07 nChanged 89553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -24072510.000000 Penalty: 6020.356445
	Iteration 1F: 3 clusters Score -2.407251e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -24075482.000000 Penalty: 6020.356445
	Iteration 2Q: 3 clusters Score -2.407548e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -24079884.000000 Penalty: 6020.356445
	Iteration 3Q: 3 clusters Score -2.407988e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -24086804.000000 Penalty: 6020.356445
	Iteration 4F: 3 clusters Score -2.40868e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -24096914.000000 Penalty: 6020.356445
	Iteration 5F: 3 clusters Score -2.409691e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -24109442.000000 Penalty: 6020.356445
	Iteration 6F: 3 clusters Score -2.410944e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -24120144.000000 Penalty: 6020.356445
	Iteration 7F: 3 clusters Score -2.412014e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -24125778.000000 Penalty: 6020.356445
	Iteration 8Q: 3 clusters Score -2.412578e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -24127930.000000 Penalty: 6020.356445
	Iteration 9Q: 3 clusters Score -2.412793e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -24129158.000000 Penalty: 6020.356445
	Iteration 10Q: 3 clusters Score -2.412916e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -24129936.000000 Penalty: 6020.356445
	Iteration 11Q: 3 clusters Score -2.412994e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 142189 members 
Entering Unmasked Estep 
Score: -24130672.000000 Penalty: 6020.356445
	Iteration 12Q: 3 clusters Score -2.413067e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -24131432.000000 Penalty: 6020.356445
	Iteration 13Q: 3 clusters Score -2.413143e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -24132038.000000 Penalty: 6020.356445
	Iteration 14Q: 3 clusters Score -2.413204e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -24132550.000000 Penalty: 6020.356445
	Iteration 15Q: 3 clusters Score -2.413255e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -24133078.000000 Penalty: 6020.356445
	Iteration 16Q: 3 clusters Score -2.413308e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -24133656.000000 Penalty: 6020.356445
	Iteration 17Q: 3 clusters Score -2.413366e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 154727 members 
Entering Unmasked Estep 
Score: -24134270.000000 Penalty: 6020.356445
	Iteration 18Q: 3 clusters Score -2.413427e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -24134656.000000 Penalty: 6020.356445
	Iteration 19Q: 3 clusters Score -2.413466e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 158685 members 
Entering Unmasked Estep 
Score: -24135300.000000 Penalty: 6020.356445
	Iteration 20F: 3 clusters Score -2.41353e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -24135870.000000 Penalty: 6020.356445
	Iteration 21Q: 3 clusters Score -2.413587e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -24136296.000000 Penalty: 6020.356445
	Iteration 22Q: 3 clusters Score -2.41363e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -24136748.000000 Penalty: 6020.356445
	Iteration 23Q: 3 clusters Score -2.413675e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -24137230.000000 Penalty: 6020.356445
	Iteration 24Q: 3 clusters Score -2.413723e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 167345 members 
Entering Unmasked Estep 
Score: -24137642.000000 Penalty: 6020.356445
	Iteration 25Q: 3 clusters Score -2.413764e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -24138090.000000 Penalty: 6020.356445
	Iteration 26Q: 3 clusters Score -2.413809e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -24138562.000000 Penalty: 6020.356445
	Iteration 27Q: 3 clusters Score -2.413856e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -24138890.000000 Penalty: 6020.356445
	Iteration 28Q: 3 clusters Score -2.413889e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 173289 members 
Entering Unmasked Estep 
Score: -24139222.000000 Penalty: 6020.356445
	Iteration 29Q: 3 clusters Score -2.413922e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -24139422.000000 Penalty: 6020.356445
	Iteration 30Q: 3 clusters Score -2.413942e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 175694 members 
Entering Unmasked Estep 
Score: -24139748.000000 Penalty: 6020.356445
	Iteration 31Q: 3 clusters Score -2.413975e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -24140038.000000 Penalty: 6020.356445
	Iteration 32Q: 3 clusters Score -2.414004e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -24140078.000000 Penalty: 6020.356445
	Iteration 33Q: 3 clusters Score -2.414008e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 178489 members 
Entering Unmasked Estep 
Score: -24140198.000000 Penalty: 6020.356445
	Iteration 34Q: 3 clusters Score -2.41402e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 179187 members 
Entering Unmasked Estep 
Score: -24140298.000000 Penalty: 6020.356445
	Iteration 35Q: 3 clusters Score -2.41403e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -24140394.000000 Penalty: 6020.356445
	Iteration 36Q: 3 clusters Score -2.414039e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -24140608.000000 Penalty: 6020.356445
	Iteration 37Q: 3 clusters Score -2.414061e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 180921 members 
Entering Unmasked Estep 
Score: -24140630.000000 Penalty: 6020.356445
	Iteration 38Q: 3 clusters Score -2.414063e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 181352 members 
Entering Unmasked Estep 
Score: -24140608.000000 Penalty: 6020.356445
	Iteration 39Q: 3 clusters Score -2.414061e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 181692 members 
Entering Unmasked Estep 
Score: -24140584.000000 Penalty: 6020.356445
	Iteration 40F: 3 clusters Score -2.414058e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 181977 members 
Entering Unmasked Estep 
Score: -24140594.000000 Penalty: 6020.356445
	Iteration 41Q: 3 clusters Score -2.414059e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 182221 members 
Entering Unmasked Estep 
Score: -24140660.000000 Penalty: 6020.356445
	Iteration 42Q: 3 clusters Score -2.414066e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -24140692.000000 Penalty: 6020.356445
	Iteration 43Q: 3 clusters Score -2.414069e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 182628 members 
Entering Unmasked Estep 
Score: -24140696.000000 Penalty: 6020.356445
	Iteration 44Q: 3 clusters Score -2.41407e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 182774 members 
Entering Unmasked Estep 
Score: -24140690.000000 Penalty: 6020.356445
	Iteration 45Q: 3 clusters Score -2.414069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -24140740.000000 Penalty: 6020.356445
	Iteration 46Q: 3 clusters Score -2.414074e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 183005 members 
Entering Unmasked Estep 
Score: -24140794.000000 Penalty: 6020.356445
	Iteration 47Q: 3 clusters Score -2.414079e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 183104 members 
Entering Unmasked Estep 
Score: -24140788.000000 Penalty: 6020.356445
	Iteration 48Q: 3 clusters Score -2.414079e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 183200 members 
Entering Unmasked Estep 
Score: -24140792.000000 Penalty: 6020.356445
	Iteration 49Q: 3 clusters Score -2.414079e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -24140770.000000 Penalty: 6020.356445
	Iteration 50Q: 3 clusters Score -2.414077e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 183363 members 
Entering Unmasked Estep 
Score: -24140762.000000 Penalty: 6020.356445
	Iteration 51Q: 3 clusters Score -2.414076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -24140748.000000 Penalty: 6020.356445
	Iteration 52Q: 3 clusters Score -2.414075e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -24140752.000000 Penalty: 6020.356445
	Iteration 53Q: 3 clusters Score -2.414075e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 183507 members 
Entering Unmasked Estep 
Score: -24140792.000000 Penalty: 6020.356445
	Iteration 54Q: 3 clusters Score -2.414079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 183548 members 
Entering Unmasked Estep 
Score: -24140782.000000 Penalty: 6020.356445
	Iteration 55Q: 3 clusters Score -2.414078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -24140746.000000 Penalty: 6020.356445
	Iteration 56Q: 3 clusters Score -2.414075e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 183620 members 
Entering Unmasked Estep 
Score: -24140738.000000 Penalty: 6020.356445
	Iteration 57Q: 3 clusters Score -2.414074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 183652 members 
Entering Unmasked Estep 
Score: -24140740.000000 Penalty: 6020.356445
	Iteration 58Q: 3 clusters Score -2.414074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 183690 members 
Entering Unmasked Estep 
Score: -24140762.000000 Penalty: 6020.356445
	Iteration 59Q: 3 clusters Score -2.414076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 183719 members 
Entering Unmasked Estep 
Score: -24140724.000000 Penalty: 6020.356445
	Iteration 60F: 3 clusters Score -2.414072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 183743 members 
Entering Unmasked Estep 
Score: -24140738.000000 Penalty: 6020.356445
	Iteration 61Q: 3 clusters Score -2.414074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 183759 members 
Entering Unmasked Estep 
Score: -24140746.000000 Penalty: 6020.356445
	Iteration 62Q: 3 clusters Score -2.414075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 183777 members 
Entering Unmasked Estep 
Score: -24140722.000000 Penalty: 6020.356445
	Iteration 63Q: 3 clusters Score -2.414072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 183790 members 
Entering Unmasked Estep 
Score: -24140722.000000 Penalty: 6020.356445
	Iteration 64Q: 3 clusters Score -2.414072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 183799 members 
Entering Unmasked Estep 
Score: -24140732.000000 Penalty: 6020.356445
	Iteration 65Q: 3 clusters Score -2.414073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 183804 members 
Entering Unmasked Estep 
Score: -24140720.000000 Penalty: 6020.356445
	Iteration 66Q: 3 clusters Score -2.414072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 183812 members 
Entering Unmasked Estep 
Score: -24140722.000000 Penalty: 6020.356445
	Iteration 67Q: 3 clusters Score -2.414072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 183823 members 
Entering Unmasked Estep 
Score: -24140720.000000 Penalty: 6020.356445
	Iteration 68Q: 3 clusters Score -2.414072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -24140712.000000 Penalty: 6020.356445
	Iteration 69Q: 3 clusters Score -2.414071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -24140700.000000 Penalty: 6020.356445
	Iteration 70Q: 3 clusters Score -2.41407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 183858 members 
Entering Unmasked Estep 
Score: -24140710.000000 Penalty: 6020.356445
	Iteration 71Q: 3 clusters Score -2.414071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 183866 members 
Entering Unmasked Estep 
Score: -24140740.000000 Penalty: 6020.356445
	Iteration 72Q: 3 clusters Score -2.414074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -24140734.000000 Penalty: 6020.356445
	Iteration 73Q: 3 clusters Score -2.414073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -24140744.000000 Penalty: 6020.356445
	Iteration 74Q: 3 clusters Score -2.414074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 183878 members 
Entering Unmasked Estep 
Score: -24140734.000000 Penalty: 6020.356445
	Iteration 75Q: 3 clusters Score -2.414073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 183880 members 
Entering Unmasked Estep 
Score: -24140724.000000 Penalty: 6020.356445
	Iteration 76Q: 3 clusters Score -2.414072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -24140732.000000 Penalty: 6020.356445
	Iteration 77Q: 3 clusters Score -2.414073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -24140722.000000 Penalty: 6020.356445
	Iteration 78Q: 3 clusters Score -2.414072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -24140724.000000 Penalty: 6020.356445
	Iteration 79Q: 3 clusters Score -2.414072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 183888 members 
Entering Unmasked Estep 
Score: -24140734.000000 Penalty: 6020.356445
	Iteration 80F: 3 clusters Score -2.414073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 183893 members 
Entering Unmasked Estep 
Score: -24140724.000000 Penalty: 6020.356445
	Iteration 81Q: 3 clusters Score -2.414072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 183896 members 
Entering Unmasked Estep 
Score: -24140736.000000 Penalty: 6020.356445
	Iteration 82Q: 3 clusters Score -2.414074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 183898 members 
Entering Unmasked Estep 
Score: -24140726.000000 Penalty: 6020.356445
	Iteration 83Q: 3 clusters Score -2.414073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 183901 members 
Entering Unmasked Estep 
Score: -24140722.000000 Penalty: 6020.356445
	Iteration 84Q: 3 clusters Score -2.414072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 183902 members 
Entering Unmasked Estep 
Score: -24140720.000000 Penalty: 6020.356445
	Iteration 85Q: 3 clusters Score -2.414072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -24140724.000000 Penalty: 6020.356445
	Iteration 86Q: 3 clusters Score -2.414072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 183904 members 
Entering Unmasked Estep 
Score: -24140730.000000 Penalty: 6020.356445
	Iteration 87Q: 3 clusters Score -2.414073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 183904 members 
Entering Unmasked Estep 
Score: -24140730.000000 Penalty: 6020.356445
	Iteration 88F: 3 clusters Score -2.414073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Entering Unmasked Estep 
Score: -17684972.000000 Penalty: 2931.891602
	Iteration 0F: 2 clusters Score -1.768497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -17594014.000000 Penalty: 5863.783203
	Iteration 0F: 3 clusters Score -1.759401e+07 nChanged 64817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -17631256.000000 Penalty: 5863.783203
	Iteration 1F: 3 clusters Score -1.763126e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -17632184.000000 Penalty: 5863.783203
	Iteration 2Q: 3 clusters Score -1.763218e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -17633374.000000 Penalty: 5863.783203
	Iteration 3Q: 3 clusters Score -1.763337e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -17635106.000000 Penalty: 5863.783203
	Iteration 4Q: 3 clusters Score -1.763511e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -17637424.000000 Penalty: 5863.783203
	Iteration 5Q: 3 clusters Score -1.763742e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -17640396.000000 Penalty: 5863.783203
	Iteration 6Q: 3 clusters Score -1.76404e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -17644198.000000 Penalty: 5863.783203
	Iteration 7Q: 3 clusters Score -1.76442e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -17649054.000000 Penalty: 5863.783203
	Iteration 8F: 3 clusters Score -1.764905e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -17654196.000000 Penalty: 5863.783203
	Iteration 9F: 3 clusters Score -1.76542e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -17659454.000000 Penalty: 5863.783203
	Iteration 10F: 3 clusters Score -1.765945e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -17663542.000000 Penalty: 5863.783203
	Iteration 11F: 3 clusters Score -1.766354e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -17666114.000000 Penalty: 5863.783203
	Iteration 12Q: 3 clusters Score -1.766611e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -17667536.000000 Penalty: 5863.783203
	Iteration 13Q: 3 clusters Score -1.766754e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -17668454.000000 Penalty: 5863.783203
	Iteration 14Q: 3 clusters Score -1.766845e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -17669052.000000 Penalty: 5863.783203
	Iteration 15Q: 3 clusters Score -1.766905e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -17669502.000000 Penalty: 5863.783203
	Iteration 16Q: 3 clusters Score -1.76695e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -17669988.000000 Penalty: 5863.783203
	Iteration 17Q: 3 clusters Score -1.766999e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -17670446.000000 Penalty: 5863.783203
	Iteration 18Q: 3 clusters Score -1.767045e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -17671114.000000 Penalty: 5863.783203
	Iteration 19Q: 3 clusters Score -1.767111e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -17671862.000000 Penalty: 5863.783203
	Iteration 20F: 3 clusters Score -1.767186e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -17672600.000000 Penalty: 5863.783203
	Iteration 21Q: 3 clusters Score -1.76726e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -17673310.000000 Penalty: 5863.783203
	Iteration 22Q: 3 clusters Score -1.767331e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -17674016.000000 Penalty: 5863.783203
	Iteration 23Q: 3 clusters Score -1.767402e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -17674738.000000 Penalty: 5863.783203
	Iteration 24Q: 3 clusters Score -1.767474e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -17675422.000000 Penalty: 5863.783203
	Iteration 25Q: 3 clusters Score -1.767542e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -17676198.000000 Penalty: 5863.783203
	Iteration 26Q: 3 clusters Score -1.76762e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -17677004.000000 Penalty: 5863.783203
	Iteration 27Q: 3 clusters Score -1.7677e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -17677842.000000 Penalty: 5863.783203
	Iteration 28Q: 3 clusters Score -1.767784e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -17678560.000000 Penalty: 5863.783203
	Iteration 29Q: 3 clusters Score -1.767856e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -17679270.000000 Penalty: 5863.783203
	Iteration 30Q: 3 clusters Score -1.767927e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 128809 members 
Entering Unmasked Estep 
Score: -17679952.000000 Penalty: 5863.783203
	Iteration 31Q: 3 clusters Score -1.767995e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -17680326.000000 Penalty: 5863.783203
	Iteration 32Q: 3 clusters Score -1.768033e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 130894 members 
Entering Unmasked Estep 
Score: -17680652.000000 Penalty: 5863.783203
	Iteration 33Q: 3 clusters Score -1.768065e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 131717 members 
Entering Unmasked Estep 
Score: -17681020.000000 Penalty: 5863.783203
	Iteration 34Q: 3 clusters Score -1.768102e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -17681292.000000 Penalty: 5863.783203
	Iteration 35Q: 3 clusters Score -1.768129e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -17681528.000000 Penalty: 5863.783203
	Iteration 36Q: 3 clusters Score -1.768153e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -17681788.000000 Penalty: 5863.783203
	Iteration 37Q: 3 clusters Score -1.768179e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 133764 members 
Entering Unmasked Estep 
Score: -17681960.000000 Penalty: 5863.783203
	Iteration 38Q: 3 clusters Score -1.768196e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 134017 members 
Entering Unmasked Estep 
Score: -17682018.000000 Penalty: 5863.783203
	Iteration 39Q: 3 clusters Score -1.768202e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 134221 members 
Entering Unmasked Estep 
Score: -17682120.000000 Penalty: 5863.783203
	Iteration 40F: 3 clusters Score -1.768212e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -17682226.000000 Penalty: 5863.783203
	Iteration 41Q: 3 clusters Score -1.768223e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 134514 members 
Entering Unmasked Estep 
Score: -17682266.000000 Penalty: 5863.783203
	Iteration 42Q: 3 clusters Score -1.768227e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 134585 members 
Entering Unmasked Estep 
Score: -17682300.000000 Penalty: 5863.783203
	Iteration 43Q: 3 clusters Score -1.76823e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 134647 members 
Entering Unmasked Estep 
Score: -17682314.000000 Penalty: 5863.783203
	Iteration 44Q: 3 clusters Score -1.768231e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -17682348.000000 Penalty: 5863.783203
	Iteration 45Q: 3 clusters Score -1.768235e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 134747 members 
Entering Unmasked Estep 
Score: -17682358.000000 Penalty: 5863.783203
	Iteration 46Q: 3 clusters Score -1.768236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -17682350.000000 Penalty: 5863.783203
	Iteration 47Q: 3 clusters Score -1.768235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -17682358.000000 Penalty: 5863.783203
	Iteration 48Q: 3 clusters Score -1.768236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 134851 members 
Entering Unmasked Estep 
Score: -17682380.000000 Penalty: 5863.783203
	Iteration 49Q: 3 clusters Score -1.768238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -17682388.000000 Penalty: 5863.783203
	Iteration 50Q: 3 clusters Score -1.768239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 134907 members 
Entering Unmasked Estep 
Score: -17682388.000000 Penalty: 5863.783203
	Iteration 51Q: 3 clusters Score -1.768239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 134928 members 
Entering Unmasked Estep 
Score: -17682404.000000 Penalty: 5863.783203
	Iteration 52Q: 3 clusters Score -1.76824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 134956 members 
Entering Unmasked Estep 
Score: -17682408.000000 Penalty: 5863.783203
	Iteration 53Q: 3 clusters Score -1.768241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -17682422.000000 Penalty: 5863.783203
	Iteration 54Q: 3 clusters Score -1.768242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 135002 members 
Entering Unmasked Estep 
Score: -17682440.000000 Penalty: 5863.783203
	Iteration 55Q: 3 clusters Score -1.768244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -17682462.000000 Penalty: 5863.783203
	Iteration 56Q: 3 clusters Score -1.768246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -17682478.000000 Penalty: 5863.783203
	Iteration 57Q: 3 clusters Score -1.768248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 135048 members 
Entering Unmasked Estep 
Score: -17682490.000000 Penalty: 5863.783203
	Iteration 58Q: 3 clusters Score -1.768249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -17682508.000000 Penalty: 5863.783203
	Iteration 59Q: 3 clusters Score -1.768251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -17682504.000000 Penalty: 5863.783203
	Iteration 60F: 3 clusters Score -1.76825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -17682512.000000 Penalty: 5863.783203
	Iteration 61Q: 3 clusters Score -1.768251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -17682494.000000 Penalty: 5863.783203
	Iteration 62Q: 3 clusters Score -1.768249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -17682508.000000 Penalty: 5863.783203
	Iteration 63Q: 3 clusters Score -1.768251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -17682514.000000 Penalty: 5863.783203
	Iteration 64Q: 3 clusters Score -1.768251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -17682508.000000 Penalty: 5863.783203
	Iteration 65Q: 3 clusters Score -1.768251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -17682514.000000 Penalty: 5863.783203
	Iteration 66Q: 3 clusters Score -1.768251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -17682516.000000 Penalty: 5863.783203
	Iteration 67Q: 3 clusters Score -1.768252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -17682516.000000 Penalty: 5863.783203
	Iteration 68F: 3 clusters Score -1.768252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -175268.218750 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -175268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -172987.156250 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -172987.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -173382.921875 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -173382.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -173555.953125 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -173556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173669.578125 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -173669.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173766.109375 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -173766.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173913.718750 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -173913.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174121.187500 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -174121.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174289.359375 Penalty: 3610.199951
	Iteration 7F: 3 clusters Score -174289.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174446.906250 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -174446.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174603.093750 Penalty: 3610.199951
	Iteration 9F: 3 clusters Score -174603.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -174705.562500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -174705.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174778.171875 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -174778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -174822.203125 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -174822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -174858.484375 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -174858.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -174870.984375 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -174871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -174883.890625 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -174883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -174897.906250 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -174897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174909.593750 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -174909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174910.593750 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -174910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174910.593750 Penalty: 3610.199951
	Iteration 19F: 3 clusters Score -174910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Entering Unmasked Estep 
Score: -3583099.750000 Penalty: 2533.258545
	Iteration 0F: 2 clusters Score -3583100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3564231.500000 Penalty: 5066.517090
	Iteration 0F: 3 clusters Score -3564232 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3570853.250000 Penalty: 5066.517090
	Iteration 1F: 3 clusters Score -3570853 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3571265.750000 Penalty: 5066.517090
	Iteration 2Q: 3 clusters Score -3571266 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3571653.750000 Penalty: 5066.517090
	Iteration 3Q: 3 clusters Score -3571654 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3572112.000000 Penalty: 5066.517090
	Iteration 4Q: 3 clusters Score -3572112 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3572667.250000 Penalty: 5066.517090
	Iteration 5Q: 3 clusters Score -3572667 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3573476.750000 Penalty: 5066.517090
	Iteration 6F: 3 clusters Score -3573477 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3574701.250000 Penalty: 5066.517090
	Iteration 7F: 3 clusters Score -3574701 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3576282.500000 Penalty: 5066.517090
	Iteration 8F: 3 clusters Score -3576282 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3577871.500000 Penalty: 5066.517090
	Iteration 9F: 3 clusters Score -3577872 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3579117.000000 Penalty: 5066.517090
	Iteration 10Q: 3 clusters Score -3579117 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3579870.750000 Penalty: 5066.517090
	Iteration 11Q: 3 clusters Score -3579871 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3580299.500000 Penalty: 5066.517090
	Iteration 12Q: 3 clusters Score -3580300 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3580500.500000 Penalty: 5066.517090
	Iteration 13Q: 3 clusters Score -3580500 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3580613.750000 Penalty: 5066.517090
	Iteration 14Q: 3 clusters Score -3580614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3580669.500000 Penalty: 5066.517090
	Iteration 15Q: 3 clusters Score -3580670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3580715.250000 Penalty: 5066.517090
	Iteration 16Q: 3 clusters Score -3580715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3580751.500000 Penalty: 5066.517090
	Iteration 17Q: 3 clusters Score -3580752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3580773.500000 Penalty: 5066.517090
	Iteration 18Q: 3 clusters Score -3580774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3580792.500000 Penalty: 5066.517090
	Iteration 19Q: 3 clusters Score -3580792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3580818.250000 Penalty: 5066.517090
	Iteration 20F: 3 clusters Score -3580818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3580824.750000 Penalty: 5066.517090
	Iteration 21Q: 3 clusters Score -3580825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3580829.500000 Penalty: 5066.517090
	Iteration 22Q: 3 clusters Score -3580830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3580841.250000 Penalty: 5066.517090
	Iteration 23Q: 3 clusters Score -3580841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3580852.500000 Penalty: 5066.517090
	Iteration 24Q: 3 clusters Score -3580852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3580855.500000 Penalty: 5066.517090
	Iteration 25Q: 3 clusters Score -3580856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3580864.000000 Penalty: 5066.517090
	Iteration 26Q: 3 clusters Score -3580864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3580866.750000 Penalty: 5066.517090
	Iteration 27Q: 3 clusters Score -3580867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3580871.000000 Penalty: 5066.517090
	Iteration 28Q: 3 clusters Score -3580871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3580878.750000 Penalty: 5066.517090
	Iteration 29Q: 3 clusters Score -3580879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3580884.250000 Penalty: 5066.517090
	Iteration 30Q: 3 clusters Score -3580884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3580898.500000 Penalty: 5066.517090
	Iteration 31Q: 3 clusters Score -3580898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3580906.000000 Penalty: 5066.517090
	Iteration 32Q: 3 clusters Score -3580906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3580907.500000 Penalty: 5066.517090
	Iteration 33Q: 3 clusters Score -3580908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3580903.500000 Penalty: 5066.517090
	Iteration 34Q: 3 clusters Score -3580904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3580905.500000 Penalty: 5066.517090
	Iteration 35Q: 3 clusters Score -3580906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3580910.750000 Penalty: 5066.517090
	Iteration 36Q: 3 clusters Score -3580911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3580912.000000 Penalty: 5066.517090
	Iteration 37Q: 3 clusters Score -3580912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3580914.000000 Penalty: 5066.517090
	Iteration 38Q: 3 clusters Score -3580914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3580917.500000 Penalty: 5066.517090
	Iteration 39Q: 3 clusters Score -3580918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3580922.000000 Penalty: 5066.517090
	Iteration 40F: 3 clusters Score -3580922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3580935.500000 Penalty: 5066.517090
	Iteration 41Q: 3 clusters Score -3580936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3580935.750000 Penalty: 5066.517090
	Iteration 42Q: 3 clusters Score -3580936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3580930.000000 Penalty: 5066.517090
	Iteration 43Q: 3 clusters Score -3580930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3580934.750000 Penalty: 5066.517090
	Iteration 44Q: 3 clusters Score -3580935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3580942.250000 Penalty: 5066.517090
	Iteration 45Q: 3 clusters Score -3580942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3580943.750000 Penalty: 5066.517090
	Iteration 46Q: 3 clusters Score -3580944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3580941.000000 Penalty: 5066.517090
	Iteration 47Q: 3 clusters Score -3580941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3580946.250000 Penalty: 5066.517090
	Iteration 48Q: 3 clusters Score -3580946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3580946.750000 Penalty: 5066.517090
	Iteration 49Q: 3 clusters Score -3580947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3580948.750000 Penalty: 5066.517090
	Iteration 50Q: 3 clusters Score -3580949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3580945.000000 Penalty: 5066.517090
	Iteration 51Q: 3 clusters Score -3580945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3580947.750000 Penalty: 5066.517090
	Iteration 52Q: 3 clusters Score -3580948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3580946.750000 Penalty: 5066.517090
	Iteration 53Q: 3 clusters Score -3580947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3580945.500000 Penalty: 5066.517090
	Iteration 54Q: 3 clusters Score -3580946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3580945.500000 Penalty: 5066.517090
	Iteration 55F: 3 clusters Score -3580946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Entering Unmasked Estep 
Score: -1526452.250000 Penalty: 2327.970703
	Iteration 0F: 2 clusters Score -1526452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1517643.250000 Penalty: 4655.941406
	Iteration 0F: 3 clusters Score -1517643 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1520239.625000 Penalty: 4655.941406
	Iteration 1F: 3 clusters Score -1520240 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1520528.125000 Penalty: 4655.941406
	Iteration 2F: 3 clusters Score -1520528 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1520781.625000 Penalty: 4655.941406
	Iteration 3Q: 3 clusters Score -1520782 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1521032.250000 Penalty: 4655.941406
	Iteration 4Q: 3 clusters Score -1521032 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1521296.500000 Penalty: 4655.941406
	Iteration 5Q: 3 clusters Score -1521296 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1521643.000000 Penalty: 4655.941406
	Iteration 6Q: 3 clusters Score -1521643 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1522045.750000 Penalty: 4655.941406
	Iteration 7F: 3 clusters Score -1522046 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1522495.500000 Penalty: 4655.941406
	Iteration 8Q: 3 clusters Score -1522496 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1522983.625000 Penalty: 4655.941406
	Iteration 9F: 3 clusters Score -1522984 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1523509.125000 Penalty: 4655.941406
	Iteration 10F: 3 clusters Score -1523509 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1524081.000000 Penalty: 4655.941406
	Iteration 11F: 3 clusters Score -1524081 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1524651.000000 Penalty: 4655.941406
	Iteration 12Q: 3 clusters Score -1524651 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1525159.375000 Penalty: 4655.941406
	Iteration 13Q: 3 clusters Score -1525159 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1525459.875000 Penalty: 4655.941406
	Iteration 14Q: 3 clusters Score -1525460 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1525594.125000 Penalty: 4655.941406
	Iteration 15Q: 3 clusters Score -1525594 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1525661.375000 Penalty: 4655.941406
	Iteration 16Q: 3 clusters Score -1525661 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1525696.750000 Penalty: 4655.941406
	Iteration 17Q: 3 clusters Score -1525697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1525706.375000 Penalty: 4655.941406
	Iteration 18Q: 3 clusters Score -1525706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1525712.000000 Penalty: 4655.941406
	Iteration 19Q: 3 clusters Score -1525712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1525724.375000 Penalty: 4655.941406
	Iteration 20F: 3 clusters Score -1525724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1525725.125000 Penalty: 4655.941406
	Iteration 21Q: 3 clusters Score -1525725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1525725.875000 Penalty: 4655.941406
	Iteration 22Q: 3 clusters Score -1525726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1525728.500000 Penalty: 4655.941406
	Iteration 23Q: 3 clusters Score -1525728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1525726.500000 Penalty: 4655.941406
	Iteration 24Q: 3 clusters Score -1525726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1525728.000000 Penalty: 4655.941406
	Iteration 25Q: 3 clusters Score -1525728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1525728.000000 Penalty: 4655.941406
	Iteration 26F: 3 clusters Score -1525728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Entering Unmasked Estep 
Score: -8260157.500000 Penalty: 2743.816162
	Iteration 0F: 2 clusters Score -8260158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -8217356.500000 Penalty: 5487.632324
	Iteration 0F: 3 clusters Score -8217356 nChanged 29621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -8234156.500000 Penalty: 5487.632324
	Iteration 1F: 3 clusters Score -8234156 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -8234815.000000 Penalty: 5487.632324
	Iteration 2Q: 3 clusters Score -8234815 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8235879.500000 Penalty: 5487.632324
	Iteration 3Q: 3 clusters Score -8235880 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -8237350.500000 Penalty: 5487.632324
	Iteration 4Q: 3 clusters Score -8237350 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8239579.500000 Penalty: 5487.632324
	Iteration 5F: 3 clusters Score -8239580 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8242825.000000 Penalty: 5487.632324
	Iteration 6F: 3 clusters Score -8242825 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -8246877.500000 Penalty: 5487.632324
	Iteration 7F: 3 clusters Score -8246878 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -8250691.000000 Penalty: 5487.632324
	Iteration 8F: 3 clusters Score -8250691 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -8253538.000000 Penalty: 5487.632324
	Iteration 9F: 3 clusters Score -8253538 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8255395.000000 Penalty: 5487.632324
	Iteration 10Q: 3 clusters Score -8255395 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -8256539.000000 Penalty: 5487.632324
	Iteration 11Q: 3 clusters Score -8256539 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -8257096.500000 Penalty: 5487.632324
	Iteration 12Q: 3 clusters Score -8257096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -8257385.500000 Penalty: 5487.632324
	Iteration 13Q: 3 clusters Score -8257386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8257523.500000 Penalty: 5487.632324
	Iteration 14Q: 3 clusters Score -8257524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -8257602.500000 Penalty: 5487.632324
	Iteration 15Q: 3 clusters Score -8257602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -8257649.000000 Penalty: 5487.632324
	Iteration 16Q: 3 clusters Score -8257649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -8257691.000000 Penalty: 5487.632324
	Iteration 17Q: 3 clusters Score -8257691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -8257709.000000 Penalty: 5487.632324
	Iteration 18Q: 3 clusters Score -8257709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -8257733.500000 Penalty: 5487.632324
	Iteration 19Q: 3 clusters Score -8257734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -8257752.000000 Penalty: 5487.632324
	Iteration 20F: 3 clusters Score -8257752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8257775.500000 Penalty: 5487.632324
	Iteration 21Q: 3 clusters Score -8257776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8257786.500000 Penalty: 5487.632324
	Iteration 22Q: 3 clusters Score -8257786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -8257792.000000 Penalty: 5487.632324
	Iteration 23Q: 3 clusters Score -8257792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -8257798.500000 Penalty: 5487.632324
	Iteration 24Q: 3 clusters Score -8257798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -8257799.000000 Penalty: 5487.632324
	Iteration 25Q: 3 clusters Score -8257799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -8257800.000000 Penalty: 5487.632324
	Iteration 26Q: 3 clusters Score -8257800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -8257800.000000 Penalty: 5487.632324
	Iteration 27F: 3 clusters Score -8257800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -222966.062500 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -222966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -220505.375000 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -220505.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -220889.343750 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -220889.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -220977.546875 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -220977.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221026.625000 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -221026.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -221058.843750 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -221058.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -221079.781250 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -221079.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -221097.406250 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -221097.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221120.531250 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -221120.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221137.921875 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -221137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -221146.781250 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -221146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -221151.718750 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -221151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221154.546875 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -221154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221155.718750 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -221155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221156.843750 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -221156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -221156.843750 Penalty: 3693.216797
	Iteration 14F: 3 clusters Score -221156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -333134.562500 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -333134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330013.156250 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -330013.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330596.406250 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -330596.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -330781.593750 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -330781.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -330904.625000 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -330904.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -330999.312500 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -330999.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -331057.937500 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -331057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -331105.500000 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -331105.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -331150.968750 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -331151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -331191.625000 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -331191.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -331229.500000 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -331229.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -331258.031250 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -331258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -331286.500000 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -331286.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -331305.875000 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -331305.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -331315.937500 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -331315.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -331325.687500 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -331325.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -331333.375000 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -331333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -331338.343750 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -331338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -331347.687500 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -331347.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -331353.468750 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -331353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -331362.125000 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -331362.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -331370.406250 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -331370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -331375.750000 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -331375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -331378.437500 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -331378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -331379.937500 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -331379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -331382.250000 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -331382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -331384.687500 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -331384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -331385.406250 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -331385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -331385.687500 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -331385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -331385.687500 Penalty: 3923.653076
	Iteration 28F: 3 clusters Score -331385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Entering Unmasked Estep 
Score: -4305973.500000 Penalty: 2578.946045
	Iteration 0F: 2 clusters Score -4305974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4283764.500000 Penalty: 5157.892090
	Iteration 0F: 3 clusters Score -4283764 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4291713.500000 Penalty: 5157.892090
	Iteration 1F: 3 clusters Score -4291714 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4292211.500000 Penalty: 5157.892090
	Iteration 2Q: 3 clusters Score -4292212 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4292687.000000 Penalty: 5157.892090
	Iteration 3Q: 3 clusters Score -4292687 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4293335.000000 Penalty: 5157.892090
	Iteration 4Q: 3 clusters Score -4293335 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4294194.000000 Penalty: 5157.892090
	Iteration 5F: 3 clusters Score -4294194 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4295445.000000 Penalty: 5157.892090
	Iteration 6F: 3 clusters Score -4295445 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4297152.500000 Penalty: 5157.892090
	Iteration 7F: 3 clusters Score -4297152 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4299082.000000 Penalty: 5157.892090
	Iteration 8F: 3 clusters Score -4299082 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4300910.500000 Penalty: 5157.892090
	Iteration 9F: 3 clusters Score -4300910 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4302158.500000 Penalty: 5157.892090
	Iteration 10Q: 3 clusters Score -4302158 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4302815.500000 Penalty: 5157.892090
	Iteration 11Q: 3 clusters Score -4302816 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4303112.500000 Penalty: 5157.892090
	Iteration 12Q: 3 clusters Score -4303112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4303265.500000 Penalty: 5157.892090
	Iteration 13Q: 3 clusters Score -4303266 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4303372.500000 Penalty: 5157.892090
	Iteration 14Q: 3 clusters Score -4303372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4303438.500000 Penalty: 5157.892090
	Iteration 15Q: 3 clusters Score -4303438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4303485.500000 Penalty: 5157.892090
	Iteration 16Q: 3 clusters Score -4303486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4303535.500000 Penalty: 5157.892090
	Iteration 17Q: 3 clusters Score -4303536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4303588.000000 Penalty: 5157.892090
	Iteration 18Q: 3 clusters Score -4303588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4303611.500000 Penalty: 5157.892090
	Iteration 19Q: 3 clusters Score -4303612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4303640.500000 Penalty: 5157.892090
	Iteration 20F: 3 clusters Score -4303640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4303667.500000 Penalty: 5157.892090
	Iteration 21Q: 3 clusters Score -4303668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4303692.000000 Penalty: 5157.892090
	Iteration 22Q: 3 clusters Score -4303692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4303722.500000 Penalty: 5157.892090
	Iteration 23Q: 3 clusters Score -4303722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4303741.500000 Penalty: 5157.892090
	Iteration 24Q: 3 clusters Score -4303742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4303760.500000 Penalty: 5157.892090
	Iteration 25Q: 3 clusters Score -4303760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4303775.500000 Penalty: 5157.892090
	Iteration 26Q: 3 clusters Score -4303776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4303790.500000 Penalty: 5157.892090
	Iteration 27Q: 3 clusters Score -4303790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4303787.000000 Penalty: 5157.892090
	Iteration 28Q: 3 clusters Score -4303787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4303799.500000 Penalty: 5157.892090
	Iteration 29Q: 3 clusters Score -4303800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4303809.000000 Penalty: 5157.892090
	Iteration 30Q: 3 clusters Score -4303809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4303827.500000 Penalty: 5157.892090
	Iteration 31Q: 3 clusters Score -4303828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4303840.000000 Penalty: 5157.892090
	Iteration 32Q: 3 clusters Score -4303840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4303840.000000 Penalty: 5157.892090
	Iteration 33Q: 3 clusters Score -4303840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4303852.500000 Penalty: 5157.892090
	Iteration 34Q: 3 clusters Score -4303852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4303861.500000 Penalty: 5157.892090
	Iteration 35Q: 3 clusters Score -4303862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4303862.000000 Penalty: 5157.892090
	Iteration 36Q: 3 clusters Score -4303862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4303866.000000 Penalty: 5157.892090
	Iteration 37Q: 3 clusters Score -4303866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4303863.000000 Penalty: 5157.892090
	Iteration 38Q: 3 clusters Score -4303863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4303870.500000 Penalty: 5157.892090
	Iteration 39Q: 3 clusters Score -4303870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4303866.000000 Penalty: 5157.892090
	Iteration 40F: 3 clusters Score -4303866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4303869.000000 Penalty: 5157.892090
	Iteration 41Q: 3 clusters Score -4303869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4303869.000000 Penalty: 5157.892090
	Iteration 42Q: 3 clusters Score -4303869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4303872.000000 Penalty: 5157.892090
	Iteration 43Q: 3 clusters Score -4303872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4303872.000000 Penalty: 5157.892090
	Iteration 44Q: 3 clusters Score -4303872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4303882.000000 Penalty: 5157.892090
	Iteration 45Q: 3 clusters Score -4303882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4303878.500000 Penalty: 5157.892090
	Iteration 46Q: 3 clusters Score -4303878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4303883.000000 Penalty: 5157.892090
	Iteration 47Q: 3 clusters Score -4303883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4303883.500000 Penalty: 5157.892090
	Iteration 48Q: 3 clusters Score -4303884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4303890.500000 Penalty: 5157.892090
	Iteration 49Q: 3 clusters Score -4303890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4303889.500000 Penalty: 5157.892090
	Iteration 50Q: 3 clusters Score -4303890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4303895.000000 Penalty: 5157.892090
	Iteration 51Q: 3 clusters Score -4303895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4303894.500000 Penalty: 5157.892090
	Iteration 52Q: 3 clusters Score -4303894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4303895.000000 Penalty: 5157.892090
	Iteration 53Q: 3 clusters Score -4303895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4303892.000000 Penalty: 5157.892090
	Iteration 54Q: 3 clusters Score -4303892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4303890.000000 Penalty: 5157.892090
	Iteration 55Q: 3 clusters Score -4303890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4303890.000000 Penalty: 5157.892090
	Iteration 56Q: 3 clusters Score -4303890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4303893.000000 Penalty: 5157.892090
	Iteration 57Q: 3 clusters Score -4303893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4303887.500000 Penalty: 5157.892090
	Iteration 58Q: 3 clusters Score -4303888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4303893.000000 Penalty: 5157.892090
	Iteration 59Q: 3 clusters Score -4303893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4303893.000000 Penalty: 5157.892090
	Iteration 60F: 3 clusters Score -4303893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Entering Unmasked Estep 
Score: -21594100.000000 Penalty: 2982.575684
	Iteration 0F: 2 clusters Score -2.15941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -21487030.000000 Penalty: 5965.151367
	Iteration 0F: 3 clusters Score -2.148703e+07 nChanged 79878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -21533756.000000 Penalty: 5965.151367
	Iteration 1F: 3 clusters Score -2.153376e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -21534780.000000 Penalty: 5965.151367
	Iteration 2Q: 3 clusters Score -2.153478e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -21535882.000000 Penalty: 5965.151367
	Iteration 3Q: 3 clusters Score -2.153588e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -21537310.000000 Penalty: 5965.151367
	Iteration 4Q: 3 clusters Score -2.153731e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -21539526.000000 Penalty: 5965.151367
	Iteration 5Q: 3 clusters Score -2.153953e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -21543436.000000 Penalty: 5965.151367
	Iteration 6F: 3 clusters Score -2.154344e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -21549616.000000 Penalty: 5965.151367
	Iteration 7F: 3 clusters Score -2.154962e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -21559600.000000 Penalty: 5965.151367
	Iteration 8F: 3 clusters Score -2.15596e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 141590 members 
Entering Unmasked Estep 
Score: -21571140.000000 Penalty: 5965.151367
	Iteration 9F: 3 clusters Score -2.157114e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -21581272.000000 Penalty: 5965.151367
	Iteration 10F: 3 clusters Score -2.158127e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -21587186.000000 Penalty: 5965.151367
	Iteration 11Q: 3 clusters Score -2.158719e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -21589810.000000 Penalty: 5965.151367
	Iteration 12Q: 3 clusters Score -2.158981e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -21590730.000000 Penalty: 5965.151367
	Iteration 13Q: 3 clusters Score -2.159073e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -21591150.000000 Penalty: 5965.151367
	Iteration 14Q: 3 clusters Score -2.159115e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 166460 members 
Entering Unmasked Estep 
Score: -21591398.000000 Penalty: 5965.151367
	Iteration 15Q: 3 clusters Score -2.15914e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -21591494.000000 Penalty: 5965.151367
	Iteration 16Q: 3 clusters Score -2.159149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -21591536.000000 Penalty: 5965.151367
	Iteration 17Q: 3 clusters Score -2.159154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -21591590.000000 Penalty: 5965.151367
	Iteration 18Q: 3 clusters Score -2.159159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -21591594.000000 Penalty: 5965.151367
	Iteration 19Q: 3 clusters Score -2.159159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 166659 members 
Entering Unmasked Estep 
Score: -21591598.000000 Penalty: 5965.151367
	Iteration 20F: 3 clusters Score -2.15916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -21591602.000000 Penalty: 5965.151367
	Iteration 21Q: 3 clusters Score -2.15916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -21591638.000000 Penalty: 5965.151367
	Iteration 22Q: 3 clusters Score -2.159164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 166679 members 
Entering Unmasked Estep 
Score: -21591630.000000 Penalty: 5965.151367
	Iteration 23Q: 3 clusters Score -2.159163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -21591624.000000 Penalty: 5965.151367
	Iteration 24Q: 3 clusters Score -2.159162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -21591610.000000 Penalty: 5965.151367
	Iteration 25Q: 3 clusters Score -2.159161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -21591614.000000 Penalty: 5965.151367
	Iteration 26Q: 3 clusters Score -2.159161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -21591616.000000 Penalty: 5965.151367
	Iteration 27Q: 3 clusters Score -2.159162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -21591616.000000 Penalty: 5965.151367
	Iteration 28F: 3 clusters Score -2.159162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47543.140625 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -47543.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46289.421875 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -46289.42 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46910.136719 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -46910.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47323.371094 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -47323.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47833.664062 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -47833.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48479.539062 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -48479.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48642.859375 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -48642.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48969.312500 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -48969.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49135.085938 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -49135.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49135.085938 Penalty: 3046.450439
	Iteration 8F: 3 clusters Score -49135.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201499 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55162 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186804 members 
Mstep: Class 8 contains 136236 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27303 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 32826 members 
Mstep: Class 16 contains 167128 members 
Mstep: Class 17 contains 160 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184420 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 305 members 
Entering Unmasked Estep 
Score: -138539872.000000 Penalty: 82755.171875
Splitting cluster 17 changes total score from -138540032.000000 to -138539872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -489427.468750 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -489427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -485577.500000 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -485577.5 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -486414.843750 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -486414.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -486587.031250 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -486587 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -486691.500000 Penalty: 4096.819824
	Iteration 3Q: 3 clusters Score -486691.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -486744.250000 Penalty: 4096.819824
	Iteration 4Q: 3 clusters Score -486744.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -486784.375000 Penalty: 4096.819824
	Iteration 5Q: 3 clusters Score -486784.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -486812.843750 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -486812.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -486833.875000 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -486833.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -486853.187500 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -486853.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -486869.937500 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -486869.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -486887.281250 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -486887.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -486906.875000 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -486906.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -486923.500000 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -486923.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -486937.656250 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -486937.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -486947.031250 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -486947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -486957.281250 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -486957.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -486964.781250 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -486964.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -486974.750000 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -486974.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -486983.531250 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -486983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -486993.781250 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -486993.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -487002.500000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -487002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -487011.406250 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -487011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -487017.593750 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -487017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -487023.250000 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -487023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -487027.156250 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -487027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -487033.031250 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -487033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -487039.781250 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -487039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -487045.468750 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -487045.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -487054.437500 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -487054.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -487063.906250 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -487063.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -487077.500000 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -487077.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -487093.875000 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -487093.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -487114.250000 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -487114.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487136.250000 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -487136.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -487162.375000 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -487162.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -487195.000000 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -487195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -487222.718750 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -487222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -487251.406250 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -487251.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -487285.812500 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -487285.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -487315.750000 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -487315.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -487339.750000 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -487339.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -487358.656250 Penalty: 4096.819824
	Iteration 41Q: 3 clusters Score -487358.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -487375.125000 Penalty: 4096.819824
	Iteration 42Q: 3 clusters Score -487375.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -487389.625000 Penalty: 4096.819824
	Iteration 43Q: 3 clusters Score -487389.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -487406.593750 Penalty: 4096.819824
	Iteration 44Q: 3 clusters Score -487406.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -487425.593750 Penalty: 4096.819824
	Iteration 45Q: 3 clusters Score -487425.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -487447.468750 Penalty: 4096.819824
	Iteration 46Q: 3 clusters Score -487447.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -487465.375000 Penalty: 4096.819824
	Iteration 47Q: 3 clusters Score -487465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -487491.218750 Penalty: 4096.819824
	Iteration 48Q: 3 clusters Score -487491.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -487522.343750 Penalty: 4096.819824
	Iteration 49Q: 3 clusters Score -487522.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -487542.718750 Penalty: 4096.819824
	Iteration 50Q: 3 clusters Score -487542.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -487565.375000 Penalty: 4096.819824
	Iteration 51Q: 3 clusters Score -487565.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -487592.312500 Penalty: 4096.819824
	Iteration 52Q: 3 clusters Score -487592.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -487616.250000 Penalty: 4096.819824
	Iteration 53Q: 3 clusters Score -487616.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -487640.281250 Penalty: 4096.819824
	Iteration 54Q: 3 clusters Score -487640.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -487661.750000 Penalty: 4096.819824
	Iteration 55Q: 3 clusters Score -487661.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -487680.343750 Penalty: 4096.819824
	Iteration 56Q: 3 clusters Score -487680.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -487696.875000 Penalty: 4096.819824
	Iteration 57Q: 3 clusters Score -487696.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -487709.843750 Penalty: 4096.819824
	Iteration 58Q: 3 clusters Score -487709.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -487730.125000 Penalty: 4096.819824
	Iteration 59Q: 3 clusters Score -487730.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -487741.875000 Penalty: 4096.819824
	Iteration 60F: 3 clusters Score -487741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -487749.812500 Penalty: 4096.819824
	Iteration 61Q: 3 clusters Score -487749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -487755.375000 Penalty: 4096.819824
	Iteration 62Q: 3 clusters Score -487755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -487758.375000 Penalty: 4096.819824
	Iteration 63Q: 3 clusters Score -487758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -487760.875000 Penalty: 4096.819824
	Iteration 64Q: 3 clusters Score -487760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -487762.156250 Penalty: 4096.819824
	Iteration 65Q: 3 clusters Score -487762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -487762.718750 Penalty: 4096.819824
	Iteration 66Q: 3 clusters Score -487762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -487763.093750 Penalty: 4096.819824
	Iteration 67Q: 3 clusters Score -487763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -487763.593750 Penalty: 4096.819824
	Iteration 68Q: 3 clusters Score -487763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -487763.593750 Penalty: 4096.819824
	Iteration 69F: 3 clusters Score -487763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -28228.242188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -28228.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27057.857422 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -27057.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27315.781250 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -27315.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27417.263672 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -27417.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27515.576172 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -27515.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27568.488281 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -27568.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27650.503906 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -27650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27769.509766 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -27769.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27814.712891 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -27814.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27891.466797 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -27891.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27897.236328 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -27897.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27897.236328 Penalty: 2812.260986
	Iteration 10F: 3 clusters Score -27897.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (184420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184420 members 
Entering Unmasked Estep 
Score: -23889260.000000 Penalty: 3006.992920
	Iteration 0F: 2 clusters Score -2.388926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -23769712.000000 Penalty: 6013.985840
	Iteration 0F: 3 clusters Score -2.376971e+07 nChanged 88425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -23821998.000000 Penalty: 6013.985840
	Iteration 1F: 3 clusters Score -2.3822e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -23823664.000000 Penalty: 6013.985840
	Iteration 2Q: 3 clusters Score -2.382366e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -23825804.000000 Penalty: 6013.985840
	Iteration 3Q: 3 clusters Score -2.38258e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -23829548.000000 Penalty: 6013.985840
	Iteration 4Q: 3 clusters Score -2.382955e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -23835146.000000 Penalty: 6013.985840
	Iteration 5F: 3 clusters Score -2.383515e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -23844028.000000 Penalty: 6013.985840
	Iteration 6F: 3 clusters Score -2.384403e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -23855538.000000 Penalty: 6013.985840
	Iteration 7F: 3 clusters Score -2.385554e+07 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -23867274.000000 Penalty: 6013.985840
	Iteration 8F: 3 clusters Score -2.386727e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -23876204.000000 Penalty: 6013.985840
	Iteration 9F: 3 clusters Score -2.38762e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174487 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -23881412.000000 Penalty: 6013.985840
	Iteration 10Q: 3 clusters Score -2.388141e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -23884424.000000 Penalty: 6013.985840
	Iteration 11Q: 3 clusters Score -2.388442e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -23885848.000000 Penalty: 6013.985840
	Iteration 12Q: 3 clusters Score -2.388585e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -23886542.000000 Penalty: 6013.985840
	Iteration 13Q: 3 clusters Score -2.388654e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181775 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -23886898.000000 Penalty: 6013.985840
	Iteration 14Q: 3 clusters Score -2.38869e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182203 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -23887012.000000 Penalty: 6013.985840
	Iteration 15Q: 3 clusters Score -2.388701e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23887042.000000 Penalty: 6013.985840
	Iteration 16Q: 3 clusters Score -2.388704e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23887096.000000 Penalty: 6013.985840
	Iteration 17Q: 3 clusters Score -2.38871e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182814 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23887118.000000 Penalty: 6013.985840
	Iteration 18Q: 3 clusters Score -2.388712e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -23887190.000000 Penalty: 6013.985840
	Iteration 19Q: 3 clusters Score -2.388719e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183013 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23887184.000000 Penalty: 6013.985840
	Iteration 20F: 3 clusters Score -2.388718e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23887172.000000 Penalty: 6013.985840
	Iteration 21Q: 3 clusters Score -2.388717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -23887166.000000 Penalty: 6013.985840
	Iteration 22Q: 3 clusters Score -2.388717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -23887202.000000 Penalty: 6013.985840
	Iteration 23Q: 3 clusters Score -2.38872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23887210.000000 Penalty: 6013.985840
	Iteration 24Q: 3 clusters Score -2.388721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23887208.000000 Penalty: 6013.985840
	Iteration 25Q: 3 clusters Score -2.388721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23887208.000000 Penalty: 6013.985840
	Iteration 26Q: 3 clusters Score -2.388721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23887218.000000 Penalty: 6013.985840
	Iteration 27Q: 3 clusters Score -2.388722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23887210.000000 Penalty: 6013.985840
	Iteration 28Q: 3 clusters Score -2.388721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23887206.000000 Penalty: 6013.985840
	Iteration 29Q: 3 clusters Score -2.388721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23887198.000000 Penalty: 6013.985840
	Iteration 30Q: 3 clusters Score -2.38872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183318 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23887206.000000 Penalty: 6013.985840
	Iteration 31Q: 3 clusters Score -2.388721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23887208.000000 Penalty: 6013.985840
	Iteration 32Q: 3 clusters Score -2.388721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23887220.000000 Penalty: 6013.985840
	Iteration 33Q: 3 clusters Score -2.388722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23887208.000000 Penalty: 6013.985840
	Iteration 34Q: 3 clusters Score -2.388721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23887216.000000 Penalty: 6013.985840
	Iteration 35Q: 3 clusters Score -2.388722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23887214.000000 Penalty: 6013.985840
	Iteration 36Q: 3 clusters Score -2.388721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23887206.000000 Penalty: 6013.985840
	Iteration 37Q: 3 clusters Score -2.388721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23887204.000000 Penalty: 6013.985840
	Iteration 38Q: 3 clusters Score -2.38872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23887204.000000 Penalty: 6013.985840
	Iteration 39F: 3 clusters Score -2.38872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -210397.015625 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -210397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -208004.812500 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -208004.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -208352.859375 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -208352.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208446.187500 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -208446.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208499.750000 Penalty: 3666.753174
	Iteration 3Q: 3 clusters Score -208499.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208541.125000 Penalty: 3666.753174
	Iteration 4Q: 3 clusters Score -208541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208571.593750 Penalty: 3666.753174
	Iteration 5Q: 3 clusters Score -208571.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -208594.828125 Penalty: 3666.753174
	Iteration 6Q: 3 clusters Score -208594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208611.953125 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -208612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208631.062500 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -208631.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208642.078125 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -208642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208654.062500 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -208654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208657.390625 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -208657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208661.062500 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -208661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208664.046875 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -208664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208665.546875 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -208665.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208665.546875 Penalty: 3666.753174
	Iteration 15F: 3 clusters Score -208665.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -468958.187500 Penalty: 2043.484741
	Iteration 0F: 2 clusters Score -468958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -465262.562500 Penalty: 4086.969482
	Iteration 0F: 3 clusters Score -465262.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -466109.375000 Penalty: 4086.969482
	Iteration 1F: 3 clusters Score -466109.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -466301.093750 Penalty: 4086.969482
	Iteration 2F: 3 clusters Score -466301.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -466410.000000 Penalty: 4086.969482
	Iteration 3Q: 3 clusters Score -466410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -466497.281250 Penalty: 4086.969482
	Iteration 4Q: 3 clusters Score -466497.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -466567.718750 Penalty: 4086.969482
	Iteration 5Q: 3 clusters Score -466567.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -466636.343750 Penalty: 4086.969482
	Iteration 6Q: 3 clusters Score -466636.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -466685.187500 Penalty: 4086.969482
	Iteration 7Q: 3 clusters Score -466685.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466727.437500 Penalty: 4086.969482
	Iteration 8Q: 3 clusters Score -466727.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -466763.000000 Penalty: 4086.969482
	Iteration 9Q: 3 clusters Score -466763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -466788.312500 Penalty: 4086.969482
	Iteration 10Q: 3 clusters Score -466788.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466802.343750 Penalty: 4086.969482
	Iteration 11Q: 3 clusters Score -466802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -466812.031250 Penalty: 4086.969482
	Iteration 12Q: 3 clusters Score -466812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -466822.000000 Penalty: 4086.969482
	Iteration 13Q: 3 clusters Score -466822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -466831.437500 Penalty: 4086.969482
	Iteration 14Q: 3 clusters Score -466831.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -466837.656250 Penalty: 4086.969482
	Iteration 15Q: 3 clusters Score -466837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -466846.187500 Penalty: 4086.969482
	Iteration 16Q: 3 clusters Score -466846.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -466853.156250 Penalty: 4086.969482
	Iteration 17Q: 3 clusters Score -466853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -466857.187500 Penalty: 4086.969482
	Iteration 18Q: 3 clusters Score -466857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -466863.875000 Penalty: 4086.969482
	Iteration 19Q: 3 clusters Score -466863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -466867.093750 Penalty: 4086.969482
	Iteration 20F: 3 clusters Score -466867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -466869.375000 Penalty: 4086.969482
	Iteration 21Q: 3 clusters Score -466869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -466870.937500 Penalty: 4086.969482
	Iteration 22Q: 3 clusters Score -466870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -466872.437500 Penalty: 4086.969482
	Iteration 23Q: 3 clusters Score -466872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -466875.906250 Penalty: 4086.969482
	Iteration 24Q: 3 clusters Score -466875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -466877.656250 Penalty: 4086.969482
	Iteration 25Q: 3 clusters Score -466877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -466882.093750 Penalty: 4086.969482
	Iteration 26Q: 3 clusters Score -466882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -466884.250000 Penalty: 4086.969482
	Iteration 27Q: 3 clusters Score -466884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -466885.312500 Penalty: 4086.969482
	Iteration 28Q: 3 clusters Score -466885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -466886.968750 Penalty: 4086.969482
	Iteration 29Q: 3 clusters Score -466887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -466888.531250 Penalty: 4086.969482
	Iteration 30Q: 3 clusters Score -466888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -466889.500000 Penalty: 4086.969482
	Iteration 31Q: 3 clusters Score -466889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -466891.656250 Penalty: 4086.969482
	Iteration 32Q: 3 clusters Score -466891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -466892.718750 Penalty: 4086.969482
	Iteration 33Q: 3 clusters Score -466892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -466894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -466895.375000 Penalty: 4086.969482
	Iteration 35Q: 3 clusters Score -466895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -466895.375000 Penalty: 4086.969482
	Iteration 36F: 3 clusters Score -466895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201499 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55162 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186804 members 
Mstep: Class 8 contains 136236 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27303 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 32826 members 
Mstep: Class 16 contains 167128 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184420 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 24 clusters Score -1.385402e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 201462 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55214 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186833 members 
Mstep: Class 8 contains 136240 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27310 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 32813 members 
Mstep: Class 16 contains 167136 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184359 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 24 clusters Score -1.3854e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 201382 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55266 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186884 members 
Mstep: Class 8 contains 136234 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 27311 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 32815 members 
Mstep: Class 16 contains 167138 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184330 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 24 clusters Score -1.385399e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201286 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55321 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186937 members 
Mstep: Class 8 contains 136229 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 27309 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63813 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 32808 members 
Mstep: Class 16 contains 167140 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184314 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 24 clusters Score -1.385398e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 201214 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55370 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 186992 members 
Mstep: Class 8 contains 136221 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 27312 members 
Mstep: Class 11 contains 11934 members 
Mstep: Class 12 contains 63813 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2766 members 
Mstep: Class 15 contains 32807 members 
Mstep: Class 16 contains 167145 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184268 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 24 clusters Score -1.385398e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 201163 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55411 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187053 members 
Mstep: Class 8 contains 136213 members 
Mstep: Class 9 contains 1451 members 
Mstep: Class 10 contains 27320 members 
Mstep: Class 11 contains 11935 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 32791 members 
Mstep: Class 16 contains 167144 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184219 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 124Q: 24 clusters Score -1.385397e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 201109 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55453 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187076 members 
Mstep: Class 8 contains 136219 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27318 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 15 contains 32782 members 
Mstep: Class 16 contains 167161 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184191 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 125Q: 24 clusters Score -1.385398e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 201069 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55487 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187094 members 
Mstep: Class 8 contains 136227 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27321 members 
Mstep: Class 11 contains 11934 members 
Mstep: Class 12 contains 63812 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 32775 members 
Mstep: Class 16 contains 167167 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184159 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 126Q: 24 clusters Score -1.385397e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201049 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55517 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187132 members 
Mstep: Class 8 contains 136225 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27321 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 63810 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 32773 members 
Mstep: Class 16 contains 167169 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184112 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -1.385397e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 201019 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 55549 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187165 members 
Mstep: Class 8 contains 136220 members 
Mstep: Class 9 contains 1454 members 
Mstep: Class 10 contains 27326 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 63810 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2809 members 
Mstep: Class 15 contains 32765 members 
Mstep: Class 16 contains 167172 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184078 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -1.385396e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 200989 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55580 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187206 members 
Mstep: Class 8 contains 136205 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27332 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 63808 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 32759 members 
Mstep: Class 16 contains 167173 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184045 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -1.385397e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 200972 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55614 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187229 members 
Mstep: Class 8 contains 136184 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27333 members 
Mstep: Class 11 contains 11935 members 
Mstep: Class 12 contains 63807 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 32754 members 
Mstep: Class 16 contains 167182 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 184011 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 130Q: 24 clusters Score -1.385397e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 200957 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55638 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187267 members 
Mstep: Class 8 contains 136155 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27339 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 63806 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 32757 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183966 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -1.385397e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 200946 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55669 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187289 members 
Mstep: Class 8 contains 136131 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27341 members 
Mstep: Class 11 contains 11938 members 
Mstep: Class 12 contains 63804 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 32761 members 
Mstep: Class 16 contains 167203 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183936 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 132Q: 24 clusters Score -1.385397e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 200946 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55694 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187328 members 
Mstep: Class 8 contains 136115 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27337 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 63803 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 32757 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183904 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -1.385397e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 200939 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55707 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187406 members 
Mstep: Class 8 contains 136101 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27328 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 63803 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 32751 members 
Mstep: Class 16 contains 167190 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183859 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3790 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -1.385397e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 200898 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 55722 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187477 members 
Mstep: Class 8 contains 136078 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27322 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 63802 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 32749 members 
Mstep: Class 16 contains 167190 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183844 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -1.385395e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 200860 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55740 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187524 members 
Mstep: Class 8 contains 136076 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27316 members 
Mstep: Class 11 contains 11938 members 
Mstep: Class 12 contains 63800 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 32741 members 
Mstep: Class 16 contains 167190 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183829 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -1.385396e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 200807 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55757 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187575 members 
Mstep: Class 8 contains 136074 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27319 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 63803 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 32738 members 
Mstep: Class 16 contains 167190 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183812 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -1.385397e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 200769 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55769 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187611 members 
Mstep: Class 8 contains 136066 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27323 members 
Mstep: Class 11 contains 11939 members 
Mstep: Class 12 contains 63803 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 32735 members 
Mstep: Class 16 contains 167183 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183814 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -1.385396e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 200743 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55776 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187652 members 
Mstep: Class 8 contains 136038 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 27333 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 63804 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 32738 members 
Mstep: Class 16 contains 167179 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183803 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -1.385397e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 200709 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55778 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187696 members 
Mstep: Class 8 contains 136032 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 27343 members 
Mstep: Class 11 contains 11940 members 
Mstep: Class 12 contains 63805 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 32738 members 
Mstep: Class 16 contains 167169 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183793 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 140F: 24 clusters Score -1.385399e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 200679 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55783 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187743 members 
Mstep: Class 8 contains 136030 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27350 members 
Mstep: Class 11 contains 11941 members 
Mstep: Class 12 contains 63806 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 32729 members 
Mstep: Class 16 contains 167172 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183763 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -1.385398e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 200641 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55792 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187781 members 
Mstep: Class 8 contains 136038 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 63807 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 32722 members 
Mstep: Class 16 contains 167176 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183742 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 79307.039062
Iteration 142Q: 24 clusters Score -1.385398e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 200610 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55800 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187803 members 
Mstep: Class 8 contains 136032 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27348 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 63809 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 2839 members 
Mstep: Class 15 contains 32721 members 
Mstep: Class 16 contains 167182 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183745 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539760.000000 Penalty: 79307.039062
Iteration 143Q: 24 clusters Score -1.385398e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 200573 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55814 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187832 members 
Mstep: Class 8 contains 136024 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27347 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63812 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 32722 members 
Mstep: Class 16 contains 167193 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183726 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 144Q: 24 clusters Score -1.385399e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 200546 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55825 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187867 members 
Mstep: Class 8 contains 136010 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27350 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63812 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32717 members 
Mstep: Class 16 contains 167195 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183716 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539888.000000 Penalty: 79307.039062
Iteration 145Q: 24 clusters Score -1.385399e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 200501 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55837 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187891 members 
Mstep: Class 8 contains 136000 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27354 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32712 members 
Mstep: Class 16 contains 167214 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183715 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539888.000000 Penalty: 79307.039062
Iteration 146Q: 24 clusters Score -1.385399e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 200469 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55846 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187924 members 
Mstep: Class 8 contains 135984 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27359 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32707 members 
Mstep: Class 16 contains 167222 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183712 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539872.000000 Penalty: 79307.039062
Iteration 147Q: 24 clusters Score -1.385399e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 200449 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55858 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187949 members 
Mstep: Class 8 contains 135969 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27364 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32710 members 
Mstep: Class 16 contains 167238 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183685 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 148Q: 24 clusters Score -1.385399e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 200426 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55873 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 187988 members 
Mstep: Class 8 contains 135960 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27371 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63813 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32705 members 
Mstep: Class 16 contains 167250 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183646 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539744.000000 Penalty: 79307.039062
Iteration 149Q: 24 clusters Score -1.385397e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 200393 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55877 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188031 members 
Mstep: Class 8 contains 135951 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27377 members 
Mstep: Class 11 contains 11952 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32694 members 
Mstep: Class 16 contains 167258 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183637 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 79307.039062
Iteration 150Q: 24 clusters Score -1.385398e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 200371 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55879 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188057 members 
Mstep: Class 8 contains 135951 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 63812 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32686 members 
Mstep: Class 16 contains 167256 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183641 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539824.000000 Penalty: 79307.039062
Iteration 151Q: 24 clusters Score -1.385398e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 200350 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55880 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188086 members 
Mstep: Class 8 contains 135947 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 11952 members 
Mstep: Class 12 contains 63813 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32680 members 
Mstep: Class 16 contains 167259 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183641 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539776.000000 Penalty: 79307.039062
Iteration 152Q: 24 clusters Score -1.385398e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 200333 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55883 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188105 members 
Mstep: Class 8 contains 135940 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27382 members 
Mstep: Class 11 contains 11952 members 
Mstep: Class 12 contains 63813 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32676 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183635 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 153Q: 24 clusters Score -1.385399e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 200327 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55890 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188131 members 
Mstep: Class 8 contains 135934 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27388 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32666 members 
Mstep: Class 16 contains 167279 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183609 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539984.000000 Penalty: 79307.039062
Iteration 154Q: 24 clusters Score -1.3854e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200330 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55888 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188136 members 
Mstep: Class 8 contains 135927 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63815 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 32665 members 
Mstep: Class 16 contains 167280 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183603 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539936.000000 Penalty: 79307.039062
Iteration 155Q: 24 clusters Score -1.385399e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200326 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55890 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188144 members 
Mstep: Class 8 contains 135919 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27401 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63814 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 32659 members 
Mstep: Class 16 contains 167281 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183608 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 156Q: 24 clusters Score -1.385399e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200322 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55895 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188149 members 
Mstep: Class 8 contains 135905 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 32655 members 
Mstep: Class 16 contains 167278 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183622 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 157Q: 24 clusters Score -1.385396e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200319 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55900 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188176 members 
Mstep: Class 8 contains 135893 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 63817 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32653 members 
Mstep: Class 16 contains 167274 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183606 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 158Q: 24 clusters Score -1.385396e+08 nChanged 192
Entering ConstructFrom: 
Score: -138539600.000000 Penalty: 79307.039062
Entering ConstructFrom: 
Trying to split cluster 1 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -676141.687500 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -676141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -671259.937500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -671259.9 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -672447.500000 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -672447.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -672742.625000 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -672742.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -672970.625000 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -672970.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -673146.500000 Penalty: 4272.522461
	Iteration 4Q: 3 clusters Score -673146.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -673321.437500 Penalty: 4272.522461
	Iteration 5Q: 3 clusters Score -673321.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -673541.062500 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -673541.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -673783.000000 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -673783 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -674026.750000 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -674026.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -674268.437500 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -674268.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -674451.750000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -674451.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -674595.375000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -674595.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -674691.250000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -674691.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -674761.312500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -674761.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -674809.937500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -674809.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -674845.562500 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -674845.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -674876.500000 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -674876.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -674904.062500 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -674904.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -674929.500000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -674929.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -674946.062500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -674946.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -674957.375000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -674957.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -674963.375000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -674963.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -674975.937500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -674975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -674986.312500 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -674986.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -674993.312500 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -674993.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -674997.000000 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -674997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -675001.687500 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -675001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -675004.687500 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -675004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -675008.375000 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -675008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -675011.000000 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -675011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -675014.062500 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -675014.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -675018.250000 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -675018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -675023.125000 Penalty: 4272.522461
	Iteration 32Q: 3 clusters Score -675023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -675027.000000 Penalty: 4272.522461
	Iteration 33Q: 3 clusters Score -675027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -675029.500000 Penalty: 4272.522461
	Iteration 34Q: 3 clusters Score -675029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -675031.812500 Penalty: 4272.522461
	Iteration 35Q: 3 clusters Score -675031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -675034.250000 Penalty: 4272.522461
	Iteration 36Q: 3 clusters Score -675034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -675035.562500 Penalty: 4272.522461
	Iteration 37Q: 3 clusters Score -675035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -675040.125000 Penalty: 4272.522461
	Iteration 38Q: 3 clusters Score -675040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -675040.562500 Penalty: 4272.522461
	Iteration 39Q: 3 clusters Score -675040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -675039.250000 Penalty: 4272.522461
	Iteration 40F: 3 clusters Score -675039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -675041.687500 Penalty: 4272.522461
	Iteration 41Q: 3 clusters Score -675041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -675042.250000 Penalty: 4272.522461
	Iteration 42Q: 3 clusters Score -675042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -675041.687500 Penalty: 4272.522461
	Iteration 43Q: 3 clusters Score -675041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -675042.625000 Penalty: 4272.522461
	Iteration 44Q: 3 clusters Score -675042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -675042.750000 Penalty: 4272.522461
	Iteration 45Q: 3 clusters Score -675042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -675042.375000 Penalty: 4272.522461
	Iteration 46Q: 3 clusters Score -675042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -675042.875000 Penalty: 4272.522461
	Iteration 47Q: 3 clusters Score -675042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -675042.875000 Penalty: 4272.522461
	Iteration 48F: 3 clusters Score -675042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Entering Unmasked Estep 
Score: -25833428.000000 Penalty: 3027.493896
	Iteration 0F: 2 clusters Score -2.583343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -25703368.000000 Penalty: 6054.987793
	Iteration 0F: 3 clusters Score -2.570337e+07 nChanged 96646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -25759588.000000 Penalty: 6054.987793
	Iteration 1F: 3 clusters Score -2.575959e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -25760680.000000 Penalty: 6054.987793
	Iteration 2Q: 3 clusters Score -2.576068e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -25762104.000000 Penalty: 6054.987793
	Iteration 3Q: 3 clusters Score -2.57621e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -25764484.000000 Penalty: 6054.987793
	Iteration 4Q: 3 clusters Score -2.576448e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -25769118.000000 Penalty: 6054.987793
	Iteration 5Q: 3 clusters Score -2.576912e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -25777392.000000 Penalty: 6054.987793
	Iteration 6F: 3 clusters Score -2.577739e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -25790218.000000 Penalty: 6054.987793
	Iteration 7F: 3 clusters Score -2.579022e+07 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -25804472.000000 Penalty: 6054.987793
	Iteration 8F: 3 clusters Score -2.580447e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -25816370.000000 Penalty: 6054.987793
	Iteration 9F: 3 clusters Score -2.581637e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181538 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -25824232.000000 Penalty: 6054.987793
	Iteration 10Q: 3 clusters Score -2.582423e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184961 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -25828702.000000 Penalty: 6054.987793
	Iteration 11Q: 3 clusters Score -2.58287e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186682 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -25830678.000000 Penalty: 6054.987793
	Iteration 12Q: 3 clusters Score -2.583068e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187833 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -25831442.000000 Penalty: 6054.987793
	Iteration 13Q: 3 clusters Score -2.583144e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -25831752.000000 Penalty: 6054.987793
	Iteration 14Q: 3 clusters Score -2.583175e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189557 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -25831796.000000 Penalty: 6054.987793
	Iteration 15Q: 3 clusters Score -2.58318e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -25831884.000000 Penalty: 6054.987793
	Iteration 16Q: 3 clusters Score -2.583188e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -25831974.000000 Penalty: 6054.987793
	Iteration 17Q: 3 clusters Score -2.583197e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191455 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -25832058.000000 Penalty: 6054.987793
	Iteration 18Q: 3 clusters Score -2.583206e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191969 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -25832058.000000 Penalty: 6054.987793
	Iteration 19Q: 3 clusters Score -2.583206e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192436 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -25832056.000000 Penalty: 6054.987793
	Iteration 20F: 3 clusters Score -2.583206e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -25831968.000000 Penalty: 6054.987793
	Iteration 21Q: 3 clusters Score -2.583197e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193220 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -25831862.000000 Penalty: 6054.987793
	Iteration 22Q: 3 clusters Score -2.583186e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193572 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -25831792.000000 Penalty: 6054.987793
	Iteration 23Q: 3 clusters Score -2.583179e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193909 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -25831810.000000 Penalty: 6054.987793
	Iteration 24Q: 3 clusters Score -2.583181e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194234 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -25831820.000000 Penalty: 6054.987793
	Iteration 25Q: 3 clusters Score -2.583182e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -25831730.000000 Penalty: 6054.987793
	Iteration 26Q: 3 clusters Score -2.583173e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -25831676.000000 Penalty: 6054.987793
	Iteration 27Q: 3 clusters Score -2.583168e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195043 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -25831562.000000 Penalty: 6054.987793
	Iteration 28Q: 3 clusters Score -2.583156e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -25831564.000000 Penalty: 6054.987793
	Iteration 29Q: 3 clusters Score -2.583156e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195486 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -25831536.000000 Penalty: 6054.987793
	Iteration 30Q: 3 clusters Score -2.583154e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195695 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -25831500.000000 Penalty: 6054.987793
	Iteration 31Q: 3 clusters Score -2.58315e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195880 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25831484.000000 Penalty: 6054.987793
	Iteration 32Q: 3 clusters Score -2.583148e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196054 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -25831464.000000 Penalty: 6054.987793
	Iteration 33Q: 3 clusters Score -2.583146e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -25831438.000000 Penalty: 6054.987793
	Iteration 34Q: 3 clusters Score -2.583144e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196367 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -25831394.000000 Penalty: 6054.987793
	Iteration 35Q: 3 clusters Score -2.583139e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -25831416.000000 Penalty: 6054.987793
	Iteration 36Q: 3 clusters Score -2.583142e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -25831370.000000 Penalty: 6054.987793
	Iteration 37Q: 3 clusters Score -2.583137e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -25831366.000000 Penalty: 6054.987793
	Iteration 38Q: 3 clusters Score -2.583137e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -25831390.000000 Penalty: 6054.987793
	Iteration 39Q: 3 clusters Score -2.583139e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197004 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -25831356.000000 Penalty: 6054.987793
	Iteration 40F: 3 clusters Score -2.583136e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197114 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -25831356.000000 Penalty: 6054.987793
	Iteration 41Q: 3 clusters Score -2.583136e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -25831310.000000 Penalty: 6054.987793
	Iteration 42Q: 3 clusters Score -2.583131e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197315 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -25831260.000000 Penalty: 6054.987793
	Iteration 43Q: 3 clusters Score -2.583126e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197418 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25831258.000000 Penalty: 6054.987793
	Iteration 44Q: 3 clusters Score -2.583126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197521 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -25831230.000000 Penalty: 6054.987793
	Iteration 45Q: 3 clusters Score -2.583123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197595 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -25831260.000000 Penalty: 6054.987793
	Iteration 46Q: 3 clusters Score -2.583126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197674 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -25831240.000000 Penalty: 6054.987793
	Iteration 47Q: 3 clusters Score -2.583124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197742 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -25831254.000000 Penalty: 6054.987793
	Iteration 48Q: 3 clusters Score -2.583125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -25831272.000000 Penalty: 6054.987793
	Iteration 49Q: 3 clusters Score -2.583127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197837 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -25831280.000000 Penalty: 6054.987793
	Iteration 50Q: 3 clusters Score -2.583128e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197882 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -25831266.000000 Penalty: 6054.987793
	Iteration 51Q: 3 clusters Score -2.583127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197927 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -25831250.000000 Penalty: 6054.987793
	Iteration 52Q: 3 clusters Score -2.583125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197963 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25831258.000000 Penalty: 6054.987793
	Iteration 53Q: 3 clusters Score -2.583126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197993 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25831264.000000 Penalty: 6054.987793
	Iteration 54Q: 3 clusters Score -2.583126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198021 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -25831232.000000 Penalty: 6054.987793
	Iteration 55Q: 3 clusters Score -2.583123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198046 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25831238.000000 Penalty: 6054.987793
	Iteration 56Q: 3 clusters Score -2.583124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198058 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -25831252.000000 Penalty: 6054.987793
	Iteration 57Q: 3 clusters Score -2.583125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198075 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25831250.000000 Penalty: 6054.987793
	Iteration 58Q: 3 clusters Score -2.583125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198088 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -25831254.000000 Penalty: 6054.987793
	Iteration 59Q: 3 clusters Score -2.583125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198097 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -25831226.000000 Penalty: 6054.987793
	Iteration 60F: 3 clusters Score -2.583123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198107 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25831244.000000 Penalty: 6054.987793
	Iteration 61Q: 3 clusters Score -2.583124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -25831232.000000 Penalty: 6054.987793
	Iteration 62Q: 3 clusters Score -2.583123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198139 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -25831242.000000 Penalty: 6054.987793
	Iteration 63Q: 3 clusters Score -2.583124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198156 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -25831236.000000 Penalty: 6054.987793
	Iteration 64Q: 3 clusters Score -2.583124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -25831206.000000 Penalty: 6054.987793
	Iteration 65Q: 3 clusters Score -2.583121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198188 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25831218.000000 Penalty: 6054.987793
	Iteration 66Q: 3 clusters Score -2.583122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198207 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -25831230.000000 Penalty: 6054.987793
	Iteration 67Q: 3 clusters Score -2.583123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25831216.000000 Penalty: 6054.987793
	Iteration 68Q: 3 clusters Score -2.583122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198242 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -25831230.000000 Penalty: 6054.987793
	Iteration 69Q: 3 clusters Score -2.583123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198261 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -25831220.000000 Penalty: 6054.987793
	Iteration 70Q: 3 clusters Score -2.583122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25831216.000000 Penalty: 6054.987793
	Iteration 71Q: 3 clusters Score -2.583122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25831224.000000 Penalty: 6054.987793
	Iteration 72Q: 3 clusters Score -2.583122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -25831200.000000 Penalty: 6054.987793
	Iteration 73Q: 3 clusters Score -2.58312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198326 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -25831206.000000 Penalty: 6054.987793
	Iteration 74Q: 3 clusters Score -2.583121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198343 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25831186.000000 Penalty: 6054.987793
	Iteration 75Q: 3 clusters Score -2.583119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -25831198.000000 Penalty: 6054.987793
	Iteration 76Q: 3 clusters Score -2.58312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25831202.000000 Penalty: 6054.987793
	Iteration 77Q: 3 clusters Score -2.58312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198378 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -25831210.000000 Penalty: 6054.987793
	Iteration 78Q: 3 clusters Score -2.583121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198386 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -25831204.000000 Penalty: 6054.987793
	Iteration 79Q: 3 clusters Score -2.58312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198395 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -25831202.000000 Penalty: 6054.987793
	Iteration 80F: 3 clusters Score -2.58312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198404 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25831202.000000 Penalty: 6054.987793
	Iteration 81Q: 3 clusters Score -2.58312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198414 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -25831178.000000 Penalty: 6054.987793
	Iteration 82Q: 3 clusters Score -2.583118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -25831176.000000 Penalty: 6054.987793
	Iteration 83Q: 3 clusters Score -2.583118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -25831172.000000 Penalty: 6054.987793
	Iteration 84Q: 3 clusters Score -2.583117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198457 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -25831178.000000 Penalty: 6054.987793
	Iteration 85Q: 3 clusters Score -2.583118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198474 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25831196.000000 Penalty: 6054.987793
	Iteration 86Q: 3 clusters Score -2.58312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198489 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -25831178.000000 Penalty: 6054.987793
	Iteration 87Q: 3 clusters Score -2.583118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198503 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -25831168.000000 Penalty: 6054.987793
	Iteration 88Q: 3 clusters Score -2.583117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -25831154.000000 Penalty: 6054.987793
	Iteration 89Q: 3 clusters Score -2.583115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198531 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25831134.000000 Penalty: 6054.987793
	Iteration 90Q: 3 clusters Score -2.583113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198549 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25831138.000000 Penalty: 6054.987793
	Iteration 91Q: 3 clusters Score -2.583114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198561 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -25831170.000000 Penalty: 6054.987793
	Iteration 92Q: 3 clusters Score -2.583117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198573 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -25831170.000000 Penalty: 6054.987793
	Iteration 93Q: 3 clusters Score -2.583117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198583 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -25831172.000000 Penalty: 6054.987793
	Iteration 94Q: 3 clusters Score -2.583117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198595 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25831176.000000 Penalty: 6054.987793
	Iteration 95Q: 3 clusters Score -2.583118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198608 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -25831168.000000 Penalty: 6054.987793
	Iteration 96Q: 3 clusters Score -2.583117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198621 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -25831174.000000 Penalty: 6054.987793
	Iteration 97Q: 3 clusters Score -2.583117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198631 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25831158.000000 Penalty: 6054.987793
	Iteration 98Q: 3 clusters Score -2.583116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198643 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25831184.000000 Penalty: 6054.987793
	Iteration 99Q: 3 clusters Score -2.583118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25831186.000000 Penalty: 6054.987793
	Iteration 100F: 3 clusters Score -2.583119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198680 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -25831166.000000 Penalty: 6054.987793
	Iteration 101Q: 3 clusters Score -2.583117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198694 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25831172.000000 Penalty: 6054.987793
	Iteration 102Q: 3 clusters Score -2.583117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25831180.000000 Penalty: 6054.987793
	Iteration 103Q: 3 clusters Score -2.583118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -25831210.000000 Penalty: 6054.987793
	Iteration 104Q: 3 clusters Score -2.583121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198714 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -25831202.000000 Penalty: 6054.987793
	Iteration 105Q: 3 clusters Score -2.58312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -25831200.000000 Penalty: 6054.987793
	Iteration 106Q: 3 clusters Score -2.58312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198726 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25831200.000000 Penalty: 6054.987793
	Iteration 107Q: 3 clusters Score -2.58312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198733 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25831212.000000 Penalty: 6054.987793
	Iteration 108Q: 3 clusters Score -2.583121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -25831206.000000 Penalty: 6054.987793
	Iteration 109Q: 3 clusters Score -2.583121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25831214.000000 Penalty: 6054.987793
	Iteration 110Q: 3 clusters Score -2.583121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198741 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -25831214.000000 Penalty: 6054.987793
	Iteration 111Q: 3 clusters Score -2.583121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198743 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -25831202.000000 Penalty: 6054.987793
	Iteration 112Q: 3 clusters Score -2.58312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198745 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25831208.000000 Penalty: 6054.987793
	Iteration 113Q: 3 clusters Score -2.583121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198746 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25831192.000000 Penalty: 6054.987793
	Iteration 114Q: 3 clusters Score -2.583119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -25831198.000000 Penalty: 6054.987793
	Iteration 115Q: 3 clusters Score -2.58312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198747 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -25831198.000000 Penalty: 6054.987793
	Iteration 116F: 3 clusters Score -2.58312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -113867.781250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -113867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111946.945312 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -111946.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112361.632812 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -112361.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112479.218750 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -112479.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112609.429688 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -112609.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112737.046875 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -112737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112916.406250 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -112916.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113077.859375 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -113077.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113202.867188 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -113202.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113273.148438 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -113273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113318.921875 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -113318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113359.929688 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -113359.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113395.914062 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -113395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113404.570312 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -113404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113405.562500 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -113405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113405.562500 Penalty: 3436.554688
	Iteration 14F: 3 clusters Score -113405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -144166.125000 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -144166.1 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 592 members 
Entering Unmasked Estep 
Score: -142110.171875 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -142110.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142454.265625 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -142454.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142615.703125 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -142615.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142699.796875 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -142699.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142749.828125 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -142749.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142795.000000 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -142795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142829.546875 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -142829.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -142853.171875 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -142853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142874.281250 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -142874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142895.328125 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -142895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142914.671875 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -142914.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142934.812500 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -142934.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142951.171875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -142951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142960.703125 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -142960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -142977.875000 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -142977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142991.328125 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -142991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143007.843750 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -143007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143016.437500 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -143016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -143034.234375 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -143034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143048.359375 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -143048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -143056.531250 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -143056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -143065.265625 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -143065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -143078.328125 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -143078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143088.218750 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -143088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -143092.390625 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -143092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -143092.390625 Penalty: 3524.469971
	Iteration 25F: 3 clusters Score -143092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Entering Unmasked Estep 
Score: -7032962.500000 Penalty: 2710.989502
	Iteration 0F: 2 clusters Score -7032962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -6995345.500000 Penalty: 5421.979004
	Iteration 0F: 3 clusters Score -6995346 nChanged 25936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -7009873.000000 Penalty: 5421.979004
	Iteration 1F: 3 clusters Score -7009873 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7010734.000000 Penalty: 5421.979004
	Iteration 2Q: 3 clusters Score -7010734 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -7012104.000000 Penalty: 5421.979004
	Iteration 3F: 3 clusters Score -7012104 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -7014137.000000 Penalty: 5421.979004
	Iteration 4F: 3 clusters Score -7014137 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7017155.500000 Penalty: 5421.979004
	Iteration 5F: 3 clusters Score -7017156 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -7021128.500000 Penalty: 5421.979004
	Iteration 6F: 3 clusters Score -7021128 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -7025162.500000 Penalty: 5421.979004
	Iteration 7F: 3 clusters Score -7025162 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7028148.500000 Penalty: 5421.979004
	Iteration 8F: 3 clusters Score -7028148 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -7029757.500000 Penalty: 5421.979004
	Iteration 9Q: 3 clusters Score -7029758 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -7030338.500000 Penalty: 5421.979004
	Iteration 10Q: 3 clusters Score -7030338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7030568.000000 Penalty: 5421.979004
	Iteration 11Q: 3 clusters Score -7030568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7030652.500000 Penalty: 5421.979004
	Iteration 12Q: 3 clusters Score -7030652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -7030690.500000 Penalty: 5421.979004
	Iteration 13Q: 3 clusters Score -7030690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -7030703.500000 Penalty: 5421.979004
	Iteration 14Q: 3 clusters Score -7030704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -7030713.000000 Penalty: 5421.979004
	Iteration 15Q: 3 clusters Score -7030713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7030715.500000 Penalty: 5421.979004
	Iteration 16Q: 3 clusters Score -7030716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7030722.500000 Penalty: 5421.979004
	Iteration 17Q: 3 clusters Score -7030722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7030722.000000 Penalty: 5421.979004
	Iteration 18Q: 3 clusters Score -7030722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7030732.500000 Penalty: 5421.979004
	Iteration 19Q: 3 clusters Score -7030732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -7030733.500000 Penalty: 5421.979004
	Iteration 20F: 3 clusters Score -7030734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -92086.601562 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -92086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90397.687500 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90397.69 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90708.875000 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90708.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90832.250000 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90832.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90913.406250 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90913.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90963.718750 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90963.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -90989.960938 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90989.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -91009.632812 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -91009.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91019.984375 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -91019.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91023.015625 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -91023.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91047.710938 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -91047.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91082.898438 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -91082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -91107.101562 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -91107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91111.812500 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -91111.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91111.812500 Penalty: 3324.172363
	Iteration 13F: 3 clusters Score -91111.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (188210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188210 members 
Entering Unmasked Estep 
Score: -24320972.000000 Penalty: 3012.037598
	Iteration 0F: 2 clusters Score -2.432097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -24197200.000000 Penalty: 6024.075195
	Iteration 0F: 3 clusters Score -2.41972e+07 nChanged 90367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -24250034.000000 Penalty: 6024.075195
	Iteration 1F: 3 clusters Score -2.425003e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -24251166.000000 Penalty: 6024.075195
	Iteration 2Q: 3 clusters Score -2.425117e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -24252528.000000 Penalty: 6024.075195
	Iteration 3Q: 3 clusters Score -2.425253e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -24254232.000000 Penalty: 6024.075195
	Iteration 4Q: 3 clusters Score -2.425423e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -24256424.000000 Penalty: 6024.075195
	Iteration 5Q: 3 clusters Score -2.425642e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -24259624.000000 Penalty: 6024.075195
	Iteration 6Q: 3 clusters Score -2.425962e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -24265430.000000 Penalty: 6024.075195
	Iteration 7Q: 3 clusters Score -2.426543e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -24273804.000000 Penalty: 6024.075195
	Iteration 8F: 3 clusters Score -2.42738e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -24284008.000000 Penalty: 6024.075195
	Iteration 9F: 3 clusters Score -2.428401e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -24290950.000000 Penalty: 6024.075195
	Iteration 10F: 3 clusters Score -2.429095e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -24293370.000000 Penalty: 6024.075195
	Iteration 11Q: 3 clusters Score -2.429337e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -24294078.000000 Penalty: 6024.075195
	Iteration 12Q: 3 clusters Score -2.429408e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -24294412.000000 Penalty: 6024.075195
	Iteration 13Q: 3 clusters Score -2.429441e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -24294708.000000 Penalty: 6024.075195
	Iteration 14Q: 3 clusters Score -2.429471e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -24294968.000000 Penalty: 6024.075195
	Iteration 15Q: 3 clusters Score -2.429497e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -24295086.000000 Penalty: 6024.075195
	Iteration 16Q: 3 clusters Score -2.429509e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -24295296.000000 Penalty: 6024.075195
	Iteration 17Q: 3 clusters Score -2.42953e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -24295624.000000 Penalty: 6024.075195
	Iteration 18Q: 3 clusters Score -2.429562e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -24295824.000000 Penalty: 6024.075195
	Iteration 19Q: 3 clusters Score -2.429582e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -24296050.000000 Penalty: 6024.075195
	Iteration 20F: 3 clusters Score -2.429605e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -24296336.000000 Penalty: 6024.075195
	Iteration 21Q: 3 clusters Score -2.429634e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -24296702.000000 Penalty: 6024.075195
	Iteration 22Q: 3 clusters Score -2.42967e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -24296980.000000 Penalty: 6024.075195
	Iteration 23Q: 3 clusters Score -2.429698e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -24297248.000000 Penalty: 6024.075195
	Iteration 24Q: 3 clusters Score -2.429725e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -24297376.000000 Penalty: 6024.075195
	Iteration 25Q: 3 clusters Score -2.429738e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -24297586.000000 Penalty: 6024.075195
	Iteration 26Q: 3 clusters Score -2.429759e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -24297796.000000 Penalty: 6024.075195
	Iteration 27Q: 3 clusters Score -2.42978e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -24298094.000000 Penalty: 6024.075195
	Iteration 28Q: 3 clusters Score -2.429809e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -24298450.000000 Penalty: 6024.075195
	Iteration 29Q: 3 clusters Score -2.429845e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -24298934.000000 Penalty: 6024.075195
	Iteration 30Q: 3 clusters Score -2.429893e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -24299234.000000 Penalty: 6024.075195
	Iteration 31Q: 3 clusters Score -2.429923e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -24299558.000000 Penalty: 6024.075195
	Iteration 32Q: 3 clusters Score -2.429956e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -24299846.000000 Penalty: 6024.075195
	Iteration 33Q: 3 clusters Score -2.429985e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -24300206.000000 Penalty: 6024.075195
	Iteration 34Q: 3 clusters Score -2.430021e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -24300498.000000 Penalty: 6024.075195
	Iteration 35Q: 3 clusters Score -2.43005e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -24300666.000000 Penalty: 6024.075195
	Iteration 36Q: 3 clusters Score -2.430067e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -24300792.000000 Penalty: 6024.075195
	Iteration 37Q: 3 clusters Score -2.430079e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -24300992.000000 Penalty: 6024.075195
	Iteration 38Q: 3 clusters Score -2.430099e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -24301024.000000 Penalty: 6024.075195
	Iteration 39Q: 3 clusters Score -2.430102e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -24301078.000000 Penalty: 6024.075195
	Iteration 40F: 3 clusters Score -2.430108e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -24301248.000000 Penalty: 6024.075195
	Iteration 41Q: 3 clusters Score -2.430125e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -24301298.000000 Penalty: 6024.075195
	Iteration 42Q: 3 clusters Score -2.43013e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -24301246.000000 Penalty: 6024.075195
	Iteration 43Q: 3 clusters Score -2.430125e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -24301294.000000 Penalty: 6024.075195
	Iteration 44Q: 3 clusters Score -2.430129e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -24301338.000000 Penalty: 6024.075195
	Iteration 45Q: 3 clusters Score -2.430134e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -24301450.000000 Penalty: 6024.075195
	Iteration 46Q: 3 clusters Score -2.430145e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -24301528.000000 Penalty: 6024.075195
	Iteration 47Q: 3 clusters Score -2.430153e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -24301534.000000 Penalty: 6024.075195
	Iteration 48Q: 3 clusters Score -2.430153e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -24301626.000000 Penalty: 6024.075195
	Iteration 49Q: 3 clusters Score -2.430163e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -24301592.000000 Penalty: 6024.075195
	Iteration 50Q: 3 clusters Score -2.430159e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -24301598.000000 Penalty: 6024.075195
	Iteration 51Q: 3 clusters Score -2.43016e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -24301622.000000 Penalty: 6024.075195
	Iteration 52Q: 3 clusters Score -2.430162e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -24301640.000000 Penalty: 6024.075195
	Iteration 53Q: 3 clusters Score -2.430164e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 97818 members 
Entering Unmasked Estep 
Score: -24301634.000000 Penalty: 6024.075195
	Iteration 54Q: 3 clusters Score -2.430163e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -24301670.000000 Penalty: 6024.075195
	Iteration 55Q: 3 clusters Score -2.430167e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -24301716.000000 Penalty: 6024.075195
	Iteration 56Q: 3 clusters Score -2.430172e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -24301732.000000 Penalty: 6024.075195
	Iteration 57Q: 3 clusters Score -2.430173e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -24301758.000000 Penalty: 6024.075195
	Iteration 58Q: 3 clusters Score -2.430176e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -24301858.000000 Penalty: 6024.075195
	Iteration 59Q: 3 clusters Score -2.430186e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -24301802.000000 Penalty: 6024.075195
	Iteration 60F: 3 clusters Score -2.43018e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -24301834.000000 Penalty: 6024.075195
	Iteration 61Q: 3 clusters Score -2.430183e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -24301912.000000 Penalty: 6024.075195
	Iteration 62Q: 3 clusters Score -2.430191e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -24301972.000000 Penalty: 6024.075195
	Iteration 63Q: 3 clusters Score -2.430197e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -24302078.000000 Penalty: 6024.075195
	Iteration 64Q: 3 clusters Score -2.430208e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -24302126.000000 Penalty: 6024.075195
	Iteration 65Q: 3 clusters Score -2.430213e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -24302168.000000 Penalty: 6024.075195
	Iteration 66Q: 3 clusters Score -2.430217e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 103605 members 
Entering Unmasked Estep 
Score: -24302218.000000 Penalty: 6024.075195
	Iteration 67Q: 3 clusters Score -2.430222e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -24302356.000000 Penalty: 6024.075195
	Iteration 68Q: 3 clusters Score -2.430236e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -24302370.000000 Penalty: 6024.075195
	Iteration 69Q: 3 clusters Score -2.430237e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -24302428.000000 Penalty: 6024.075195
	Iteration 70Q: 3 clusters Score -2.430243e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -24302450.000000 Penalty: 6024.075195
	Iteration 71Q: 3 clusters Score -2.430245e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -24302548.000000 Penalty: 6024.075195
	Iteration 72Q: 3 clusters Score -2.430255e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -24302656.000000 Penalty: 6024.075195
	Iteration 73Q: 3 clusters Score -2.430266e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -24302772.000000 Penalty: 6024.075195
	Iteration 74Q: 3 clusters Score -2.430277e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -24302926.000000 Penalty: 6024.075195
	Iteration 75Q: 3 clusters Score -2.430293e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -24303046.000000 Penalty: 6024.075195
	Iteration 76Q: 3 clusters Score -2.430305e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -24303176.000000 Penalty: 6024.075195
	Iteration 77Q: 3 clusters Score -2.430318e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -24303374.000000 Penalty: 6024.075195
	Iteration 78Q: 3 clusters Score -2.430337e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -24303546.000000 Penalty: 6024.075195
	Iteration 79Q: 3 clusters Score -2.430355e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -24303658.000000 Penalty: 6024.075195
	Iteration 80F: 3 clusters Score -2.430366e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 115476 members 
Entering Unmasked Estep 
Score: -24303846.000000 Penalty: 6024.075195
	Iteration 81Q: 3 clusters Score -2.430385e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -24303910.000000 Penalty: 6024.075195
	Iteration 82Q: 3 clusters Score -2.430391e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 118041 members 
Entering Unmasked Estep 
Score: -24304166.000000 Penalty: 6024.075195
	Iteration 83Q: 3 clusters Score -2.430417e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -24304498.000000 Penalty: 6024.075195
	Iteration 84Q: 3 clusters Score -2.43045e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -24304760.000000 Penalty: 6024.075195
	Iteration 85Q: 3 clusters Score -2.430476e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -24305092.000000 Penalty: 6024.075195
	Iteration 86Q: 3 clusters Score -2.430509e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -24305490.000000 Penalty: 6024.075195
	Iteration 87Q: 3 clusters Score -2.430549e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 125961 members 
Entering Unmasked Estep 
Score: -24305882.000000 Penalty: 6024.075195
	Iteration 88Q: 3 clusters Score -2.430588e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -24306204.000000 Penalty: 6024.075195
	Iteration 89Q: 3 clusters Score -2.43062e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -24306566.000000 Penalty: 6024.075195
	Iteration 90Q: 3 clusters Score -2.430657e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 131366 members 
Entering Unmasked Estep 
Score: -24307026.000000 Penalty: 6024.075195
	Iteration 91Q: 3 clusters Score -2.430703e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 133204 members 
Entering Unmasked Estep 
Score: -24307460.000000 Penalty: 6024.075195
	Iteration 92Q: 3 clusters Score -2.430746e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 135083 members 
Entering Unmasked Estep 
Score: -24307972.000000 Penalty: 6024.075195
	Iteration 93Q: 3 clusters Score -2.430797e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -24308454.000000 Penalty: 6024.075195
	Iteration 94Q: 3 clusters Score -2.430845e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 139107 members 
Entering Unmasked Estep 
Score: -24308870.000000 Penalty: 6024.075195
	Iteration 95Q: 3 clusters Score -2.430887e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 141134 members 
Entering Unmasked Estep 
Score: -24309372.000000 Penalty: 6024.075195
	Iteration 96Q: 3 clusters Score -2.430937e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -24309912.000000 Penalty: 6024.075195
	Iteration 97Q: 3 clusters Score -2.430991e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 145331 members 
Entering Unmasked Estep 
Score: -24310386.000000 Penalty: 6024.075195
	Iteration 98Q: 3 clusters Score -2.431039e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -24310988.000000 Penalty: 6024.075195
	Iteration 99Q: 3 clusters Score -2.431099e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -24311444.000000 Penalty: 6024.075195
	Iteration 100F: 3 clusters Score -2.431144e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -24312120.000000 Penalty: 6024.075195
	Iteration 101Q: 3 clusters Score -2.431212e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -24312628.000000 Penalty: 6024.075195
	Iteration 102Q: 3 clusters Score -2.431263e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -24313316.000000 Penalty: 6024.075195
	Iteration 103Q: 3 clusters Score -2.431332e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -24313852.000000 Penalty: 6024.075195
	Iteration 104Q: 3 clusters Score -2.431385e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -24314388.000000 Penalty: 6024.075195
	Iteration 105Q: 3 clusters Score -2.431439e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 161726 members 
Entering Unmasked Estep 
Score: -24314840.000000 Penalty: 6024.075195
	Iteration 106Q: 3 clusters Score -2.431484e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -24315498.000000 Penalty: 6024.075195
	Iteration 107Q: 3 clusters Score -2.43155e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -24315964.000000 Penalty: 6024.075195
	Iteration 108Q: 3 clusters Score -2.431596e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 167177 members 
Entering Unmasked Estep 
Score: -24316494.000000 Penalty: 6024.075195
	Iteration 109Q: 3 clusters Score -2.431649e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -24317004.000000 Penalty: 6024.075195
	Iteration 110Q: 3 clusters Score -2.4317e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -24317458.000000 Penalty: 6024.075195
	Iteration 111Q: 3 clusters Score -2.431746e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -24317870.000000 Penalty: 6024.075195
	Iteration 112Q: 3 clusters Score -2.431787e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 173718 members 
Entering Unmasked Estep 
Score: -24318250.000000 Penalty: 6024.075195
	Iteration 113Q: 3 clusters Score -2.431825e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -24318508.000000 Penalty: 6024.075195
	Iteration 114Q: 3 clusters Score -2.431851e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -24318746.000000 Penalty: 6024.075195
	Iteration 115Q: 3 clusters Score -2.431875e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -24318928.000000 Penalty: 6024.075195
	Iteration 116Q: 3 clusters Score -2.431893e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -24319190.000000 Penalty: 6024.075195
	Iteration 117Q: 3 clusters Score -2.431919e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 179460 members 
Entering Unmasked Estep 
Score: -24319454.000000 Penalty: 6024.075195
	Iteration 118Q: 3 clusters Score -2.431945e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -24319658.000000 Penalty: 6024.075195
	Iteration 119Q: 3 clusters Score -2.431966e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -24319706.000000 Penalty: 6024.075195
	Iteration 120F: 3 clusters Score -2.431971e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -24319816.000000 Penalty: 6024.075195
	Iteration 121Q: 3 clusters Score -2.431982e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182111 members 
Entering Unmasked Estep 
Score: -24319782.000000 Penalty: 6024.075195
	Iteration 122Q: 3 clusters Score -2.431978e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -24319884.000000 Penalty: 6024.075195
	Iteration 123Q: 3 clusters Score -2.431988e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -24319882.000000 Penalty: 6024.075195
	Iteration 124Q: 3 clusters Score -2.431988e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 183330 members 
Entering Unmasked Estep 
Score: -24319868.000000 Penalty: 6024.075195
	Iteration 125Q: 3 clusters Score -2.431987e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 183629 members 
Entering Unmasked Estep 
Score: -24320014.000000 Penalty: 6024.075195
	Iteration 126Q: 3 clusters Score -2.432001e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -24320080.000000 Penalty: 6024.075195
	Iteration 127Q: 3 clusters Score -2.432008e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 184100 members 
Entering Unmasked Estep 
Score: -24320110.000000 Penalty: 6024.075195
	Iteration 128Q: 3 clusters Score -2.432011e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 184275 members 
Entering Unmasked Estep 
Score: -24320126.000000 Penalty: 6024.075195
	Iteration 129Q: 3 clusters Score -2.432013e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 184403 members 
Entering Unmasked Estep 
Score: -24320114.000000 Penalty: 6024.075195
	Iteration 130Q: 3 clusters Score -2.432011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 184513 members 
Entering Unmasked Estep 
Score: -24320114.000000 Penalty: 6024.075195
	Iteration 131Q: 3 clusters Score -2.432011e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -24320078.000000 Penalty: 6024.075195
	Iteration 132Q: 3 clusters Score -2.432008e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -24320076.000000 Penalty: 6024.075195
	Iteration 133Q: 3 clusters Score -2.432008e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -24320040.000000 Penalty: 6024.075195
	Iteration 134Q: 3 clusters Score -2.432004e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -24320042.000000 Penalty: 6024.075195
	Iteration 135Q: 3 clusters Score -2.432004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 184873 members 
Entering Unmasked Estep 
Score: -24320050.000000 Penalty: 6024.075195
	Iteration 136Q: 3 clusters Score -2.432005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 184924 members 
Entering Unmasked Estep 
Score: -24320032.000000 Penalty: 6024.075195
	Iteration 137Q: 3 clusters Score -2.432003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 184974 members 
Entering Unmasked Estep 
Score: -24320008.000000 Penalty: 6024.075195
	Iteration 138Q: 3 clusters Score -2.432001e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 185018 members 
Entering Unmasked Estep 
Score: -24320004.000000 Penalty: 6024.075195
	Iteration 139Q: 3 clusters Score -2.432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 185057 members 
Entering Unmasked Estep 
Score: -24319976.000000 Penalty: 6024.075195
	Iteration 140F: 3 clusters Score -2.431998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -24320012.000000 Penalty: 6024.075195
	Iteration 141Q: 3 clusters Score -2.432001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 185121 members 
Entering Unmasked Estep 
Score: -24320014.000000 Penalty: 6024.075195
	Iteration 142Q: 3 clusters Score -2.432001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -24320028.000000 Penalty: 6024.075195
	Iteration 143Q: 3 clusters Score -2.432003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -24320030.000000 Penalty: 6024.075195
	Iteration 144Q: 3 clusters Score -2.432003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -24320012.000000 Penalty: 6024.075195
	Iteration 145Q: 3 clusters Score -2.432001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -24319994.000000 Penalty: 6024.075195
	Iteration 146Q: 3 clusters Score -2.431999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 185235 members 
Entering Unmasked Estep 
Score: -24319998.000000 Penalty: 6024.075195
	Iteration 147Q: 3 clusters Score -2.432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 185251 members 
Entering Unmasked Estep 
Score: -24320010.000000 Penalty: 6024.075195
	Iteration 148Q: 3 clusters Score -2.432001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 185268 members 
Entering Unmasked Estep 
Score: -24320010.000000 Penalty: 6024.075195
	Iteration 149Q: 3 clusters Score -2.432001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 185285 members 
Entering Unmasked Estep 
Score: -24319988.000000 Penalty: 6024.075195
	Iteration 150Q: 3 clusters Score -2.431999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -24319974.000000 Penalty: 6024.075195
	Iteration 151Q: 3 clusters Score -2.431997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 185312 members 
Entering Unmasked Estep 
Score: -24319962.000000 Penalty: 6024.075195
	Iteration 152Q: 3 clusters Score -2.431996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -24319958.000000 Penalty: 6024.075195
	Iteration 153Q: 3 clusters Score -2.431996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -24319958.000000 Penalty: 6024.075195
	Iteration 154Q: 3 clusters Score -2.431996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 185340 members 
Entering Unmasked Estep 
Score: -24319954.000000 Penalty: 6024.075195
	Iteration 155Q: 3 clusters Score -2.431995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -24319958.000000 Penalty: 6024.075195
	Iteration 156Q: 3 clusters Score -2.431996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 185360 members 
Entering Unmasked Estep 
Score: -24319952.000000 Penalty: 6024.075195
	Iteration 157Q: 3 clusters Score -2.431995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -24319948.000000 Penalty: 6024.075195
	Iteration 158Q: 3 clusters Score -2.431995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -24319964.000000 Penalty: 6024.075195
	Iteration 159Q: 3 clusters Score -2.431996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 185397 members 
Entering Unmasked Estep 
Score: -24319980.000000 Penalty: 6024.075195
	Iteration 160F: 3 clusters Score -2.431998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 185410 members 
Entering Unmasked Estep 
Score: -24319946.000000 Penalty: 6024.075195
	Iteration 161Q: 3 clusters Score -2.431995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -24319960.000000 Penalty: 6024.075195
	Iteration 162Q: 3 clusters Score -2.431996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 185421 members 
Entering Unmasked Estep 
Score: -24319962.000000 Penalty: 6024.075195
	Iteration 163Q: 3 clusters Score -2.431996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 185425 members 
Entering Unmasked Estep 
Score: -24319956.000000 Penalty: 6024.075195
	Iteration 164Q: 3 clusters Score -2.431996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -24319956.000000 Penalty: 6024.075195
	Iteration 165Q: 3 clusters Score -2.431996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 185434 members 
Entering Unmasked Estep 
Score: -24319948.000000 Penalty: 6024.075195
	Iteration 166Q: 3 clusters Score -2.431995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 185435 members 
Entering Unmasked Estep 
Score: -24319950.000000 Penalty: 6024.075195
	Iteration 167Q: 3 clusters Score -2.431995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -24319936.000000 Penalty: 6024.075195
	Iteration 168Q: 3 clusters Score -2.431994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 185443 members 
Entering Unmasked Estep 
Score: -24319936.000000 Penalty: 6024.075195
	Iteration 169Q: 3 clusters Score -2.431994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -24319934.000000 Penalty: 6024.075195
	Iteration 170Q: 3 clusters Score -2.431993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -24319930.000000 Penalty: 6024.075195
	Iteration 171Q: 3 clusters Score -2.431993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -24319926.000000 Penalty: 6024.075195
	Iteration 172Q: 3 clusters Score -2.431993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 185470 members 
Entering Unmasked Estep 
Score: -24319948.000000 Penalty: 6024.075195
	Iteration 173Q: 3 clusters Score -2.431995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 185475 members 
Entering Unmasked Estep 
Score: -24319932.000000 Penalty: 6024.075195
	Iteration 174Q: 3 clusters Score -2.431993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 185479 members 
Entering Unmasked Estep 
Score: -24319936.000000 Penalty: 6024.075195
	Iteration 175Q: 3 clusters Score -2.431994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 185482 members 
Entering Unmasked Estep 
Score: -24319932.000000 Penalty: 6024.075195
	Iteration 176Q: 3 clusters Score -2.431993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 185487 members 
Entering Unmasked Estep 
Score: -24319936.000000 Penalty: 6024.075195
	Iteration 177Q: 3 clusters Score -2.431994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -24319920.000000 Penalty: 6024.075195
	Iteration 178Q: 3 clusters Score -2.431992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -24319920.000000 Penalty: 6024.075195
	Iteration 179F: 3 clusters Score -2.431992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Entering Unmasked Estep 
Score: -17639296.000000 Penalty: 2931.240967
	Iteration 0F: 2 clusters Score -1.76393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -17548282.000000 Penalty: 5862.481934
	Iteration 0F: 3 clusters Score -1.754828e+07 nChanged 64753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -17586328.000000 Penalty: 5862.481934
	Iteration 1F: 3 clusters Score -1.758633e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -17587366.000000 Penalty: 5862.481934
	Iteration 2Q: 3 clusters Score -1.758737e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -17588624.000000 Penalty: 5862.481934
	Iteration 3Q: 3 clusters Score -1.758862e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -17590690.000000 Penalty: 5862.481934
	Iteration 4Q: 3 clusters Score -1.759069e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -17594480.000000 Penalty: 5862.481934
	Iteration 5F: 3 clusters Score -1.759448e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -17600436.000000 Penalty: 5862.481934
	Iteration 6F: 3 clusters Score -1.760044e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -17609026.000000 Penalty: 5862.481934
	Iteration 7F: 3 clusters Score -1.760903e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -17618122.000000 Penalty: 5862.481934
	Iteration 8F: 3 clusters Score -1.761812e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -17625854.000000 Penalty: 5862.481934
	Iteration 9F: 3 clusters Score -1.762585e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -17631368.000000 Penalty: 5862.481934
	Iteration 10Q: 3 clusters Score -1.763137e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -17634454.000000 Penalty: 5862.481934
	Iteration 11Q: 3 clusters Score -1.763445e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17635896.000000 Penalty: 5862.481934
	Iteration 12Q: 3 clusters Score -1.76359e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135091 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -17636432.000000 Penalty: 5862.481934
	Iteration 13Q: 3 clusters Score -1.763643e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17636702.000000 Penalty: 5862.481934
	Iteration 14Q: 3 clusters Score -1.76367e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17636816.000000 Penalty: 5862.481934
	Iteration 15Q: 3 clusters Score -1.763682e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17636902.000000 Penalty: 5862.481934
	Iteration 16Q: 3 clusters Score -1.76369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17636940.000000 Penalty: 5862.481934
	Iteration 17Q: 3 clusters Score -1.763694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -17636952.000000 Penalty: 5862.481934
	Iteration 18Q: 3 clusters Score -1.763695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17636960.000000 Penalty: 5862.481934
	Iteration 19Q: 3 clusters Score -1.763696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -17636972.000000 Penalty: 5862.481934
	Iteration 20F: 3 clusters Score -1.763697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17637000.000000 Penalty: 5862.481934
	Iteration 21Q: 3 clusters Score -1.7637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17636990.000000 Penalty: 5862.481934
	Iteration 22Q: 3 clusters Score -1.763699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17636986.000000 Penalty: 5862.481934
	Iteration 23Q: 3 clusters Score -1.763699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17636990.000000 Penalty: 5862.481934
	Iteration 24Q: 3 clusters Score -1.763699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17636996.000000 Penalty: 5862.481934
	Iteration 25Q: 3 clusters Score -1.7637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17637004.000000 Penalty: 5862.481934
	Iteration 26Q: 3 clusters Score -1.7637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17637024.000000 Penalty: 5862.481934
	Iteration 27Q: 3 clusters Score -1.763702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -17637036.000000 Penalty: 5862.481934
	Iteration 28Q: 3 clusters Score -1.763704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17637036.000000 Penalty: 5862.481934
	Iteration 29Q: 3 clusters Score -1.763704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17637044.000000 Penalty: 5862.481934
	Iteration 30Q: 3 clusters Score -1.763704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17637044.000000 Penalty: 5862.481934
	Iteration 31F: 3 clusters Score -1.763704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -176419.703125 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -176419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -174160.500000 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -174160.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174621.234375 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -174621.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174941.484375 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -174941.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175192.437500 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -175192.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175408.531250 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -175408.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -175566.046875 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -175566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175675.875000 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -175675.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -175777.437500 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -175777.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175850.218750 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -175850.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175895.640625 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -175895.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -175932.437500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -175932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -175954.109375 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -175954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -175965.312500 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -175965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -175974.265625 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -175974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -175977.109375 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -175977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -175981.062500 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -175981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -175983.015625 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -175983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -175986.296875 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -175986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -175986.937500 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -175986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -175988.890625 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -175988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -175995.453125 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -175995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -176009.203125 Penalty: 3613.271240
	Iteration 21Q: 3 clusters Score -176009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176028.109375 Penalty: 3613.271240
	Iteration 22Q: 3 clusters Score -176028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176043.937500 Penalty: 3613.271240
	Iteration 23Q: 3 clusters Score -176043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -176049.687500 Penalty: 3613.271240
	Iteration 24Q: 3 clusters Score -176049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -176053.593750 Penalty: 3613.271240
	Iteration 25Q: 3 clusters Score -176053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -176056.140625 Penalty: 3613.271240
	Iteration 26Q: 3 clusters Score -176056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -176056.609375 Penalty: 3613.271240
	Iteration 27Q: 3 clusters Score -176056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -176056.609375 Penalty: 3613.271240
	Iteration 28F: 3 clusters Score -176056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Entering Unmasked Estep 
Score: -3596924.750000 Penalty: 2534.228516
	Iteration 0F: 2 clusters Score -3596925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3578084.250000 Penalty: 5068.457031
	Iteration 0F: 3 clusters Score -3578084 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3584679.250000 Penalty: 5068.457031
	Iteration 1F: 3 clusters Score -3584679 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3585037.000000 Penalty: 5068.457031
	Iteration 2Q: 3 clusters Score -3585037 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3585306.500000 Penalty: 5068.457031
	Iteration 3Q: 3 clusters Score -3585306 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3585541.250000 Penalty: 5068.457031
	Iteration 4Q: 3 clusters Score -3585541 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3585718.000000 Penalty: 5068.457031
	Iteration 5Q: 3 clusters Score -3585718 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3585856.000000 Penalty: 5068.457031
	Iteration 6Q: 3 clusters Score -3585856 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3586000.250000 Penalty: 5068.457031
	Iteration 7Q: 3 clusters Score -3586000 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3586126.500000 Penalty: 5068.457031
	Iteration 8Q: 3 clusters Score -3586126 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3586264.250000 Penalty: 5068.457031
	Iteration 9Q: 3 clusters Score -3586264 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3586403.750000 Penalty: 5068.457031
	Iteration 10Q: 3 clusters Score -3586404 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3586592.500000 Penalty: 5068.457031
	Iteration 11Q: 3 clusters Score -3586592 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3586857.000000 Penalty: 5068.457031
	Iteration 12Q: 3 clusters Score -3586857 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3587224.000000 Penalty: 5068.457031
	Iteration 13Q: 3 clusters Score -3587224 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3587722.000000 Penalty: 5068.457031
	Iteration 14Q: 3 clusters Score -3587722 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3588353.500000 Penalty: 5068.457031
	Iteration 15Q: 3 clusters Score -3588354 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3589180.250000 Penalty: 5068.457031
	Iteration 16Q: 3 clusters Score -3589180 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3590152.500000 Penalty: 5068.457031
	Iteration 17Q: 3 clusters Score -3590152 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3591113.500000 Penalty: 5068.457031
	Iteration 18Q: 3 clusters Score -3591114 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3592048.500000 Penalty: 5068.457031
	Iteration 19Q: 3 clusters Score -3592048 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3592856.000000 Penalty: 5068.457031
	Iteration 20F: 3 clusters Score -3592856 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3593363.250000 Penalty: 5068.457031
	Iteration 21Q: 3 clusters Score -3593363 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3593710.000000 Penalty: 5068.457031
	Iteration 22Q: 3 clusters Score -3593710 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3593911.000000 Penalty: 5068.457031
	Iteration 23Q: 3 clusters Score -3593911 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3594058.000000 Penalty: 5068.457031
	Iteration 24Q: 3 clusters Score -3594058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3594192.250000 Penalty: 5068.457031
	Iteration 25Q: 3 clusters Score -3594192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3594279.500000 Penalty: 5068.457031
	Iteration 26Q: 3 clusters Score -3594280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3594352.500000 Penalty: 5068.457031
	Iteration 27Q: 3 clusters Score -3594352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3594414.250000 Penalty: 5068.457031
	Iteration 28Q: 3 clusters Score -3594414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3594464.000000 Penalty: 5068.457031
	Iteration 29Q: 3 clusters Score -3594464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3594503.500000 Penalty: 5068.457031
	Iteration 30Q: 3 clusters Score -3594504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3594527.500000 Penalty: 5068.457031
	Iteration 31Q: 3 clusters Score -3594528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3594544.250000 Penalty: 5068.457031
	Iteration 32Q: 3 clusters Score -3594544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3594572.250000 Penalty: 5068.457031
	Iteration 33Q: 3 clusters Score -3594572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3594590.000000 Penalty: 5068.457031
	Iteration 34Q: 3 clusters Score -3594590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3594590.750000 Penalty: 5068.457031
	Iteration 35Q: 3 clusters Score -3594591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3594602.000000 Penalty: 5068.457031
	Iteration 36Q: 3 clusters Score -3594602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3594608.500000 Penalty: 5068.457031
	Iteration 37Q: 3 clusters Score -3594608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3594622.000000 Penalty: 5068.457031
	Iteration 38Q: 3 clusters Score -3594622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3594632.500000 Penalty: 5068.457031
	Iteration 39Q: 3 clusters Score -3594632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3594637.000000 Penalty: 5068.457031
	Iteration 40F: 3 clusters Score -3594637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3594648.250000 Penalty: 5068.457031
	Iteration 41Q: 3 clusters Score -3594648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3594651.500000 Penalty: 5068.457031
	Iteration 42Q: 3 clusters Score -3594652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3594659.250000 Penalty: 5068.457031
	Iteration 43Q: 3 clusters Score -3594659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3594660.250000 Penalty: 5068.457031
	Iteration 44Q: 3 clusters Score -3594660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3594672.750000 Penalty: 5068.457031
	Iteration 45Q: 3 clusters Score -3594673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3594671.250000 Penalty: 5068.457031
	Iteration 46Q: 3 clusters Score -3594671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3594678.000000 Penalty: 5068.457031
	Iteration 47Q: 3 clusters Score -3594678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3594684.750000 Penalty: 5068.457031
	Iteration 48Q: 3 clusters Score -3594685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3594701.000000 Penalty: 5068.457031
	Iteration 49Q: 3 clusters Score -3594701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3594704.000000 Penalty: 5068.457031
	Iteration 50Q: 3 clusters Score -3594704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3594704.250000 Penalty: 5068.457031
	Iteration 51Q: 3 clusters Score -3594704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3594711.000000 Penalty: 5068.457031
	Iteration 52Q: 3 clusters Score -3594711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3594710.250000 Penalty: 5068.457031
	Iteration 53Q: 3 clusters Score -3594710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3594710.250000 Penalty: 5068.457031
	Iteration 54F: 3 clusters Score -3594710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Entering Unmasked Estep 
Score: -1528228.625000 Penalty: 2328.261719
	Iteration 0F: 2 clusters Score -1528229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1519201.625000 Penalty: 4656.523438
	Iteration 0F: 3 clusters Score -1519202 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1522064.750000 Penalty: 4656.523438
	Iteration 1F: 3 clusters Score -1522065 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1522457.375000 Penalty: 4656.523438
	Iteration 2F: 3 clusters Score -1522457 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1522805.750000 Penalty: 4656.523438
	Iteration 3F: 3 clusters Score -1522806 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1523156.000000 Penalty: 4656.523438
	Iteration 4F: 3 clusters Score -1523156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1523537.500000 Penalty: 4656.523438
	Iteration 5Q: 3 clusters Score -1523538 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1524013.000000 Penalty: 4656.523438
	Iteration 6F: 3 clusters Score -1524013 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1524569.375000 Penalty: 4656.523438
	Iteration 7F: 3 clusters Score -1524569 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1525154.250000 Penalty: 4656.523438
	Iteration 8F: 3 clusters Score -1525154 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1525721.250000 Penalty: 4656.523438
	Iteration 9F: 3 clusters Score -1525721 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1526115.625000 Penalty: 4656.523438
	Iteration 10Q: 3 clusters Score -1526116 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1526313.000000 Penalty: 4656.523438
	Iteration 11Q: 3 clusters Score -1526313 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1526421.375000 Penalty: 4656.523438
	Iteration 12Q: 3 clusters Score -1526421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1526477.000000 Penalty: 4656.523438
	Iteration 13Q: 3 clusters Score -1526477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1526512.250000 Penalty: 4656.523438
	Iteration 14Q: 3 clusters Score -1526512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1526530.500000 Penalty: 4656.523438
	Iteration 15Q: 3 clusters Score -1526530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1526552.625000 Penalty: 4656.523438
	Iteration 16Q: 3 clusters Score -1526553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1526571.000000 Penalty: 4656.523438
	Iteration 17Q: 3 clusters Score -1526571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1526581.625000 Penalty: 4656.523438
	Iteration 18Q: 3 clusters Score -1526582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1526587.500000 Penalty: 4656.523438
	Iteration 19Q: 3 clusters Score -1526588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1526598.250000 Penalty: 4656.523438
	Iteration 20F: 3 clusters Score -1526598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1526596.875000 Penalty: 4656.523438
	Iteration 21Q: 3 clusters Score -1526597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1526604.250000 Penalty: 4656.523438
	Iteration 22Q: 3 clusters Score -1526604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1526604.375000 Penalty: 4656.523438
	Iteration 23Q: 3 clusters Score -1526604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1526610.625000 Penalty: 4656.523438
	Iteration 24Q: 3 clusters Score -1526611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1526610.250000 Penalty: 4656.523438
	Iteration 25Q: 3 clusters Score -1526610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1526612.125000 Penalty: 4656.523438
	Iteration 26Q: 3 clusters Score -1526612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1526611.875000 Penalty: 4656.523438
	Iteration 27Q: 3 clusters Score -1526612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1526613.875000 Penalty: 4656.523438
	Iteration 28Q: 3 clusters Score -1526614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1526613.750000 Penalty: 4656.523438
	Iteration 29Q: 3 clusters Score -1526614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1526619.375000 Penalty: 4656.523438
	Iteration 30Q: 3 clusters Score -1526619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1526622.250000 Penalty: 4656.523438
	Iteration 31Q: 3 clusters Score -1526622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1526620.375000 Penalty: 4656.523438
	Iteration 32Q: 3 clusters Score -1526620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1526621.125000 Penalty: 4656.523438
	Iteration 33Q: 3 clusters Score -1526621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1526620.750000 Penalty: 4656.523438
	Iteration 34Q: 3 clusters Score -1526621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1526620.750000 Penalty: 4656.523438
	Iteration 35F: 3 clusters Score -1526621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Entering Unmasked Estep 
Score: -8260054.000000 Penalty: 2743.812256
	Iteration 0F: 2 clusters Score -8260054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -8217361.000000 Penalty: 5487.624512
	Iteration 0F: 3 clusters Score -8217361 nChanged 29666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -8233869.500000 Penalty: 5487.624512
	Iteration 1F: 3 clusters Score -8233870 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -8234495.500000 Penalty: 5487.624512
	Iteration 2Q: 3 clusters Score -8234496 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -8235354.500000 Penalty: 5487.624512
	Iteration 3Q: 3 clusters Score -8235354 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -8236593.500000 Penalty: 5487.624512
	Iteration 4Q: 3 clusters Score -8236594 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8238363.000000 Penalty: 5487.624512
	Iteration 5F: 3 clusters Score -8238363 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -8241036.000000 Penalty: 5487.624512
	Iteration 6F: 3 clusters Score -8241036 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -8244567.500000 Penalty: 5487.624512
	Iteration 7F: 3 clusters Score -8244568 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -8248564.500000 Penalty: 5487.624512
	Iteration 8F: 3 clusters Score -8248564 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -8252337.500000 Penalty: 5487.624512
	Iteration 9F: 3 clusters Score -8252338 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8254979.000000 Penalty: 5487.624512
	Iteration 10Q: 3 clusters Score -8254979 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8256488.500000 Penalty: 5487.624512
	Iteration 11Q: 3 clusters Score -8256488 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8257089.000000 Penalty: 5487.624512
	Iteration 12Q: 3 clusters Score -8257089 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8257336.000000 Penalty: 5487.624512
	Iteration 13Q: 3 clusters Score -8257336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8257461.000000 Penalty: 5487.624512
	Iteration 14Q: 3 clusters Score -8257461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8257525.000000 Penalty: 5487.624512
	Iteration 15Q: 3 clusters Score -8257525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8257553.000000 Penalty: 5487.624512
	Iteration 16Q: 3 clusters Score -8257553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8257580.000000 Penalty: 5487.624512
	Iteration 17Q: 3 clusters Score -8257580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8257617.000000 Penalty: 5487.624512
	Iteration 18Q: 3 clusters Score -8257617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8257622.500000 Penalty: 5487.624512
	Iteration 19Q: 3 clusters Score -8257622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8257633.500000 Penalty: 5487.624512
	Iteration 20F: 3 clusters Score -8257634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8257638.500000 Penalty: 5487.624512
	Iteration 21Q: 3 clusters Score -8257638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8257644.000000 Penalty: 5487.624512
	Iteration 22Q: 3 clusters Score -8257644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8257645.500000 Penalty: 5487.624512
	Iteration 23Q: 3 clusters Score -8257646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8257645.500000 Penalty: 5487.624512
	Iteration 24F: 3 clusters Score -8257646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -222972.156250 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -222972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220532.781250 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -220532.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220908.609375 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -220908.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221019.109375 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -221019.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221075.343750 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -221075.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221105.921875 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -221105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -221125.218750 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -221125.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221134.265625 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -221134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221142.171875 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -221142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221150.593750 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -221150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221154.781250 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -221154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221157.500000 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -221157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -221160.203125 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -221160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221163.531250 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -221163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221166.406250 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -221166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221168.156250 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -221168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -221169.046875 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -221169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -221169.171875 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -221169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221169.953125 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -221170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221169.953125 Penalty: 3693.216797
	Iteration 18F: 3 clusters Score -221170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -348027.125000 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -348027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -344873.156250 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -344873.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -345543.843750 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -345543.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -345755.750000 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -345755.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -345892.937500 Penalty: 3945.194336
	Iteration 3F: 3 clusters Score -345892.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345983.593750 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -345983.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -346071.156250 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -346071.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -346146.187500 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -346146.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -346212.937500 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -346212.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -346265.500000 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -346265.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -346295.000000 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -346295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -346319.093750 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -346319.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -346340.250000 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -346340.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -346361.656250 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -346361.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -346378.593750 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -346378.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -346396.531250 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -346396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -346410.093750 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -346410.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -346422.093750 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -346422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -346432.500000 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -346432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -346438.437500 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -346438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -346446.531250 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -346446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -346452.093750 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -346452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -346455.656250 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -346455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -346459.031250 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -346459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -346463.281250 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -346463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -346468.375000 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -346468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -346473.031250 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -346473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -346482.468750 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -346482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -346489.031250 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -346489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -346493.593750 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -346493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -346495.812500 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -346495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -346498.687500 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -346498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -346501.000000 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -346501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -346503.312500 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -346503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -346505.625000 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -346505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -346507.062500 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -346507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -346509.968750 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -346510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -346514.000000 Penalty: 3945.194336
	Iteration 36Q: 3 clusters Score -346514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -346520.281250 Penalty: 3945.194336
	Iteration 37Q: 3 clusters Score -346520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -346525.656250 Penalty: 3945.194336
	Iteration 38Q: 3 clusters Score -346525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -346529.812500 Penalty: 3945.194336
	Iteration 39Q: 3 clusters Score -346529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -346534.218750 Penalty: 3945.194336
	Iteration 40F: 3 clusters Score -346534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -346536.750000 Penalty: 3945.194336
	Iteration 41Q: 3 clusters Score -346536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -346539.000000 Penalty: 3945.194336
	Iteration 42Q: 3 clusters Score -346539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346542.812500 Penalty: 3945.194336
	Iteration 43Q: 3 clusters Score -346542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -346546.187500 Penalty: 3945.194336
	Iteration 44Q: 3 clusters Score -346546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -346550.906250 Penalty: 3945.194336
	Iteration 45Q: 3 clusters Score -346550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -346553.812500 Penalty: 3945.194336
	Iteration 46Q: 3 clusters Score -346553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -346557.562500 Penalty: 3945.194336
	Iteration 47Q: 3 clusters Score -346557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -346560.625000 Penalty: 3945.194336
	Iteration 48Q: 3 clusters Score -346560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -346565.750000 Penalty: 3945.194336
	Iteration 49Q: 3 clusters Score -346565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -346566.593750 Penalty: 3945.194336
	Iteration 50Q: 3 clusters Score -346566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -346567.906250 Penalty: 3945.194336
	Iteration 51Q: 3 clusters Score -346567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -346570.281250 Penalty: 3945.194336
	Iteration 52Q: 3 clusters Score -346570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -346570.625000 Penalty: 3945.194336
	Iteration 53Q: 3 clusters Score -346570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -346570.625000 Penalty: 3945.194336
	Iteration 54F: 3 clusters Score -346570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Entering Unmasked Estep 
Score: -4282460.000000 Penalty: 2577.582520
	Iteration 0F: 2 clusters Score -4282460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4260385.500000 Penalty: 5155.165039
	Iteration 0F: 3 clusters Score -4260386 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4268281.500000 Penalty: 5155.165039
	Iteration 1F: 3 clusters Score -4268282 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4268746.000000 Penalty: 5155.165039
	Iteration 2Q: 3 clusters Score -4268746 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4269136.500000 Penalty: 5155.165039
	Iteration 3Q: 3 clusters Score -4269136 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4269608.000000 Penalty: 5155.165039
	Iteration 4Q: 3 clusters Score -4269608 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4270112.500000 Penalty: 5155.165039
	Iteration 5Q: 3 clusters Score -4270112 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4270749.500000 Penalty: 5155.165039
	Iteration 6Q: 3 clusters Score -4270750 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4271616.000000 Penalty: 5155.165039
	Iteration 7Q: 3 clusters Score -4271616 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4272948.500000 Penalty: 5155.165039
	Iteration 8F: 3 clusters Score -4272948 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4274735.000000 Penalty: 5155.165039
	Iteration 9F: 3 clusters Score -4274735 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4276550.500000 Penalty: 5155.165039
	Iteration 10F: 3 clusters Score -4276550 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4277740.000000 Penalty: 5155.165039
	Iteration 11Q: 3 clusters Score -4277740 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4278236.000000 Penalty: 5155.165039
	Iteration 12Q: 3 clusters Score -4278236 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4278472.000000 Penalty: 5155.165039
	Iteration 13Q: 3 clusters Score -4278472 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4278625.000000 Penalty: 5155.165039
	Iteration 14Q: 3 clusters Score -4278625 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4278695.000000 Penalty: 5155.165039
	Iteration 15Q: 3 clusters Score -4278695 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4278772.500000 Penalty: 5155.165039
	Iteration 16Q: 3 clusters Score -4278772 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4278837.000000 Penalty: 5155.165039
	Iteration 17Q: 3 clusters Score -4278837 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4278884.000000 Penalty: 5155.165039
	Iteration 18Q: 3 clusters Score -4278884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4278958.000000 Penalty: 5155.165039
	Iteration 19Q: 3 clusters Score -4278958 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4278999.500000 Penalty: 5155.165039
	Iteration 20F: 3 clusters Score -4279000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4279064.500000 Penalty: 5155.165039
	Iteration 21Q: 3 clusters Score -4279064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -4279096.000000 Penalty: 5155.165039
	Iteration 22Q: 3 clusters Score -4279096 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4279152.500000 Penalty: 5155.165039
	Iteration 23Q: 3 clusters Score -4279152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4279189.500000 Penalty: 5155.165039
	Iteration 24Q: 3 clusters Score -4279190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4279239.000000 Penalty: 5155.165039
	Iteration 25Q: 3 clusters Score -4279239 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4279270.500000 Penalty: 5155.165039
	Iteration 26Q: 3 clusters Score -4279270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4279321.500000 Penalty: 5155.165039
	Iteration 27Q: 3 clusters Score -4279322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -4279366.000000 Penalty: 5155.165039
	Iteration 28Q: 3 clusters Score -4279366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4279411.000000 Penalty: 5155.165039
	Iteration 29Q: 3 clusters Score -4279411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4279465.500000 Penalty: 5155.165039
	Iteration 30Q: 3 clusters Score -4279466 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4279522.500000 Penalty: 5155.165039
	Iteration 31Q: 3 clusters Score -4279522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4279562.000000 Penalty: 5155.165039
	Iteration 32Q: 3 clusters Score -4279562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4279600.500000 Penalty: 5155.165039
	Iteration 33Q: 3 clusters Score -4279600 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4279646.000000 Penalty: 5155.165039
	Iteration 34Q: 3 clusters Score -4279646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4279686.500000 Penalty: 5155.165039
	Iteration 35Q: 3 clusters Score -4279686 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4279739.500000 Penalty: 5155.165039
	Iteration 36Q: 3 clusters Score -4279740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4279789.500000 Penalty: 5155.165039
	Iteration 37Q: 3 clusters Score -4279790 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4279832.000000 Penalty: 5155.165039
	Iteration 38Q: 3 clusters Score -4279832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4279876.000000 Penalty: 5155.165039
	Iteration 39Q: 3 clusters Score -4279876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4279919.000000 Penalty: 5155.165039
	Iteration 40F: 3 clusters Score -4279919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4279943.500000 Penalty: 5155.165039
	Iteration 41Q: 3 clusters Score -4279944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4279965.500000 Penalty: 5155.165039
	Iteration 42Q: 3 clusters Score -4279966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4280002.500000 Penalty: 5155.165039
	Iteration 43Q: 3 clusters Score -4280002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4280028.000000 Penalty: 5155.165039
	Iteration 44Q: 3 clusters Score -4280028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -4280033.000000 Penalty: 5155.165039
	Iteration 45Q: 3 clusters Score -4280033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4280055.500000 Penalty: 5155.165039
	Iteration 46Q: 3 clusters Score -4280056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4280063.500000 Penalty: 5155.165039
	Iteration 47Q: 3 clusters Score -4280064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4280083.500000 Penalty: 5155.165039
	Iteration 48Q: 3 clusters Score -4280084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4280109.000000 Penalty: 5155.165039
	Iteration 49Q: 3 clusters Score -4280109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4280122.500000 Penalty: 5155.165039
	Iteration 50Q: 3 clusters Score -4280122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4280124.500000 Penalty: 5155.165039
	Iteration 51Q: 3 clusters Score -4280124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4280138.000000 Penalty: 5155.165039
	Iteration 52Q: 3 clusters Score -4280138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4280155.000000 Penalty: 5155.165039
	Iteration 53Q: 3 clusters Score -4280155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4280167.000000 Penalty: 5155.165039
	Iteration 54Q: 3 clusters Score -4280167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4280197.000000 Penalty: 5155.165039
	Iteration 55Q: 3 clusters Score -4280197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4280212.000000 Penalty: 5155.165039
	Iteration 56Q: 3 clusters Score -4280212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4280217.500000 Penalty: 5155.165039
	Iteration 57Q: 3 clusters Score -4280218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4280219.000000 Penalty: 5155.165039
	Iteration 58Q: 3 clusters Score -4280219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4280229.500000 Penalty: 5155.165039
	Iteration 59Q: 3 clusters Score -4280230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4280232.000000 Penalty: 5155.165039
	Iteration 60F: 3 clusters Score -4280232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4280241.000000 Penalty: 5155.165039
	Iteration 61Q: 3 clusters Score -4280241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4280254.000000 Penalty: 5155.165039
	Iteration 62Q: 3 clusters Score -4280254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4280261.000000 Penalty: 5155.165039
	Iteration 63Q: 3 clusters Score -4280261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4280276.500000 Penalty: 5155.165039
	Iteration 64Q: 3 clusters Score -4280276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4280280.000000 Penalty: 5155.165039
	Iteration 65Q: 3 clusters Score -4280280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4280281.500000 Penalty: 5155.165039
	Iteration 66Q: 3 clusters Score -4280282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4280295.000000 Penalty: 5155.165039
	Iteration 67Q: 3 clusters Score -4280295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4280295.000000 Penalty: 5155.165039
	Iteration 68Q: 3 clusters Score -4280295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4280307.500000 Penalty: 5155.165039
	Iteration 69Q: 3 clusters Score -4280308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4280308.000000 Penalty: 5155.165039
	Iteration 70Q: 3 clusters Score -4280308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4280303.000000 Penalty: 5155.165039
	Iteration 71Q: 3 clusters Score -4280303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4280297.500000 Penalty: 5155.165039
	Iteration 72Q: 3 clusters Score -4280298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4280303.000000 Penalty: 5155.165039
	Iteration 73Q: 3 clusters Score -4280303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4280301.500000 Penalty: 5155.165039
	Iteration 74Q: 3 clusters Score -4280302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4280310.500000 Penalty: 5155.165039
	Iteration 75Q: 3 clusters Score -4280310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4280315.000000 Penalty: 5155.165039
	Iteration 76Q: 3 clusters Score -4280315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4280311.000000 Penalty: 5155.165039
	Iteration 77Q: 3 clusters Score -4280311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4280318.500000 Penalty: 5155.165039
	Iteration 78Q: 3 clusters Score -4280318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4280325.000000 Penalty: 5155.165039
	Iteration 79Q: 3 clusters Score -4280325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4280326.000000 Penalty: 5155.165039
	Iteration 80F: 3 clusters Score -4280326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4280331.000000 Penalty: 5155.165039
	Iteration 81Q: 3 clusters Score -4280331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4280331.000000 Penalty: 5155.165039
	Iteration 82F: 3 clusters Score -4280331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Entering Unmasked Estep 
Score: -21612094.000000 Penalty: 2982.783447
	Iteration 0F: 2 clusters Score -2.161209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -21504552.000000 Penalty: 5965.566895
	Iteration 0F: 3 clusters Score -2.150455e+07 nChanged 80269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -21550876.000000 Penalty: 5965.566895
	Iteration 1F: 3 clusters Score -2.155088e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -21551518.000000 Penalty: 5965.566895
	Iteration 2Q: 3 clusters Score -2.155152e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -21552344.000000 Penalty: 5965.566895
	Iteration 3Q: 3 clusters Score -2.155234e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -21553628.000000 Penalty: 5965.566895
	Iteration 4Q: 3 clusters Score -2.155363e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -21555332.000000 Penalty: 5965.566895
	Iteration 5Q: 3 clusters Score -2.155533e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -21558652.000000 Penalty: 5965.566895
	Iteration 6Q: 3 clusters Score -2.155865e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -21564310.000000 Penalty: 5965.566895
	Iteration 7F: 3 clusters Score -2.156431e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120446 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -21572536.000000 Penalty: 5965.566895
	Iteration 8F: 3 clusters Score -2.157254e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -21582760.000000 Penalty: 5965.566895
	Iteration 9F: 3 clusters Score -2.158276e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -21592680.000000 Penalty: 5965.566895
	Iteration 10F: 3 clusters Score -2.159268e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -21600146.000000 Penalty: 5965.566895
	Iteration 11F: 3 clusters Score -2.160015e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -21604570.000000 Penalty: 5965.566895
	Iteration 12Q: 3 clusters Score -2.160457e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -21607066.000000 Penalty: 5965.566895
	Iteration 13Q: 3 clusters Score -2.160707e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21608334.000000 Penalty: 5965.566895
	Iteration 14Q: 3 clusters Score -2.160833e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -21608892.000000 Penalty: 5965.566895
	Iteration 15Q: 3 clusters Score -2.160889e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21609220.000000 Penalty: 5965.566895
	Iteration 16Q: 3 clusters Score -2.160922e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21609376.000000 Penalty: 5965.566895
	Iteration 17Q: 3 clusters Score -2.160938e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21609440.000000 Penalty: 5965.566895
	Iteration 18Q: 3 clusters Score -2.160944e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21609522.000000 Penalty: 5965.566895
	Iteration 19Q: 3 clusters Score -2.160952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21609560.000000 Penalty: 5965.566895
	Iteration 20F: 3 clusters Score -2.160956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21609592.000000 Penalty: 5965.566895
	Iteration 21Q: 3 clusters Score -2.160959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21609602.000000 Penalty: 5965.566895
	Iteration 22Q: 3 clusters Score -2.16096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21609610.000000 Penalty: 5965.566895
	Iteration 23Q: 3 clusters Score -2.160961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166752 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21609632.000000 Penalty: 5965.566895
	Iteration 24Q: 3 clusters Score -2.160963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21609636.000000 Penalty: 5965.566895
	Iteration 25Q: 3 clusters Score -2.160964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166782 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21609656.000000 Penalty: 5965.566895
	Iteration 26Q: 3 clusters Score -2.160966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21609666.000000 Penalty: 5965.566895
	Iteration 27Q: 3 clusters Score -2.160967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21609652.000000 Penalty: 5965.566895
	Iteration 28Q: 3 clusters Score -2.160965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21609664.000000 Penalty: 5965.566895
	Iteration 29Q: 3 clusters Score -2.160966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21609656.000000 Penalty: 5965.566895
	Iteration 30Q: 3 clusters Score -2.160966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166808 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21609650.000000 Penalty: 5965.566895
	Iteration 31Q: 3 clusters Score -2.160965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21609680.000000 Penalty: 5965.566895
	Iteration 32Q: 3 clusters Score -2.160968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21609694.000000 Penalty: 5965.566895
	Iteration 33Q: 3 clusters Score -2.160969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166814 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21609688.000000 Penalty: 5965.566895
	Iteration 34Q: 3 clusters Score -2.160969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166814 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21609696.000000 Penalty: 5965.566895
	Iteration 35Q: 3 clusters Score -2.16097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166814 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21609690.000000 Penalty: 5965.566895
	Iteration 36Q: 3 clusters Score -2.160969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21609688.000000 Penalty: 5965.566895
	Iteration 37Q: 3 clusters Score -2.160969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21609690.000000 Penalty: 5965.566895
	Iteration 38Q: 3 clusters Score -2.160969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21609696.000000 Penalty: 5965.566895
	Iteration 39Q: 3 clusters Score -2.16097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21609682.000000 Penalty: 5965.566895
	Iteration 40F: 3 clusters Score -2.160968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21609696.000000 Penalty: 5965.566895
	Iteration 41Q: 3 clusters Score -2.16097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21609686.000000 Penalty: 5965.566895
	Iteration 42Q: 3 clusters Score -2.160969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21609686.000000 Penalty: 5965.566895
	Iteration 43F: 3 clusters Score -2.160969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47543.140625 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -47543.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46151.691406 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -46151.69 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46517.167969 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -46517.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47345.406250 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -47345.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47938.703125 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -47938.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48167.285156 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -48167.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -48271.972656 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -48271.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -48286.179688 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -48286.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -48295.960938 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -48295.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -48295.960938 Penalty: 3046.450439
	Iteration 8F: 3 clusters Score -48295.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200313 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55905 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188210 members 
Mstep: Class 8 contains 135879 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32646 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183589 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
Score: -138538480.000000 Penalty: 82755.171875
Splitting cluster 17 changes total score from -138539600.000000 to -138538480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -490527.437500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -490527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -486654.375000 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -486654.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -487525.250000 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -487525.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -487768.437500 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -487768.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -487938.031250 Penalty: 4098.101074
	Iteration 3F: 3 clusters Score -487938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -488073.031250 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -488073 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -488187.343750 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -488187.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -488291.312500 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -488291.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -488385.656250 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -488385.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -488470.343750 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -488470.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -488536.500000 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -488536.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -488593.062500 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -488593.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -488640.656250 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -488640.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -488665.968750 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -488666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -488687.125000 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -488687.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -488705.812500 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -488705.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -488719.843750 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -488719.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -488739.187500 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -488739.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -488754.937500 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -488754.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -488772.843750 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -488772.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -488787.562500 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -488787.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -488802.968750 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -488803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -488814.687500 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -488814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -488832.875000 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -488832.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -488855.406250 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -488855.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -488873.781250 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -488873.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -488887.718750 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -488887.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -488898.125000 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -488898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -488906.437500 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -488906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -488914.906250 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -488914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -488920.593750 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -488920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -488928.093750 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -488928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -488930.250000 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -488930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -488932.093750 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -488932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -488932.750000 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -488932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -488934.500000 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -488934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -488936.312500 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -488936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -488938.687500 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -488938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -488941.531250 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -488941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -488942.312500 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -488942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -488943.031250 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -488943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -488946.625000 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -488946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -488950.968750 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -488951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -488953.718750 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -488953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -488957.812500 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -488957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -488962.281250 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -488962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -488967.281250 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -488967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -488971.875000 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -488971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -488975.718750 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -488975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -488981.812500 Penalty: 4098.101074
	Iteration 48Q: 3 clusters Score -488981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -488987.156250 Penalty: 4098.101074
	Iteration 49Q: 3 clusters Score -488987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -488993.656250 Penalty: 4098.101074
	Iteration 50Q: 3 clusters Score -488993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -488997.593750 Penalty: 4098.101074
	Iteration 51Q: 3 clusters Score -488997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -489000.125000 Penalty: 4098.101074
	Iteration 52Q: 3 clusters Score -489000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -489001.937500 Penalty: 4098.101074
	Iteration 53Q: 3 clusters Score -489001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -489003.593750 Penalty: 4098.101074
	Iteration 54Q: 3 clusters Score -489003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -489004.562500 Penalty: 4098.101074
	Iteration 55Q: 3 clusters Score -489004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -489005.718750 Penalty: 4098.101074
	Iteration 56Q: 3 clusters Score -489005.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -489011.031250 Penalty: 4098.101074
	Iteration 57Q: 3 clusters Score -489011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -489011.937500 Penalty: 4098.101074
	Iteration 58Q: 3 clusters Score -489011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -489013.343750 Penalty: 4098.101074
	Iteration 59Q: 3 clusters Score -489013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -489016.843750 Penalty: 4098.101074
	Iteration 60F: 3 clusters Score -489016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -489023.781250 Penalty: 4098.101074
	Iteration 61Q: 3 clusters Score -489023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -489031.250000 Penalty: 4098.101074
	Iteration 62Q: 3 clusters Score -489031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -489038.281250 Penalty: 4098.101074
	Iteration 63Q: 3 clusters Score -489038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -489042.218750 Penalty: 4098.101074
	Iteration 64Q: 3 clusters Score -489042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -489043.781250 Penalty: 4098.101074
	Iteration 65Q: 3 clusters Score -489043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -489046.937500 Penalty: 4098.101074
	Iteration 66Q: 3 clusters Score -489046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -489052.343750 Penalty: 4098.101074
	Iteration 67Q: 3 clusters Score -489052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -489059.937500 Penalty: 4098.101074
	Iteration 68Q: 3 clusters Score -489059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -489067.968750 Penalty: 4098.101074
	Iteration 69Q: 3 clusters Score -489068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -489078.062500 Penalty: 4098.101074
	Iteration 70Q: 3 clusters Score -489078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -489087.593750 Penalty: 4098.101074
	Iteration 71Q: 3 clusters Score -489087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -489097.375000 Penalty: 4098.101074
	Iteration 72Q: 3 clusters Score -489097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -489101.968750 Penalty: 4098.101074
	Iteration 73Q: 3 clusters Score -489102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -489105.843750 Penalty: 4098.101074
	Iteration 74Q: 3 clusters Score -489105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -489113.750000 Penalty: 4098.101074
	Iteration 75Q: 3 clusters Score -489113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -489120.187500 Penalty: 4098.101074
	Iteration 76Q: 3 clusters Score -489120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -489124.750000 Penalty: 4098.101074
	Iteration 77Q: 3 clusters Score -489124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -489126.093750 Penalty: 4098.101074
	Iteration 78Q: 3 clusters Score -489126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -489126.093750 Penalty: 4098.101074
	Iteration 79F: 3 clusters Score -489126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -28228.242188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -28228.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27083.449219 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -27083.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27327.529297 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -27327.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27376.783203 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -27376.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27441.412109 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -27441.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27467.113281 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -27467.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27528.142578 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -27528.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27583.347656 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -27583.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27602.417969 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -27602.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27646.429688 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -27646.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27834.679688 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -27834.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28019.357422 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -28019.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28023.984375 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -28023.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28031.513672 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -28031.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28038.478516 Penalty: 2812.260986
	Iteration 13F: 3 clusters Score -28038.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28100.554688 Penalty: 2812.260986
	Iteration 14Q: 3 clusters Score -28100.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28109.437500 Penalty: 2812.260986
	Iteration 15Q: 3 clusters Score -28109.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28113.474609 Penalty: 2812.260986
	Iteration 16Q: 3 clusters Score -28113.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28115.095703 Penalty: 2812.260986
	Iteration 17Q: 3 clusters Score -28115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28127.031250 Penalty: 2812.260986
	Iteration 18F: 3 clusters Score -28127.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28441.449219 Penalty: 2812.260986
	Iteration 19Q: 3 clusters Score -28441.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28460.742188 Penalty: 2812.260986
	Iteration 20F: 3 clusters Score -28460.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28489.625000 Penalty: 2812.260986
	Iteration 21Q: 3 clusters Score -28489.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -28503.820312 Penalty: 2812.260986
	Iteration 22Q: 3 clusters Score -28503.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28511.990234 Penalty: 2812.260986
	Iteration 23Q: 3 clusters Score -28511.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28522.843750 Penalty: 2812.260986
	Iteration 24Q: 3 clusters Score -28522.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -28536.900391 Penalty: 2812.260986
	Iteration 25Q: 3 clusters Score -28536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -28536.900391 Penalty: 2812.260986
	Iteration 26F: 3 clusters Score -28536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200313 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55905 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188210 members 
Mstep: Class 8 contains 135879 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32646 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 183589 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 71 members 
Entering Unmasked Estep 
Score: -138537888.000000 Penalty: 82755.171875
Splitting cluster 19 changes total score from -138539600.000000 to -138537888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (183589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183589 members 
Entering Unmasked Estep 
Score: -23783706.000000 Penalty: 3005.872803
	Iteration 0F: 2 clusters Score -2.378371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -23664672.000000 Penalty: 6011.745605
	Iteration 0F: 3 clusters Score -2.366467e+07 nChanged 87879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -23716138.000000 Penalty: 6011.745605
	Iteration 1F: 3 clusters Score -2.371614e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -23716912.000000 Penalty: 6011.745605
	Iteration 2Q: 3 clusters Score -2.371691e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -23718126.000000 Penalty: 6011.745605
	Iteration 3Q: 3 clusters Score -2.371813e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -23719900.000000 Penalty: 6011.745605
	Iteration 4Q: 3 clusters Score -2.37199e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -23722226.000000 Penalty: 6011.745605
	Iteration 5Q: 3 clusters Score -2.372223e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -23726488.000000 Penalty: 6011.745605
	Iteration 6Q: 3 clusters Score -2.372649e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -23733536.000000 Penalty: 6011.745605
	Iteration 7F: 3 clusters Score -2.373354e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -23743916.000000 Penalty: 6011.745605
	Iteration 8F: 3 clusters Score -2.374392e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -23756420.000000 Penalty: 6011.745605
	Iteration 9F: 3 clusters Score -2.375642e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -23767644.000000 Penalty: 6011.745605
	Iteration 10F: 3 clusters Score -2.376764e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -23774458.000000 Penalty: 6011.745605
	Iteration 11Q: 3 clusters Score -2.377446e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 178619 members 
Entering Unmasked Estep 
Score: -23778138.000000 Penalty: 6011.745605
	Iteration 12Q: 3 clusters Score -2.377814e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 180761 members 
Entering Unmasked Estep 
Score: -23779570.000000 Penalty: 6011.745605
	Iteration 13Q: 3 clusters Score -2.377957e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 181745 members 
Entering Unmasked Estep 
Score: -23780230.000000 Penalty: 6011.745605
	Iteration 14Q: 3 clusters Score -2.378023e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -23780650.000000 Penalty: 6011.745605
	Iteration 15Q: 3 clusters Score -2.378065e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 182452 members 
Entering Unmasked Estep 
Score: -23780836.000000 Penalty: 6011.745605
	Iteration 16Q: 3 clusters Score -2.378084e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 182595 members 
Entering Unmasked Estep 
Score: -23780986.000000 Penalty: 6011.745605
	Iteration 17Q: 3 clusters Score -2.378099e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 182687 members 
Entering Unmasked Estep 
Score: -23781080.000000 Penalty: 6011.745605
	Iteration 18Q: 3 clusters Score -2.378108e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 182733 members 
Entering Unmasked Estep 
Score: -23781188.000000 Penalty: 6011.745605
	Iteration 19Q: 3 clusters Score -2.378119e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -23781220.000000 Penalty: 6011.745605
	Iteration 20F: 3 clusters Score -2.378122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 182785 members 
Entering Unmasked Estep 
Score: -23781240.000000 Penalty: 6011.745605
	Iteration 21Q: 3 clusters Score -2.378124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -23781244.000000 Penalty: 6011.745605
	Iteration 22Q: 3 clusters Score -2.378124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 182822 members 
Entering Unmasked Estep 
Score: -23781226.000000 Penalty: 6011.745605
	Iteration 23Q: 3 clusters Score -2.378123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -23781238.000000 Penalty: 6011.745605
	Iteration 24Q: 3 clusters Score -2.378124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -23781226.000000 Penalty: 6011.745605
	Iteration 25Q: 3 clusters Score -2.378123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -23781230.000000 Penalty: 6011.745605
	Iteration 26Q: 3 clusters Score -2.378123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 182823 members 
Entering Unmasked Estep 
Score: -23781242.000000 Penalty: 6011.745605
	Iteration 27Q: 3 clusters Score -2.378124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -23781246.000000 Penalty: 6011.745605
	Iteration 28Q: 3 clusters Score -2.378125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -23781230.000000 Penalty: 6011.745605
	Iteration 29Q: 3 clusters Score -2.378123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 182815 members 
Entering Unmasked Estep 
Score: -23781240.000000 Penalty: 6011.745605
	Iteration 30Q: 3 clusters Score -2.378124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 182814 members 
Entering Unmasked Estep 
Score: -23781248.000000 Penalty: 6011.745605
	Iteration 31Q: 3 clusters Score -2.378125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -23781232.000000 Penalty: 6011.745605
	Iteration 32Q: 3 clusters Score -2.378123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 182811 members 
Entering Unmasked Estep 
Score: -23781234.000000 Penalty: 6011.745605
	Iteration 33Q: 3 clusters Score -2.378123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 182809 members 
Entering Unmasked Estep 
Score: -23781238.000000 Penalty: 6011.745605
	Iteration 34Q: 3 clusters Score -2.378124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 182809 members 
Entering Unmasked Estep 
Score: -23781238.000000 Penalty: 6011.745605
	Iteration 35F: 3 clusters Score -2.378124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -211071.562500 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -211071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -208674.781250 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -208674.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209054.015625 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -209054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209150.484375 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -209150.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209210.812500 Penalty: 3668.277832
	Iteration 3Q: 3 clusters Score -209210.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209248.734375 Penalty: 3668.277832
	Iteration 4Q: 3 clusters Score -209248.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209273.671875 Penalty: 3668.277832
	Iteration 5Q: 3 clusters Score -209273.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209293.250000 Penalty: 3668.277832
	Iteration 6Q: 3 clusters Score -209293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209304.078125 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -209304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209307.375000 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -209307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209309.750000 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -209309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209314.718750 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -209314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209317.562500 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -209317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209321.625000 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -209321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209322.421875 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -209322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209322.781250 Penalty: 3668.277832
	Iteration 14Q: 3 clusters Score -209322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209323.125000 Penalty: 3668.277832
	Iteration 15Q: 3 clusters Score -209323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209323.125000 Penalty: 3668.277832
	Iteration 16F: 3 clusters Score -209323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -470331.937500 Penalty: 2044.203491
	Iteration 0F: 2 clusters Score -470331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -466558.375000 Penalty: 4088.406982
	Iteration 0F: 3 clusters Score -466558.4 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -467398.843750 Penalty: 4088.406982
	Iteration 1F: 3 clusters Score -467398.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -467599.906250 Penalty: 4088.406982
	Iteration 2F: 3 clusters Score -467599.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -467722.187500 Penalty: 4088.406982
	Iteration 3Q: 3 clusters Score -467722.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -467803.781250 Penalty: 4088.406982
	Iteration 4Q: 3 clusters Score -467803.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -467862.437500 Penalty: 4088.406982
	Iteration 5Q: 3 clusters Score -467862.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -467909.062500 Penalty: 4088.406982
	Iteration 6Q: 3 clusters Score -467909.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -467955.812500 Penalty: 4088.406982
	Iteration 7Q: 3 clusters Score -467955.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -467994.156250 Penalty: 4088.406982
	Iteration 8Q: 3 clusters Score -467994.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -468031.843750 Penalty: 4088.406982
	Iteration 9Q: 3 clusters Score -468031.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -468057.656250 Penalty: 4088.406982
	Iteration 10Q: 3 clusters Score -468057.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -468075.343750 Penalty: 4088.406982
	Iteration 11Q: 3 clusters Score -468075.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -468091.875000 Penalty: 4088.406982
	Iteration 12Q: 3 clusters Score -468091.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -468106.687500 Penalty: 4088.406982
	Iteration 13Q: 3 clusters Score -468106.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -468119.125000 Penalty: 4088.406982
	Iteration 14Q: 3 clusters Score -468119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -468133.375000 Penalty: 4088.406982
	Iteration 15Q: 3 clusters Score -468133.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -468147.968750 Penalty: 4088.406982
	Iteration 16Q: 3 clusters Score -468148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -468162.437500 Penalty: 4088.406982
	Iteration 17Q: 3 clusters Score -468162.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -468174.375000 Penalty: 4088.406982
	Iteration 18Q: 3 clusters Score -468174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -468185.375000 Penalty: 4088.406982
	Iteration 19Q: 3 clusters Score -468185.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -468204.875000 Penalty: 4088.406982
	Iteration 20F: 3 clusters Score -468204.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -468223.875000 Penalty: 4088.406982
	Iteration 21Q: 3 clusters Score -468223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -468237.187500 Penalty: 4088.406982
	Iteration 22Q: 3 clusters Score -468237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -468253.718750 Penalty: 4088.406982
	Iteration 23Q: 3 clusters Score -468253.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -468268.500000 Penalty: 4088.406982
	Iteration 24Q: 3 clusters Score -468268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -468277.687500 Penalty: 4088.406982
	Iteration 25Q: 3 clusters Score -468277.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -468285.625000 Penalty: 4088.406982
	Iteration 26Q: 3 clusters Score -468285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -468294.156250 Penalty: 4088.406982
	Iteration 27Q: 3 clusters Score -468294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -468299.812500 Penalty: 4088.406982
	Iteration 28Q: 3 clusters Score -468299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -468303.968750 Penalty: 4088.406982
	Iteration 29Q: 3 clusters Score -468304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -468310.625000 Penalty: 4088.406982
	Iteration 30Q: 3 clusters Score -468310.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -468318.437500 Penalty: 4088.406982
	Iteration 31Q: 3 clusters Score -468318.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -468331.312500 Penalty: 4088.406982
	Iteration 32Q: 3 clusters Score -468331.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -468338.062500 Penalty: 4088.406982
	Iteration 33Q: 3 clusters Score -468338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -468344.562500 Penalty: 4088.406982
	Iteration 34Q: 3 clusters Score -468344.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -468353.468750 Penalty: 4088.406982
	Iteration 35Q: 3 clusters Score -468353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -468360.062500 Penalty: 4088.406982
	Iteration 36Q: 3 clusters Score -468360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -468365.250000 Penalty: 4088.406982
	Iteration 37Q: 3 clusters Score -468365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -468371.406250 Penalty: 4088.406982
	Iteration 38Q: 3 clusters Score -468371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -468372.875000 Penalty: 4088.406982
	Iteration 39Q: 3 clusters Score -468372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -468375.875000 Penalty: 4088.406982
	Iteration 40F: 3 clusters Score -468375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -468377.281250 Penalty: 4088.406982
	Iteration 41Q: 3 clusters Score -468377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -468379.500000 Penalty: 4088.406982
	Iteration 42Q: 3 clusters Score -468379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -468381.000000 Penalty: 4088.406982
	Iteration 43Q: 3 clusters Score -468381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -468381.812500 Penalty: 4088.406982
	Iteration 44Q: 3 clusters Score -468381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -468382.125000 Penalty: 4088.406982
	Iteration 45Q: 3 clusters Score -468382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -468382.812500 Penalty: 4088.406982
	Iteration 46Q: 3 clusters Score -468382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -468384.125000 Penalty: 4088.406982
	Iteration 47Q: 3 clusters Score -468384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -468385.875000 Penalty: 4088.406982
	Iteration 48Q: 3 clusters Score -468385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -468386.312500 Penalty: 4088.406982
	Iteration 49Q: 3 clusters Score -468386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -468386.718750 Penalty: 4088.406982
	Iteration 50Q: 3 clusters Score -468386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -468387.031250 Penalty: 4088.406982
	Iteration 51Q: 3 clusters Score -468387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -468390.593750 Penalty: 4088.406982
	Iteration 52Q: 3 clusters Score -468390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -468392.781250 Penalty: 4088.406982
	Iteration 53Q: 3 clusters Score -468392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -468393.906250 Penalty: 4088.406982
	Iteration 54Q: 3 clusters Score -468393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -468394.343750 Penalty: 4088.406982
	Iteration 55Q: 3 clusters Score -468394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -468396.468750 Penalty: 4088.406982
	Iteration 56Q: 3 clusters Score -468396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -468396.312500 Penalty: 4088.406982
	Iteration 57Q: 3 clusters Score -468396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -468396.593750 Penalty: 4088.406982
	Iteration 58Q: 3 clusters Score -468396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -468396.781250 Penalty: 4088.406982
	Iteration 59Q: 3 clusters Score -468396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -468397.281250 Penalty: 4088.406982
	Iteration 60F: 3 clusters Score -468397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -67573.351562 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -67573.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66005.695312 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -66005.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66319.742188 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -66319.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66416.585938 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -66416.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66482.156250 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -66482.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66537.421875 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -66537.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66590.789062 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -66590.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66661.187500 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -66661.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66720.609375 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -66720.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66810.898438 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -66810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66958.984375 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -66958.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67223.289062 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -67223.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67627.734375 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -67627.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68466.585938 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -68466.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68522.031250 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -68522.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68533.046875 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -68533.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68537.554688 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -68537.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68542.335938 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -68542.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68545.000000 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -68545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68547.937500 Penalty: 3187.538330
	Iteration 18Q: 3 clusters Score -68547.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68547.937500 Penalty: 3187.538330
	Iteration 19F: 3 clusters Score -68547.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200313 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55905 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188210 members 
Mstep: Class 8 contains 135879 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32646 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183589 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 422 members 
Mstep: Class 24 contains 196 members 
Entering Unmasked Estep 
Score: -138538768.000000 Penalty: 82755.171875
Splitting cluster 23 changes total score from -138539600.000000 to -138538768.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200313 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55905 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188210 members 
Mstep: Class 8 contains 135879 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32646 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183589 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 159Q: 24 clusters Score -1.385396e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 200309 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55909 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188236 members 
Mstep: Class 8 contains 135868 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63815 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32641 members 
Mstep: Class 16 contains 167263 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183581 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 160F: 24 clusters Score -1.385396e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200298 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55915 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188257 members 
Mstep: Class 8 contains 135850 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32645 members 
Mstep: Class 16 contains 167260 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183583 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 161Q: 24 clusters Score -1.385397e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200301 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55921 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188264 members 
Mstep: Class 8 contains 135838 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32643 members 
Mstep: Class 16 contains 167256 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183586 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 162Q: 24 clusters Score -1.385397e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200302 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55927 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188270 members 
Mstep: Class 8 contains 135830 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32638 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183588 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 163Q: 24 clusters Score -1.385396e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200292 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55938 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188268 members 
Mstep: Class 8 contains 135818 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32634 members 
Mstep: Class 16 contains 167262 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183598 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539664.000000 Penalty: 79307.039062
Iteration 164Q: 24 clusters Score -1.385397e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200289 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55944 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188275 members 
Mstep: Class 8 contains 135814 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 32628 members 
Mstep: Class 16 contains 167264 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183596 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 79307.039062
Iteration 165Q: 24 clusters Score -1.385397e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200291 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55946 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188289 members 
Mstep: Class 8 contains 135811 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 32621 members 
Mstep: Class 16 contains 167261 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183593 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 166Q: 24 clusters Score -1.385396e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200281 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55956 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188288 members 
Mstep: Class 8 contains 135807 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 32618 members 
Mstep: Class 16 contains 167265 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183596 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 79307.039062
Iteration 167Q: 24 clusters Score -1.385397e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200278 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55961 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188303 members 
Mstep: Class 8 contains 135801 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 32613 members 
Mstep: Class 16 contains 167273 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183581 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 168Q: 24 clusters Score -1.385396e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200282 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55968 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188324 members 
Mstep: Class 8 contains 135778 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 32604 members 
Mstep: Class 16 contains 167272 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183579 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539680.000000 Penalty: 79307.039062
Iteration 169Q: 24 clusters Score -1.385397e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200278 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55974 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188347 members 
Mstep: Class 8 contains 135759 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 32598 members 
Mstep: Class 16 contains 167277 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183578 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 170Q: 24 clusters Score -1.385396e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200280 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55978 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188368 members 
Mstep: Class 8 contains 135746 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 32592 members 
Mstep: Class 16 contains 167280 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183568 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 171Q: 24 clusters Score -1.385396e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200275 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55986 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188379 members 
Mstep: Class 8 contains 135738 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 32591 members 
Mstep: Class 16 contains 167280 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183567 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 172Q: 24 clusters Score -1.385396e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 200266 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55990 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188406 members 
Mstep: Class 8 contains 135728 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 32587 members 
Mstep: Class 16 contains 167283 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183556 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539552.000000 Penalty: 79307.039062
Iteration 173Q: 24 clusters Score -1.385396e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 200263 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55993 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188425 members 
Mstep: Class 8 contains 135725 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 32582 members 
Mstep: Class 16 contains 167284 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183547 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 174Q: 24 clusters Score -1.385396e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200257 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56001 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188428 members 
Mstep: Class 8 contains 135726 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 32580 members 
Mstep: Class 16 contains 167287 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183536 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539456.000000 Penalty: 79307.039062
Iteration 175Q: 24 clusters Score -1.385395e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200264 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56001 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188445 members 
Mstep: Class 8 contains 135725 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 32580 members 
Mstep: Class 16 contains 167288 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183512 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539520.000000 Penalty: 79307.039062
Iteration 176Q: 24 clusters Score -1.385395e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200269 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55999 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188457 members 
Mstep: Class 8 contains 135725 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 32579 members 
Mstep: Class 16 contains 167287 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183500 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539472.000000 Penalty: 79307.039062
Iteration 177Q: 24 clusters Score -1.385395e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200275 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55999 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188477 members 
Mstep: Class 8 contains 135715 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32582 members 
Mstep: Class 16 contains 167286 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183478 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539472.000000 Penalty: 79307.039062
Iteration 178Q: 24 clusters Score -1.385395e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200282 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 55999 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188490 members 
Mstep: Class 8 contains 135709 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32582 members 
Mstep: Class 16 contains 167284 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183463 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539440.000000 Penalty: 79307.039062
Iteration 179Q: 24 clusters Score -1.385394e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200290 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56000 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188500 members 
Mstep: Class 8 contains 135706 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32581 members 
Mstep: Class 16 contains 167286 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183446 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539376.000000 Penalty: 79307.039062
Iteration 180F: 24 clusters Score -1.385394e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200293 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56001 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188511 members 
Mstep: Class 8 contains 135710 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32578 members 
Mstep: Class 16 contains 167284 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183429 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539488.000000 Penalty: 79307.039062
Iteration 181Q: 24 clusters Score -1.385395e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 200294 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56001 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188536 members 
Mstep: Class 8 contains 135700 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32577 members 
Mstep: Class 16 contains 167285 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183414 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 182Q: 24 clusters Score -1.385396e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200302 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56002 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188546 members 
Mstep: Class 8 contains 135694 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 32576 members 
Mstep: Class 16 contains 167289 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183401 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 183Q: 24 clusters Score -1.385396e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200303 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56005 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188545 members 
Mstep: Class 8 contains 135680 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32576 members 
Mstep: Class 16 contains 167290 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183408 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 184Q: 24 clusters Score -1.385396e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200309 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56009 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188565 members 
Mstep: Class 8 contains 135664 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32574 members 
Mstep: Class 16 contains 167285 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183400 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 185Q: 24 clusters Score -1.385397e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200308 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56014 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188584 members 
Mstep: Class 8 contains 135649 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32573 members 
Mstep: Class 16 contains 167282 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183398 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539776.000000 Penalty: 79307.039062
Iteration 186Q: 24 clusters Score -1.385398e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200304 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56015 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188599 members 
Mstep: Class 8 contains 135650 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32572 members 
Mstep: Class 16 contains 167277 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183391 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 187Q: 24 clusters Score -1.385396e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200307 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56019 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188610 members 
Mstep: Class 8 contains 135645 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63825 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32567 members 
Mstep: Class 16 contains 167276 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183382 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 188Q: 24 clusters Score -1.385396e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 200297 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56023 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188627 members 
Mstep: Class 8 contains 135645 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63826 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32567 members 
Mstep: Class 16 contains 167274 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183371 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 189Q: 24 clusters Score -1.385396e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200294 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56027 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188634 members 
Mstep: Class 8 contains 135643 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63825 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32569 members 
Mstep: Class 16 contains 167272 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183365 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 24 clusters Score -1.385396e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200289 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56032 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188653 members 
Mstep: Class 8 contains 135636 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32565 members 
Mstep: Class 16 contains 167268 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183362 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 191Q: 24 clusters Score -1.385396e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200284 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56037 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188665 members 
Mstep: Class 8 contains 135637 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32563 members 
Mstep: Class 16 contains 167263 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183360 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 192Q: 24 clusters Score -1.385396e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200272 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56041 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188683 members 
Mstep: Class 8 contains 135635 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27394 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32563 members 
Mstep: Class 16 contains 167261 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183355 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 193Q: 24 clusters Score -1.385396e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200258 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56045 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188707 members 
Mstep: Class 8 contains 135627 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32563 members 
Mstep: Class 16 contains 167259 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183349 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 194Q: 24 clusters Score -1.385396e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200252 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56048 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188724 members 
Mstep: Class 8 contains 135619 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32561 members 
Mstep: Class 16 contains 167259 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183346 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 195Q: 24 clusters Score -1.385396e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 200250 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56049 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188730 members 
Mstep: Class 8 contains 135612 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32560 members 
Mstep: Class 16 contains 167262 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183346 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539536.000000 Penalty: 79307.039062
Iteration 196Q: 24 clusters Score -1.385395e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200243 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56053 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188744 members 
Mstep: Class 8 contains 135607 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32559 members 
Mstep: Class 16 contains 167264 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183341 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539552.000000 Penalty: 79307.039062
Iteration 197Q: 24 clusters Score -1.385396e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200231 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56058 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188754 members 
Mstep: Class 8 contains 135606 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27393 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32558 members 
Mstep: Class 16 contains 167262 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183341 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539536.000000 Penalty: 79307.039062
Iteration 198Q: 24 clusters Score -1.385395e+08 nChanged 51
Entering ConstructFrom: 
Score: -138539536.000000 Penalty: 79307.039062
Entering ConstructFrom: 
Trying to split cluster 1 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -676297.000000 Penalty: 2136.306396
	Iteration 0F: 2 clusters Score -676297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -671466.875000 Penalty: 4272.612793
	Iteration 0F: 3 clusters Score -671466.9 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -672708.812500 Penalty: 4272.612793
	Iteration 1F: 3 clusters Score -672708.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -672979.750000 Penalty: 4272.612793
	Iteration 2F: 3 clusters Score -672979.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -673211.125000 Penalty: 4272.612793
	Iteration 3F: 3 clusters Score -673211.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -673428.062500 Penalty: 4272.612793
	Iteration 4Q: 3 clusters Score -673428.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -673625.937500 Penalty: 4272.612793
	Iteration 5Q: 3 clusters Score -673625.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -673794.375000 Penalty: 4272.612793
	Iteration 6Q: 3 clusters Score -673794.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -673938.062500 Penalty: 4272.612793
	Iteration 7Q: 3 clusters Score -673938.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -674058.875000 Penalty: 4272.612793
	Iteration 8Q: 3 clusters Score -674058.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -674162.562500 Penalty: 4272.612793
	Iteration 9Q: 3 clusters Score -674162.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -674238.187500 Penalty: 4272.612793
	Iteration 10Q: 3 clusters Score -674238.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -674307.750000 Penalty: 4272.612793
	Iteration 11Q: 3 clusters Score -674307.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -674359.875000 Penalty: 4272.612793
	Iteration 12Q: 3 clusters Score -674359.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -674422.437500 Penalty: 4272.612793
	Iteration 13Q: 3 clusters Score -674422.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -674497.625000 Penalty: 4272.612793
	Iteration 14Q: 3 clusters Score -674497.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -674568.000000 Penalty: 4272.612793
	Iteration 15Q: 3 clusters Score -674568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -674632.187500 Penalty: 4272.612793
	Iteration 16Q: 3 clusters Score -674632.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -674686.625000 Penalty: 4272.612793
	Iteration 17Q: 3 clusters Score -674686.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -674733.312500 Penalty: 4272.612793
	Iteration 18Q: 3 clusters Score -674733.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -674756.437500 Penalty: 4272.612793
	Iteration 19Q: 3 clusters Score -674756.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -674774.687500 Penalty: 4272.612793
	Iteration 20F: 3 clusters Score -674774.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -674785.375000 Penalty: 4272.612793
	Iteration 21Q: 3 clusters Score -674785.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -674794.000000 Penalty: 4272.612793
	Iteration 22Q: 3 clusters Score -674794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -674801.937500 Penalty: 4272.612793
	Iteration 23Q: 3 clusters Score -674801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -674806.875000 Penalty: 4272.612793
	Iteration 24Q: 3 clusters Score -674806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -674812.062500 Penalty: 4272.612793
	Iteration 25Q: 3 clusters Score -674812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -674818.937500 Penalty: 4272.612793
	Iteration 26Q: 3 clusters Score -674818.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -674824.437500 Penalty: 4272.612793
	Iteration 27Q: 3 clusters Score -674824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -674827.312500 Penalty: 4272.612793
	Iteration 28Q: 3 clusters Score -674827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -674829.437500 Penalty: 4272.612793
	Iteration 29Q: 3 clusters Score -674829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -674832.062500 Penalty: 4272.612793
	Iteration 30Q: 3 clusters Score -674832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -674834.125000 Penalty: 4272.612793
	Iteration 31Q: 3 clusters Score -674834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -674834.562500 Penalty: 4272.612793
	Iteration 32Q: 3 clusters Score -674834.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -674834.875000 Penalty: 4272.612793
	Iteration 33Q: 3 clusters Score -674834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -674837.125000 Penalty: 4272.612793
	Iteration 34Q: 3 clusters Score -674837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -674836.937500 Penalty: 4272.612793
	Iteration 35Q: 3 clusters Score -674836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -674837.125000 Penalty: 4272.612793
	Iteration 36Q: 3 clusters Score -674837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -674837.125000 Penalty: 4272.612793
	Iteration 37F: 3 clusters Score -674837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200219 members 
Entering Unmasked Estep 
Score: -25821332.000000 Penalty: 3027.377441
	Iteration 0F: 2 clusters Score -2.582133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -25691572.000000 Penalty: 6054.754883
	Iteration 0F: 3 clusters Score -2.569157e+07 nChanged 96171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -25747046.000000 Penalty: 6054.754883
	Iteration 1F: 3 clusters Score -2.574705e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -25747708.000000 Penalty: 6054.754883
	Iteration 2Q: 3 clusters Score -2.574771e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -25748620.000000 Penalty: 6054.754883
	Iteration 3Q: 3 clusters Score -2.574862e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -25749788.000000 Penalty: 6054.754883
	Iteration 4Q: 3 clusters Score -2.574979e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -25751836.000000 Penalty: 6054.754883
	Iteration 5Q: 3 clusters Score -2.575184e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -25754834.000000 Penalty: 6054.754883
	Iteration 6Q: 3 clusters Score -2.575483e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -25760480.000000 Penalty: 6054.754883
	Iteration 7Q: 3 clusters Score -2.576048e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -25768434.000000 Penalty: 6054.754883
	Iteration 8F: 3 clusters Score -2.576843e+07 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -25779282.000000 Penalty: 6054.754883
	Iteration 9F: 3 clusters Score -2.577928e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -25789268.000000 Penalty: 6054.754883
	Iteration 10F: 3 clusters Score -2.578927e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -25795540.000000 Penalty: 6054.754883
	Iteration 11F: 3 clusters Score -2.579554e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125841 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -25798758.000000 Penalty: 6054.754883
	Iteration 12Q: 3 clusters Score -2.579876e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -25800784.000000 Penalty: 6054.754883
	Iteration 13Q: 3 clusters Score -2.580078e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -25802522.000000 Penalty: 6054.754883
	Iteration 14Q: 3 clusters Score -2.580252e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -25804028.000000 Penalty: 6054.754883
	Iteration 15Q: 3 clusters Score -2.580403e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135464 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -25805368.000000 Penalty: 6054.754883
	Iteration 16Q: 3 clusters Score -2.580537e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -25806688.000000 Penalty: 6054.754883
	Iteration 17Q: 3 clusters Score -2.580669e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -25807782.000000 Penalty: 6054.754883
	Iteration 18Q: 3 clusters Score -2.580778e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141829 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -25808800.000000 Penalty: 6054.754883
	Iteration 19Q: 3 clusters Score -2.58088e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -25809510.000000 Penalty: 6054.754883
	Iteration 20F: 3 clusters Score -2.580951e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -25810358.000000 Penalty: 6054.754883
	Iteration 21Q: 3 clusters Score -2.581036e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -25811126.000000 Penalty: 6054.754883
	Iteration 22Q: 3 clusters Score -2.581113e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -25811690.000000 Penalty: 6054.754883
	Iteration 23Q: 3 clusters Score -2.581169e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -25812198.000000 Penalty: 6054.754883
	Iteration 24Q: 3 clusters Score -2.58122e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -25812818.000000 Penalty: 6054.754883
	Iteration 25Q: 3 clusters Score -2.581282e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -25813642.000000 Penalty: 6054.754883
	Iteration 26Q: 3 clusters Score -2.581364e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -25814240.000000 Penalty: 6054.754883
	Iteration 27Q: 3 clusters Score -2.581424e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -25814814.000000 Penalty: 6054.754883
	Iteration 28Q: 3 clusters Score -2.581481e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -25815494.000000 Penalty: 6054.754883
	Iteration 29Q: 3 clusters Score -2.581549e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -25816128.000000 Penalty: 6054.754883
	Iteration 30Q: 3 clusters Score -2.581613e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -25816820.000000 Penalty: 6054.754883
	Iteration 31Q: 3 clusters Score -2.581682e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -25817304.000000 Penalty: 6054.754883
	Iteration 32Q: 3 clusters Score -2.58173e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -25817824.000000 Penalty: 6054.754883
	Iteration 33Q: 3 clusters Score -2.581782e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -25818366.000000 Penalty: 6054.754883
	Iteration 34Q: 3 clusters Score -2.581837e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -25818954.000000 Penalty: 6054.754883
	Iteration 35Q: 3 clusters Score -2.581895e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170392 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -25819280.000000 Penalty: 6054.754883
	Iteration 36Q: 3 clusters Score -2.581928e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -25819486.000000 Penalty: 6054.754883
	Iteration 37Q: 3 clusters Score -2.581949e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173278 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -25819768.000000 Penalty: 6054.754883
	Iteration 38Q: 3 clusters Score -2.581977e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -25819960.000000 Penalty: 6054.754883
	Iteration 39Q: 3 clusters Score -2.581996e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -25820112.000000 Penalty: 6054.754883
	Iteration 40F: 3 clusters Score -2.582011e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -25820282.000000 Penalty: 6054.754883
	Iteration 41Q: 3 clusters Score -2.582028e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -25820370.000000 Penalty: 6054.754883
	Iteration 42Q: 3 clusters Score -2.582037e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179831 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -25820536.000000 Penalty: 6054.754883
	Iteration 43Q: 3 clusters Score -2.582054e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180925 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -25820618.000000 Penalty: 6054.754883
	Iteration 44Q: 3 clusters Score -2.582062e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -25820690.000000 Penalty: 6054.754883
	Iteration 45Q: 3 clusters Score -2.582069e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182875 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -25820822.000000 Penalty: 6054.754883
	Iteration 46Q: 3 clusters Score -2.582082e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -25820828.000000 Penalty: 6054.754883
	Iteration 47Q: 3 clusters Score -2.582083e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -25820730.000000 Penalty: 6054.754883
	Iteration 48Q: 3 clusters Score -2.582073e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185395 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -25820548.000000 Penalty: 6054.754883
	Iteration 49Q: 3 clusters Score -2.582055e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186140 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -25820484.000000 Penalty: 6054.754883
	Iteration 50Q: 3 clusters Score -2.582048e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186843 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -25820428.000000 Penalty: 6054.754883
	Iteration 51Q: 3 clusters Score -2.582043e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -25820346.000000 Penalty: 6054.754883
	Iteration 52Q: 3 clusters Score -2.582035e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -25820314.000000 Penalty: 6054.754883
	Iteration 53Q: 3 clusters Score -2.582031e+07 nChanged 616
Entering Unmasked Mstep 
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Mstep: Class 1 contains 188802 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -25820368.000000 Penalty: 6054.754883
	Iteration 54Q: 3 clusters Score -2.582037e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189387 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -25820298.000000 Penalty: 6054.754883
	Iteration 55Q: 3 clusters Score -2.58203e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189913 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -25820292.000000 Penalty: 6054.754883
	Iteration 56Q: 3 clusters Score -2.582029e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190408 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -25820248.000000 Penalty: 6054.754883
	Iteration 57Q: 3 clusters Score -2.582025e+07 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 190881 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.582013e+07 nChanged 448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 191329 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.581996e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -25819892.000000 Penalty: 6054.754883
	Iteration 60F: 3 clusters Score -2.581989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192080 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -25819854.000000 Penalty: 6054.754883
	Iteration 61Q: 3 clusters Score -2.581985e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192396 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -25819850.000000 Penalty: 6054.754883
	Iteration 62Q: 3 clusters Score -2.581985e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192737 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.581983e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193084 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -25819706.000000 Penalty: 6054.754883
	Iteration 64Q: 3 clusters Score -2.581971e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193421 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -25819664.000000 Penalty: 6054.754883
	Iteration 65Q: 3 clusters Score -2.581966e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -25819636.000000 Penalty: 6054.754883
	Iteration 66Q: 3 clusters Score -2.581964e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193994 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -25819562.000000 Penalty: 6054.754883
	Iteration 67Q: 3 clusters Score -2.581956e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194259 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.581957e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194514 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -25819500.000000 Penalty: 6054.754883
	Iteration 69Q: 3 clusters Score -2.58195e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194744 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.581951e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194965 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.581951e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195173 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -25819434.000000 Penalty: 6054.754883
	Iteration 72Q: 3 clusters Score -2.581943e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195380 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -25819432.000000 Penalty: 6054.754883
	Iteration 73Q: 3 clusters Score -2.581943e+07 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195552 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -25819400.000000 Penalty: 6054.754883
	Iteration 74Q: 3 clusters Score -2.58194e+07 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195716 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -25819374.000000 Penalty: 6054.754883
	Iteration 75Q: 3 clusters Score -2.581937e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195878 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -25819352.000000 Penalty: 6054.754883
	Iteration 76Q: 3 clusters Score -2.581935e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -25819356.000000 Penalty: 6054.754883
	Iteration 77Q: 3 clusters Score -2.581936e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196183 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.581936e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196341 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -25819324.000000 Penalty: 6054.754883
	Iteration 79Q: 3 clusters Score -2.581932e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196498 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -25819326.000000 Penalty: 6054.754883
	Iteration 80F: 3 clusters Score -2.581933e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196648 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -25819308.000000 Penalty: 6054.754883
	Iteration 81Q: 3 clusters Score -2.581931e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196771 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -25819282.000000 Penalty: 6054.754883
	Iteration 82Q: 3 clusters Score -2.581928e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -25819286.000000 Penalty: 6054.754883
	Iteration 83Q: 3 clusters Score -2.581929e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197013 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -25819252.000000 Penalty: 6054.754883
	Iteration 84Q: 3 clusters Score -2.581925e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197141 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -25819250.000000 Penalty: 6054.754883
	Iteration 85Q: 3 clusters Score -2.581925e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197244 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -25819244.000000 Penalty: 6054.754883
	Iteration 86Q: 3 clusters Score -2.581924e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197357 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -25819242.000000 Penalty: 6054.754883
	Iteration 87Q: 3 clusters Score -2.581924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197458 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -25819236.000000 Penalty: 6054.754883
	Iteration 88Q: 3 clusters Score -2.581924e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197557 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -25819266.000000 Penalty: 6054.754883
	Iteration 89Q: 3 clusters Score -2.581927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -25819232.000000 Penalty: 6054.754883
	Iteration 90Q: 3 clusters Score -2.581923e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -25819212.000000 Penalty: 6054.754883
	Iteration 91Q: 3 clusters Score -2.581921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197737 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -25819196.000000 Penalty: 6054.754883
	Iteration 92Q: 3 clusters Score -2.58192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -25819202.000000 Penalty: 6054.754883
	Iteration 93Q: 3 clusters Score -2.58192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197810 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.58192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197845 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -25819186.000000 Penalty: 6054.754883
	Iteration 95Q: 3 clusters Score -2.581919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197879 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25819154.000000 Penalty: 6054.754883
	Iteration 96Q: 3 clusters Score -2.581915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197909 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -25819124.000000 Penalty: 6054.754883
	Iteration 97Q: 3 clusters Score -2.581912e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -25819128.000000 Penalty: 6054.754883
	Iteration 98Q: 3 clusters Score -2.581913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -25819158.000000 Penalty: 6054.754883
	Iteration 99Q: 3 clusters Score -2.581916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198001 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -25819138.000000 Penalty: 6054.754883
	Iteration 100F: 3 clusters Score -2.581914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198024 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -25819116.000000 Penalty: 6054.754883
	Iteration 101Q: 3 clusters Score -2.581912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198048 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25819114.000000 Penalty: 6054.754883
	Iteration 102Q: 3 clusters Score -2.581911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198070 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -25819134.000000 Penalty: 6054.754883
	Iteration 103Q: 3 clusters Score -2.581913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198088 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25819142.000000 Penalty: 6054.754883
	Iteration 104Q: 3 clusters Score -2.581914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198100 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.581912e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25819148.000000 Penalty: 6054.754883
	Iteration 106Q: 3 clusters Score -2.581915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198121 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -25819144.000000 Penalty: 6054.754883
	Iteration 107Q: 3 clusters Score -2.581914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198130 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25819130.000000 Penalty: 6054.754883
	Iteration 108Q: 3 clusters Score -2.581913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -25819154.000000 Penalty: 6054.754883
	Iteration 109Q: 3 clusters Score -2.581915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198150 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -25819136.000000 Penalty: 6054.754883
	Iteration 110Q: 3 clusters Score -2.581914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198161 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -25819126.000000 Penalty: 6054.754883
	Iteration 111Q: 3 clusters Score -2.581913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198171 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -25819122.000000 Penalty: 6054.754883
	Iteration 112Q: 3 clusters Score -2.581912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198183 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25819128.000000 Penalty: 6054.754883
	Iteration 113Q: 3 clusters Score -2.581913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25819132.000000 Penalty: 6054.754883
	Iteration 114Q: 3 clusters Score -2.581913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25819128.000000 Penalty: 6054.754883
	Iteration 115Q: 3 clusters Score -2.581913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198211 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -25819148.000000 Penalty: 6054.754883
	Iteration 116Q: 3 clusters Score -2.581915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198219 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -25819146.000000 Penalty: 6054.754883
	Iteration 117Q: 3 clusters Score -2.581915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198227 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25819142.000000 Penalty: 6054.754883
	Iteration 118Q: 3 clusters Score -2.581914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -25819132.000000 Penalty: 6054.754883
	Iteration 119Q: 3 clusters Score -2.581913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -25819156.000000 Penalty: 6054.754883
	Iteration 120F: 3 clusters Score -2.581916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198254 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -25819154.000000 Penalty: 6054.754883
	Iteration 121Q: 3 clusters Score -2.581915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198267 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -25819144.000000 Penalty: 6054.754883
	Iteration 122Q: 3 clusters Score -2.581914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198275 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25819152.000000 Penalty: 6054.754883
	Iteration 123Q: 3 clusters Score -2.581915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25819154.000000 Penalty: 6054.754883
	Iteration 124Q: 3 clusters Score -2.581915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198291 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -25819152.000000 Penalty: 6054.754883
	Iteration 125Q: 3 clusters Score -2.581915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -25819166.000000 Penalty: 6054.754883
	Iteration 126Q: 3 clusters Score -2.581917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198303 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -25819142.000000 Penalty: 6054.754883
	Iteration 127Q: 3 clusters Score -2.581914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -25819134.000000 Penalty: 6054.754883
	Iteration 128Q: 3 clusters Score -2.581913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25819136.000000 Penalty: 6054.754883
	Iteration 129Q: 3 clusters Score -2.581914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25819128.000000 Penalty: 6054.754883
	Iteration 130Q: 3 clusters Score -2.581913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -25819128.000000 Penalty: 6054.754883
	Iteration 131F: 3 clusters Score -2.581913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -113867.781250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -113867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112016.906250 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -112016.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112494.695312 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -112494.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -112811.703125 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -112811.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113359.882812 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -113359.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113973.835938 Penalty: 3436.554688
	Iteration 4F: 3 clusters Score -113973.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -114224.218750 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -114224.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114388.210938 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -114388.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114514.171875 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -114514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114603.390625 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -114603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114656.609375 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -114656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114673.726562 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -114673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114675.843750 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -114675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114675.843750 Penalty: 3436.554688
	Iteration 12F: 3 clusters Score -114675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56065 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 444 members 
Entering Unmasked Estep 
Score: -138538544.000000 Penalty: 82755.171875
Splitting cluster 3 changes total score from -138539536.000000 to -138538544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -144166.125000 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -144166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142097.968750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -142098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -142484.296875 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -142484.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142630.718750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -142630.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142790.421875 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -142790.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142930.437500 Penalty: 3524.469971
	Iteration 4F: 3 clusters Score -142930.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143020.703125 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -143020.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143089.546875 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -143089.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -143134.953125 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -143135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143171.703125 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -143171.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -143209.453125 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -143209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143231.703125 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -143231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -143239.703125 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -143239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -143244.312500 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -143244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -143247.125000 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -143247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -143248.453125 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -143248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143252.921875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -143252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -143261.078125 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -143261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -143261.484375 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -143261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -143262.437500 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -143262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -143262.890625 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -143262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -143262.890625 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -143262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Entering Unmasked Estep 
Score: -7053418.500000 Penalty: 2711.698242
	Iteration 0F: 2 clusters Score -7053418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -7015769.500000 Penalty: 5423.396484
	Iteration 0F: 3 clusters Score -7015770 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -7029931.000000 Penalty: 5423.396484
	Iteration 1F: 3 clusters Score -7029931 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7030513.500000 Penalty: 5423.396484
	Iteration 2Q: 3 clusters Score -7030514 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -7031106.500000 Penalty: 5423.396484
	Iteration 3Q: 3 clusters Score -7031106 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7031898.000000 Penalty: 5423.396484
	Iteration 4Q: 3 clusters Score -7031898 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -7033052.000000 Penalty: 5423.396484
	Iteration 5Q: 3 clusters Score -7033052 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -7034875.500000 Penalty: 5423.396484
	Iteration 6F: 3 clusters Score -7034876 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -7037468.000000 Penalty: 5423.396484
	Iteration 7F: 3 clusters Score -7037468 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -7041086.500000 Penalty: 5423.396484
	Iteration 8F: 3 clusters Score -7041086 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -7044964.000000 Penalty: 5423.396484
	Iteration 9F: 3 clusters Score -7044964 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7047998.500000 Penalty: 5423.396484
	Iteration 10F: 3 clusters Score -7047998 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7049870.000000 Penalty: 5423.396484
	Iteration 11Q: 3 clusters Score -7049870 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7050686.500000 Penalty: 5423.396484
	Iteration 12Q: 3 clusters Score -7050686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7050951.000000 Penalty: 5423.396484
	Iteration 13Q: 3 clusters Score -7050951 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7051072.000000 Penalty: 5423.396484
	Iteration 14Q: 3 clusters Score -7051072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7051131.500000 Penalty: 5423.396484
	Iteration 15Q: 3 clusters Score -7051132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7051160.000000 Penalty: 5423.396484
	Iteration 16Q: 3 clusters Score -7051160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7051177.000000 Penalty: 5423.396484
	Iteration 17Q: 3 clusters Score -7051177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7051181.500000 Penalty: 5423.396484
	Iteration 18Q: 3 clusters Score -7051182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7051182.500000 Penalty: 5423.396484
	Iteration 19Q: 3 clusters Score -7051182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7051185.500000 Penalty: 5423.396484
	Iteration 20F: 3 clusters Score -7051186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7051187.000000 Penalty: 5423.396484
	Iteration 21Q: 3 clusters Score -7051187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7051187.000000 Penalty: 5423.396484
	Iteration 22F: 3 clusters Score -7051187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -92086.601562 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -92086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90321.585938 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90321.59 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90644.593750 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90644.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90737.687500 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90737.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90832.757812 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90832.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90952.593750 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90952.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91044.953125 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -91044.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91169.140625 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -91169.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91300.015625 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -91300.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91386.312500 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -91386.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91468.250000 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -91468.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91539.640625 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -91539.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91611.039062 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -91611.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91709.242188 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -91709.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91864.804688 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -91864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92089.742188 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -92089.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92407.601562 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -92407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92600.101562 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -92600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92606.570312 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -92606.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92606.570312 Penalty: 3324.172363
	Iteration 18F: 3 clusters Score -92606.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56065 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 363 members 
Entering Unmasked Estep 
Score: -138538160.000000 Penalty: 82755.171875
Splitting cluster 6 changes total score from -138539536.000000 to -138538160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (188766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Entering Unmasked Estep 
Score: -24391866.000000 Penalty: 3012.769287
	Iteration 0F: 2 clusters Score -2.439187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -24267622.000000 Penalty: 6025.538574
	Iteration 0F: 3 clusters Score -2.426762e+07 nChanged 90830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -24320860.000000 Penalty: 6025.538574
	Iteration 1F: 3 clusters Score -2.432086e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -24321980.000000 Penalty: 6025.538574
	Iteration 2Q: 3 clusters Score -2.432198e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -24323698.000000 Penalty: 6025.538574
	Iteration 3Q: 3 clusters Score -2.43237e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 112708 members 
Entering Unmasked Estep 
Score: -24326422.000000 Penalty: 6025.538574
	Iteration 4Q: 3 clusters Score -2.432642e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -24331228.000000 Penalty: 6025.538574
	Iteration 5F: 3 clusters Score -2.433123e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 134228 members 
Entering Unmasked Estep 
Score: -24339302.000000 Penalty: 6025.538574
	Iteration 6F: 3 clusters Score -2.43393e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -24352122.000000 Penalty: 6025.538574
	Iteration 7F: 3 clusters Score -2.435212e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -24367872.000000 Penalty: 6025.538574
	Iteration 8F: 3 clusters Score -2.436787e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -24380054.000000 Penalty: 6025.538574
	Iteration 9F: 3 clusters Score -2.438005e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 185037 members 
Entering Unmasked Estep 
Score: -24386266.000000 Penalty: 6025.538574
	Iteration 10Q: 3 clusters Score -2.438627e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -24388284.000000 Penalty: 6025.538574
	Iteration 11Q: 3 clusters Score -2.438828e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -24388788.000000 Penalty: 6025.538574
	Iteration 12Q: 3 clusters Score -2.438879e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -24388932.000000 Penalty: 6025.538574
	Iteration 13Q: 3 clusters Score -2.438893e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 188459 members 
Entering Unmasked Estep 
Score: -24389022.000000 Penalty: 6025.538574
	Iteration 14Q: 3 clusters Score -2.438902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188484 members 
Entering Unmasked Estep 
Score: -24389092.000000 Penalty: 6025.538574
	Iteration 15Q: 3 clusters Score -2.438909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 188501 members 
Entering Unmasked Estep 
Score: -24389118.000000 Penalty: 6025.538574
	Iteration 16Q: 3 clusters Score -2.438912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188514 members 
Entering Unmasked Estep 
Score: -24389140.000000 Penalty: 6025.538574
	Iteration 17Q: 3 clusters Score -2.438914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -24389156.000000 Penalty: 6025.538574
	Iteration 18Q: 3 clusters Score -2.438916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -24389146.000000 Penalty: 6025.538574
	Iteration 19Q: 3 clusters Score -2.438915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -24389158.000000 Penalty: 6025.538574
	Iteration 20F: 3 clusters Score -2.438916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
Score: -24389154.000000 Penalty: 6025.538574
	Iteration 21Q: 3 clusters Score -2.438915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
Score: -24389154.000000 Penalty: 6025.538574
	Iteration 22F: 3 clusters Score -2.438915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Entering Unmasked Estep 
Score: -17604064.000000 Penalty: 2930.734863
	Iteration 0F: 2 clusters Score -1.760406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -17513648.000000 Penalty: 5861.469727
	Iteration 0F: 3 clusters Score -1.751365e+07 nChanged 64667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -17551566.000000 Penalty: 5861.469727
	Iteration 1F: 3 clusters Score -1.755157e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -17552760.000000 Penalty: 5861.469727
	Iteration 2Q: 3 clusters Score -1.755276e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -17554312.000000 Penalty: 5861.469727
	Iteration 3Q: 3 clusters Score -1.755431e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -17556438.000000 Penalty: 5861.469727
	Iteration 4Q: 3 clusters Score -1.755644e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -17559346.000000 Penalty: 5861.469727
	Iteration 5Q: 3 clusters Score -1.755935e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -17563416.000000 Penalty: 5861.469727
	Iteration 6F: 3 clusters Score -1.756342e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -17568676.000000 Penalty: 5861.469727
	Iteration 7F: 3 clusters Score -1.756868e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -17574642.000000 Penalty: 5861.469727
	Iteration 8F: 3 clusters Score -1.757464e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -17579784.000000 Penalty: 5861.469727
	Iteration 9F: 3 clusters Score -1.757978e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -17583036.000000 Penalty: 5861.469727
	Iteration 10F: 3 clusters Score -1.758304e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -17584510.000000 Penalty: 5861.469727
	Iteration 11Q: 3 clusters Score -1.758451e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -17585114.000000 Penalty: 5861.469727
	Iteration 12Q: 3 clusters Score -1.758511e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -17585358.000000 Penalty: 5861.469727
	Iteration 13Q: 3 clusters Score -1.758536e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -17585570.000000 Penalty: 5861.469727
	Iteration 14Q: 3 clusters Score -1.758557e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -17585722.000000 Penalty: 5861.469727
	Iteration 15Q: 3 clusters Score -1.758572e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -17585858.000000 Penalty: 5861.469727
	Iteration 16Q: 3 clusters Score -1.758586e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -17586078.000000 Penalty: 5861.469727
	Iteration 17Q: 3 clusters Score -1.758608e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -17586392.000000 Penalty: 5861.469727
	Iteration 18Q: 3 clusters Score -1.758639e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -17586676.000000 Penalty: 5861.469727
	Iteration 19Q: 3 clusters Score -1.758668e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -17586996.000000 Penalty: 5861.469727
	Iteration 20F: 3 clusters Score -1.7587e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -17587328.000000 Penalty: 5861.469727
	Iteration 21Q: 3 clusters Score -1.758733e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -17587704.000000 Penalty: 5861.469727
	Iteration 22Q: 3 clusters Score -1.75877e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -17588220.000000 Penalty: 5861.469727
	Iteration 23Q: 3 clusters Score -1.758822e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -17588800.000000 Penalty: 5861.469727
	Iteration 24Q: 3 clusters Score -1.75888e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -17589368.000000 Penalty: 5861.469727
	Iteration 25Q: 3 clusters Score -1.758937e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -17589992.000000 Penalty: 5861.469727
	Iteration 26Q: 3 clusters Score -1.758999e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -17590758.000000 Penalty: 5861.469727
	Iteration 27Q: 3 clusters Score -1.759076e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -17591628.000000 Penalty: 5861.469727
	Iteration 28Q: 3 clusters Score -1.759163e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -17592658.000000 Penalty: 5861.469727
	Iteration 29Q: 3 clusters Score -1.759266e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -17593570.000000 Penalty: 5861.469727
	Iteration 30Q: 3 clusters Score -1.759357e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -17594476.000000 Penalty: 5861.469727
	Iteration 31Q: 3 clusters Score -1.759448e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -17595426.000000 Penalty: 5861.469727
	Iteration 32Q: 3 clusters Score -1.759543e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -17596186.000000 Penalty: 5861.469727
	Iteration 33Q: 3 clusters Score -1.759619e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 123532 members 
Entering Unmasked Estep 
Score: -17596984.000000 Penalty: 5861.469727
	Iteration 34Q: 3 clusters Score -1.759698e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -17597676.000000 Penalty: 5861.469727
	Iteration 35Q: 3 clusters Score -1.759768e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 126762 members 
Entering Unmasked Estep 
Score: -17598348.000000 Penalty: 5861.469727
	Iteration 36Q: 3 clusters Score -1.759835e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -17598962.000000 Penalty: 5861.469727
	Iteration 37Q: 3 clusters Score -1.759896e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 129227 members 
Entering Unmasked Estep 
Score: -17599472.000000 Penalty: 5861.469727
	Iteration 38Q: 3 clusters Score -1.759947e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
Score: -17599904.000000 Penalty: 5861.469727
	Iteration 39Q: 3 clusters Score -1.75999e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -17600170.000000 Penalty: 5861.469727
	Iteration 40F: 3 clusters Score -1.760017e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -17600582.000000 Penalty: 5861.469727
	Iteration 41Q: 3 clusters Score -1.760058e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -17600832.000000 Penalty: 5861.469727
	Iteration 42Q: 3 clusters Score -1.760083e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -17601076.000000 Penalty: 5861.469727
	Iteration 43Q: 3 clusters Score -1.760108e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -17601186.000000 Penalty: 5861.469727
	Iteration 44Q: 3 clusters Score -1.760119e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 133240 members 
Entering Unmasked Estep 
Score: -17601262.000000 Penalty: 5861.469727
	Iteration 45Q: 3 clusters Score -1.760126e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -17601332.000000 Penalty: 5861.469727
	Iteration 46Q: 3 clusters Score -1.760133e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 133601 members 
Entering Unmasked Estep 
Score: -17601390.000000 Penalty: 5861.469727
	Iteration 47Q: 3 clusters Score -1.760139e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -17601420.000000 Penalty: 5861.469727
	Iteration 48Q: 3 clusters Score -1.760142e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -17601454.000000 Penalty: 5861.469727
	Iteration 49Q: 3 clusters Score -1.760145e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -17601480.000000 Penalty: 5861.469727
	Iteration 50Q: 3 clusters Score -1.760148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 133976 members 
Entering Unmasked Estep 
Score: -17601516.000000 Penalty: 5861.469727
	Iteration 51Q: 3 clusters Score -1.760152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -17601546.000000 Penalty: 5861.469727
	Iteration 52Q: 3 clusters Score -1.760155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 134104 members 
Entering Unmasked Estep 
Score: -17601560.000000 Penalty: 5861.469727
	Iteration 53Q: 3 clusters Score -1.760156e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 134149 members 
Entering Unmasked Estep 
Score: -17601580.000000 Penalty: 5861.469727
	Iteration 54Q: 3 clusters Score -1.760158e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 134184 members 
Entering Unmasked Estep 
Score: -17601580.000000 Penalty: 5861.469727
	Iteration 55Q: 3 clusters Score -1.760158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -17601610.000000 Penalty: 5861.469727
	Iteration 56Q: 3 clusters Score -1.760161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -17601630.000000 Penalty: 5861.469727
	Iteration 57Q: 3 clusters Score -1.760163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 134260 members 
Entering Unmasked Estep 
Score: -17601628.000000 Penalty: 5861.469727
	Iteration 58Q: 3 clusters Score -1.760163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 134278 members 
Entering Unmasked Estep 
Score: -17601612.000000 Penalty: 5861.469727
	Iteration 59Q: 3 clusters Score -1.760161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 134292 members 
Entering Unmasked Estep 
Score: -17601628.000000 Penalty: 5861.469727
	Iteration 60F: 3 clusters Score -1.760163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -17601626.000000 Penalty: 5861.469727
	Iteration 61Q: 3 clusters Score -1.760163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -17601618.000000 Penalty: 5861.469727
	Iteration 62Q: 3 clusters Score -1.760162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 134337 members 
Entering Unmasked Estep 
Score: -17601648.000000 Penalty: 5861.469727
	Iteration 63Q: 3 clusters Score -1.760165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 134345 members 
Entering Unmasked Estep 
Score: -17601662.000000 Penalty: 5861.469727
	Iteration 64Q: 3 clusters Score -1.760166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -17601652.000000 Penalty: 5861.469727
	Iteration 65Q: 3 clusters Score -1.760165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -17601662.000000 Penalty: 5861.469727
	Iteration 66Q: 3 clusters Score -1.760166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 134384 members 
Entering Unmasked Estep 
Score: -17601662.000000 Penalty: 5861.469727
	Iteration 67Q: 3 clusters Score -1.760166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -17601678.000000 Penalty: 5861.469727
	Iteration 68Q: 3 clusters Score -1.760168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -17601672.000000 Penalty: 5861.469727
	Iteration 69Q: 3 clusters Score -1.760167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 134421 members 
Entering Unmasked Estep 
Score: -17601680.000000 Penalty: 5861.469727
	Iteration 70Q: 3 clusters Score -1.760168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 134433 members 
Entering Unmasked Estep 
Score: -17601682.000000 Penalty: 5861.469727
	Iteration 71Q: 3 clusters Score -1.760168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -17601698.000000 Penalty: 5861.469727
	Iteration 72Q: 3 clusters Score -1.76017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -17601694.000000 Penalty: 5861.469727
	Iteration 73Q: 3 clusters Score -1.760169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -17601714.000000 Penalty: 5861.469727
	Iteration 74Q: 3 clusters Score -1.760171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 134474 members 
Entering Unmasked Estep 
Score: -17601728.000000 Penalty: 5861.469727
	Iteration 75Q: 3 clusters Score -1.760173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
Score: -17601736.000000 Penalty: 5861.469727
	Iteration 76Q: 3 clusters Score -1.760174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -17601722.000000 Penalty: 5861.469727
	Iteration 77Q: 3 clusters Score -1.760172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -17601712.000000 Penalty: 5861.469727
	Iteration 78Q: 3 clusters Score -1.760171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -17601714.000000 Penalty: 5861.469727
	Iteration 79Q: 3 clusters Score -1.760171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -17601722.000000 Penalty: 5861.469727
	Iteration 80F: 3 clusters Score -1.760172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -17601722.000000 Penalty: 5861.469727
	Iteration 81Q: 3 clusters Score -1.760172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -17601726.000000 Penalty: 5861.469727
	Iteration 82Q: 3 clusters Score -1.760173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 134501 members 
Entering Unmasked Estep 
Score: -17601724.000000 Penalty: 5861.469727
	Iteration 83Q: 3 clusters Score -1.760172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -17601728.000000 Penalty: 5861.469727
	Iteration 84Q: 3 clusters Score -1.760173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -17601728.000000 Penalty: 5861.469727
	Iteration 85Q: 3 clusters Score -1.760173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -17601732.000000 Penalty: 5861.469727
	Iteration 86Q: 3 clusters Score -1.760173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -17601732.000000 Penalty: 5861.469727
	Iteration 87Q: 3 clusters Score -1.760173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -17601730.000000 Penalty: 5861.469727
	Iteration 88Q: 3 clusters Score -1.760173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 134517 members 
Entering Unmasked Estep 
Score: -17601744.000000 Penalty: 5861.469727
	Iteration 89Q: 3 clusters Score -1.760174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 134519 members 
Entering Unmasked Estep 
Score: -17601740.000000 Penalty: 5861.469727
	Iteration 90Q: 3 clusters Score -1.760174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -17601734.000000 Penalty: 5861.469727
	Iteration 91Q: 3 clusters Score -1.760173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -17601734.000000 Penalty: 5861.469727
	Iteration 92F: 3 clusters Score -1.760173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -176438.656250 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -176438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174174.953125 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -174175 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -174530.703125 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -174530.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -174632.234375 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -174632.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -174688.859375 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -174688.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -174723.640625 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -174723.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -174751.875000 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -174751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174775.218750 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -174775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174786.390625 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -174786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174792.765625 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -174792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174795.390625 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -174795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174797.468750 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -174797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174801.234375 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -174801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174803.609375 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -174803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174804.468750 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -174804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174806.781250 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -174806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174808.140625 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -174808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -174808.828125 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -174808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174809.203125 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -174809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174809.203125 Penalty: 3613.271240
	Iteration 18F: 3 clusters Score -174809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Entering Unmasked Estep 
Score: -3595215.250000 Penalty: 2534.110840
	Iteration 0F: 2 clusters Score -3595215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3576291.000000 Penalty: 5068.221680
	Iteration 0F: 3 clusters Score -3576291 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3583058.250000 Penalty: 5068.221680
	Iteration 1F: 3 clusters Score -3583058 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3583577.500000 Penalty: 5068.221680
	Iteration 2F: 3 clusters Score -3583578 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3584005.500000 Penalty: 5068.221680
	Iteration 3Q: 3 clusters Score -3584006 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3584415.750000 Penalty: 5068.221680
	Iteration 4Q: 3 clusters Score -3584416 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3584821.750000 Penalty: 5068.221680
	Iteration 5Q: 3 clusters Score -3584822 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3585256.750000 Penalty: 5068.221680
	Iteration 6Q: 3 clusters Score -3585257 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3585723.500000 Penalty: 5068.221680
	Iteration 7Q: 3 clusters Score -3585724 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3586256.500000 Penalty: 5068.221680
	Iteration 8Q: 3 clusters Score -3586256 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3586923.250000 Penalty: 5068.221680
	Iteration 9Q: 3 clusters Score -3586923 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3587677.000000 Penalty: 5068.221680
	Iteration 10Q: 3 clusters Score -3587677 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3588516.500000 Penalty: 5068.221680
	Iteration 11Q: 3 clusters Score -3588516 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3589260.500000 Penalty: 5068.221680
	Iteration 12Q: 3 clusters Score -3589260 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3589860.500000 Penalty: 5068.221680
	Iteration 13Q: 3 clusters Score -3589860 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3590224.000000 Penalty: 5068.221680
	Iteration 14Q: 3 clusters Score -3590224 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3590411.500000 Penalty: 5068.221680
	Iteration 15Q: 3 clusters Score -3590412 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3590489.000000 Penalty: 5068.221680
	Iteration 16Q: 3 clusters Score -3590489 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3590571.000000 Penalty: 5068.221680
	Iteration 17Q: 3 clusters Score -3590571 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3590626.250000 Penalty: 5068.221680
	Iteration 18Q: 3 clusters Score -3590626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3590660.000000 Penalty: 5068.221680
	Iteration 19Q: 3 clusters Score -3590660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3590703.250000 Penalty: 5068.221680
	Iteration 20F: 3 clusters Score -3590703 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3590764.250000 Penalty: 5068.221680
	Iteration 21Q: 3 clusters Score -3590764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3590797.250000 Penalty: 5068.221680
	Iteration 22Q: 3 clusters Score -3590797 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3590853.250000 Penalty: 5068.221680
	Iteration 23Q: 3 clusters Score -3590853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3590876.250000 Penalty: 5068.221680
	Iteration 24Q: 3 clusters Score -3590876 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3590916.500000 Penalty: 5068.221680
	Iteration 25Q: 3 clusters Score -3590916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3590937.750000 Penalty: 5068.221680
	Iteration 26Q: 3 clusters Score -3590938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3590957.000000 Penalty: 5068.221680
	Iteration 27Q: 3 clusters Score -3590957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3590973.250000 Penalty: 5068.221680
	Iteration 28Q: 3 clusters Score -3590973 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3591006.500000 Penalty: 5068.221680
	Iteration 29Q: 3 clusters Score -3591006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3591034.250000 Penalty: 5068.221680
	Iteration 30Q: 3 clusters Score -3591034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3591064.500000 Penalty: 5068.221680
	Iteration 31Q: 3 clusters Score -3591064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3591091.250000 Penalty: 5068.221680
	Iteration 32Q: 3 clusters Score -3591091 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3591092.500000 Penalty: 5068.221680
	Iteration 33Q: 3 clusters Score -3591092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3591112.500000 Penalty: 5068.221680
	Iteration 34Q: 3 clusters Score -3591112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3591150.250000 Penalty: 5068.221680
	Iteration 35Q: 3 clusters Score -3591150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3591179.750000 Penalty: 5068.221680
	Iteration 36Q: 3 clusters Score -3591180 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3591204.500000 Penalty: 5068.221680
	Iteration 37Q: 3 clusters Score -3591204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3591219.000000 Penalty: 5068.221680
	Iteration 38Q: 3 clusters Score -3591219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3591239.000000 Penalty: 5068.221680
	Iteration 39Q: 3 clusters Score -3591239 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3591258.500000 Penalty: 5068.221680
	Iteration 40F: 3 clusters Score -3591258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3591285.500000 Penalty: 5068.221680
	Iteration 41Q: 3 clusters Score -3591286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3591309.750000 Penalty: 5068.221680
	Iteration 42Q: 3 clusters Score -3591310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3591355.000000 Penalty: 5068.221680
	Iteration 43Q: 3 clusters Score -3591355 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3591380.750000 Penalty: 5068.221680
	Iteration 44Q: 3 clusters Score -3591381 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3591433.750000 Penalty: 5068.221680
	Iteration 45Q: 3 clusters Score -3591434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3591474.750000 Penalty: 5068.221680
	Iteration 46Q: 3 clusters Score -3591475 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3591506.750000 Penalty: 5068.221680
	Iteration 47Q: 3 clusters Score -3591507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3591533.500000 Penalty: 5068.221680
	Iteration 48Q: 3 clusters Score -3591534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3591570.000000 Penalty: 5068.221680
	Iteration 49Q: 3 clusters Score -3591570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3591606.500000 Penalty: 5068.221680
	Iteration 50Q: 3 clusters Score -3591606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3591631.500000 Penalty: 5068.221680
	Iteration 51Q: 3 clusters Score -3591632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3591660.000000 Penalty: 5068.221680
	Iteration 52Q: 3 clusters Score -3591660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3591700.500000 Penalty: 5068.221680
	Iteration 53Q: 3 clusters Score -3591700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3591740.750000 Penalty: 5068.221680
	Iteration 54Q: 3 clusters Score -3591741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3591777.500000 Penalty: 5068.221680
	Iteration 55Q: 3 clusters Score -3591778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3591812.500000 Penalty: 5068.221680
	Iteration 56Q: 3 clusters Score -3591812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3591835.250000 Penalty: 5068.221680
	Iteration 57Q: 3 clusters Score -3591835 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3591865.000000 Penalty: 5068.221680
	Iteration 58Q: 3 clusters Score -3591865 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3591912.250000 Penalty: 5068.221680
	Iteration 59Q: 3 clusters Score -3591912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3591932.750000 Penalty: 5068.221680
	Iteration 60F: 3 clusters Score -3591933 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3591982.750000 Penalty: 5068.221680
	Iteration 61Q: 3 clusters Score -3591983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3592026.750000 Penalty: 5068.221680
	Iteration 62Q: 3 clusters Score -3592027 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3592072.750000 Penalty: 5068.221680
	Iteration 63Q: 3 clusters Score -3592073 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3592130.000000 Penalty: 5068.221680
	Iteration 64Q: 3 clusters Score -3592130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3592185.000000 Penalty: 5068.221680
	Iteration 65Q: 3 clusters Score -3592185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3592227.500000 Penalty: 5068.221680
	Iteration 66Q: 3 clusters Score -3592228 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3592285.250000 Penalty: 5068.221680
	Iteration 67Q: 3 clusters Score -3592285 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3592311.000000 Penalty: 5068.221680
	Iteration 68Q: 3 clusters Score -3592311 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3592352.500000 Penalty: 5068.221680
	Iteration 69Q: 3 clusters Score -3592352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3592391.500000 Penalty: 5068.221680
	Iteration 70Q: 3 clusters Score -3592392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3592429.250000 Penalty: 5068.221680
	Iteration 71Q: 3 clusters Score -3592429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3592472.500000 Penalty: 5068.221680
	Iteration 72Q: 3 clusters Score -3592472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3592498.250000 Penalty: 5068.221680
	Iteration 73Q: 3 clusters Score -3592498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3592540.500000 Penalty: 5068.221680
	Iteration 74Q: 3 clusters Score -3592540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3592575.500000 Penalty: 5068.221680
	Iteration 75Q: 3 clusters Score -3592576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3592606.250000 Penalty: 5068.221680
	Iteration 76Q: 3 clusters Score -3592606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3592647.000000 Penalty: 5068.221680
	Iteration 77Q: 3 clusters Score -3592647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3592663.000000 Penalty: 5068.221680
	Iteration 78Q: 3 clusters Score -3592663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3592673.750000 Penalty: 5068.221680
	Iteration 79Q: 3 clusters Score -3592674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3592698.500000 Penalty: 5068.221680
	Iteration 80F: 3 clusters Score -3592698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3592724.250000 Penalty: 5068.221680
	Iteration 81Q: 3 clusters Score -3592724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3592751.750000 Penalty: 5068.221680
	Iteration 82Q: 3 clusters Score -3592752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3592764.750000 Penalty: 5068.221680
	Iteration 83Q: 3 clusters Score -3592765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3592786.500000 Penalty: 5068.221680
	Iteration 84Q: 3 clusters Score -3592786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3592812.000000 Penalty: 5068.221680
	Iteration 85Q: 3 clusters Score -3592812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3592817.750000 Penalty: 5068.221680
	Iteration 86Q: 3 clusters Score -3592818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3592831.750000 Penalty: 5068.221680
	Iteration 87Q: 3 clusters Score -3592832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3592849.500000 Penalty: 5068.221680
	Iteration 88Q: 3 clusters Score -3592850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3592871.250000 Penalty: 5068.221680
	Iteration 89Q: 3 clusters Score -3592871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3592891.000000 Penalty: 5068.221680
	Iteration 90Q: 3 clusters Score -3592891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3592895.500000 Penalty: 5068.221680
	Iteration 91Q: 3 clusters Score -3592896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3592896.500000 Penalty: 5068.221680
	Iteration 92Q: 3 clusters Score -3592896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3592906.000000 Penalty: 5068.221680
	Iteration 93Q: 3 clusters Score -3592906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3592918.000000 Penalty: 5068.221680
	Iteration 94Q: 3 clusters Score -3592918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3592920.750000 Penalty: 5068.221680
	Iteration 95Q: 3 clusters Score -3592921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3592920.250000 Penalty: 5068.221680
	Iteration 96Q: 3 clusters Score -3592920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3592931.250000 Penalty: 5068.221680
	Iteration 97Q: 3 clusters Score -3592931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3592942.250000 Penalty: 5068.221680
	Iteration 98Q: 3 clusters Score -3592942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3592946.750000 Penalty: 5068.221680
	Iteration 99Q: 3 clusters Score -3592947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3592943.750000 Penalty: 5068.221680
	Iteration 100F: 3 clusters Score -3592944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3592955.500000 Penalty: 5068.221680
	Iteration 101Q: 3 clusters Score -3592956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3592962.250000 Penalty: 5068.221680
	Iteration 102Q: 3 clusters Score -3592962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3592964.750000 Penalty: 5068.221680
	Iteration 103Q: 3 clusters Score -3592965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3592966.500000 Penalty: 5068.221680
	Iteration 104Q: 3 clusters Score -3592966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3592977.500000 Penalty: 5068.221680
	Iteration 105Q: 3 clusters Score -3592978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3592985.250000 Penalty: 5068.221680
	Iteration 106Q: 3 clusters Score -3592985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3592988.500000 Penalty: 5068.221680
	Iteration 107Q: 3 clusters Score -3592988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3592992.000000 Penalty: 5068.221680
	Iteration 108Q: 3 clusters Score -3592992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3593000.000000 Penalty: 5068.221680
	Iteration 109Q: 3 clusters Score -3593000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3592999.500000 Penalty: 5068.221680
	Iteration 110Q: 3 clusters Score -3593000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3593002.500000 Penalty: 5068.221680
	Iteration 111Q: 3 clusters Score -3593002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3593008.000000 Penalty: 5068.221680
	Iteration 112Q: 3 clusters Score -3593008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3593013.250000 Penalty: 5068.221680
	Iteration 113Q: 3 clusters Score -3593013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3593016.000000 Penalty: 5068.221680
	Iteration 114Q: 3 clusters Score -3593016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3593015.750000 Penalty: 5068.221680
	Iteration 115Q: 3 clusters Score -3593016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3593021.000000 Penalty: 5068.221680
	Iteration 116Q: 3 clusters Score -3593021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3593026.000000 Penalty: 5068.221680
	Iteration 117Q: 3 clusters Score -3593026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3593022.250000 Penalty: 5068.221680
	Iteration 118Q: 3 clusters Score -3593022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3593033.000000 Penalty: 5068.221680
	Iteration 119Q: 3 clusters Score -3593033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3593035.250000 Penalty: 5068.221680
	Iteration 120F: 3 clusters Score -3593035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3593044.750000 Penalty: 5068.221680
	Iteration 121Q: 3 clusters Score -3593045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3593045.500000 Penalty: 5068.221680
	Iteration 122Q: 3 clusters Score -3593046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3593048.750000 Penalty: 5068.221680
	Iteration 123Q: 3 clusters Score -3593049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3593055.500000 Penalty: 5068.221680
	Iteration 124Q: 3 clusters Score -3593056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3593062.500000 Penalty: 5068.221680
	Iteration 125Q: 3 clusters Score -3593062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3593064.500000 Penalty: 5068.221680
	Iteration 126Q: 3 clusters Score -3593064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3593066.250000 Penalty: 5068.221680
	Iteration 127Q: 3 clusters Score -3593066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3593075.500000 Penalty: 5068.221680
	Iteration 128Q: 3 clusters Score -3593076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3593071.000000 Penalty: 5068.221680
	Iteration 129Q: 3 clusters Score -3593071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3593070.500000 Penalty: 5068.221680
	Iteration 130Q: 3 clusters Score -3593070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3593069.500000 Penalty: 5068.221680
	Iteration 131Q: 3 clusters Score -3593070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3593070.750000 Penalty: 5068.221680
	Iteration 132Q: 3 clusters Score -3593071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3593070.750000 Penalty: 5068.221680
	Iteration 133F: 3 clusters Score -3593071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Entering Unmasked Estep 
Score: -1529213.375000 Penalty: 2328.427734
	Iteration 0F: 2 clusters Score -1529213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1520284.500000 Penalty: 4656.855469
	Iteration 0F: 3 clusters Score -1520284 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1522940.625000 Penalty: 4656.855469
	Iteration 1F: 3 clusters Score -1522941 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1523295.750000 Penalty: 4656.855469
	Iteration 2F: 3 clusters Score -1523296 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1523613.125000 Penalty: 4656.855469
	Iteration 3F: 3 clusters Score -1523613 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1523928.375000 Penalty: 4656.855469
	Iteration 4Q: 3 clusters Score -1523928 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1524234.500000 Penalty: 4656.855469
	Iteration 5Q: 3 clusters Score -1524234 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1524580.125000 Penalty: 4656.855469
	Iteration 6Q: 3 clusters Score -1524580 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1525001.250000 Penalty: 4656.855469
	Iteration 7Q: 3 clusters Score -1525001 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1525526.000000 Penalty: 4656.855469
	Iteration 8F: 3 clusters Score -1525526 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1526046.375000 Penalty: 4656.855469
	Iteration 9Q: 3 clusters Score -1526046 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1526557.625000 Penalty: 4656.855469
	Iteration 10Q: 3 clusters Score -1526558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1526928.250000 Penalty: 4656.855469
	Iteration 11Q: 3 clusters Score -1526928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1527137.625000 Penalty: 4656.855469
	Iteration 12Q: 3 clusters Score -1527138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1527271.000000 Penalty: 4656.855469
	Iteration 13Q: 3 clusters Score -1527271 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1527359.375000 Penalty: 4656.855469
	Iteration 14Q: 3 clusters Score -1527359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1527417.875000 Penalty: 4656.855469
	Iteration 15Q: 3 clusters Score -1527418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1527451.875000 Penalty: 4656.855469
	Iteration 16Q: 3 clusters Score -1527452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1527474.000000 Penalty: 4656.855469
	Iteration 17Q: 3 clusters Score -1527474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1527490.000000 Penalty: 4656.855469
	Iteration 18Q: 3 clusters Score -1527490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1527504.750000 Penalty: 4656.855469
	Iteration 19Q: 3 clusters Score -1527505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1527513.500000 Penalty: 4656.855469
	Iteration 20F: 3 clusters Score -1527514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1527521.250000 Penalty: 4656.855469
	Iteration 21Q: 3 clusters Score -1527521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1527525.875000 Penalty: 4656.855469
	Iteration 22Q: 3 clusters Score -1527526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1527531.250000 Penalty: 4656.855469
	Iteration 23Q: 3 clusters Score -1527531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1527541.625000 Penalty: 4656.855469
	Iteration 24Q: 3 clusters Score -1527542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1527547.625000 Penalty: 4656.855469
	Iteration 25Q: 3 clusters Score -1527548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1527553.625000 Penalty: 4656.855469
	Iteration 26Q: 3 clusters Score -1527554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1527557.000000 Penalty: 4656.855469
	Iteration 27Q: 3 clusters Score -1527557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1527561.750000 Penalty: 4656.855469
	Iteration 28Q: 3 clusters Score -1527562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1527568.250000 Penalty: 4656.855469
	Iteration 29Q: 3 clusters Score -1527568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1527571.625000 Penalty: 4656.855469
	Iteration 30Q: 3 clusters Score -1527572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1527576.125000 Penalty: 4656.855469
	Iteration 31Q: 3 clusters Score -1527576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1527581.000000 Penalty: 4656.855469
	Iteration 32Q: 3 clusters Score -1527581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1527578.375000 Penalty: 4656.855469
	Iteration 33Q: 3 clusters Score -1527578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1527576.750000 Penalty: 4656.855469
	Iteration 34Q: 3 clusters Score -1527577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1527582.000000 Penalty: 4656.855469
	Iteration 35Q: 3 clusters Score -1527582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1527581.500000 Penalty: 4656.855469
	Iteration 36Q: 3 clusters Score -1527582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1527581.500000 Penalty: 4656.855469
	Iteration 37F: 3 clusters Score -1527582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Entering Unmasked Estep 
Score: -8260759.000000 Penalty: 2743.831787
	Iteration 0F: 2 clusters Score -8260759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -8217899.000000 Penalty: 5487.663574
	Iteration 0F: 3 clusters Score -8217899 nChanged 29653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -8234597.000000 Penalty: 5487.663574
	Iteration 1F: 3 clusters Score -8234597 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8235221.000000 Penalty: 5487.663574
	Iteration 2Q: 3 clusters Score -8235221 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -8235942.500000 Penalty: 5487.663574
	Iteration 3Q: 3 clusters Score -8235942 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -8236815.000000 Penalty: 5487.663574
	Iteration 4Q: 3 clusters Score -8236815 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8237878.500000 Penalty: 5487.663574
	Iteration 5Q: 3 clusters Score -8237878 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8239594.500000 Penalty: 5487.663574
	Iteration 6Q: 3 clusters Score -8239594 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8242121.000000 Penalty: 5487.663574
	Iteration 7F: 3 clusters Score -8242121 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8245443.500000 Penalty: 5487.663574
	Iteration 8F: 3 clusters Score -8245444 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -8249064.000000 Penalty: 5487.663574
	Iteration 9F: 3 clusters Score -8249064 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -8252131.000000 Penalty: 5487.663574
	Iteration 10F: 3 clusters Score -8252131 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -8254123.000000 Penalty: 5487.663574
	Iteration 11Q: 3 clusters Score -8254123 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -8255289.500000 Penalty: 5487.663574
	Iteration 12Q: 3 clusters Score -8255290 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -8255964.500000 Penalty: 5487.663574
	Iteration 13Q: 3 clusters Score -8255964 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -8256408.500000 Penalty: 5487.663574
	Iteration 14Q: 3 clusters Score -8256408 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -8256727.000000 Penalty: 5487.663574
	Iteration 15Q: 3 clusters Score -8256727 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -8256965.000000 Penalty: 5487.663574
	Iteration 16Q: 3 clusters Score -8256965 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -8257210.000000 Penalty: 5487.663574
	Iteration 17Q: 3 clusters Score -8257210 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -8257356.500000 Penalty: 5487.663574
	Iteration 18Q: 3 clusters Score -8257356 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -8257513.500000 Penalty: 5487.663574
	Iteration 19Q: 3 clusters Score -8257514 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -8257640.000000 Penalty: 5487.663574
	Iteration 20F: 3 clusters Score -8257640 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8257751.000000 Penalty: 5487.663574
	Iteration 21Q: 3 clusters Score -8257751 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -8257865.000000 Penalty: 5487.663574
	Iteration 22Q: 3 clusters Score -8257865 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -8257965.000000 Penalty: 5487.663574
	Iteration 23Q: 3 clusters Score -8257965 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -8258085.000000 Penalty: 5487.663574
	Iteration 24Q: 3 clusters Score -8258085 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8258189.500000 Penalty: 5487.663574
	Iteration 25Q: 3 clusters Score -8258190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8258238.500000 Penalty: 5487.663574
	Iteration 26Q: 3 clusters Score -8258238 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -8258286.500000 Penalty: 5487.663574
	Iteration 27Q: 3 clusters Score -8258286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -8258341.500000 Penalty: 5487.663574
	Iteration 28Q: 3 clusters Score -8258342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -8258410.000000 Penalty: 5487.663574
	Iteration 29Q: 3 clusters Score -8258410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -8258428.500000 Penalty: 5487.663574
	Iteration 30Q: 3 clusters Score -8258428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -8258465.000000 Penalty: 5487.663574
	Iteration 31Q: 3 clusters Score -8258465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8258468.000000 Penalty: 5487.663574
	Iteration 32Q: 3 clusters Score -8258468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -8258513.500000 Penalty: 5487.663574
	Iteration 33Q: 3 clusters Score -8258514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -8258520.000000 Penalty: 5487.663574
	Iteration 34Q: 3 clusters Score -8258520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -8258530.000000 Penalty: 5487.663574
	Iteration 35Q: 3 clusters Score -8258530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8258529.000000 Penalty: 5487.663574
	Iteration 36Q: 3 clusters Score -8258529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -8258544.000000 Penalty: 5487.663574
	Iteration 37Q: 3 clusters Score -8258544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8258550.500000 Penalty: 5487.663574
	Iteration 38Q: 3 clusters Score -8258550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -8258558.500000 Penalty: 5487.663574
	Iteration 39Q: 3 clusters Score -8258558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -8258570.000000 Penalty: 5487.663574
	Iteration 40F: 3 clusters Score -8258570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -8258579.000000 Penalty: 5487.663574
	Iteration 41Q: 3 clusters Score -8258579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -8258582.500000 Penalty: 5487.663574
	Iteration 42Q: 3 clusters Score -8258582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -8258585.000000 Penalty: 5487.663574
	Iteration 43Q: 3 clusters Score -8258585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -8258589.000000 Penalty: 5487.663574
	Iteration 44Q: 3 clusters Score -8258589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8258597.000000 Penalty: 5487.663574
	Iteration 45Q: 3 clusters Score -8258597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -8258605.000000 Penalty: 5487.663574
	Iteration 46Q: 3 clusters Score -8258605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -8258614.000000 Penalty: 5487.663574
	Iteration 47Q: 3 clusters Score -8258614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -8258611.500000 Penalty: 5487.663574
	Iteration 48Q: 3 clusters Score -8258612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8258618.500000 Penalty: 5487.663574
	Iteration 49Q: 3 clusters Score -8258618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -8258617.500000 Penalty: 5487.663574
	Iteration 50Q: 3 clusters Score -8258618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8258621.500000 Penalty: 5487.663574
	Iteration 51Q: 3 clusters Score -8258622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -8258622.000000 Penalty: 5487.663574
	Iteration 52Q: 3 clusters Score -8258622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -8258622.000000 Penalty: 5487.663574
	Iteration 53Q: 3 clusters Score -8258622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -8258629.000000 Penalty: 5487.663574
	Iteration 54Q: 3 clusters Score -8258629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -8258629.000000 Penalty: 5487.663574
	Iteration 55Q: 3 clusters Score -8258629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -8258639.500000 Penalty: 5487.663574
	Iteration 56Q: 3 clusters Score -8258640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -8258636.000000 Penalty: 5487.663574
	Iteration 57Q: 3 clusters Score -8258636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -8258638.500000 Penalty: 5487.663574
	Iteration 58Q: 3 clusters Score -8258638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8258634.000000 Penalty: 5487.663574
	Iteration 59Q: 3 clusters Score -8258634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8258636.000000 Penalty: 5487.663574
	Iteration 60F: 3 clusters Score -8258636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -8258637.000000 Penalty: 5487.663574
	Iteration 61Q: 3 clusters Score -8258637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -8258637.000000 Penalty: 5487.663574
	Iteration 62F: 3 clusters Score -8258637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -222841.078125 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -222841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220396.281250 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -220396.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220819.062500 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -220819.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220919.734375 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -220919.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -220972.984375 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -220973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -221003.750000 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -221003.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -221024.750000 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -221024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221036.296875 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -221036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -221047.218750 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -221047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -221054.359375 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -221054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221059.218750 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -221059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -221065.046875 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -221065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -221073.875000 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -221073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -221077.609375 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -221077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -221079.546875 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -221079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -221082.234375 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -221082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221084.562500 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -221084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -221087.687500 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -221087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -221092.421875 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -221092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -221095.781250 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -221095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -221098.765625 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -221098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -221098.765625 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -221098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -349252.156250 Penalty: 1973.466797
	Iteration 0F: 2 clusters Score -349252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346090.625000 Penalty: 3946.933594
	Iteration 0F: 3 clusters Score -346090.6 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346709.625000 Penalty: 3946.933594
	Iteration 1F: 3 clusters Score -346709.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -346905.156250 Penalty: 3946.933594
	Iteration 2F: 3 clusters Score -346905.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -347037.218750 Penalty: 3946.933594
	Iteration 3F: 3 clusters Score -347037.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347133.718750 Penalty: 3946.933594
	Iteration 4Q: 3 clusters Score -347133.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -347219.750000 Penalty: 3946.933594
	Iteration 5Q: 3 clusters Score -347219.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -347305.218750 Penalty: 3946.933594
	Iteration 6Q: 3 clusters Score -347305.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -347380.093750 Penalty: 3946.933594
	Iteration 7Q: 3 clusters Score -347380.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -347455.562500 Penalty: 3946.933594
	Iteration 8Q: 3 clusters Score -347455.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -347512.187500 Penalty: 3946.933594
	Iteration 9Q: 3 clusters Score -347512.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -347551.843750 Penalty: 3946.933594
	Iteration 10Q: 3 clusters Score -347551.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347590.468750 Penalty: 3946.933594
	Iteration 11Q: 3 clusters Score -347590.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -347625.937500 Penalty: 3946.933594
	Iteration 12Q: 3 clusters Score -347625.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -347652.625000 Penalty: 3946.933594
	Iteration 13Q: 3 clusters Score -347652.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -347674.656250 Penalty: 3946.933594
	Iteration 14Q: 3 clusters Score -347674.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -347697.812500 Penalty: 3946.933594
	Iteration 15Q: 3 clusters Score -347697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -347720.750000 Penalty: 3946.933594
	Iteration 16Q: 3 clusters Score -347720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -347739.062500 Penalty: 3946.933594
	Iteration 17Q: 3 clusters Score -347739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -347755.406250 Penalty: 3946.933594
	Iteration 18Q: 3 clusters Score -347755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -347769.000000 Penalty: 3946.933594
	Iteration 19Q: 3 clusters Score -347769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -347778.281250 Penalty: 3946.933594
	Iteration 20F: 3 clusters Score -347778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -347783.343750 Penalty: 3946.933594
	Iteration 21Q: 3 clusters Score -347783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -347795.468750 Penalty: 3946.933594
	Iteration 22Q: 3 clusters Score -347795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -347806.562500 Penalty: 3946.933594
	Iteration 23Q: 3 clusters Score -347806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -347818.250000 Penalty: 3946.933594
	Iteration 24Q: 3 clusters Score -347818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -347827.843750 Penalty: 3946.933594
	Iteration 25Q: 3 clusters Score -347827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -347835.000000 Penalty: 3946.933594
	Iteration 26Q: 3 clusters Score -347835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -347841.281250 Penalty: 3946.933594
	Iteration 27Q: 3 clusters Score -347841.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -347847.093750 Penalty: 3946.933594
	Iteration 28Q: 3 clusters Score -347847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -347855.218750 Penalty: 3946.933594
	Iteration 29Q: 3 clusters Score -347855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -347861.593750 Penalty: 3946.933594
	Iteration 30Q: 3 clusters Score -347861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -347864.718750 Penalty: 3946.933594
	Iteration 31Q: 3 clusters Score -347864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -347869.218750 Penalty: 3946.933594
	Iteration 32Q: 3 clusters Score -347869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -347872.718750 Penalty: 3946.933594
	Iteration 33Q: 3 clusters Score -347872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -347878.437500 Penalty: 3946.933594
	Iteration 34Q: 3 clusters Score -347878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -347879.718750 Penalty: 3946.933594
	Iteration 35Q: 3 clusters Score -347879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -347882.281250 Penalty: 3946.933594
	Iteration 36Q: 3 clusters Score -347882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -347883.625000 Penalty: 3946.933594
	Iteration 37Q: 3 clusters Score -347883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -347883.625000 Penalty: 3946.933594
	Iteration 38F: 3 clusters Score -347883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Entering Unmasked Estep 
Score: -4270900.000000 Penalty: 2576.905518
	Iteration 0F: 2 clusters Score -4270900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4248692.500000 Penalty: 5153.811035
	Iteration 0F: 3 clusters Score -4248692 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4256549.500000 Penalty: 5153.811035
	Iteration 1F: 3 clusters Score -4256550 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4256989.500000 Penalty: 5153.811035
	Iteration 2Q: 3 clusters Score -4256990 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4257403.500000 Penalty: 5153.811035
	Iteration 3Q: 3 clusters Score -4257404 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4257812.500000 Penalty: 5153.811035
	Iteration 4Q: 3 clusters Score -4257812 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4258182.000000 Penalty: 5153.811035
	Iteration 5Q: 3 clusters Score -4258182 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4258690.500000 Penalty: 5153.811035
	Iteration 6Q: 3 clusters Score -4258690 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4259316.500000 Penalty: 5153.811035
	Iteration 7Q: 3 clusters Score -4259316 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4260156.500000 Penalty: 5153.811035
	Iteration 8Q: 3 clusters Score -4260156 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4261225.500000 Penalty: 5153.811035
	Iteration 9F: 3 clusters Score -4261226 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4262716.500000 Penalty: 5153.811035
	Iteration 10F: 3 clusters Score -4262716 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4264362.500000 Penalty: 5153.811035
	Iteration 11F: 3 clusters Score -4264362 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4265775.500000 Penalty: 5153.811035
	Iteration 12F: 3 clusters Score -4265776 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4266618.000000 Penalty: 5153.811035
	Iteration 13Q: 3 clusters Score -4266618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4267004.500000 Penalty: 5153.811035
	Iteration 14Q: 3 clusters Score -4267004 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4267212.000000 Penalty: 5153.811035
	Iteration 15Q: 3 clusters Score -4267212 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4267378.500000 Penalty: 5153.811035
	Iteration 16Q: 3 clusters Score -4267378 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4267504.500000 Penalty: 5153.811035
	Iteration 17Q: 3 clusters Score -4267504 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4267585.000000 Penalty: 5153.811035
	Iteration 18Q: 3 clusters Score -4267585 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4267643.000000 Penalty: 5153.811035
	Iteration 19Q: 3 clusters Score -4267643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4267710.000000 Penalty: 5153.811035
	Iteration 20F: 3 clusters Score -4267710 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4267786.000000 Penalty: 5153.811035
	Iteration 21Q: 3 clusters Score -4267786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4267841.000000 Penalty: 5153.811035
	Iteration 22Q: 3 clusters Score -4267841 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4267905.000000 Penalty: 5153.811035
	Iteration 23Q: 3 clusters Score -4267905 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4267980.500000 Penalty: 5153.811035
	Iteration 24Q: 3 clusters Score -4267980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4268023.500000 Penalty: 5153.811035
	Iteration 25Q: 3 clusters Score -4268024 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4268069.500000 Penalty: 5153.811035
	Iteration 26Q: 3 clusters Score -4268070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4268109.000000 Penalty: 5153.811035
	Iteration 27Q: 3 clusters Score -4268109 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4268151.500000 Penalty: 5153.811035
	Iteration 28Q: 3 clusters Score -4268152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4268195.000000 Penalty: 5153.811035
	Iteration 29Q: 3 clusters Score -4268195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4268226.500000 Penalty: 5153.811035
	Iteration 30Q: 3 clusters Score -4268226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4268267.000000 Penalty: 5153.811035
	Iteration 31Q: 3 clusters Score -4268267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4268302.000000 Penalty: 5153.811035
	Iteration 32Q: 3 clusters Score -4268302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4268338.000000 Penalty: 5153.811035
	Iteration 33Q: 3 clusters Score -4268338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4268363.500000 Penalty: 5153.811035
	Iteration 34Q: 3 clusters Score -4268364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4268404.500000 Penalty: 5153.811035
	Iteration 35Q: 3 clusters Score -4268404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4268417.000000 Penalty: 5153.811035
	Iteration 36Q: 3 clusters Score -4268417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4268446.000000 Penalty: 5153.811035
	Iteration 37Q: 3 clusters Score -4268446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4268469.500000 Penalty: 5153.811035
	Iteration 38Q: 3 clusters Score -4268470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4268489.000000 Penalty: 5153.811035
	Iteration 39Q: 3 clusters Score -4268489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4268505.000000 Penalty: 5153.811035
	Iteration 40F: 3 clusters Score -4268505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4268519.000000 Penalty: 5153.811035
	Iteration 41Q: 3 clusters Score -4268519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4268538.000000 Penalty: 5153.811035
	Iteration 42Q: 3 clusters Score -4268538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4268545.000000 Penalty: 5153.811035
	Iteration 43Q: 3 clusters Score -4268545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4268561.500000 Penalty: 5153.811035
	Iteration 44Q: 3 clusters Score -4268562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4268581.000000 Penalty: 5153.811035
	Iteration 45Q: 3 clusters Score -4268581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4268584.500000 Penalty: 5153.811035
	Iteration 46Q: 3 clusters Score -4268584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4268608.500000 Penalty: 5153.811035
	Iteration 47Q: 3 clusters Score -4268608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4268622.500000 Penalty: 5153.811035
	Iteration 48Q: 3 clusters Score -4268622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4268636.000000 Penalty: 5153.811035
	Iteration 49Q: 3 clusters Score -4268636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4268642.000000 Penalty: 5153.811035
	Iteration 50Q: 3 clusters Score -4268642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4268645.500000 Penalty: 5153.811035
	Iteration 51Q: 3 clusters Score -4268646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4268654.500000 Penalty: 5153.811035
	Iteration 52Q: 3 clusters Score -4268654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4268652.000000 Penalty: 5153.811035
	Iteration 53Q: 3 clusters Score -4268652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4268663.500000 Penalty: 5153.811035
	Iteration 54Q: 3 clusters Score -4268664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4268680.000000 Penalty: 5153.811035
	Iteration 55Q: 3 clusters Score -4268680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4268685.500000 Penalty: 5153.811035
	Iteration 56Q: 3 clusters Score -4268686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4268696.500000 Penalty: 5153.811035
	Iteration 57Q: 3 clusters Score -4268696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4268711.000000 Penalty: 5153.811035
	Iteration 58Q: 3 clusters Score -4268711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4268720.500000 Penalty: 5153.811035
	Iteration 59Q: 3 clusters Score -4268720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4268715.500000 Penalty: 5153.811035
	Iteration 60F: 3 clusters Score -4268716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4268713.000000 Penalty: 5153.811035
	Iteration 61Q: 3 clusters Score -4268713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4268716.500000 Penalty: 5153.811035
	Iteration 62Q: 3 clusters Score -4268716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4268721.500000 Penalty: 5153.811035
	Iteration 63Q: 3 clusters Score -4268722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4268731.500000 Penalty: 5153.811035
	Iteration 64Q: 3 clusters Score -4268732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4268742.000000 Penalty: 5153.811035
	Iteration 65Q: 3 clusters Score -4268742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4268735.500000 Penalty: 5153.811035
	Iteration 66Q: 3 clusters Score -4268736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4268737.500000 Penalty: 5153.811035
	Iteration 67Q: 3 clusters Score -4268738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4268739.500000 Penalty: 5153.811035
	Iteration 68Q: 3 clusters Score -4268740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4268748.500000 Penalty: 5153.811035
	Iteration 69Q: 3 clusters Score -4268748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4268748.500000 Penalty: 5153.811035
	Iteration 70Q: 3 clusters Score -4268748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4268745.500000 Penalty: 5153.811035
	Iteration 71Q: 3 clusters Score -4268746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4268750.000000 Penalty: 5153.811035
	Iteration 72Q: 3 clusters Score -4268750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4268750.000000 Penalty: 5153.811035
	Iteration 73Q: 3 clusters Score -4268750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4268751.000000 Penalty: 5153.811035
	Iteration 74Q: 3 clusters Score -4268751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4268754.500000 Penalty: 5153.811035
	Iteration 75Q: 3 clusters Score -4268754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4268750.000000 Penalty: 5153.811035
	Iteration 76Q: 3 clusters Score -4268750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4268748.500000 Penalty: 5153.811035
	Iteration 77Q: 3 clusters Score -4268748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4268753.500000 Penalty: 5153.811035
	Iteration 78Q: 3 clusters Score -4268754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4268755.500000 Penalty: 5153.811035
	Iteration 79Q: 3 clusters Score -4268756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4268764.000000 Penalty: 5153.811035
	Iteration 80F: 3 clusters Score -4268764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4268763.000000 Penalty: 5153.811035
	Iteration 81Q: 3 clusters Score -4268763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4268766.500000 Penalty: 5153.811035
	Iteration 82Q: 3 clusters Score -4268766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4268766.500000 Penalty: 5153.811035
	Iteration 83Q: 3 clusters Score -4268766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4268766.500000 Penalty: 5153.811035
	Iteration 84F: 3 clusters Score -4268766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Entering Unmasked Estep 
Score: -21610838.000000 Penalty: 2982.767090
	Iteration 0F: 2 clusters Score -2.161084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -21503584.000000 Penalty: 5965.534180
	Iteration 0F: 3 clusters Score -2.150358e+07 nChanged 80103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -21550122.000000 Penalty: 5965.534180
	Iteration 1F: 3 clusters Score -2.155012e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -21551152.000000 Penalty: 5965.534180
	Iteration 2Q: 3 clusters Score -2.155115e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -21552610.000000 Penalty: 5965.534180
	Iteration 3Q: 3 clusters Score -2.155261e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -21554900.000000 Penalty: 5965.534180
	Iteration 4Q: 3 clusters Score -2.15549e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -21558598.000000 Penalty: 5965.534180
	Iteration 5Q: 3 clusters Score -2.15586e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -21563720.000000 Penalty: 5965.534180
	Iteration 6F: 3 clusters Score -2.156372e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -21571132.000000 Penalty: 5965.534180
	Iteration 7F: 3 clusters Score -2.157113e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -21580566.000000 Penalty: 5965.534180
	Iteration 8F: 3 clusters Score -2.158057e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -21590966.000000 Penalty: 5965.534180
	Iteration 9F: 3 clusters Score -2.159097e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -21599338.000000 Penalty: 5965.534180
	Iteration 10F: 3 clusters Score -2.159934e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -21603096.000000 Penalty: 5965.534180
	Iteration 11Q: 3 clusters Score -2.16031e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -21604532.000000 Penalty: 5965.534180
	Iteration 12Q: 3 clusters Score -2.160453e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -21605292.000000 Penalty: 5965.534180
	Iteration 13Q: 3 clusters Score -2.160529e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -21605828.000000 Penalty: 5965.534180
	Iteration 14Q: 3 clusters Score -2.160583e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 111474 members 
Entering Unmasked Estep 
Score: -21606262.000000 Penalty: 5965.534180
	Iteration 15Q: 3 clusters Score -2.160626e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -21606394.000000 Penalty: 5965.534180
	Iteration 16Q: 3 clusters Score -2.160639e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -21606524.000000 Penalty: 5965.534180
	Iteration 17Q: 3 clusters Score -2.160652e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -21606666.000000 Penalty: 5965.534180
	Iteration 18Q: 3 clusters Score -2.160667e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -21606744.000000 Penalty: 5965.534180
	Iteration 19Q: 3 clusters Score -2.160674e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -21606756.000000 Penalty: 5965.534180
	Iteration 20F: 3 clusters Score -2.160676e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -21606712.000000 Penalty: 5965.534180
	Iteration 21Q: 3 clusters Score -2.160671e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -21606744.000000 Penalty: 5965.534180
	Iteration 22Q: 3 clusters Score -2.160674e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -21606776.000000 Penalty: 5965.534180
	Iteration 23Q: 3 clusters Score -2.160678e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -21606712.000000 Penalty: 5965.534180
	Iteration 24Q: 3 clusters Score -2.160671e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 115248 members 
Entering Unmasked Estep 
Score: -21606706.000000 Penalty: 5965.534180
	Iteration 25Q: 3 clusters Score -2.160671e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -21606716.000000 Penalty: 5965.534180
	Iteration 26Q: 3 clusters Score -2.160672e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -21606692.000000 Penalty: 5965.534180
	Iteration 27Q: 3 clusters Score -2.160669e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -21606712.000000 Penalty: 5965.534180
	Iteration 28Q: 3 clusters Score -2.160671e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -21606708.000000 Penalty: 5965.534180
	Iteration 29Q: 3 clusters Score -2.160671e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -21606704.000000 Penalty: 5965.534180
	Iteration 30Q: 3 clusters Score -2.16067e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -21606732.000000 Penalty: 5965.534180
	Iteration 31Q: 3 clusters Score -2.160673e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -21606724.000000 Penalty: 5965.534180
	Iteration 32Q: 3 clusters Score -2.160672e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -21606722.000000 Penalty: 5965.534180
	Iteration 33Q: 3 clusters Score -2.160672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -21606716.000000 Penalty: 5965.534180
	Iteration 34Q: 3 clusters Score -2.160672e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -21606706.000000 Penalty: 5965.534180
	Iteration 35Q: 3 clusters Score -2.160671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -21606684.000000 Penalty: 5965.534180
	Iteration 36Q: 3 clusters Score -2.160668e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 117010 members 
Entering Unmasked Estep 
Score: -21606678.000000 Penalty: 5965.534180
	Iteration 37Q: 3 clusters Score -2.160668e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -21606676.000000 Penalty: 5965.534180
	Iteration 38Q: 3 clusters Score -2.160668e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -21606660.000000 Penalty: 5965.534180
	Iteration 39Q: 3 clusters Score -2.160666e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 40F: 3 clusters Score -2.160669e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 117496 members 
Entering Unmasked Estep 
Score: -21606754.000000 Penalty: 5965.534180
	Iteration 41Q: 3 clusters Score -2.160675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -21606730.000000 Penalty: 5965.534180
	Iteration 42Q: 3 clusters Score -2.160673e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -21606702.000000 Penalty: 5965.534180
	Iteration 43Q: 3 clusters Score -2.16067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -21606724.000000 Penalty: 5965.534180
	Iteration 44Q: 3 clusters Score -2.160672e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -21606692.000000 Penalty: 5965.534180
	Iteration 45Q: 3 clusters Score -2.160669e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 46Q: 3 clusters Score -2.160669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -21606668.000000 Penalty: 5965.534180
	Iteration 47Q: 3 clusters Score -2.160667e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 48Q: 3 clusters Score -2.160667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 49Q: 3 clusters Score -2.160667e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 50Q: 3 clusters Score -2.160669e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 51Q: 3 clusters Score -2.160669e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 52Q: 3 clusters Score -2.160669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -21606676.000000 Penalty: 5965.534180
	Iteration 53Q: 3 clusters Score -2.160668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -21606676.000000 Penalty: 5965.534180
	Iteration 54Q: 3 clusters Score -2.160668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -21606682.000000 Penalty: 5965.534180
	Iteration 55Q: 3 clusters Score -2.160668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 56Q: 3 clusters Score -2.160669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 118601 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 5965.534180
	Iteration 57Q: 3 clusters Score -2.160669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 118635 members 
Entering Unmasked Estep 
Score: -21606700.000000 Penalty: 5965.534180
	Iteration 58Q: 3 clusters Score -2.16067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -21606698.000000 Penalty: 5965.534180
	Iteration 59Q: 3 clusters Score -2.16067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -21606692.000000 Penalty: 5965.534180
	Iteration 60F: 3 clusters Score -2.160669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -21606672.000000 Penalty: 5965.534180
	Iteration 61Q: 3 clusters Score -2.160667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 62Q: 3 clusters Score -2.160667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 118786 members 
Entering Unmasked Estep 
Score: -21606662.000000 Penalty: 5965.534180
	Iteration 63Q: 3 clusters Score -2.160666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 118805 members 
Entering Unmasked Estep 
Score: -21606668.000000 Penalty: 5965.534180
	Iteration 64Q: 3 clusters Score -2.160667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -21606660.000000 Penalty: 5965.534180
	Iteration 65Q: 3 clusters Score -2.160666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -21606632.000000 Penalty: 5965.534180
	Iteration 66Q: 3 clusters Score -2.160663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -21606624.000000 Penalty: 5965.534180
	Iteration 67Q: 3 clusters Score -2.160662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -21606646.000000 Penalty: 5965.534180
	Iteration 68Q: 3 clusters Score -2.160665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -21606648.000000 Penalty: 5965.534180
	Iteration 69Q: 3 clusters Score -2.160665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 118968 members 
Entering Unmasked Estep 
Score: -21606648.000000 Penalty: 5965.534180
	Iteration 70Q: 3 clusters Score -2.160665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 119007 members 
Entering Unmasked Estep 
Score: -21606666.000000 Penalty: 5965.534180
	Iteration 71Q: 3 clusters Score -2.160667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 119035 members 
Entering Unmasked Estep 
Score: -21606656.000000 Penalty: 5965.534180
	Iteration 72Q: 3 clusters Score -2.160666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 73Q: 3 clusters Score -2.160667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 119084 members 
Entering Unmasked Estep 
Score: -21606666.000000 Penalty: 5965.534180
	Iteration 74Q: 3 clusters Score -2.160667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -21606668.000000 Penalty: 5965.534180
	Iteration 75Q: 3 clusters Score -2.160667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -21606654.000000 Penalty: 5965.534180
	Iteration 76Q: 3 clusters Score -2.160665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -21606634.000000 Penalty: 5965.534180
	Iteration 77Q: 3 clusters Score -2.160663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -21606640.000000 Penalty: 5965.534180
	Iteration 78Q: 3 clusters Score -2.160664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -21606610.000000 Penalty: 5965.534180
	Iteration 79Q: 3 clusters Score -2.160661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -21606624.000000 Penalty: 5965.534180
	Iteration 80F: 3 clusters Score -2.160662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -21606604.000000 Penalty: 5965.534180
	Iteration 81Q: 3 clusters Score -2.16066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -21606610.000000 Penalty: 5965.534180
	Iteration 82Q: 3 clusters Score -2.160661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 119283 members 
Entering Unmasked Estep 
Score: -21606618.000000 Penalty: 5965.534180
	Iteration 83Q: 3 clusters Score -2.160662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -21606634.000000 Penalty: 5965.534180
	Iteration 84Q: 3 clusters Score -2.160663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 119318 members 
Entering Unmasked Estep 
Score: -21606640.000000 Penalty: 5965.534180
	Iteration 85Q: 3 clusters Score -2.160664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -21606648.000000 Penalty: 5965.534180
	Iteration 86Q: 3 clusters Score -2.160665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -21606650.000000 Penalty: 5965.534180
	Iteration 87Q: 3 clusters Score -2.160665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -21606660.000000 Penalty: 5965.534180
	Iteration 88Q: 3 clusters Score -2.160666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 119387 members 
Entering Unmasked Estep 
Score: -21606662.000000 Penalty: 5965.534180
	Iteration 89Q: 3 clusters Score -2.160666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -21606644.000000 Penalty: 5965.534180
	Iteration 90Q: 3 clusters Score -2.160664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -21606656.000000 Penalty: 5965.534180
	Iteration 91Q: 3 clusters Score -2.160666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -21606696.000000 Penalty: 5965.534180
	Iteration 92Q: 3 clusters Score -2.16067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 93Q: 3 clusters Score -2.160667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -21606654.000000 Penalty: 5965.534180
	Iteration 94Q: 3 clusters Score -2.160665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -21606660.000000 Penalty: 5965.534180
	Iteration 95Q: 3 clusters Score -2.160666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -21606658.000000 Penalty: 5965.534180
	Iteration 96Q: 3 clusters Score -2.160666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 97Q: 3 clusters Score -2.160667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -21606668.000000 Penalty: 5965.534180
	Iteration 98Q: 3 clusters Score -2.160667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -21606656.000000 Penalty: 5965.534180
	Iteration 99Q: 3 clusters Score -2.160666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -21606626.000000 Penalty: 5965.534180
	Iteration 100F: 3 clusters Score -2.160663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -21606646.000000 Penalty: 5965.534180
	Iteration 101Q: 3 clusters Score -2.160665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 119674 members 
Entering Unmasked Estep 
Score: -21606650.000000 Penalty: 5965.534180
	Iteration 102Q: 3 clusters Score -2.160665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -21606652.000000 Penalty: 5965.534180
	Iteration 103Q: 3 clusters Score -2.160665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 104Q: 3 clusters Score -2.160667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -21606650.000000 Penalty: 5965.534180
	Iteration 105Q: 3 clusters Score -2.160665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -21606638.000000 Penalty: 5965.534180
	Iteration 106Q: 3 clusters Score -2.160664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -21606640.000000 Penalty: 5965.534180
	Iteration 107Q: 3 clusters Score -2.160664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -21606630.000000 Penalty: 5965.534180
	Iteration 108Q: 3 clusters Score -2.160663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -21606628.000000 Penalty: 5965.534180
	Iteration 109Q: 3 clusters Score -2.160663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 119830 members 
Entering Unmasked Estep 
Score: -21606628.000000 Penalty: 5965.534180
	Iteration 110Q: 3 clusters Score -2.160663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -21606650.000000 Penalty: 5965.534180
	Iteration 111Q: 3 clusters Score -2.160665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -21606648.000000 Penalty: 5965.534180
	Iteration 112Q: 3 clusters Score -2.160665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -21606640.000000 Penalty: 5965.534180
	Iteration 113Q: 3 clusters Score -2.160664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -21606640.000000 Penalty: 5965.534180
	Iteration 114Q: 3 clusters Score -2.160664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -21606620.000000 Penalty: 5965.534180
	Iteration 115Q: 3 clusters Score -2.160662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 119906 members 
Entering Unmasked Estep 
Score: -21606624.000000 Penalty: 5965.534180
	Iteration 116Q: 3 clusters Score -2.160662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 119914 members 
Entering Unmasked Estep 
Score: -21606626.000000 Penalty: 5965.534180
	Iteration 117Q: 3 clusters Score -2.160663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 119928 members 
Entering Unmasked Estep 
Score: -21606650.000000 Penalty: 5965.534180
	Iteration 118Q: 3 clusters Score -2.160665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 119939 members 
Entering Unmasked Estep 
Score: -21606660.000000 Penalty: 5965.534180
	Iteration 119Q: 3 clusters Score -2.160666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 119949 members 
Entering Unmasked Estep 
Score: -21606672.000000 Penalty: 5965.534180
	Iteration 120F: 3 clusters Score -2.160667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -21606670.000000 Penalty: 5965.534180
	Iteration 121Q: 3 clusters Score -2.160667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -21606666.000000 Penalty: 5965.534180
	Iteration 122Q: 3 clusters Score -2.160667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -21606666.000000 Penalty: 5965.534180
	Iteration 123Q: 3 clusters Score -2.160667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -21606656.000000 Penalty: 5965.534180
	Iteration 124Q: 3 clusters Score -2.160666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -21606664.000000 Penalty: 5965.534180
	Iteration 125Q: 3 clusters Score -2.160666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -21606638.000000 Penalty: 5965.534180
	Iteration 126Q: 3 clusters Score -2.160664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -21606642.000000 Penalty: 5965.534180
	Iteration 127Q: 3 clusters Score -2.160664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -21606652.000000 Penalty: 5965.534180
	Iteration 128Q: 3 clusters Score -2.160665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -21606644.000000 Penalty: 5965.534180
	Iteration 129Q: 3 clusters Score -2.160664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -21606628.000000 Penalty: 5965.534180
	Iteration 130Q: 3 clusters Score -2.160663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -21606628.000000 Penalty: 5965.534180
	Iteration 131F: 3 clusters Score -2.160663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47543.140625 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -47543.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46177.968750 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -46177.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46491.335938 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -46491.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46761.570312 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -46761.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47215.445312 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -47215.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47583.910156 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -47583.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48099.800781 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -48099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48763.496094 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -48763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49011.152344 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -49011.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49155.457031 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -49155.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49169.531250 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -49169.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49185.871094 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -49185.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49205.656250 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -49205.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -49219.527344 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -49219.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -49234.968750 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -49234.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49248.300781 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -49248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49253.859375 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -49253.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49257.968750 Penalty: 3046.450439
	Iteration 16Q: 3 clusters Score -49257.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49264.984375 Penalty: 3046.450439
	Iteration 17F: 3 clusters Score -49264.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49292.316406 Penalty: 3046.450439
	Iteration 18Q: 3 clusters Score -49292.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49292.316406 Penalty: 3046.450439
	Iteration 19F: 3 clusters Score -49292.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56065 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 134 members 
Entering Unmasked Estep 
Score: -138539296.000000 Penalty: 82755.171875
Splitting cluster 17 changes total score from -138539536.000000 to -138539296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -490522.437500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -490522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -486676.531250 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -486676.5 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -487520.437500 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -487520.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -487695.781250 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -487695.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -487808.937500 Penalty: 4098.101074
	Iteration 3Q: 3 clusters Score -487808.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -487860.656250 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -487860.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -487895.968750 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -487896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -487918.843750 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -487918.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -487935.031250 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -487935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -487945.187500 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -487945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -487952.625000 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -487952.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -487968.093750 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -487968.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -487990.468750 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -487990.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -488006.781250 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -488006.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -488018.875000 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -488018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -488030.093750 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -488030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -488039.843750 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -488039.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -488052.812500 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -488052.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -488066.062500 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -488066.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -488077.062500 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -488077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -488086.156250 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -488086.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -488101.937500 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -488101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -488120.843750 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -488120.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -488143.843750 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -488143.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -488160.812500 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -488160.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -488180.468750 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -488180.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -488197.093750 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -488197.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -488215.781250 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -488215.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -488228.500000 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -488228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -488236.656250 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -488236.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -488242.500000 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -488242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -488246.906250 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -488246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -488251.031250 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -488251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -488255.000000 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -488255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -488262.937500 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -488262.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -488269.468750 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -488269.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -488275.906250 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -488275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -488284.906250 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -488284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -488294.031250 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -488294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -488301.656250 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -488301.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -488308.187500 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -488308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -488315.218750 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -488315.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -488323.562500 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -488323.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -488336.531250 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -488336.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -488350.093750 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -488350.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -488364.093750 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -488364.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -488379.781250 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -488379.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -488395.312500 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -488395.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -488411.218750 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -488411.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -488430.375000 Penalty: 4098.101074
	Iteration 48Q: 3 clusters Score -488430.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -488444.031250 Penalty: 4098.101074
	Iteration 49Q: 3 clusters Score -488444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -488460.343750 Penalty: 4098.101074
	Iteration 50Q: 3 clusters Score -488460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -488471.468750 Penalty: 4098.101074
	Iteration 51Q: 3 clusters Score -488471.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -488480.781250 Penalty: 4098.101074
	Iteration 52Q: 3 clusters Score -488480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -488492.406250 Penalty: 4098.101074
	Iteration 53Q: 3 clusters Score -488492.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -488506.593750 Penalty: 4098.101074
	Iteration 54Q: 3 clusters Score -488506.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -488522.437500 Penalty: 4098.101074
	Iteration 55Q: 3 clusters Score -488522.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -488537.375000 Penalty: 4098.101074
	Iteration 56Q: 3 clusters Score -488537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -488550.656250 Penalty: 4098.101074
	Iteration 57Q: 3 clusters Score -488550.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -488558.125000 Penalty: 4098.101074
	Iteration 58Q: 3 clusters Score -488558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -488569.687500 Penalty: 4098.101074
	Iteration 59Q: 3 clusters Score -488569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -488582.906250 Penalty: 4098.101074
	Iteration 60F: 3 clusters Score -488582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -488597.218750 Penalty: 4098.101074
	Iteration 61Q: 3 clusters Score -488597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -488610.968750 Penalty: 4098.101074
	Iteration 62Q: 3 clusters Score -488611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -488621.625000 Penalty: 4098.101074
	Iteration 63Q: 3 clusters Score -488621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -488628.718750 Penalty: 4098.101074
	Iteration 64Q: 3 clusters Score -488628.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -488635.687500 Penalty: 4098.101074
	Iteration 65Q: 3 clusters Score -488635.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -488644.562500 Penalty: 4098.101074
	Iteration 66Q: 3 clusters Score -488644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -488653.187500 Penalty: 4098.101074
	Iteration 67Q: 3 clusters Score -488653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -488656.437500 Penalty: 4098.101074
	Iteration 68Q: 3 clusters Score -488656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -488658.562500 Penalty: 4098.101074
	Iteration 69Q: 3 clusters Score -488658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -488659.218750 Penalty: 4098.101074
	Iteration 70Q: 3 clusters Score -488659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -488663.312500 Penalty: 4098.101074
	Iteration 71Q: 3 clusters Score -488663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -488665.281250 Penalty: 4098.101074
	Iteration 72Q: 3 clusters Score -488665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -488668.093750 Penalty: 4098.101074
	Iteration 73Q: 3 clusters Score -488668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -488670.625000 Penalty: 4098.101074
	Iteration 74Q: 3 clusters Score -488670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -488670.625000 Penalty: 4098.101074
	Iteration 75Q: 3 clusters Score -488670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -488671.906250 Penalty: 4098.101074
	Iteration 76Q: 3 clusters Score -488671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -488672.781250 Penalty: 4098.101074
	Iteration 77Q: 3 clusters Score -488672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -488673.000000 Penalty: 4098.101074
	Iteration 78Q: 3 clusters Score -488673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -488674.031250 Penalty: 4098.101074
	Iteration 79Q: 3 clusters Score -488674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -488673.906250 Penalty: 4098.101074
	Iteration 80F: 3 clusters Score -488673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -28228.242188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -28228.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27021.832031 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -27021.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27191.185547 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -27191.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27256.300781 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -27256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27303.804688 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -27303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27324.074219 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -27324.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27327.656250 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -27327.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27327.656250 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -27327.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183340 members 
Entering Unmasked Estep 
Score: -23751722.000000 Penalty: 3005.536133
	Iteration 0F: 2 clusters Score -2.375172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -23632574.000000 Penalty: 6011.072266
	Iteration 0F: 3 clusters Score -2.363257e+07 nChanged 87916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -23684376.000000 Penalty: 6011.072266
	Iteration 1F: 3 clusters Score -2.368438e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -23685636.000000 Penalty: 6011.072266
	Iteration 2Q: 3 clusters Score -2.368564e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -23686618.000000 Penalty: 6011.072266
	Iteration 3Q: 3 clusters Score -2.368662e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -23688316.000000 Penalty: 6011.072266
	Iteration 4Q: 3 clusters Score -2.368832e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -23690526.000000 Penalty: 6011.072266
	Iteration 5Q: 3 clusters Score -2.369053e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -23693494.000000 Penalty: 6011.072266
	Iteration 6Q: 3 clusters Score -2.369349e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -23697392.000000 Penalty: 6011.072266
	Iteration 7Q: 3 clusters Score -2.369739e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -23703208.000000 Penalty: 6011.072266
	Iteration 8F: 3 clusters Score -2.370321e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -23710166.000000 Penalty: 6011.072266
	Iteration 9F: 3 clusters Score -2.371017e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -23717732.000000 Penalty: 6011.072266
	Iteration 10F: 3 clusters Score -2.371773e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 139485 members 
Entering Unmasked Estep 
Score: -23725110.000000 Penalty: 6011.072266
	Iteration 11F: 3 clusters Score -2.372511e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -23730024.000000 Penalty: 6011.072266
	Iteration 12Q: 3 clusters Score -2.373002e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 148556 members 
Entering Unmasked Estep 
Score: -23732826.000000 Penalty: 6011.072266
	Iteration 13Q: 3 clusters Score -2.373283e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 152093 members 
Entering Unmasked Estep 
Score: -23734420.000000 Penalty: 6011.072266
	Iteration 14Q: 3 clusters Score -2.373442e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 155416 members 
Entering Unmasked Estep 
Score: -23735936.000000 Penalty: 6011.072266
	Iteration 15Q: 3 clusters Score -2.373594e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -23737328.000000 Penalty: 6011.072266
	Iteration 16Q: 3 clusters Score -2.373733e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -23738984.000000 Penalty: 6011.072266
	Iteration 17Q: 3 clusters Score -2.373898e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -23740470.000000 Penalty: 6011.072266
	Iteration 18Q: 3 clusters Score -2.374047e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -23742004.000000 Penalty: 6011.072266
	Iteration 19Q: 3 clusters Score -2.3742e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 170445 members 
Entering Unmasked Estep 
Score: -23743340.000000 Penalty: 6011.072266
	Iteration 20F: 3 clusters Score -2.374334e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -23744728.000000 Penalty: 6011.072266
	Iteration 21Q: 3 clusters Score -2.374473e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 175210 members 
Entering Unmasked Estep 
Score: -23745734.000000 Penalty: 6011.072266
	Iteration 22Q: 3 clusters Score -2.374573e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -23746648.000000 Penalty: 6011.072266
	Iteration 23Q: 3 clusters Score -2.374665e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -23747346.000000 Penalty: 6011.072266
	Iteration 24Q: 3 clusters Score -2.374735e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -23747938.000000 Penalty: 6011.072266
	Iteration 25Q: 3 clusters Score -2.374794e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 180729 members 
Entering Unmasked Estep 
Score: -23748240.000000 Penalty: 6011.072266
	Iteration 26Q: 3 clusters Score -2.374824e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 181369 members 
Entering Unmasked Estep 
Score: -23748536.000000 Penalty: 6011.072266
	Iteration 27Q: 3 clusters Score -2.374854e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -23748774.000000 Penalty: 6011.072266
	Iteration 28Q: 3 clusters Score -2.374877e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 182068 members 
Entering Unmasked Estep 
Score: -23748860.000000 Penalty: 6011.072266
	Iteration 29Q: 3 clusters Score -2.374886e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 182263 members 
Entering Unmasked Estep 
Score: -23748918.000000 Penalty: 6011.072266
	Iteration 30Q: 3 clusters Score -2.374892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 182381 members 
Entering Unmasked Estep 
Score: -23748960.000000 Penalty: 6011.072266
	Iteration 31Q: 3 clusters Score -2.374896e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 182458 members 
Entering Unmasked Estep 
Score: -23748974.000000 Penalty: 6011.072266
	Iteration 32Q: 3 clusters Score -2.374897e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 182526 members 
Entering Unmasked Estep 
Score: -23749034.000000 Penalty: 6011.072266
	Iteration 33Q: 3 clusters Score -2.374903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 182576 members 
Entering Unmasked Estep 
Score: -23749044.000000 Penalty: 6011.072266
	Iteration 34Q: 3 clusters Score -2.374904e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 182619 members 
Entering Unmasked Estep 
Score: -23749086.000000 Penalty: 6011.072266
	Iteration 35Q: 3 clusters Score -2.374909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 182647 members 
Entering Unmasked Estep 
Score: -23749096.000000 Penalty: 6011.072266
	Iteration 36Q: 3 clusters Score -2.37491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 182668 members 
Entering Unmasked Estep 
Score: -23749106.000000 Penalty: 6011.072266
	Iteration 37Q: 3 clusters Score -2.374911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 182684 members 
Entering Unmasked Estep 
Score: -23749130.000000 Penalty: 6011.072266
	Iteration 38Q: 3 clusters Score -2.374913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 182702 members 
Entering Unmasked Estep 
Score: -23749156.000000 Penalty: 6011.072266
	Iteration 39Q: 3 clusters Score -2.374916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 182723 members 
Entering Unmasked Estep 
Score: -23749146.000000 Penalty: 6011.072266
	Iteration 40F: 3 clusters Score -2.374915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 182738 members 
Entering Unmasked Estep 
Score: -23749164.000000 Penalty: 6011.072266
	Iteration 41Q: 3 clusters Score -2.374916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 182753 members 
Entering Unmasked Estep 
Score: -23749174.000000 Penalty: 6011.072266
	Iteration 42Q: 3 clusters Score -2.374917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -23749168.000000 Penalty: 6011.072266
	Iteration 43Q: 3 clusters Score -2.374917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -23749168.000000 Penalty: 6011.072266
	Iteration 44Q: 3 clusters Score -2.374917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -23749178.000000 Penalty: 6011.072266
	Iteration 45Q: 3 clusters Score -2.374918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -23749180.000000 Penalty: 6011.072266
	Iteration 46Q: 3 clusters Score -2.374918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 182787 members 
Entering Unmasked Estep 
Score: -23749164.000000 Penalty: 6011.072266
	Iteration 47Q: 3 clusters Score -2.374916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 182792 members 
Entering Unmasked Estep 
Score: -23749174.000000 Penalty: 6011.072266
	Iteration 48Q: 3 clusters Score -2.374917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -23749178.000000 Penalty: 6011.072266
	Iteration 49Q: 3 clusters Score -2.374918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -23749178.000000 Penalty: 6011.072266
	Iteration 50Q: 3 clusters Score -2.374918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 182798 members 
Entering Unmasked Estep 
Score: -23749172.000000 Penalty: 6011.072266
	Iteration 51Q: 3 clusters Score -2.374917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 182799 members 
Entering Unmasked Estep 
Score: -23749188.000000 Penalty: 6011.072266
	Iteration 52Q: 3 clusters Score -2.374919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 182800 members 
Entering Unmasked Estep 
Score: -23749186.000000 Penalty: 6011.072266
	Iteration 53Q: 3 clusters Score -2.374919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 182800 members 
Entering Unmasked Estep 
Score: -23749186.000000 Penalty: 6011.072266
	Iteration 54F: 3 clusters Score -2.374919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -210936.984375 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -210937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208561.968750 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -208562 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -208925.312500 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -208925.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209018.125000 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -209018.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209079.546875 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -209079.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209104.093750 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -209104.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209121.296875 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -209121.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209132.406250 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -209132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209143.906250 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -209143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209152.421875 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -209152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209157.593750 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -209157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209161.406250 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -209161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209164.125000 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -209164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209165.687500 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -209165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209166.171875 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -209166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209166.609375 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -209166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209167.718750 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -209167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209170.500000 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -209170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209171.468750 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -209171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209174.281250 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -209174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209177.203125 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -209177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209178.734375 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -209178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209179.640625 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -209179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209179.640625 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -209179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209179.640625 Penalty: 3667.973389
	Iteration 23F: 3 clusters Score -209179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -469716.000000 Penalty: 2043.877075
	Iteration 0F: 2 clusters Score -469716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -465941.218750 Penalty: 4087.754150
	Iteration 0F: 3 clusters Score -465941.2 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -466839.281250 Penalty: 4087.754150
	Iteration 1F: 3 clusters Score -466839.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -467008.593750 Penalty: 4087.754150
	Iteration 2F: 3 clusters Score -467008.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -467116.687500 Penalty: 4087.754150
	Iteration 3Q: 3 clusters Score -467116.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -467197.093750 Penalty: 4087.754150
	Iteration 4Q: 3 clusters Score -467197.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -467251.437500 Penalty: 4087.754150
	Iteration 5Q: 3 clusters Score -467251.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -467291.093750 Penalty: 4087.754150
	Iteration 6Q: 3 clusters Score -467291.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -467315.312500 Penalty: 4087.754150
	Iteration 7Q: 3 clusters Score -467315.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -467327.468750 Penalty: 4087.754150
	Iteration 8Q: 3 clusters Score -467327.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -467336.187500 Penalty: 4087.754150
	Iteration 9Q: 3 clusters Score -467336.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -467348.156250 Penalty: 4087.754150
	Iteration 10Q: 3 clusters Score -467348.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -467356.562500 Penalty: 4087.754150
	Iteration 11Q: 3 clusters Score -467356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -467364.406250 Penalty: 4087.754150
	Iteration 12Q: 3 clusters Score -467364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -467368.593750 Penalty: 4087.754150
	Iteration 13Q: 3 clusters Score -467368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -467377.593750 Penalty: 4087.754150
	Iteration 14Q: 3 clusters Score -467377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -467382.843750 Penalty: 4087.754150
	Iteration 15Q: 3 clusters Score -467382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -467388.968750 Penalty: 4087.754150
	Iteration 16Q: 3 clusters Score -467389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -467394.156250 Penalty: 4087.754150
	Iteration 17Q: 3 clusters Score -467394.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -467402.500000 Penalty: 4087.754150
	Iteration 18Q: 3 clusters Score -467402.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -467407.156250 Penalty: 4087.754150
	Iteration 19Q: 3 clusters Score -467407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -467413.562500 Penalty: 4087.754150
	Iteration 20F: 3 clusters Score -467413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -467415.781250 Penalty: 4087.754150
	Iteration 21Q: 3 clusters Score -467415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -467418.968750 Penalty: 4087.754150
	Iteration 22Q: 3 clusters Score -467419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -467425.250000 Penalty: 4087.754150
	Iteration 23Q: 3 clusters Score -467425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -467428.718750 Penalty: 4087.754150
	Iteration 24Q: 3 clusters Score -467428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -467431.656250 Penalty: 4087.754150
	Iteration 25Q: 3 clusters Score -467431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -467432.843750 Penalty: 4087.754150
	Iteration 26Q: 3 clusters Score -467432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -467433.843750 Penalty: 4087.754150
	Iteration 27Q: 3 clusters Score -467433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -467435.437500 Penalty: 4087.754150
	Iteration 28Q: 3 clusters Score -467435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -467436.593750 Penalty: 4087.754150
	Iteration 29Q: 3 clusters Score -467436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -467438.093750 Penalty: 4087.754150
	Iteration 30Q: 3 clusters Score -467438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -467439.125000 Penalty: 4087.754150
	Iteration 31Q: 3 clusters Score -467439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -467439.531250 Penalty: 4087.754150
	Iteration 32Q: 3 clusters Score -467439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -467440.687500 Penalty: 4087.754150
	Iteration 33Q: 3 clusters Score -467440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -467440.687500 Penalty: 4087.754150
	Iteration 34F: 3 clusters Score -467440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -67573.351562 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -67573.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66047.515625 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -66047.52 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66416.210938 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -66416.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66821.273438 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -66821.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67522.773438 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -67522.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68542.406250 Penalty: 3187.538330
	Iteration 4F: 3 clusters Score -68542.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68678.859375 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -68678.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68754.648438 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -68754.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68783.898438 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -68783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68790.906250 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -68790.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68807.398438 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -68807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -68816.156250 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -68816.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68828.195312 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -68828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -68856.585938 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -68856.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68866.460938 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -68866.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68866.460938 Penalty: 3187.538330
	Iteration 14F: 3 clusters Score -68866.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56065 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 104 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
Score: -138538864.000000 Penalty: 82755.171875
Splitting cluster 23 changes total score from -138539536.000000 to -138538864.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56065 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188766 members 
Mstep: Class 8 contains 135602 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167257 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539488.000000 Penalty: 79307.039062
Iteration 199Q: 24 clusters Score -1.385395e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200212 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56070 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188767 members 
Mstep: Class 8 contains 135596 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27401 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32558 members 
Mstep: Class 16 contains 167256 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183343 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 200F: 24 clusters Score -1.385396e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200209 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56073 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188767 members 
Mstep: Class 8 contains 135589 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167252 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183352 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 201Q: 24 clusters Score -1.385396e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200206 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56076 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188773 members 
Mstep: Class 8 contains 135581 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 63825 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167246 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183359 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 202Q: 24 clusters Score -1.385396e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200208 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56076 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188780 members 
Mstep: Class 8 contains 135569 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63825 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167247 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183364 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 203Q: 24 clusters Score -1.385396e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200207 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56077 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188791 members 
Mstep: Class 8 contains 135565 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167244 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183364 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 204Q: 24 clusters Score -1.385396e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200202 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56079 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188804 members 
Mstep: Class 8 contains 135563 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27401 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167243 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183358 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 205Q: 24 clusters Score -1.385396e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200199 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56080 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188812 members 
Mstep: Class 8 contains 135557 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32556 members 
Mstep: Class 16 contains 167240 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183360 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 206Q: 24 clusters Score -1.385396e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200193 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56080 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188825 members 
Mstep: Class 8 contains 135551 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 167236 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183359 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539664.000000 Penalty: 79307.039062
Iteration 207Q: 24 clusters Score -1.385397e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200194 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56079 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188836 members 
Mstep: Class 8 contains 135541 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32555 members 
Mstep: Class 16 contains 167236 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183359 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 208Q: 24 clusters Score -1.385396e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200191 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56079 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188857 members 
Mstep: Class 8 contains 135531 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32555 members 
Mstep: Class 16 contains 167230 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183355 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 209Q: 24 clusters Score -1.385397e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200187 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56079 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188882 members 
Mstep: Class 8 contains 135510 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32553 members 
Mstep: Class 16 contains 167225 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183360 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 79307.039062
Iteration 210Q: 24 clusters Score -1.385397e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200189 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56078 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188915 members 
Mstep: Class 8 contains 135481 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32553 members 
Mstep: Class 16 contains 167223 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183359 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 79307.039062
Iteration 211Q: 24 clusters Score -1.385398e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200188 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56079 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188947 members 
Mstep: Class 8 contains 135458 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183357 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 212Q: 24 clusters Score -1.385397e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200184 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56081 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188967 members 
Mstep: Class 8 contains 135439 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27408 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32553 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183360 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 213Q: 24 clusters Score -1.385398e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200183 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56081 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 188991 members 
Mstep: Class 8 contains 135421 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63818 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183358 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539792.000000 Penalty: 79307.039062
Iteration 214Q: 24 clusters Score -1.385398e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200186 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56082 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189011 members 
Mstep: Class 8 contains 135407 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 167209 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183357 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 79307.039062
Iteration 215Q: 24 clusters Score -1.385397e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200182 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56082 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189032 members 
Mstep: Class 8 contains 135395 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32552 members 
Mstep: Class 16 contains 167205 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183356 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539776.000000 Penalty: 79307.039062
Iteration 216Q: 24 clusters Score -1.385398e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200180 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56083 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189058 members 
Mstep: Class 8 contains 135383 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32549 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183352 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 217Q: 24 clusters Score -1.385398e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200178 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189074 members 
Mstep: Class 8 contains 135378 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183344 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 218Q: 24 clusters Score -1.385399e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200178 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189088 members 
Mstep: Class 8 contains 135374 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183338 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539776.000000 Penalty: 79307.039062
Iteration 219Q: 24 clusters Score -1.385398e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200180 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189108 members 
Mstep: Class 8 contains 135365 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183328 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 220F: 24 clusters Score -1.385397e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200188 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56083 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189116 members 
Mstep: Class 8 contains 135361 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167197 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183320 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 221Q: 24 clusters Score -1.385398e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200193 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56084 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189126 members 
Mstep: Class 8 contains 135349 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183312 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539744.000000 Penalty: 79307.039062
Iteration 222Q: 24 clusters Score -1.385397e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200194 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189136 members 
Mstep: Class 8 contains 135335 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 63819 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183310 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 223Q: 24 clusters Score -1.385397e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200192 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56084 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189142 members 
Mstep: Class 8 contains 135324 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167207 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183314 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 224Q: 24 clusters Score -1.385396e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200190 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56085 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189152 members 
Mstep: Class 8 contains 135310 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 167212 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183315 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 225Q: 24 clusters Score -1.385396e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200192 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56088 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189162 members 
Mstep: Class 8 contains 135302 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167212 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183306 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 226Q: 24 clusters Score -1.385396e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200190 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189172 members 
Mstep: Class 8 contains 135294 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167210 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183303 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 227Q: 24 clusters Score -1.385396e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200185 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189185 members 
Mstep: Class 8 contains 135288 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167212 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183296 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 228Q: 24 clusters Score -1.385396e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200179 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56093 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189203 members 
Mstep: Class 8 contains 135284 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167213 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183284 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539680.000000 Penalty: 79307.039062
Iteration 229Q: 24 clusters Score -1.385397e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189216 members 
Mstep: Class 8 contains 135281 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32543 members 
Mstep: Class 16 contains 167214 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183277 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 230Q: 24 clusters Score -1.385396e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200175 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56097 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189222 members 
Mstep: Class 8 contains 135280 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32543 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183269 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539616.000000 Penalty: 79307.039062
Iteration 231Q: 24 clusters Score -1.385396e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200175 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56097 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189232 members 
Mstep: Class 8 contains 135278 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32543 members 
Mstep: Class 16 contains 167219 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183260 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539616.000000 Penalty: 79307.039062
Iteration 232Q: 24 clusters Score -1.385396e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56096 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189252 members 
Mstep: Class 8 contains 135269 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183248 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 233Q: 24 clusters Score -1.385396e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56096 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189270 members 
Mstep: Class 8 contains 135265 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167216 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183237 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539664.000000 Penalty: 79307.039062
Iteration 234Q: 24 clusters Score -1.385397e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189284 members 
Mstep: Class 8 contains 135263 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167213 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183229 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 235Q: 24 clusters Score -1.385396e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200174 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56096 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189305 members 
Mstep: Class 8 contains 135248 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167215 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183224 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539584.000000 Penalty: 79307.039062
Iteration 236Q: 24 clusters Score -1.385396e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200175 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189320 members 
Mstep: Class 8 contains 135240 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167219 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183215 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539488.000000 Penalty: 79307.039062
Iteration 237Q: 24 clusters Score -1.385395e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200176 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189329 members 
Mstep: Class 8 contains 135234 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183214 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539536.000000 Penalty: 79307.039062
Iteration 238Q: 24 clusters Score -1.385395e+08 nChanged 38
Entering ConstructFrom: 
Score: -138539536.000000 Penalty: 79307.039062
Entering ConstructFrom: 
Trying to split cluster 1 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -676174.125000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -676174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -671367.500000 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -671367.5 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -672730.062500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -672730.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -673082.437500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -673082.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -673403.000000 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -673403 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -673717.437500 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -673717.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -674010.687500 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -674010.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -674240.562500 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -674240.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -674432.312500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -674432.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -674570.125000 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -674570.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -674680.937500 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -674680.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -674780.625000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -674780.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -674862.375000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -674862.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -674930.812500 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -674930.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -674988.812500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -674988.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -675031.312500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -675031.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -675066.562500 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -675066.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -675094.437500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -675094.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -675116.375000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -675116.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -675136.625000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -675136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -675146.187500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -675146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -675152.562500 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -675152.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -675159.062500 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -675159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -675165.062500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -675165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -675167.875000 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -675167.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -675172.437500 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -675172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -675176.437500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -675176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -675178.250000 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -675178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -675179.375000 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -675179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -675179.687500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -675179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -675179.687500 Penalty: 4272.522461
	Iteration 29F: 3 clusters Score -675179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200177 members 
Entering Unmasked Estep 
Score: -25816328.000000 Penalty: 3027.325195
	Iteration 0F: 2 clusters Score -2.581633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -25686228.000000 Penalty: 6054.650391
	Iteration 0F: 3 clusters Score -2.568623e+07 nChanged 96365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -25742434.000000 Penalty: 6054.650391
	Iteration 1F: 3 clusters Score -2.574243e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -25743398.000000 Penalty: 6054.650391
	Iteration 2Q: 3 clusters Score -2.57434e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -25744434.000000 Penalty: 6054.650391
	Iteration 3Q: 3 clusters Score -2.574443e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -25745862.000000 Penalty: 6054.650391
	Iteration 4Q: 3 clusters Score -2.574586e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -25747812.000000 Penalty: 6054.650391
	Iteration 5Q: 3 clusters Score -2.574781e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -25750748.000000 Penalty: 6054.650391
	Iteration 6Q: 3 clusters Score -2.575075e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -25755688.000000 Penalty: 6054.650391
	Iteration 7Q: 3 clusters Score -2.575569e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112038 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -25763792.000000 Penalty: 6054.650391
	Iteration 8F: 3 clusters Score -2.576379e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117401 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -25775410.000000 Penalty: 6054.650391
	Iteration 9F: 3 clusters Score -2.577541e+07 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -25788312.000000 Penalty: 6054.650391
	Iteration 10F: 3 clusters Score -2.578831e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125504 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -25796546.000000 Penalty: 6054.650391
	Iteration 11F: 3 clusters Score -2.579655e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -25798714.000000 Penalty: 6054.650391
	Iteration 12Q: 3 clusters Score -2.579871e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128350 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -25799524.000000 Penalty: 6054.650391
	Iteration 13Q: 3 clusters Score -2.579952e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -25800108.000000 Penalty: 6054.650391
	Iteration 14Q: 3 clusters Score -2.580011e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -25800496.000000 Penalty: 6054.650391
	Iteration 15Q: 3 clusters Score -2.58005e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -25800856.000000 Penalty: 6054.650391
	Iteration 16Q: 3 clusters Score -2.580086e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133105 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -25801090.000000 Penalty: 6054.650391
	Iteration 17Q: 3 clusters Score -2.580109e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134323 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -25801360.000000 Penalty: 6054.650391
	Iteration 18Q: 3 clusters Score -2.580136e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -25801726.000000 Penalty: 6054.650391
	Iteration 19Q: 3 clusters Score -2.580173e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136820 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -25802124.000000 Penalty: 6054.650391
	Iteration 20F: 3 clusters Score -2.580212e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138051 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -25802528.000000 Penalty: 6054.650391
	Iteration 21Q: 3 clusters Score -2.580253e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -25803040.000000 Penalty: 6054.650391
	Iteration 22Q: 3 clusters Score -2.580304e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -25803580.000000 Penalty: 6054.650391
	Iteration 23Q: 3 clusters Score -2.580358e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142103 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -25804090.000000 Penalty: 6054.650391
	Iteration 24Q: 3 clusters Score -2.580409e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -25804722.000000 Penalty: 6054.650391
	Iteration 25Q: 3 clusters Score -2.580472e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -25805244.000000 Penalty: 6054.650391
	Iteration 26Q: 3 clusters Score -2.580524e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -25805954.000000 Penalty: 6054.650391
	Iteration 27Q: 3 clusters Score -2.580595e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -25806498.000000 Penalty: 6054.650391
	Iteration 28Q: 3 clusters Score -2.58065e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150108 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -25807020.000000 Penalty: 6054.650391
	Iteration 29Q: 3 clusters Score -2.580702e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -25807542.000000 Penalty: 6054.650391
	Iteration 30Q: 3 clusters Score -2.580754e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -25808286.000000 Penalty: 6054.650391
	Iteration 31Q: 3 clusters Score -2.580829e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -25808886.000000 Penalty: 6054.650391
	Iteration 32Q: 3 clusters Score -2.580889e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -25809534.000000 Penalty: 6054.650391
	Iteration 33Q: 3 clusters Score -2.580953e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -25810094.000000 Penalty: 6054.650391
	Iteration 34Q: 3 clusters Score -2.581009e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -25810706.000000 Penalty: 6054.650391
	Iteration 35Q: 3 clusters Score -2.581071e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -25811336.000000 Penalty: 6054.650391
	Iteration 36Q: 3 clusters Score -2.581134e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -25811978.000000 Penalty: 6054.650391
	Iteration 37Q: 3 clusters Score -2.581198e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -25812520.000000 Penalty: 6054.650391
	Iteration 38Q: 3 clusters Score -2.581252e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166291 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -25813038.000000 Penalty: 6054.650391
	Iteration 39Q: 3 clusters Score -2.581304e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167823 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -25813598.000000 Penalty: 6054.650391
	Iteration 40F: 3 clusters Score -2.58136e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -25814212.000000 Penalty: 6054.650391
	Iteration 41Q: 3 clusters Score -2.581421e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -25814442.000000 Penalty: 6054.650391
	Iteration 42Q: 3 clusters Score -2.581444e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172308 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -25814662.000000 Penalty: 6054.650391
	Iteration 43Q: 3 clusters Score -2.581466e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -25814978.000000 Penalty: 6054.650391
	Iteration 44Q: 3 clusters Score -2.581498e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -25815104.000000 Penalty: 6054.650391
	Iteration 45Q: 3 clusters Score -2.58151e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176500 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -25815194.000000 Penalty: 6054.650391
	Iteration 46Q: 3 clusters Score -2.581519e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -25815414.000000 Penalty: 6054.650391
	Iteration 47Q: 3 clusters Score -2.581541e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178974 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -25815484.000000 Penalty: 6054.650391
	Iteration 48Q: 3 clusters Score -2.581548e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180163 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -25815596.000000 Penalty: 6054.650391
	Iteration 49Q: 3 clusters Score -2.58156e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181241 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -25815662.000000 Penalty: 6054.650391
	Iteration 50Q: 3 clusters Score -2.581566e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182228 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -25815784.000000 Penalty: 6054.650391
	Iteration 51Q: 3 clusters Score -2.581578e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -25815850.000000 Penalty: 6054.650391
	Iteration 52Q: 3 clusters Score -2.581585e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184020 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -25815930.000000 Penalty: 6054.650391
	Iteration 53Q: 3 clusters Score -2.581593e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184857 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -25815744.000000 Penalty: 6054.650391
	Iteration 54Q: 3 clusters Score -2.581574e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185636 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -25815622.000000 Penalty: 6054.650391
	Iteration 55Q: 3 clusters Score -2.581562e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -25815502.000000 Penalty: 6054.650391
	Iteration 56Q: 3 clusters Score -2.58155e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -25815454.000000 Penalty: 6054.650391
	Iteration 57Q: 3 clusters Score -2.581545e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187757 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -25815390.000000 Penalty: 6054.650391
	Iteration 58Q: 3 clusters Score -2.581539e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -25815396.000000 Penalty: 6054.650391
	Iteration 59Q: 3 clusters Score -2.58154e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -25815392.000000 Penalty: 6054.650391
	Iteration 60F: 3 clusters Score -2.581539e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -25815370.000000 Penalty: 6054.650391
	Iteration 61Q: 3 clusters Score -2.581537e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190111 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -25815332.000000 Penalty: 6054.650391
	Iteration 62Q: 3 clusters Score -2.581533e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190582 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -25815182.000000 Penalty: 6054.650391
	Iteration 63Q: 3 clusters Score -2.581518e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191059 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -25815088.000000 Penalty: 6054.650391
	Iteration 64Q: 3 clusters Score -2.581509e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191478 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -25814972.000000 Penalty: 6054.650391
	Iteration 65Q: 3 clusters Score -2.581497e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191847 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -25814924.000000 Penalty: 6054.650391
	Iteration 66Q: 3 clusters Score -2.581492e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192176 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -25814864.000000 Penalty: 6054.650391
	Iteration 67Q: 3 clusters Score -2.581486e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192515 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -25814882.000000 Penalty: 6054.650391
	Iteration 68Q: 3 clusters Score -2.581488e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192865 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -25814808.000000 Penalty: 6054.650391
	Iteration 69Q: 3 clusters Score -2.581481e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193186 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -25814756.000000 Penalty: 6054.650391
	Iteration 70Q: 3 clusters Score -2.581476e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193478 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -25814696.000000 Penalty: 6054.650391
	Iteration 71Q: 3 clusters Score -2.58147e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193771 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -25814648.000000 Penalty: 6054.650391
	Iteration 72Q: 3 clusters Score -2.581465e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -25814612.000000 Penalty: 6054.650391
	Iteration 73Q: 3 clusters Score -2.581461e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -25814578.000000 Penalty: 6054.650391
	Iteration 74Q: 3 clusters Score -2.581458e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194554 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -25814544.000000 Penalty: 6054.650391
	Iteration 75Q: 3 clusters Score -2.581454e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -25814554.000000 Penalty: 6054.650391
	Iteration 76Q: 3 clusters Score -2.581455e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195011 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.581456e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195217 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -25814458.000000 Penalty: 6054.650391
	Iteration 78Q: 3 clusters Score -2.581446e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.581446e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195623 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -25814434.000000 Penalty: 6054.650391
	Iteration 80F: 3 clusters Score -2.581443e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195796 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.581443e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195979 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.581443e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196151 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.581441e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196308 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.58144e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196464 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.58144e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196620 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.581437e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196764 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.581435e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196894 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -25814326.000000 Penalty: 6054.650391
	Iteration 88Q: 3 clusters Score -2.581433e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25814310.000000 Penalty: 6054.650391
	Iteration 89Q: 3 clusters Score -2.581431e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197137 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.581431e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197235 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -25814250.000000 Penalty: 6054.650391
	Iteration 91Q: 3 clusters Score -2.581425e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197318 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -25814244.000000 Penalty: 6054.650391
	Iteration 92Q: 3 clusters Score -2.581424e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197411 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -25814256.000000 Penalty: 6054.650391
	Iteration 93Q: 3 clusters Score -2.581426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197497 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.581424e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197571 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -25814264.000000 Penalty: 6054.650391
	Iteration 95Q: 3 clusters Score -2.581426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197627 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25814210.000000 Penalty: 6054.650391
	Iteration 96Q: 3 clusters Score -2.581421e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197674 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -25814184.000000 Penalty: 6054.650391
	Iteration 97Q: 3 clusters Score -2.581418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197722 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -25814182.000000 Penalty: 6054.650391
	Iteration 98Q: 3 clusters Score -2.581418e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197760 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -25814184.000000 Penalty: 6054.650391
	Iteration 99Q: 3 clusters Score -2.581418e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197796 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -25814188.000000 Penalty: 6054.650391
	Iteration 100F: 3 clusters Score -2.581419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197837 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25814196.000000 Penalty: 6054.650391
	Iteration 101Q: 3 clusters Score -2.58142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197866 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -25814206.000000 Penalty: 6054.650391
	Iteration 102Q: 3 clusters Score -2.581421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25814192.000000 Penalty: 6054.650391
	Iteration 103Q: 3 clusters Score -2.581419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197931 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -25814206.000000 Penalty: 6054.650391
	Iteration 104Q: 3 clusters Score -2.581421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197966 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -25814200.000000 Penalty: 6054.650391
	Iteration 105Q: 3 clusters Score -2.58142e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198002 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.58142e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198025 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.58142e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198041 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.581421e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198060 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.581422e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198075 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.581422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198090 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.581422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198103 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25814220.000000 Penalty: 6054.650391
	Iteration 112Q: 3 clusters Score -2.581422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -25814232.000000 Penalty: 6054.650391
	Iteration 113Q: 3 clusters Score -2.581423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198129 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -25814210.000000 Penalty: 6054.650391
	Iteration 114Q: 3 clusters Score -2.581421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198137 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -25814178.000000 Penalty: 6054.650391
	Iteration 115Q: 3 clusters Score -2.581418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198143 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -25814188.000000 Penalty: 6054.650391
	Iteration 116Q: 3 clusters Score -2.581419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198151 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -25814168.000000 Penalty: 6054.650391
	Iteration 117Q: 3 clusters Score -2.581417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198157 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25814192.000000 Penalty: 6054.650391
	Iteration 118Q: 3 clusters Score -2.581419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198163 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25814178.000000 Penalty: 6054.650391
	Iteration 119Q: 3 clusters Score -2.581418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198170 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -25814164.000000 Penalty: 6054.650391
	Iteration 120F: 3 clusters Score -2.581416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198175 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -25814162.000000 Penalty: 6054.650391
	Iteration 121Q: 3 clusters Score -2.581416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198181 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -25814152.000000 Penalty: 6054.650391
	Iteration 122Q: 3 clusters Score -2.581415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198189 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -25814138.000000 Penalty: 6054.650391
	Iteration 123Q: 3 clusters Score -2.581414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -25814144.000000 Penalty: 6054.650391
	Iteration 124Q: 3 clusters Score -2.581414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198203 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -25814156.000000 Penalty: 6054.650391
	Iteration 125Q: 3 clusters Score -2.581416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198210 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -25814136.000000 Penalty: 6054.650391
	Iteration 126Q: 3 clusters Score -2.581414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198217 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -25814136.000000 Penalty: 6054.650391
	Iteration 127Q: 3 clusters Score -2.581414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198225 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -25814116.000000 Penalty: 6054.650391
	Iteration 128Q: 3 clusters Score -2.581412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25814130.000000 Penalty: 6054.650391
	Iteration 129Q: 3 clusters Score -2.581413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25814100.000000 Penalty: 6054.650391
	Iteration 130Q: 3 clusters Score -2.58141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -25814108.000000 Penalty: 6054.650391
	Iteration 131Q: 3 clusters Score -2.581411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -25814118.000000 Penalty: 6054.650391
	Iteration 132Q: 3 clusters Score -2.581412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198255 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -25814134.000000 Penalty: 6054.650391
	Iteration 133Q: 3 clusters Score -2.581413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198260 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -25814132.000000 Penalty: 6054.650391
	Iteration 134Q: 3 clusters Score -2.581413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -25814128.000000 Penalty: 6054.650391
	Iteration 135Q: 3 clusters Score -2.581413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198267 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -25814136.000000 Penalty: 6054.650391
	Iteration 136Q: 3 clusters Score -2.581414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198270 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25814122.000000 Penalty: 6054.650391
	Iteration 137Q: 3 clusters Score -2.581412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198272 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -25814134.000000 Penalty: 6054.650391
	Iteration 138Q: 3 clusters Score -2.581413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198274 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -25814126.000000 Penalty: 6054.650391
	Iteration 139Q: 3 clusters Score -2.581413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -25814136.000000 Penalty: 6054.650391
	Iteration 140F: 3 clusters Score -2.581414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198282 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -25814130.000000 Penalty: 6054.650391
	Iteration 141Q: 3 clusters Score -2.581413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -25814138.000000 Penalty: 6054.650391
	Iteration 142Q: 3 clusters Score -2.581414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198296 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -25814158.000000 Penalty: 6054.650391
	Iteration 143Q: 3 clusters Score -2.581416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198301 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -25814148.000000 Penalty: 6054.650391
	Iteration 144Q: 3 clusters Score -2.581415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -25814136.000000 Penalty: 6054.650391
	Iteration 145Q: 3 clusters Score -2.581414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198306 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -25814134.000000 Penalty: 6054.650391
	Iteration 146Q: 3 clusters Score -2.581413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198311 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25814140.000000 Penalty: 6054.650391
	Iteration 147Q: 3 clusters Score -2.581414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198316 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -25814128.000000 Penalty: 6054.650391
	Iteration 148Q: 3 clusters Score -2.581413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198317 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -25814138.000000 Penalty: 6054.650391
	Iteration 149Q: 3 clusters Score -2.581414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198318 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -25814146.000000 Penalty: 6054.650391
	Iteration 150Q: 3 clusters Score -2.581415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198319 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -25814140.000000 Penalty: 6054.650391
	Iteration 151Q: 3 clusters Score -2.581414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198321 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -25814138.000000 Penalty: 6054.650391
	Iteration 152Q: 3 clusters Score -2.581414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25814146.000000 Penalty: 6054.650391
	Iteration 153Q: 3 clusters Score -2.581415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198325 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25814138.000000 Penalty: 6054.650391
	Iteration 154Q: 3 clusters Score -2.581414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198330 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25814142.000000 Penalty: 6054.650391
	Iteration 155Q: 3 clusters Score -2.581414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198335 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -25814130.000000 Penalty: 6054.650391
	Iteration 156Q: 3 clusters Score -2.581413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198338 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25814142.000000 Penalty: 6054.650391
	Iteration 157Q: 3 clusters Score -2.581414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198339 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -25814140.000000 Penalty: 6054.650391
	Iteration 158Q: 3 clusters Score -2.581414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198341 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -25814146.000000 Penalty: 6054.650391
	Iteration 159Q: 3 clusters Score -2.581415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -25814146.000000 Penalty: 6054.650391
	Iteration 160F: 3 clusters Score -2.581415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -113867.781250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -113867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111977.234375 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -111977.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112369.640625 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -112369.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112546.140625 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -112546.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112821.476562 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -112821.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113582.976562 Penalty: 3436.554688
	Iteration 4F: 3 clusters Score -113583 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113948.062500 Penalty: 3436.554688
	Iteration 5F: 3 clusters Score -113948.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114132.453125 Penalty: 3436.554688
	Iteration 6F: 3 clusters Score -114132.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114315.976562 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -114316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114491.578125 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -114491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114585.796875 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -114585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114630.765625 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -114630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -114691.515625 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -114691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114717.750000 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -114717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -114731.562500 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -114731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114739.632812 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -114739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114739.632812 Penalty: 3436.554688
	Iteration 15F: 3 clusters Score -114739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189336 members 
Mstep: Class 8 contains 135232 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183203 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 349 members 
Entering Unmasked Estep 
Score: -138538624.000000 Penalty: 82755.171875
Splitting cluster 3 changes total score from -138539536.000000 to -138538624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -144166.125000 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -144166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142078.718750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -142078.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142394.078125 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -142394.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142537.218750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -142537.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -142622.437500 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -142622.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142684.671875 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -142684.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142727.703125 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -142727.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142758.078125 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -142758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -142785.046875 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -142785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142818.531250 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -142818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142842.437500 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -142842.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142882.734375 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -142882.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -142922.562500 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -142922.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -142969.046875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -142969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143016.500000 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -143016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143064.484375 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -143064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -143109.593750 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -143109.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -143139.375000 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -143139.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -143164.281250 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -143164.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -143176.140625 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -143176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -143196.437500 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -143196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -143222.781250 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -143222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -143242.890625 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -143242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -143255.781250 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -143255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -143265.890625 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -143265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -143268.953125 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -143269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -143270.515625 Penalty: 3524.469971
	Iteration 25Q: 3 clusters Score -143270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -143271.390625 Penalty: 3524.469971
	Iteration 26Q: 3 clusters Score -143271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -143271.390625 Penalty: 3524.469971
	Iteration 27F: 3 clusters Score -143271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Entering Unmasked Estep 
Score: -7057200.500000 Penalty: 2711.830811
	Iteration 0F: 2 clusters Score -7057200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -7019433.000000 Penalty: 5423.661621
	Iteration 0F: 3 clusters Score -7019433 nChanged 26115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -7033888.500000 Penalty: 5423.661621
	Iteration 1F: 3 clusters Score -7033888 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -7034381.000000 Penalty: 5423.661621
	Iteration 2Q: 3 clusters Score -7034381 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -7034903.000000 Penalty: 5423.661621
	Iteration 3Q: 3 clusters Score -7034903 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -7035497.000000 Penalty: 5423.661621
	Iteration 4Q: 3 clusters Score -7035497 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -7036246.500000 Penalty: 5423.661621
	Iteration 5Q: 3 clusters Score -7036246 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7037222.000000 Penalty: 5423.661621
	Iteration 6Q: 3 clusters Score -7037222 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7038629.500000 Penalty: 5423.661621
	Iteration 7Q: 3 clusters Score -7038630 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -7040789.500000 Penalty: 5423.661621
	Iteration 8F: 3 clusters Score -7040790 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -7043718.500000 Penalty: 5423.661621
	Iteration 9F: 3 clusters Score -7043718 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -7047093.000000 Penalty: 5423.661621
	Iteration 10F: 3 clusters Score -7047093 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -7050055.500000 Penalty: 5423.661621
	Iteration 11F: 3 clusters Score -7050056 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7051986.000000 Penalty: 5423.661621
	Iteration 12Q: 3 clusters Score -7051986 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7053099.000000 Penalty: 5423.661621
	Iteration 13Q: 3 clusters Score -7053099 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7053749.500000 Penalty: 5423.661621
	Iteration 14Q: 3 clusters Score -7053750 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7054166.000000 Penalty: 5423.661621
	Iteration 15Q: 3 clusters Score -7054166 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7054424.000000 Penalty: 5423.661621
	Iteration 16Q: 3 clusters Score -7054424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7054587.000000 Penalty: 5423.661621
	Iteration 17Q: 3 clusters Score -7054587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7054671.500000 Penalty: 5423.661621
	Iteration 18Q: 3 clusters Score -7054672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7054764.500000 Penalty: 5423.661621
	Iteration 19Q: 3 clusters Score -7054764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7054795.500000 Penalty: 5423.661621
	Iteration 20F: 3 clusters Score -7054796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7054834.000000 Penalty: 5423.661621
	Iteration 21Q: 3 clusters Score -7054834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7054857.500000 Penalty: 5423.661621
	Iteration 22Q: 3 clusters Score -7054858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7054882.500000 Penalty: 5423.661621
	Iteration 23Q: 3 clusters Score -7054882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7054890.500000 Penalty: 5423.661621
	Iteration 24Q: 3 clusters Score -7054890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7054906.500000 Penalty: 5423.661621
	Iteration 25Q: 3 clusters Score -7054906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7054911.500000 Penalty: 5423.661621
	Iteration 26Q: 3 clusters Score -7054912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7054920.000000 Penalty: 5423.661621
	Iteration 27Q: 3 clusters Score -7054920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7054934.000000 Penalty: 5423.661621
	Iteration 28Q: 3 clusters Score -7054934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7054943.000000 Penalty: 5423.661621
	Iteration 29Q: 3 clusters Score -7054943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7054953.000000 Penalty: 5423.661621
	Iteration 30Q: 3 clusters Score -7054953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7054954.000000 Penalty: 5423.661621
	Iteration 31Q: 3 clusters Score -7054954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7054956.500000 Penalty: 5423.661621
	Iteration 32Q: 3 clusters Score -7054956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7054970.500000 Penalty: 5423.661621
	Iteration 33Q: 3 clusters Score -7054970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7054965.000000 Penalty: 5423.661621
	Iteration 34Q: 3 clusters Score -7054965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7054973.000000 Penalty: 5423.661621
	Iteration 35Q: 3 clusters Score -7054973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7054973.000000 Penalty: 5423.661621
	Iteration 36Q: 3 clusters Score -7054973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7054984.500000 Penalty: 5423.661621
	Iteration 37Q: 3 clusters Score -7054984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7054993.000000 Penalty: 5423.661621
	Iteration 38Q: 3 clusters Score -7054993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7054995.500000 Penalty: 5423.661621
	Iteration 39Q: 3 clusters Score -7054996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7054999.000000 Penalty: 5423.661621
	Iteration 40F: 3 clusters Score -7054999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7054997.500000 Penalty: 5423.661621
	Iteration 41Q: 3 clusters Score -7054998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7055003.000000 Penalty: 5423.661621
	Iteration 42Q: 3 clusters Score -7055003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7055003.500000 Penalty: 5423.661621
	Iteration 43Q: 3 clusters Score -7055004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7055011.000000 Penalty: 5423.661621
	Iteration 44Q: 3 clusters Score -7055011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7055012.500000 Penalty: 5423.661621
	Iteration 45Q: 3 clusters Score -7055012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7055010.500000 Penalty: 5423.661621
	Iteration 46Q: 3 clusters Score -7055010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7055014.000000 Penalty: 5423.661621
	Iteration 47Q: 3 clusters Score -7055014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7055023.000000 Penalty: 5423.661621
	Iteration 48Q: 3 clusters Score -7055023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7055023.500000 Penalty: 5423.661621
	Iteration 49Q: 3 clusters Score -7055024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7055020.500000 Penalty: 5423.661621
	Iteration 50Q: 3 clusters Score -7055020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7055022.000000 Penalty: 5423.661621
	Iteration 51Q: 3 clusters Score -7055022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7055032.500000 Penalty: 5423.661621
	Iteration 52Q: 3 clusters Score -7055032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7055031.000000 Penalty: 5423.661621
	Iteration 53Q: 3 clusters Score -7055031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7055025.000000 Penalty: 5423.661621
	Iteration 54Q: 3 clusters Score -7055025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7055025.000000 Penalty: 5423.661621
	Iteration 55Q: 3 clusters Score -7055025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7055016.500000 Penalty: 5423.661621
	Iteration 56Q: 3 clusters Score -7055016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7055020.000000 Penalty: 5423.661621
	Iteration 57Q: 3 clusters Score -7055020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7055020.000000 Penalty: 5423.661621
	Iteration 58F: 3 clusters Score -7055020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -92086.601562 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -92086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90351.945312 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90351.95 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90778.585938 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90778.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90968.265625 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90968.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91155.312500 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -91155.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91343.187500 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -91343.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91452.195312 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -91452.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91544.093750 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -91544.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91644.726562 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -91644.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91862.554688 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -91862.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92255.968750 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -92255.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92425.109375 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -92425.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92486.820312 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -92486.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92545.875000 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -92545.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92574.578125 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -92574.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92601.773438 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -92601.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92604.890625 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -92604.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92606.203125 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -92606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92606.203125 Penalty: 3324.172363
	Iteration 17F: 3 clusters Score -92606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 189336 members 
Mstep: Class 8 contains 135232 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183203 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 487 members 
Entering Unmasked Estep 
Score: -138538192.000000 Penalty: 82755.171875
Splitting cluster 6 changes total score from -138539536.000000 to -138538192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (189336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189336 members 
Entering Unmasked Estep 
Score: -24464690.000000 Penalty: 3013.517090
	Iteration 0F: 2 clusters Score -2.446469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -24340016.000000 Penalty: 6027.034180
	Iteration 0F: 3 clusters Score -2.434002e+07 nChanged 90824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -24392868.000000 Penalty: 6027.034180
	Iteration 1F: 3 clusters Score -2.439287e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -24394224.000000 Penalty: 6027.034180
	Iteration 2Q: 3 clusters Score -2.439422e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -24395970.000000 Penalty: 6027.034180
	Iteration 3Q: 3 clusters Score -2.439597e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -24399196.000000 Penalty: 6027.034180
	Iteration 4Q: 3 clusters Score -2.43992e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -24405858.000000 Penalty: 6027.034180
	Iteration 5F: 3 clusters Score -2.440586e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -24416678.000000 Penalty: 6027.034180
	Iteration 6F: 3 clusters Score -2.441668e+07 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -24431226.000000 Penalty: 6027.034180
	Iteration 7F: 3 clusters Score -2.443123e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -24445892.000000 Penalty: 6027.034180
	Iteration 8F: 3 clusters Score -2.444589e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179405 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -24455716.000000 Penalty: 6027.034180
	Iteration 9F: 3 clusters Score -2.445572e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184851 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -24460290.000000 Penalty: 6027.034180
	Iteration 10Q: 3 clusters Score -2.446029e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -24461674.000000 Penalty: 6027.034180
	Iteration 11Q: 3 clusters Score -2.446167e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24462134.000000 Penalty: 6027.034180
	Iteration 12Q: 3 clusters Score -2.446213e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188144 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -24462384.000000 Penalty: 6027.034180
	Iteration 13Q: 3 clusters Score -2.446238e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -24462508.000000 Penalty: 6027.034180
	Iteration 14Q: 3 clusters Score -2.446251e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -24462570.000000 Penalty: 6027.034180
	Iteration 15Q: 3 clusters Score -2.446257e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -24462616.000000 Penalty: 6027.034180
	Iteration 16Q: 3 clusters Score -2.446262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188451 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24462644.000000 Penalty: 6027.034180
	Iteration 17Q: 3 clusters Score -2.446264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24462686.000000 Penalty: 6027.034180
	Iteration 18Q: 3 clusters Score -2.446269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24462684.000000 Penalty: 6027.034180
	Iteration 19Q: 3 clusters Score -2.446268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24462670.000000 Penalty: 6027.034180
	Iteration 20F: 3 clusters Score -2.446267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24462680.000000 Penalty: 6027.034180
	Iteration 21Q: 3 clusters Score -2.446268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24462690.000000 Penalty: 6027.034180
	Iteration 22Q: 3 clusters Score -2.446269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188481 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -24462708.000000 Penalty: 6027.034180
	Iteration 23Q: 3 clusters Score -2.446271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -24462694.000000 Penalty: 6027.034180
	Iteration 24Q: 3 clusters Score -2.446269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -24462720.000000 Penalty: 6027.034180
	Iteration 25Q: 3 clusters Score -2.446272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -24462712.000000 Penalty: 6027.034180
	Iteration 26Q: 3 clusters Score -2.446271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188491 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -24462738.000000 Penalty: 6027.034180
	Iteration 27Q: 3 clusters Score -2.446274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -24462762.000000 Penalty: 6027.034180
	Iteration 28Q: 3 clusters Score -2.446276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188498 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -24462764.000000 Penalty: 6027.034180
	Iteration 29Q: 3 clusters Score -2.446276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188501 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24462780.000000 Penalty: 6027.034180
	Iteration 30Q: 3 clusters Score -2.446278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24462770.000000 Penalty: 6027.034180
	Iteration 31Q: 3 clusters Score -2.446277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24462778.000000 Penalty: 6027.034180
	Iteration 32Q: 3 clusters Score -2.446278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24462790.000000 Penalty: 6027.034180
	Iteration 33Q: 3 clusters Score -2.446279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24462796.000000 Penalty: 6027.034180
	Iteration 34Q: 3 clusters Score -2.44628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24462788.000000 Penalty: 6027.034180
	Iteration 35Q: 3 clusters Score -2.446279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24462796.000000 Penalty: 6027.034180
	Iteration 36Q: 3 clusters Score -2.44628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24462796.000000 Penalty: 6027.034180
	Iteration 37Q: 3 clusters Score -2.44628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24462796.000000 Penalty: 6027.034180
	Iteration 38F: 3 clusters Score -2.44628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Entering Unmasked Estep 
Score: -17556254.000000 Penalty: 2930.057129
	Iteration 0F: 2 clusters Score -1.755625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -17466124.000000 Penalty: 5860.114258
	Iteration 0F: 3 clusters Score -1.746612e+07 nChanged 64575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -17503576.000000 Penalty: 5860.114258
	Iteration 1F: 3 clusters Score -1.750358e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -17504528.000000 Penalty: 5860.114258
	Iteration 2Q: 3 clusters Score -1.750453e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -17505718.000000 Penalty: 5860.114258
	Iteration 3Q: 3 clusters Score -1.750572e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -17507608.000000 Penalty: 5860.114258
	Iteration 4Q: 3 clusters Score -1.750761e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -17510772.000000 Penalty: 5860.114258
	Iteration 5F: 3 clusters Score -1.751077e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -17516190.000000 Penalty: 5860.114258
	Iteration 6F: 3 clusters Score -1.751619e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -17525002.000000 Penalty: 5860.114258
	Iteration 7F: 3 clusters Score -1.7525e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -17535546.000000 Penalty: 5860.114258
	Iteration 8F: 3 clusters Score -1.753555e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 121007 members 
Entering Unmasked Estep 
Score: -17544468.000000 Penalty: 5860.114258
	Iteration 9F: 3 clusters Score -1.754447e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -17549670.000000 Penalty: 5860.114258
	Iteration 10Q: 3 clusters Score -1.754967e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -17551992.000000 Penalty: 5860.114258
	Iteration 11Q: 3 clusters Score -1.755199e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -17552996.000000 Penalty: 5860.114258
	Iteration 12Q: 3 clusters Score -1.7553e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 130226 members 
Entering Unmasked Estep 
Score: -17553496.000000 Penalty: 5860.114258
	Iteration 13Q: 3 clusters Score -1.75535e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -17553842.000000 Penalty: 5860.114258
	Iteration 14Q: 3 clusters Score -1.755384e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -17554004.000000 Penalty: 5860.114258
	Iteration 15Q: 3 clusters Score -1.7554e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -17554130.000000 Penalty: 5860.114258
	Iteration 16Q: 3 clusters Score -1.755413e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -17554230.000000 Penalty: 5860.114258
	Iteration 17Q: 3 clusters Score -1.755423e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -17554282.000000 Penalty: 5860.114258
	Iteration 18Q: 3 clusters Score -1.755428e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -17554324.000000 Penalty: 5860.114258
	Iteration 19Q: 3 clusters Score -1.755432e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 132291 members 
Entering Unmasked Estep 
Score: -17554356.000000 Penalty: 5860.114258
	Iteration 20F: 3 clusters Score -1.755436e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -17554414.000000 Penalty: 5860.114258
	Iteration 21Q: 3 clusters Score -1.755441e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -17554408.000000 Penalty: 5860.114258
	Iteration 22Q: 3 clusters Score -1.755441e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -17554454.000000 Penalty: 5860.114258
	Iteration 23Q: 3 clusters Score -1.755445e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -17554486.000000 Penalty: 5860.114258
	Iteration 24Q: 3 clusters Score -1.755449e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -17554490.000000 Penalty: 5860.114258
	Iteration 25Q: 3 clusters Score -1.755449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -17554492.000000 Penalty: 5860.114258
	Iteration 26Q: 3 clusters Score -1.755449e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 132857 members 
Entering Unmasked Estep 
Score: -17554484.000000 Penalty: 5860.114258
	Iteration 27Q: 3 clusters Score -1.755448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -17554530.000000 Penalty: 5860.114258
	Iteration 28Q: 3 clusters Score -1.755453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -17554528.000000 Penalty: 5860.114258
	Iteration 29Q: 3 clusters Score -1.755453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -17554552.000000 Penalty: 5860.114258
	Iteration 30Q: 3 clusters Score -1.755455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -17554562.000000 Penalty: 5860.114258
	Iteration 31Q: 3 clusters Score -1.755456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 133030 members 
Entering Unmasked Estep 
Score: -17554568.000000 Penalty: 5860.114258
	Iteration 32Q: 3 clusters Score -1.755457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
Score: -17554584.000000 Penalty: 5860.114258
	Iteration 33Q: 3 clusters Score -1.755458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 133084 members 
Entering Unmasked Estep 
Score: -17554564.000000 Penalty: 5860.114258
	Iteration 34Q: 3 clusters Score -1.755456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -17554578.000000 Penalty: 5860.114258
	Iteration 35Q: 3 clusters Score -1.755458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -17554596.000000 Penalty: 5860.114258
	Iteration 36Q: 3 clusters Score -1.75546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -17554576.000000 Penalty: 5860.114258
	Iteration 37Q: 3 clusters Score -1.755458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -17554592.000000 Penalty: 5860.114258
	Iteration 38Q: 3 clusters Score -1.755459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -17554590.000000 Penalty: 5860.114258
	Iteration 39Q: 3 clusters Score -1.755459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -17554568.000000 Penalty: 5860.114258
	Iteration 40F: 3 clusters Score -1.755457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -17554568.000000 Penalty: 5860.114258
	Iteration 41Q: 3 clusters Score -1.755457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -17554590.000000 Penalty: 5860.114258
	Iteration 42Q: 3 clusters Score -1.755459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -17554608.000000 Penalty: 5860.114258
	Iteration 43Q: 3 clusters Score -1.755461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 133301 members 
Entering Unmasked Estep 
Score: -17554600.000000 Penalty: 5860.114258
	Iteration 44Q: 3 clusters Score -1.75546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 133312 members 
Entering Unmasked Estep 
Score: -17554602.000000 Penalty: 5860.114258
	Iteration 45Q: 3 clusters Score -1.75546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -17554624.000000 Penalty: 5860.114258
	Iteration 46Q: 3 clusters Score -1.755462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -17554620.000000 Penalty: 5860.114258
	Iteration 47Q: 3 clusters Score -1.755462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -17554614.000000 Penalty: 5860.114258
	Iteration 48Q: 3 clusters Score -1.755461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -17554614.000000 Penalty: 5860.114258
	Iteration 49Q: 3 clusters Score -1.755461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -17554620.000000 Penalty: 5860.114258
	Iteration 50Q: 3 clusters Score -1.755462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 133367 members 
Entering Unmasked Estep 
Score: -17554618.000000 Penalty: 5860.114258
	Iteration 51Q: 3 clusters Score -1.755462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -17554622.000000 Penalty: 5860.114258
	Iteration 52Q: 3 clusters Score -1.755462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -17554652.000000 Penalty: 5860.114258
	Iteration 53Q: 3 clusters Score -1.755465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 133407 members 
Entering Unmasked Estep 
Score: -17554656.000000 Penalty: 5860.114258
	Iteration 54Q: 3 clusters Score -1.755466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -17554652.000000 Penalty: 5860.114258
	Iteration 55Q: 3 clusters Score -1.755465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 133434 members 
Entering Unmasked Estep 
Score: -17554646.000000 Penalty: 5860.114258
	Iteration 56Q: 3 clusters Score -1.755465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -17554648.000000 Penalty: 5860.114258
	Iteration 57Q: 3 clusters Score -1.755465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -17554674.000000 Penalty: 5860.114258
	Iteration 58Q: 3 clusters Score -1.755467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 133488 members 
Entering Unmasked Estep 
Score: -17554664.000000 Penalty: 5860.114258
	Iteration 59Q: 3 clusters Score -1.755466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -17554678.000000 Penalty: 5860.114258
	Iteration 60F: 3 clusters Score -1.755468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -17554666.000000 Penalty: 5860.114258
	Iteration 61Q: 3 clusters Score -1.755467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -17554656.000000 Penalty: 5860.114258
	Iteration 62Q: 3 clusters Score -1.755466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 133537 members 
Entering Unmasked Estep 
Score: -17554674.000000 Penalty: 5860.114258
	Iteration 63Q: 3 clusters Score -1.755467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -17554672.000000 Penalty: 5860.114258
	Iteration 64Q: 3 clusters Score -1.755467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -17554668.000000 Penalty: 5860.114258
	Iteration 65Q: 3 clusters Score -1.755467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -17554672.000000 Penalty: 5860.114258
	Iteration 66Q: 3 clusters Score -1.755467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -17554674.000000 Penalty: 5860.114258
	Iteration 67Q: 3 clusters Score -1.755467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -17554664.000000 Penalty: 5860.114258
	Iteration 68Q: 3 clusters Score -1.755466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -17554664.000000 Penalty: 5860.114258
	Iteration 69Q: 3 clusters Score -1.755466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -17554666.000000 Penalty: 5860.114258
	Iteration 70Q: 3 clusters Score -1.755467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 133572 members 
Entering Unmasked Estep 
Score: -17554672.000000 Penalty: 5860.114258
	Iteration 71Q: 3 clusters Score -1.755467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 133577 members 
Entering Unmasked Estep 
Score: -17554676.000000 Penalty: 5860.114258
	Iteration 72Q: 3 clusters Score -1.755468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -17554684.000000 Penalty: 5860.114258
	Iteration 73Q: 3 clusters Score -1.755468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -17554680.000000 Penalty: 5860.114258
	Iteration 74Q: 3 clusters Score -1.755468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 133583 members 
Entering Unmasked Estep 
Score: -17554690.000000 Penalty: 5860.114258
	Iteration 75Q: 3 clusters Score -1.755469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -17554686.000000 Penalty: 5860.114258
	Iteration 76Q: 3 clusters Score -1.755469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -17554686.000000 Penalty: 5860.114258
	Iteration 77Q: 3 clusters Score -1.755469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -17554672.000000 Penalty: 5860.114258
	Iteration 78Q: 3 clusters Score -1.755467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -17554692.000000 Penalty: 5860.114258
	Iteration 79Q: 3 clusters Score -1.755469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -17554692.000000 Penalty: 5860.114258
	Iteration 80F: 3 clusters Score -1.755469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -176943.453125 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -176943.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -174648.937500 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -174648.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175128.687500 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -175128.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175338.421875 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -175338.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175574.718750 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -175574.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175747.218750 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -175747.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175868.640625 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -175868.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175967.687500 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -175967.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176023.609375 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -176023.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176088.953125 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -176089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -176160.640625 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -176160.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -176219.031250 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -176219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -176282.750000 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -176282.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -176344.421875 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -176344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -176386.687500 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -176386.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -176423.187500 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -176423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176439.921875 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -176439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -176462.765625 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -176462.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -176495.078125 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -176495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -176526.546875 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -176526.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -176558.578125 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -176558.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -176577.203125 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -176577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -176584.640625 Penalty: 3614.629883
	Iteration 21Q: 3 clusters Score -176584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -176590.000000 Penalty: 3614.629883
	Iteration 22Q: 3 clusters Score -176590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -176592.781250 Penalty: 3614.629883
	Iteration 23Q: 3 clusters Score -176592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -176592.781250 Penalty: 3614.629883
	Iteration 24F: 3 clusters Score -176592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Entering Unmasked Estep 
Score: -3595476.000000 Penalty: 2534.128906
	Iteration 0F: 2 clusters Score -3595476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3576583.750000 Penalty: 5068.257812
	Iteration 0F: 3 clusters Score -3576584 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3583437.750000 Penalty: 5068.257812
	Iteration 1F: 3 clusters Score -3583438 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3583915.250000 Penalty: 5068.257812
	Iteration 2Q: 3 clusters Score -3583915 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3584397.250000 Penalty: 5068.257812
	Iteration 3Q: 3 clusters Score -3584397 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3584854.750000 Penalty: 5068.257812
	Iteration 4Q: 3 clusters Score -3584855 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3585372.500000 Penalty: 5068.257812
	Iteration 5Q: 3 clusters Score -3585372 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3585966.250000 Penalty: 5068.257812
	Iteration 6Q: 3 clusters Score -3585966 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3586690.750000 Penalty: 5068.257812
	Iteration 7Q: 3 clusters Score -3586691 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3587630.750000 Penalty: 5068.257812
	Iteration 8Q: 3 clusters Score -3587631 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3588629.250000 Penalty: 5068.257812
	Iteration 9Q: 3 clusters Score -3588629 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3589505.750000 Penalty: 5068.257812
	Iteration 10Q: 3 clusters Score -3589506 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3590110.500000 Penalty: 5068.257812
	Iteration 11Q: 3 clusters Score -3590110 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3590533.500000 Penalty: 5068.257812
	Iteration 12Q: 3 clusters Score -3590534 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3590806.250000 Penalty: 5068.257812
	Iteration 13Q: 3 clusters Score -3590806 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3591018.750000 Penalty: 5068.257812
	Iteration 14Q: 3 clusters Score -3591019 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3591130.250000 Penalty: 5068.257812
	Iteration 15Q: 3 clusters Score -3591130 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3591270.250000 Penalty: 5068.257812
	Iteration 16Q: 3 clusters Score -3591270 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3591422.750000 Penalty: 5068.257812
	Iteration 17Q: 3 clusters Score -3591423 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3591561.500000 Penalty: 5068.257812
	Iteration 18Q: 3 clusters Score -3591562 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3591695.000000 Penalty: 5068.257812
	Iteration 19Q: 3 clusters Score -3591695 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3591806.750000 Penalty: 5068.257812
	Iteration 20F: 3 clusters Score -3591807 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3591916.250000 Penalty: 5068.257812
	Iteration 21Q: 3 clusters Score -3591916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3592014.000000 Penalty: 5068.257812
	Iteration 22Q: 3 clusters Score -3592014 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3592113.250000 Penalty: 5068.257812
	Iteration 23Q: 3 clusters Score -3592113 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3592207.000000 Penalty: 5068.257812
	Iteration 24Q: 3 clusters Score -3592207 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3592286.250000 Penalty: 5068.257812
	Iteration 25Q: 3 clusters Score -3592286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3592351.500000 Penalty: 5068.257812
	Iteration 26Q: 3 clusters Score -3592352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3592431.750000 Penalty: 5068.257812
	Iteration 27Q: 3 clusters Score -3592432 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3592486.250000 Penalty: 5068.257812
	Iteration 28Q: 3 clusters Score -3592486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3592536.500000 Penalty: 5068.257812
	Iteration 29Q: 3 clusters Score -3592536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3592574.750000 Penalty: 5068.257812
	Iteration 30Q: 3 clusters Score -3592575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3592626.000000 Penalty: 5068.257812
	Iteration 31Q: 3 clusters Score -3592626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3592659.000000 Penalty: 5068.257812
	Iteration 32Q: 3 clusters Score -3592659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3592691.000000 Penalty: 5068.257812
	Iteration 33Q: 3 clusters Score -3592691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3592727.500000 Penalty: 5068.257812
	Iteration 34Q: 3 clusters Score -3592728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3592747.750000 Penalty: 5068.257812
	Iteration 35Q: 3 clusters Score -3592748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3592774.750000 Penalty: 5068.257812
	Iteration 36Q: 3 clusters Score -3592775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3592804.750000 Penalty: 5068.257812
	Iteration 37Q: 3 clusters Score -3592805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3592847.250000 Penalty: 5068.257812
	Iteration 38Q: 3 clusters Score -3592847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3592883.250000 Penalty: 5068.257812
	Iteration 39Q: 3 clusters Score -3592883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3592904.250000 Penalty: 5068.257812
	Iteration 40F: 3 clusters Score -3592904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3592941.500000 Penalty: 5068.257812
	Iteration 41Q: 3 clusters Score -3592942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3592962.500000 Penalty: 5068.257812
	Iteration 42Q: 3 clusters Score -3592962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3592995.000000 Penalty: 5068.257812
	Iteration 43Q: 3 clusters Score -3592995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3593026.000000 Penalty: 5068.257812
	Iteration 44Q: 3 clusters Score -3593026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3593052.750000 Penalty: 5068.257812
	Iteration 45Q: 3 clusters Score -3593053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3593076.750000 Penalty: 5068.257812
	Iteration 46Q: 3 clusters Score -3593077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3593101.000000 Penalty: 5068.257812
	Iteration 47Q: 3 clusters Score -3593101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3593123.000000 Penalty: 5068.257812
	Iteration 48Q: 3 clusters Score -3593123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3593141.000000 Penalty: 5068.257812
	Iteration 49Q: 3 clusters Score -3593141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3593149.750000 Penalty: 5068.257812
	Iteration 50Q: 3 clusters Score -3593150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3593155.500000 Penalty: 5068.257812
	Iteration 51Q: 3 clusters Score -3593156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3593160.250000 Penalty: 5068.257812
	Iteration 52Q: 3 clusters Score -3593160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3593168.250000 Penalty: 5068.257812
	Iteration 53Q: 3 clusters Score -3593168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3593180.250000 Penalty: 5068.257812
	Iteration 54Q: 3 clusters Score -3593180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3593199.500000 Penalty: 5068.257812
	Iteration 55Q: 3 clusters Score -3593200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3593205.500000 Penalty: 5068.257812
	Iteration 56Q: 3 clusters Score -3593206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3593209.000000 Penalty: 5068.257812
	Iteration 57Q: 3 clusters Score -3593209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3593218.500000 Penalty: 5068.257812
	Iteration 58Q: 3 clusters Score -3593218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3593229.500000 Penalty: 5068.257812
	Iteration 59Q: 3 clusters Score -3593230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3593233.000000 Penalty: 5068.257812
	Iteration 60F: 3 clusters Score -3593233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3593238.250000 Penalty: 5068.257812
	Iteration 61Q: 3 clusters Score -3593238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3593240.250000 Penalty: 5068.257812
	Iteration 62Q: 3 clusters Score -3593240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3593241.500000 Penalty: 5068.257812
	Iteration 63Q: 3 clusters Score -3593242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3593245.750000 Penalty: 5068.257812
	Iteration 64Q: 3 clusters Score -3593246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3593246.000000 Penalty: 5068.257812
	Iteration 65Q: 3 clusters Score -3593246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3593249.000000 Penalty: 5068.257812
	Iteration 66Q: 3 clusters Score -3593249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3593250.500000 Penalty: 5068.257812
	Iteration 67Q: 3 clusters Score -3593250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3593256.250000 Penalty: 5068.257812
	Iteration 68Q: 3 clusters Score -3593256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3593252.500000 Penalty: 5068.257812
	Iteration 69Q: 3 clusters Score -3593252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3593253.250000 Penalty: 5068.257812
	Iteration 70Q: 3 clusters Score -3593253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3593253.250000 Penalty: 5068.257812
	Iteration 71F: 3 clusters Score -3593253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Entering Unmasked Estep 
Score: -1528673.000000 Penalty: 2328.344727
	Iteration 0F: 2 clusters Score -1528673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1519765.250000 Penalty: 4656.689453
	Iteration 0F: 3 clusters Score -1519765 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1522421.625000 Penalty: 4656.689453
	Iteration 1F: 3 clusters Score -1522422 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1522728.875000 Penalty: 4656.689453
	Iteration 2F: 3 clusters Score -1522729 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1522960.750000 Penalty: 4656.689453
	Iteration 3Q: 3 clusters Score -1522961 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1523196.500000 Penalty: 4656.689453
	Iteration 4Q: 3 clusters Score -1523196 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1523441.375000 Penalty: 4656.689453
	Iteration 5Q: 3 clusters Score -1523441 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1523685.625000 Penalty: 4656.689453
	Iteration 6Q: 3 clusters Score -1523686 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1523968.625000 Penalty: 4656.689453
	Iteration 7Q: 3 clusters Score -1523969 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1524305.750000 Penalty: 4656.689453
	Iteration 8Q: 3 clusters Score -1524306 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1524747.625000 Penalty: 4656.689453
	Iteration 9Q: 3 clusters Score -1524748 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1525274.625000 Penalty: 4656.689453
	Iteration 10F: 3 clusters Score -1525275 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1525874.875000 Penalty: 4656.689453
	Iteration 11F: 3 clusters Score -1525875 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1526409.625000 Penalty: 4656.689453
	Iteration 12Q: 3 clusters Score -1526410 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1526707.375000 Penalty: 4656.689453
	Iteration 13Q: 3 clusters Score -1526707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1526840.500000 Penalty: 4656.689453
	Iteration 14Q: 3 clusters Score -1526840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1526911.250000 Penalty: 4656.689453
	Iteration 15Q: 3 clusters Score -1526911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1526945.875000 Penalty: 4656.689453
	Iteration 16Q: 3 clusters Score -1526946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1526966.750000 Penalty: 4656.689453
	Iteration 17Q: 3 clusters Score -1526967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1526985.125000 Penalty: 4656.689453
	Iteration 18Q: 3 clusters Score -1526985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1526996.375000 Penalty: 4656.689453
	Iteration 19Q: 3 clusters Score -1526996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1527002.875000 Penalty: 4656.689453
	Iteration 20F: 3 clusters Score -1527003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1527007.125000 Penalty: 4656.689453
	Iteration 21Q: 3 clusters Score -1527007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1527017.375000 Penalty: 4656.689453
	Iteration 22Q: 3 clusters Score -1527017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1527019.500000 Penalty: 4656.689453
	Iteration 23Q: 3 clusters Score -1527020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1527023.500000 Penalty: 4656.689453
	Iteration 24Q: 3 clusters Score -1527024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1527030.625000 Penalty: 4656.689453
	Iteration 25Q: 3 clusters Score -1527031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1527035.250000 Penalty: 4656.689453
	Iteration 26Q: 3 clusters Score -1527035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1527033.625000 Penalty: 4656.689453
	Iteration 27Q: 3 clusters Score -1527034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1527036.000000 Penalty: 4656.689453
	Iteration 28Q: 3 clusters Score -1527036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1527040.375000 Penalty: 4656.689453
	Iteration 29Q: 3 clusters Score -1527040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1527044.750000 Penalty: 4656.689453
	Iteration 30Q: 3 clusters Score -1527045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1527045.875000 Penalty: 4656.689453
	Iteration 31Q: 3 clusters Score -1527046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1527047.125000 Penalty: 4656.689453
	Iteration 32Q: 3 clusters Score -1527047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1527056.000000 Penalty: 4656.689453
	Iteration 33Q: 3 clusters Score -1527056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1527055.500000 Penalty: 4656.689453
	Iteration 34Q: 3 clusters Score -1527056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1527055.875000 Penalty: 4656.689453
	Iteration 35Q: 3 clusters Score -1527056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1527058.500000 Penalty: 4656.689453
	Iteration 36Q: 3 clusters Score -1527058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1527058.750000 Penalty: 4656.689453
	Iteration 37Q: 3 clusters Score -1527059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1527059.000000 Penalty: 4656.689453
	Iteration 38Q: 3 clusters Score -1527059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1527059.750000 Penalty: 4656.689453
	Iteration 39Q: 3 clusters Score -1527060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1527058.500000 Penalty: 4656.689453
	Iteration 40F: 3 clusters Score -1527058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1527058.875000 Penalty: 4656.689453
	Iteration 41Q: 3 clusters Score -1527059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1527059.250000 Penalty: 4656.689453
	Iteration 42Q: 3 clusters Score -1527059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1527058.000000 Penalty: 4656.689453
	Iteration 43Q: 3 clusters Score -1527058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1527055.500000 Penalty: 4656.689453
	Iteration 44Q: 3 clusters Score -1527056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1527055.500000 Penalty: 4656.689453
	Iteration 45Q: 3 clusters Score -1527056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1527056.500000 Penalty: 4656.689453
	Iteration 46Q: 3 clusters Score -1527056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1527056.000000 Penalty: 4656.689453
	Iteration 47Q: 3 clusters Score -1527056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1527058.875000 Penalty: 4656.689453
	Iteration 48Q: 3 clusters Score -1527059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1527058.750000 Penalty: 4656.689453
	Iteration 49Q: 3 clusters Score -1527059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1527058.750000 Penalty: 4656.689453
	Iteration 50F: 3 clusters Score -1527059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Entering Unmasked Estep 
Score: -8260756.500000 Penalty: 2743.831787
	Iteration 0F: 2 clusters Score -8260756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -8218053.000000 Penalty: 5487.663574
	Iteration 0F: 3 clusters Score -8218053 nChanged 29766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -8234736.500000 Penalty: 5487.663574
	Iteration 1F: 3 clusters Score -8234736 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8235388.000000 Penalty: 5487.663574
	Iteration 2Q: 3 clusters Score -8235388 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -8236070.000000 Penalty: 5487.663574
	Iteration 3Q: 3 clusters Score -8236070 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8236938.000000 Penalty: 5487.663574
	Iteration 4Q: 3 clusters Score -8236938 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -8237991.000000 Penalty: 5487.663574
	Iteration 5Q: 3 clusters Score -8237991 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8239639.000000 Penalty: 5487.663574
	Iteration 6F: 3 clusters Score -8239639 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8242223.500000 Penalty: 5487.663574
	Iteration 7F: 3 clusters Score -8242224 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -8245927.000000 Penalty: 5487.663574
	Iteration 8F: 3 clusters Score -8245927 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -8249824.500000 Penalty: 5487.663574
	Iteration 9F: 3 clusters Score -8249824 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -8253384.000000 Penalty: 5487.663574
	Iteration 10F: 3 clusters Score -8253384 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -8255792.000000 Penalty: 5487.663574
	Iteration 11Q: 3 clusters Score -8255792 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -8257056.000000 Penalty: 5487.663574
	Iteration 12Q: 3 clusters Score -8257056 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8257666.500000 Penalty: 5487.663574
	Iteration 13Q: 3 clusters Score -8257666 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -8257975.000000 Penalty: 5487.663574
	Iteration 14Q: 3 clusters Score -8257975 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -8258123.000000 Penalty: 5487.663574
	Iteration 15Q: 3 clusters Score -8258123 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -8258223.500000 Penalty: 5487.663574
	Iteration 16Q: 3 clusters Score -8258224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -8258281.500000 Penalty: 5487.663574
	Iteration 17Q: 3 clusters Score -8258282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -8258315.000000 Penalty: 5487.663574
	Iteration 18Q: 3 clusters Score -8258315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8258327.500000 Penalty: 5487.663574
	Iteration 19Q: 3 clusters Score -8258328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -8258345.500000 Penalty: 5487.663574
	Iteration 20F: 3 clusters Score -8258346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -8258357.000000 Penalty: 5487.663574
	Iteration 21Q: 3 clusters Score -8258357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8258367.000000 Penalty: 5487.663574
	Iteration 22Q: 3 clusters Score -8258367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -8258369.500000 Penalty: 5487.663574
	Iteration 23Q: 3 clusters Score -8258370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -8258377.500000 Penalty: 5487.663574
	Iteration 24Q: 3 clusters Score -8258378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8258384.000000 Penalty: 5487.663574
	Iteration 25Q: 3 clusters Score -8258384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -8258383.500000 Penalty: 5487.663574
	Iteration 26Q: 3 clusters Score -8258384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -8258383.500000 Penalty: 5487.663574
	Iteration 27F: 3 clusters Score -8258384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -222711.281250 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -222711.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220264.093750 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -220264.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220649.921875 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -220649.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -220744.671875 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -220744.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220783.062500 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -220783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -220802.500000 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -220802.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -220815.593750 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -220815.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220829.031250 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -220829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220838.718750 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -220838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -220847.937500 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -220847.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220856.359375 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -220856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220859.843750 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -220859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220860.734375 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -220860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220863.703125 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -220863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220867.031250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -220867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220870.921875 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -220870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -220875.828125 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -220875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220880.562500 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -220880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -220882.968750 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -220883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220888.093750 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -220888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220892.890625 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -220892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220899.218750 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -220899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220904.671875 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -220904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220906.500000 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -220906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220906.500000 Penalty: 3692.637207
	Iteration 23F: 3 clusters Score -220906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -349252.156250 Penalty: 1973.466797
	Iteration 0F: 2 clusters Score -349252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346054.281250 Penalty: 3946.933594
	Iteration 0F: 3 clusters Score -346054.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346699.468750 Penalty: 3946.933594
	Iteration 1F: 3 clusters Score -346699.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -346871.093750 Penalty: 3946.933594
	Iteration 2F: 3 clusters Score -346871.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -347009.656250 Penalty: 3946.933594
	Iteration 3Q: 3 clusters Score -347009.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347126.468750 Penalty: 3946.933594
	Iteration 4Q: 3 clusters Score -347126.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -347199.843750 Penalty: 3946.933594
	Iteration 5Q: 3 clusters Score -347199.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -347243.437500 Penalty: 3946.933594
	Iteration 6Q: 3 clusters Score -347243.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -347266.187500 Penalty: 3946.933594
	Iteration 7Q: 3 clusters Score -347266.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -347284.937500 Penalty: 3946.933594
	Iteration 8Q: 3 clusters Score -347284.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -347304.375000 Penalty: 3946.933594
	Iteration 9Q: 3 clusters Score -347304.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -347325.906250 Penalty: 3946.933594
	Iteration 10Q: 3 clusters Score -347325.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -347348.937500 Penalty: 3946.933594
	Iteration 11Q: 3 clusters Score -347348.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -347378.000000 Penalty: 3946.933594
	Iteration 12Q: 3 clusters Score -347378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -347405.875000 Penalty: 3946.933594
	Iteration 13Q: 3 clusters Score -347405.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -347425.250000 Penalty: 3946.933594
	Iteration 14Q: 3 clusters Score -347425.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347448.406250 Penalty: 3946.933594
	Iteration 15Q: 3 clusters Score -347448.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -347466.343750 Penalty: 3946.933594
	Iteration 16Q: 3 clusters Score -347466.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -347482.281250 Penalty: 3946.933594
	Iteration 17Q: 3 clusters Score -347482.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -347502.625000 Penalty: 3946.933594
	Iteration 18Q: 3 clusters Score -347502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -347516.781250 Penalty: 3946.933594
	Iteration 19Q: 3 clusters Score -347516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -347525.968750 Penalty: 3946.933594
	Iteration 20F: 3 clusters Score -347526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -347534.750000 Penalty: 3946.933594
	Iteration 21Q: 3 clusters Score -347534.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -347545.968750 Penalty: 3946.933594
	Iteration 22Q: 3 clusters Score -347546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -347551.687500 Penalty: 3946.933594
	Iteration 23Q: 3 clusters Score -347551.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -347556.218750 Penalty: 3946.933594
	Iteration 24Q: 3 clusters Score -347556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -347559.343750 Penalty: 3946.933594
	Iteration 25Q: 3 clusters Score -347559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -347561.468750 Penalty: 3946.933594
	Iteration 26Q: 3 clusters Score -347561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -347564.875000 Penalty: 3946.933594
	Iteration 27Q: 3 clusters Score -347564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -347564.781250 Penalty: 3946.933594
	Iteration 28Q: 3 clusters Score -347564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -347565.406250 Penalty: 3946.933594
	Iteration 29Q: 3 clusters Score -347565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -347565.843750 Penalty: 3946.933594
	Iteration 30Q: 3 clusters Score -347565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -347566.312500 Penalty: 3946.933594
	Iteration 31Q: 3 clusters Score -347566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -347566.312500 Penalty: 3946.933594
	Iteration 32F: 3 clusters Score -347566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Entering Unmasked Estep 
Score: -4269586.500000 Penalty: 2576.829346
	Iteration 0F: 2 clusters Score -4269586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4247363.000000 Penalty: 5153.658691
	Iteration 0F: 3 clusters Score -4247363 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4255266.000000 Penalty: 5153.658691
	Iteration 1F: 3 clusters Score -4255266 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4255698.000000 Penalty: 5153.658691
	Iteration 2Q: 3 clusters Score -4255698 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4256031.500000 Penalty: 5153.658691
	Iteration 3Q: 3 clusters Score -4256032 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4256361.000000 Penalty: 5153.658691
	Iteration 4Q: 3 clusters Score -4256361 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4256665.500000 Penalty: 5153.658691
	Iteration 5Q: 3 clusters Score -4256666 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4257065.500000 Penalty: 5153.658691
	Iteration 6Q: 3 clusters Score -4257066 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4257538.000000 Penalty: 5153.658691
	Iteration 7Q: 3 clusters Score -4257538 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4258194.500000 Penalty: 5153.658691
	Iteration 8Q: 3 clusters Score -4258194 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4259014.500000 Penalty: 5153.658691
	Iteration 9Q: 3 clusters Score -4259014 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4260116.000000 Penalty: 5153.658691
	Iteration 10F: 3 clusters Score -4260116 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4261491.000000 Penalty: 5153.658691
	Iteration 11F: 3 clusters Score -4261491 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4262882.500000 Penalty: 5153.658691
	Iteration 12F: 3 clusters Score -4262882 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4263905.500000 Penalty: 5153.658691
	Iteration 13F: 3 clusters Score -4263906 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4264415.000000 Penalty: 5153.658691
	Iteration 14Q: 3 clusters Score -4264415 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4264667.000000 Penalty: 5153.658691
	Iteration 15Q: 3 clusters Score -4264667 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4264761.000000 Penalty: 5153.658691
	Iteration 16Q: 3 clusters Score -4264761 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4264835.500000 Penalty: 5153.658691
	Iteration 17Q: 3 clusters Score -4264836 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4264907.000000 Penalty: 5153.658691
	Iteration 18Q: 3 clusters Score -4264907 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4264975.000000 Penalty: 5153.658691
	Iteration 19Q: 3 clusters Score -4264975 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4265014.000000 Penalty: 5153.658691
	Iteration 20F: 3 clusters Score -4265014 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4265065.500000 Penalty: 5153.658691
	Iteration 21Q: 3 clusters Score -4265066 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4265095.500000 Penalty: 5153.658691
	Iteration 22Q: 3 clusters Score -4265096 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4265126.000000 Penalty: 5153.658691
	Iteration 23Q: 3 clusters Score -4265126 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4265166.000000 Penalty: 5153.658691
	Iteration 24Q: 3 clusters Score -4265166 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4265184.000000 Penalty: 5153.658691
	Iteration 25Q: 3 clusters Score -4265184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4265197.000000 Penalty: 5153.658691
	Iteration 26Q: 3 clusters Score -4265197 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4265227.500000 Penalty: 5153.658691
	Iteration 27Q: 3 clusters Score -4265228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4265267.500000 Penalty: 5153.658691
	Iteration 28Q: 3 clusters Score -4265268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4265272.000000 Penalty: 5153.658691
	Iteration 29Q: 3 clusters Score -4265272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4265295.500000 Penalty: 5153.658691
	Iteration 30Q: 3 clusters Score -4265296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4265323.000000 Penalty: 5153.658691
	Iteration 31Q: 3 clusters Score -4265323 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4265347.500000 Penalty: 5153.658691
	Iteration 32Q: 3 clusters Score -4265348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4265365.000000 Penalty: 5153.658691
	Iteration 33Q: 3 clusters Score -4265365 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4265389.500000 Penalty: 5153.658691
	Iteration 34Q: 3 clusters Score -4265390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4265416.000000 Penalty: 5153.658691
	Iteration 35Q: 3 clusters Score -4265416 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4265443.000000 Penalty: 5153.658691
	Iteration 36Q: 3 clusters Score -4265443 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4265473.500000 Penalty: 5153.658691
	Iteration 37Q: 3 clusters Score -4265474 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4265513.000000 Penalty: 5153.658691
	Iteration 38Q: 3 clusters Score -4265513 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4265545.000000 Penalty: 5153.658691
	Iteration 39Q: 3 clusters Score -4265545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4265575.500000 Penalty: 5153.658691
	Iteration 40F: 3 clusters Score -4265576 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4265607.500000 Penalty: 5153.658691
	Iteration 41Q: 3 clusters Score -4265608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4265637.000000 Penalty: 5153.658691
	Iteration 42Q: 3 clusters Score -4265637 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -4265667.500000 Penalty: 5153.658691
	Iteration 43Q: 3 clusters Score -4265668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4265680.000000 Penalty: 5153.658691
	Iteration 44Q: 3 clusters Score -4265680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4265710.500000 Penalty: 5153.658691
	Iteration 45Q: 3 clusters Score -4265710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4265726.000000 Penalty: 5153.658691
	Iteration 46Q: 3 clusters Score -4265726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4265760.000000 Penalty: 5153.658691
	Iteration 47Q: 3 clusters Score -4265760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4265796.500000 Penalty: 5153.658691
	Iteration 48Q: 3 clusters Score -4265796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4265821.500000 Penalty: 5153.658691
	Iteration 49Q: 3 clusters Score -4265822 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4265835.500000 Penalty: 5153.658691
	Iteration 50Q: 3 clusters Score -4265836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4265880.000000 Penalty: 5153.658691
	Iteration 51Q: 3 clusters Score -4265880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4265903.000000 Penalty: 5153.658691
	Iteration 52Q: 3 clusters Score -4265903 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4265930.500000 Penalty: 5153.658691
	Iteration 53Q: 3 clusters Score -4265930 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4265982.000000 Penalty: 5153.658691
	Iteration 54Q: 3 clusters Score -4265982 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4266030.500000 Penalty: 5153.658691
	Iteration 55Q: 3 clusters Score -4266030 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4266087.000000 Penalty: 5153.658691
	Iteration 56Q: 3 clusters Score -4266087 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4266126.500000 Penalty: 5153.658691
	Iteration 57Q: 3 clusters Score -4266126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4266164.500000 Penalty: 5153.658691
	Iteration 58Q: 3 clusters Score -4266164 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4266210.000000 Penalty: 5153.658691
	Iteration 59Q: 3 clusters Score -4266210 nChanged 214
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4266270.000000 Penalty: 5153.658691
	Iteration 60F: 3 clusters Score -4266270 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4266301.500000 Penalty: 5153.658691
	Iteration 61Q: 3 clusters Score -4266302 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -4266335.500000 Penalty: 5153.658691
	Iteration 62Q: 3 clusters Score -4266336 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4266377.500000 Penalty: 5153.658691
	Iteration 63Q: 3 clusters Score -4266378 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4266416.000000 Penalty: 5153.658691
	Iteration 64Q: 3 clusters Score -4266416 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4266443.000000 Penalty: 5153.658691
	Iteration 65Q: 3 clusters Score -4266443 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4266453.000000 Penalty: 5153.658691
	Iteration 66Q: 3 clusters Score -4266453 nChanged 131
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4266503.500000 Penalty: 5153.658691
	Iteration 67Q: 3 clusters Score -4266504 nChanged 136
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4266525.000000 Penalty: 5153.658691
	Iteration 68Q: 3 clusters Score -4266525 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4266563.000000 Penalty: 5153.658691
	Iteration 69Q: 3 clusters Score -4266563 nChanged 151
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4266591.500000 Penalty: 5153.658691
	Iteration 70Q: 3 clusters Score -4266592 nChanged 148
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Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4266642.000000 Penalty: 5153.658691
	Iteration 71Q: 3 clusters Score -4266642 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4266674.000000 Penalty: 5153.658691
	Iteration 72Q: 3 clusters Score -4266674 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4266717.000000 Penalty: 5153.658691
	Iteration 73Q: 3 clusters Score -4266717 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4266755.500000 Penalty: 5153.658691
	Iteration 74Q: 3 clusters Score -4266756 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4266793.000000 Penalty: 5153.658691
	Iteration 75Q: 3 clusters Score -4266793 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4266840.000000 Penalty: 5153.658691
	Iteration 76Q: 3 clusters Score -4266840 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4266893 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4266921.500000 Penalty: 5153.658691
	Iteration 78Q: 3 clusters Score -4266922 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4266957.500000 Penalty: 5153.658691
	Iteration 79Q: 3 clusters Score -4266958 nChanged 141
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4266993.500000 Penalty: 5153.658691
	Iteration 80F: 3 clusters Score -4266994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 5153.658691
	Iteration 81Q: 3 clusters Score -4267022 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4267057.500000 Penalty: 5153.658691
	Iteration 82Q: 3 clusters Score -4267058 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4267076.500000 Penalty: 5153.658691
	Iteration 83Q: 3 clusters Score -4267076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4267108.500000 Penalty: 5153.658691
	Iteration 84Q: 3 clusters Score -4267108 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4267126.000000 Penalty: 5153.658691
	Iteration 85Q: 3 clusters Score -4267126 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -4267149.000000 Penalty: 5153.658691
	Iteration 86Q: 3 clusters Score -4267149 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4267156.000000 Penalty: 5153.658691
	Iteration 87Q: 3 clusters Score -4267156 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4267184.000000 Penalty: 5153.658691
	Iteration 88Q: 3 clusters Score -4267184 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4267199.000000 Penalty: 5153.658691
	Iteration 89Q: 3 clusters Score -4267199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4267208.500000 Penalty: 5153.658691
	Iteration 90Q: 3 clusters Score -4267208 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4267229.500000 Penalty: 5153.658691
	Iteration 91Q: 3 clusters Score -4267230 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4267224.500000 Penalty: 5153.658691
	Iteration 92Q: 3 clusters Score -4267224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4267244.000000 Penalty: 5153.658691
	Iteration 93Q: 3 clusters Score -4267244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4267251.000000 Penalty: 5153.658691
	Iteration 94Q: 3 clusters Score -4267251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4267270.000000 Penalty: 5153.658691
	Iteration 95Q: 3 clusters Score -4267270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4267282.500000 Penalty: 5153.658691
	Iteration 96Q: 3 clusters Score -4267282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4267316.000000 Penalty: 5153.658691
	Iteration 97Q: 3 clusters Score -4267316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4267332.000000 Penalty: 5153.658691
	Iteration 98Q: 3 clusters Score -4267332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4267333.000000 Penalty: 5153.658691
	Iteration 99Q: 3 clusters Score -4267333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4267351.000000 Penalty: 5153.658691
	Iteration 100F: 3 clusters Score -4267351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4267363.000000 Penalty: 5153.658691
	Iteration 101Q: 3 clusters Score -4267363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4267371.500000 Penalty: 5153.658691
	Iteration 102Q: 3 clusters Score -4267372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4267379.000000 Penalty: 5153.658691
	Iteration 103Q: 3 clusters Score -4267379 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4267385.000000 Penalty: 5153.658691
	Iteration 104Q: 3 clusters Score -4267385 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4267384.000000 Penalty: 5153.658691
	Iteration 105Q: 3 clusters Score -4267384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4267387.500000 Penalty: 5153.658691
	Iteration 106Q: 3 clusters Score -4267388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4267398.500000 Penalty: 5153.658691
	Iteration 107Q: 3 clusters Score -4267398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -4267405.500000 Penalty: 5153.658691
	Iteration 108Q: 3 clusters Score -4267406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4267405.500000 Penalty: 5153.658691
	Iteration 109Q: 3 clusters Score -4267406 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4267407.500000 Penalty: 5153.658691
	Iteration 110Q: 3 clusters Score -4267408 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4267402.500000 Penalty: 5153.658691
	Iteration 111Q: 3 clusters Score -4267402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4267414.500000 Penalty: 5153.658691
	Iteration 112Q: 3 clusters Score -4267414 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4267423.500000 Penalty: 5153.658691
	Iteration 113Q: 3 clusters Score -4267424 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4267431.000000 Penalty: 5153.658691
	Iteration 114Q: 3 clusters Score -4267431 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4267438.500000 Penalty: 5153.658691
	Iteration 115Q: 3 clusters Score -4267438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4267440.000000 Penalty: 5153.658691
	Iteration 116Q: 3 clusters Score -4267440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4267443.000000 Penalty: 5153.658691
	Iteration 117Q: 3 clusters Score -4267443 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4267441.500000 Penalty: 5153.658691
	Iteration 118Q: 3 clusters Score -4267442 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -4267440.000000 Penalty: 5153.658691
	Iteration 119Q: 3 clusters Score -4267440 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4267436.500000 Penalty: 5153.658691
	Iteration 120F: 3 clusters Score -4267436 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4267436 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4267443.500000 Penalty: 5153.658691
	Iteration 122Q: 3 clusters Score -4267444 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4267444.500000 Penalty: 5153.658691
	Iteration 123Q: 3 clusters Score -4267444 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4267444 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4267444 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4267444.500000 Penalty: 5153.658691
	Iteration 126Q: 3 clusters Score -4267444 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4267446.000000 Penalty: 5153.658691
	Iteration 127Q: 3 clusters Score -4267446 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4267449.500000 Penalty: 5153.658691
	Iteration 128Q: 3 clusters Score -4267450 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4267448 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4267445.000000 Penalty: 5153.658691
	Iteration 130Q: 3 clusters Score -4267445 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4267450.500000 Penalty: 5153.658691
	Iteration 131Q: 3 clusters Score -4267450 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4267447.000000 Penalty: 5153.658691
	Iteration 132Q: 3 clusters Score -4267447 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4267448.500000 Penalty: 5153.658691
	Iteration 133Q: 3 clusters Score -4267448 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4267444.500000 Penalty: 5153.658691
	Iteration 134Q: 3 clusters Score -4267444 nChanged 2
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Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4267448.500000 Penalty: 5153.658691
	Iteration 135Q: 3 clusters Score -4267448 nChanged 5
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Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4267450 nChanged 6
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Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4267450 nChanged 4
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4267451.000000 Penalty: 5153.658691
	Iteration 138Q: 3 clusters Score -4267451 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1435 members 
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Entering Unmasked Estep 
Score: -4267446.500000 Penalty: 5153.658691
	Iteration 139Q: 3 clusters Score -4267446 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4267446.500000 Penalty: 5153.658691
	Iteration 140F: 3 clusters Score -4267446 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4267452.000000 Penalty: 5153.658691
	Iteration 141Q: 3 clusters Score -4267452 nChanged 12
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Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4267460.000000 Penalty: 5153.658691
	Iteration 142Q: 3 clusters Score -4267460 nChanged 12
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Mstep: Class 1 contains 1395 members 
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Entering Unmasked Estep 
Score: -4267463.000000 Penalty: 5153.658691
	Iteration 143Q: 3 clusters Score -4267463 nChanged 10
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4267460 nChanged 11
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Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4267462.500000 Penalty: 5153.658691
	Iteration 145Q: 3 clusters Score -4267462 nChanged 10
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4267469.000000 Penalty: 5153.658691
	Iteration 146Q: 3 clusters Score -4267469 nChanged 10
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Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4267468 nChanged 6
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4267469 nChanged 5
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Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4267470.500000 Penalty: 5153.658691
	Iteration 149Q: 3 clusters Score -4267470 nChanged 4
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Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4267471.500000 Penalty: 5153.658691
	Iteration 150Q: 3 clusters Score -4267472 nChanged 4
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Mstep: Class 1 contains 1341 members 
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Entering Unmasked Estep 
Score: -4267478.500000 Penalty: 5153.658691
	Iteration 151Q: 3 clusters Score -4267478 nChanged 2
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Entering Unmasked Estep 
Score: -4267480.500000 Penalty: 5153.658691
	Iteration 152Q: 3 clusters Score -4267480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4267481.500000 Penalty: 5153.658691
	Iteration 153Q: 3 clusters Score -4267482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4267482.500000 Penalty: 5153.658691
	Iteration 154Q: 3 clusters Score -4267482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4267481.500000 Penalty: 5153.658691
	Iteration 155Q: 3 clusters Score -4267482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4267483.500000 Penalty: 5153.658691
	Iteration 156Q: 3 clusters Score -4267484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4267490.000000 Penalty: 5153.658691
	Iteration 157Q: 3 clusters Score -4267490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4267487.000000 Penalty: 5153.658691
	Iteration 158Q: 3 clusters Score -4267487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4267484.000000 Penalty: 5153.658691
	Iteration 159Q: 3 clusters Score -4267484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4267486.000000 Penalty: 5153.658691
	Iteration 160F: 3 clusters Score -4267486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4267484.000000 Penalty: 5153.658691
	Iteration 161Q: 3 clusters Score -4267484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4267484.500000 Penalty: 5153.658691
	Iteration 162Q: 3 clusters Score -4267484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4267485.000000 Penalty: 5153.658691
	Iteration 163Q: 3 clusters Score -4267485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4267482.000000 Penalty: 5153.658691
	Iteration 164Q: 3 clusters Score -4267482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4267491.000000 Penalty: 5153.658691
	Iteration 165Q: 3 clusters Score -4267491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4267487.000000 Penalty: 5153.658691
	Iteration 166Q: 3 clusters Score -4267487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4267491.500000 Penalty: 5153.658691
	Iteration 167Q: 3 clusters Score -4267492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4267492.500000 Penalty: 5153.658691
	Iteration 168Q: 3 clusters Score -4267492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4267496.500000 Penalty: 5153.658691
	Iteration 169Q: 3 clusters Score -4267496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4267496.500000 Penalty: 5153.658691
	Iteration 170F: 3 clusters Score -4267496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Entering Unmasked Estep 
Score: -21606088.000000 Penalty: 2982.709473
	Iteration 0F: 2 clusters Score -2.160609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -21498958.000000 Penalty: 5965.418945
	Iteration 0F: 3 clusters Score -2.149896e+07 nChanged 80068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -21545656.000000 Penalty: 5965.418945
	Iteration 1F: 3 clusters Score -2.154566e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -21546848.000000 Penalty: 5965.418945
	Iteration 2Q: 3 clusters Score -2.154685e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -21548504.000000 Penalty: 5965.418945
	Iteration 3Q: 3 clusters Score -2.15485e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -21551294.000000 Penalty: 5965.418945
	Iteration 4Q: 3 clusters Score -2.155129e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -21556156.000000 Penalty: 5965.418945
	Iteration 5F: 3 clusters Score -2.155616e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112097 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -21563436.000000 Penalty: 5965.418945
	Iteration 6F: 3 clusters Score -2.156344e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -21572316.000000 Penalty: 5965.418945
	Iteration 7F: 3 clusters Score -2.157232e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -21582168.000000 Penalty: 5965.418945
	Iteration 8F: 3 clusters Score -2.158217e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -21589798.000000 Penalty: 5965.418945
	Iteration 9F: 3 clusters Score -2.15898e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -21595180.000000 Penalty: 5965.418945
	Iteration 10Q: 3 clusters Score -2.159518e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151086 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -21598594.000000 Penalty: 5965.418945
	Iteration 11Q: 3 clusters Score -2.159859e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -21600730.000000 Penalty: 5965.418945
	Iteration 12Q: 3 clusters Score -2.160073e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -21602000.000000 Penalty: 5965.418945
	Iteration 13Q: 3 clusters Score -2.1602e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -21602938.000000 Penalty: 5965.418945
	Iteration 14Q: 3 clusters Score -2.160294e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -21603364.000000 Penalty: 5965.418945
	Iteration 15Q: 3 clusters Score -2.160336e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -21603560.000000 Penalty: 5965.418945
	Iteration 16Q: 3 clusters Score -2.160356e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -21603758.000000 Penalty: 5965.418945
	Iteration 17Q: 3 clusters Score -2.160376e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -21603914.000000 Penalty: 5965.418945
	Iteration 18Q: 3 clusters Score -2.160391e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -21604026.000000 Penalty: 5965.418945
	Iteration 19Q: 3 clusters Score -2.160403e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -21604098.000000 Penalty: 5965.418945
	Iteration 20F: 3 clusters Score -2.16041e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -21604162.000000 Penalty: 5965.418945
	Iteration 21Q: 3 clusters Score -2.160416e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21604144.000000 Penalty: 5965.418945
	Iteration 22Q: 3 clusters Score -2.160414e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21604282.000000 Penalty: 5965.418945
	Iteration 23Q: 3 clusters Score -2.160428e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162472 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -21604318.000000 Penalty: 5965.418945
	Iteration 24Q: 3 clusters Score -2.160432e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -21604348.000000 Penalty: 5965.418945
	Iteration 25Q: 3 clusters Score -2.160435e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -21604382.000000 Penalty: 5965.418945
	Iteration 26Q: 3 clusters Score -2.160438e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -21604374.000000 Penalty: 5965.418945
	Iteration 27Q: 3 clusters Score -2.160437e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -21604334.000000 Penalty: 5965.418945
	Iteration 28Q: 3 clusters Score -2.160433e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -21604376.000000 Penalty: 5965.418945
	Iteration 29Q: 3 clusters Score -2.160438e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -21604416.000000 Penalty: 5965.418945
	Iteration 30Q: 3 clusters Score -2.160442e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -21604404.000000 Penalty: 5965.418945
	Iteration 31Q: 3 clusters Score -2.16044e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -21604356.000000 Penalty: 5965.418945
	Iteration 32Q: 3 clusters Score -2.160436e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21604328.000000 Penalty: 5965.418945
	Iteration 33Q: 3 clusters Score -2.160433e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21604374.000000 Penalty: 5965.418945
	Iteration 34Q: 3 clusters Score -2.160437e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21604426.000000 Penalty: 5965.418945
	Iteration 35Q: 3 clusters Score -2.160443e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21604452.000000 Penalty: 5965.418945
	Iteration 36Q: 3 clusters Score -2.160445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -21604444.000000 Penalty: 5965.418945
	Iteration 37Q: 3 clusters Score -2.160444e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21604432.000000 Penalty: 5965.418945
	Iteration 38Q: 3 clusters Score -2.160443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21604438.000000 Penalty: 5965.418945
	Iteration 39Q: 3 clusters Score -2.160444e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21604424.000000 Penalty: 5965.418945
	Iteration 40F: 3 clusters Score -2.160442e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21604466.000000 Penalty: 5965.418945
	Iteration 41Q: 3 clusters Score -2.160447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21604478.000000 Penalty: 5965.418945
	Iteration 42Q: 3 clusters Score -2.160448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21604508.000000 Penalty: 5965.418945
	Iteration 43Q: 3 clusters Score -2.160451e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21604536.000000 Penalty: 5965.418945
	Iteration 44Q: 3 clusters Score -2.160454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21604542.000000 Penalty: 5965.418945
	Iteration 45Q: 3 clusters Score -2.160454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21604520.000000 Penalty: 5965.418945
	Iteration 46Q: 3 clusters Score -2.160452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -21604514.000000 Penalty: 5965.418945
	Iteration 47Q: 3 clusters Score -2.160451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165027 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21604490.000000 Penalty: 5965.418945
	Iteration 48Q: 3 clusters Score -2.160449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -21604508.000000 Penalty: 5965.418945
	Iteration 49Q: 3 clusters Score -2.160451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -21604510.000000 Penalty: 5965.418945
	Iteration 50Q: 3 clusters Score -2.160451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21604492.000000 Penalty: 5965.418945
	Iteration 51Q: 3 clusters Score -2.160449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21604500.000000 Penalty: 5965.418945
	Iteration 52Q: 3 clusters Score -2.16045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21604472.000000 Penalty: 5965.418945
	Iteration 53Q: 3 clusters Score -2.160447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21604502.000000 Penalty: 5965.418945
	Iteration 54Q: 3 clusters Score -2.16045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21604510.000000 Penalty: 5965.418945
	Iteration 55Q: 3 clusters Score -2.160451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21604496.000000 Penalty: 5965.418945
	Iteration 56Q: 3 clusters Score -2.16045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21604504.000000 Penalty: 5965.418945
	Iteration 57Q: 3 clusters Score -2.16045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21604502.000000 Penalty: 5965.418945
	Iteration 58Q: 3 clusters Score -2.16045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -21604500.000000 Penalty: 5965.418945
	Iteration 59Q: 3 clusters Score -2.16045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21604506.000000 Penalty: 5965.418945
	Iteration 60F: 3 clusters Score -2.160451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165263 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21604496.000000 Penalty: 5965.418945
	Iteration 61Q: 3 clusters Score -2.16045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165273 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21604488.000000 Penalty: 5965.418945
	Iteration 62Q: 3 clusters Score -2.160449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165286 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21604488.000000 Penalty: 5965.418945
	Iteration 63Q: 3 clusters Score -2.160449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21604480.000000 Penalty: 5965.418945
	Iteration 64Q: 3 clusters Score -2.160448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -21604462.000000 Penalty: 5965.418945
	Iteration 65Q: 3 clusters Score -2.160446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21604480.000000 Penalty: 5965.418945
	Iteration 66Q: 3 clusters Score -2.160448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21604466.000000 Penalty: 5965.418945
	Iteration 67Q: 3 clusters Score -2.160447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21604470.000000 Penalty: 5965.418945
	Iteration 68Q: 3 clusters Score -2.160447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165347 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21604454.000000 Penalty: 5965.418945
	Iteration 69Q: 3 clusters Score -2.160445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21604460.000000 Penalty: 5965.418945
	Iteration 70Q: 3 clusters Score -2.160446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165359 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21604456.000000 Penalty: 5965.418945
	Iteration 71Q: 3 clusters Score -2.160446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21604440.000000 Penalty: 5965.418945
	Iteration 72Q: 3 clusters Score -2.160444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21604426.000000 Penalty: 5965.418945
	Iteration 73Q: 3 clusters Score -2.160443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21604420.000000 Penalty: 5965.418945
	Iteration 74Q: 3 clusters Score -2.160442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21604426.000000 Penalty: 5965.418945
	Iteration 75Q: 3 clusters Score -2.160443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21604420.000000 Penalty: 5965.418945
	Iteration 76Q: 3 clusters Score -2.160442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21604446.000000 Penalty: 5965.418945
	Iteration 77Q: 3 clusters Score -2.160445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21604452.000000 Penalty: 5965.418945
	Iteration 78Q: 3 clusters Score -2.160445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21604446.000000 Penalty: 5965.418945
	Iteration 79Q: 3 clusters Score -2.160445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21604452.000000 Penalty: 5965.418945
	Iteration 80F: 3 clusters Score -2.160445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21604458.000000 Penalty: 5965.418945
	Iteration 81Q: 3 clusters Score -2.160446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21604454.000000 Penalty: 5965.418945
	Iteration 82Q: 3 clusters Score -2.160445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21604460.000000 Penalty: 5965.418945
	Iteration 83Q: 3 clusters Score -2.160446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21604460.000000 Penalty: 5965.418945
	Iteration 84Q: 3 clusters Score -2.160446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21604468.000000 Penalty: 5965.418945
	Iteration 85Q: 3 clusters Score -2.160447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21604462.000000 Penalty: 5965.418945
	Iteration 86Q: 3 clusters Score -2.160446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21604448.000000 Penalty: 5965.418945
	Iteration 87Q: 3 clusters Score -2.160445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21604448.000000 Penalty: 5965.418945
	Iteration 88F: 3 clusters Score -2.160445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47543.140625 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -47543.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46196.953125 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -46196.95 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46442.183594 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -46442.18 nChanged 36
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: -46554.089844 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -46554.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46696.750000 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -46696.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46936.003906 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -46936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47471.957031 Penalty: 3046.450439
	Iteration 5F: 3 clusters Score -47471.96 nChanged 25
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: -48067.812500 Penalty: 3046.450439
	Iteration 6F: 3 clusters Score -48067.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48588.921875 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -48588.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48628.082031 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -48628.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48639.312500 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -48639.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48662.757812 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -48662.76 nChanged 4
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: -48715.312500 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -48715.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48872.957031 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -48872.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49249.355469 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -49249.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49271.984375 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -49271.98 nChanged 3
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: -49301.496094 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -49301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49309.382812 Penalty: 3046.450439
	Iteration 16Q: 3 clusters Score -49309.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49338.750000 Penalty: 3046.450439
	Iteration 17Q: 3 clusters Score -49338.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49357.683594 Penalty: 3046.450439
	Iteration 18Q: 3 clusters Score -49357.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49365.531250 Penalty: 3046.450439
	Iteration 19Q: 3 clusters Score -49365.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49383.371094 Penalty: 3046.450439
	Iteration 20F: 3 clusters Score -49383.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49439.078125 Penalty: 3046.450439
	Iteration 21Q: 3 clusters Score -49439.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49479.902344 Penalty: 3046.450439
	Iteration 22Q: 3 clusters Score -49479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49527.378906 Penalty: 3046.450439
	Iteration 23Q: 3 clusters Score -49527.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49527.378906 Penalty: 3046.450439
	Iteration 24F: 3 clusters Score -49527.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189336 members 
Mstep: Class 8 contains 135232 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 132 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183203 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 333 members 
Entering Unmasked Estep 
Score: -138539504.000000 Penalty: 82755.171875
Splitting cluster 17 changes total score from -138539536.000000 to -138539504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -490522.437500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -490522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -486662.875000 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -486662.9 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -487443.125000 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -487443.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -487615.718750 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -487615.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -487714.843750 Penalty: 4098.101074
	Iteration 3Q: 3 clusters Score -487714.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -487786.750000 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -487786.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -487841.156250 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -487841.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -487885.875000 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -487885.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -487922.937500 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -487922.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -487965.093750 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -487965.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488020.281250 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -488020.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -488086.250000 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -488086.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -488146.531250 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -488146.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -488207.937500 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -488207.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488265.718750 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -488265.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -488313.531250 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -488313.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -488348.468750 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -488348.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -488378.875000 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -488378.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -488395.906250 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -488395.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -488409.656250 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -488409.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -488432.312500 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -488432.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -488457.343750 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -488457.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -488476.687500 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -488476.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -488495.781250 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -488495.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -488521.406250 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -488521.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -488544.375000 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -488544.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -488565.500000 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -488565.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -488594.812500 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -488594.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -488619.843750 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -488619.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -488637.093750 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -488637.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -488661.218750 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -488661.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -488685.875000 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -488685.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -488715.812500 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -488715.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -488744.812500 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -488744.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -488777.843750 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -488777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -488804.031250 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -488804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -488821.718750 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -488821.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -488839.968750 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -488840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -488853.000000 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -488853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -488862.906250 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -488862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -488875.312500 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -488875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -488885.718750 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -488885.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -488890.281250 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -488890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -488895.000000 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -488895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -488897.656250 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -488897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -488902.093750 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -488902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -488907.531250 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -488907.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -488913.343750 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -488913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -488917.718750 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -488917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -488922.687500 Penalty: 4098.101074
	Iteration 48Q: 3 clusters Score -488922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -488926.375000 Penalty: 4098.101074
	Iteration 49Q: 3 clusters Score -488926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -488926.906250 Penalty: 4098.101074
	Iteration 50Q: 3 clusters Score -488926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -488932.281250 Penalty: 4098.101074
	Iteration 51Q: 3 clusters Score -488932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -488935.375000 Penalty: 4098.101074
	Iteration 52Q: 3 clusters Score -488935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -488937.718750 Penalty: 4098.101074
	Iteration 53Q: 3 clusters Score -488937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -488938.187500 Penalty: 4098.101074
	Iteration 54Q: 3 clusters Score -488938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -488939.125000 Penalty: 4098.101074
	Iteration 55Q: 3 clusters Score -488939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -488939.125000 Penalty: 4098.101074
	Iteration 56F: 3 clusters Score -488939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -28228.242188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -28228.24 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 153 members 
Entering Unmasked Estep 
Score: -27060.582031 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -27060.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27225.556641 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -27225.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27316.566406 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -27316.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27370.648438 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -27370.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27430.470703 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -27430.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27509.773438 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -27509.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27574.962891 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -27574.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27601.826172 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -27601.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27639.718750 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -27639.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27675.017578 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -27675.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27685.082031 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -27685.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27687.394531 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -27687.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27687.394531 Penalty: 2812.260986
	Iteration 12F: 3 clusters Score -27687.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Entering Unmasked Estep 
Score: -23734132.000000 Penalty: 3005.350830
	Iteration 0F: 2 clusters Score -2.373413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -23615664.000000 Penalty: 6010.701660
	Iteration 0F: 3 clusters Score -2.361566e+07 nChanged 87634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -23667356.000000 Penalty: 6010.701660
	Iteration 1F: 3 clusters Score -2.366736e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -23669496.000000 Penalty: 6010.701660
	Iteration 2Q: 3 clusters Score -2.36695e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -23673114.000000 Penalty: 6010.701660
	Iteration 3Q: 3 clusters Score -2.367311e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -23679528.000000 Penalty: 6010.701660
	Iteration 4F: 3 clusters Score -2.367953e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -23689980.000000 Penalty: 6010.701660
	Iteration 5F: 3 clusters Score -2.368998e+07 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 145542 members 
Entering Unmasked Estep 
Score: -23703872.000000 Penalty: 6010.701660
	Iteration 6F: 3 clusters Score -2.370387e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -23716860.000000 Penalty: 6010.701660
	Iteration 7F: 3 clusters Score -2.371686e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -23724906.000000 Penalty: 6010.701660
	Iteration 8Q: 3 clusters Score -2.372491e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -23728646.000000 Penalty: 6010.701660
	Iteration 9Q: 3 clusters Score -2.372865e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -23730428.000000 Penalty: 6010.701660
	Iteration 10Q: 3 clusters Score -2.373043e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -23731002.000000 Penalty: 6010.701660
	Iteration 11Q: 3 clusters Score -2.3731e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -23731396.000000 Penalty: 6010.701660
	Iteration 12Q: 3 clusters Score -2.37314e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -23731662.000000 Penalty: 6010.701660
	Iteration 13Q: 3 clusters Score -2.373166e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -23731808.000000 Penalty: 6010.701660
	Iteration 14Q: 3 clusters Score -2.373181e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -23731930.000000 Penalty: 6010.701660
	Iteration 15Q: 3 clusters Score -2.373193e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -23732072.000000 Penalty: 6010.701660
	Iteration 16Q: 3 clusters Score -2.373207e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 180352 members 
Entering Unmasked Estep 
Score: -23732180.000000 Penalty: 6010.701660
	Iteration 17Q: 3 clusters Score -2.373218e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 180648 members 
Entering Unmasked Estep 
Score: -23732174.000000 Penalty: 6010.701660
	Iteration 18Q: 3 clusters Score -2.373217e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -23732196.000000 Penalty: 6010.701660
	Iteration 19Q: 3 clusters Score -2.37322e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -23732302.000000 Penalty: 6010.701660
	Iteration 20F: 3 clusters Score -2.37323e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 181192 members 
Entering Unmasked Estep 
Score: -23732348.000000 Penalty: 6010.701660
	Iteration 21Q: 3 clusters Score -2.373235e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 181304 members 
Entering Unmasked Estep 
Score: -23732350.000000 Penalty: 6010.701660
	Iteration 22Q: 3 clusters Score -2.373235e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 181408 members 
Entering Unmasked Estep 
Score: -23732358.000000 Penalty: 6010.701660
	Iteration 23Q: 3 clusters Score -2.373236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 181476 members 
Entering Unmasked Estep 
Score: -23732364.000000 Penalty: 6010.701660
	Iteration 24Q: 3 clusters Score -2.373236e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -23732378.000000 Penalty: 6010.701660
	Iteration 25Q: 3 clusters Score -2.373238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -23732380.000000 Penalty: 6010.701660
	Iteration 26Q: 3 clusters Score -2.373238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 181605 members 
Entering Unmasked Estep 
Score: -23732372.000000 Penalty: 6010.701660
	Iteration 27Q: 3 clusters Score -2.373237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 181633 members 
Entering Unmasked Estep 
Score: -23732370.000000 Penalty: 6010.701660
	Iteration 28Q: 3 clusters Score -2.373237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 181657 members 
Entering Unmasked Estep 
Score: -23732364.000000 Penalty: 6010.701660
	Iteration 29Q: 3 clusters Score -2.373236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 181674 members 
Entering Unmasked Estep 
Score: -23732350.000000 Penalty: 6010.701660
	Iteration 30Q: 3 clusters Score -2.373235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -23732358.000000 Penalty: 6010.701660
	Iteration 31Q: 3 clusters Score -2.373236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 181697 members 
Entering Unmasked Estep 
Score: -23732354.000000 Penalty: 6010.701660
	Iteration 32Q: 3 clusters Score -2.373235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -23732368.000000 Penalty: 6010.701660
	Iteration 33Q: 3 clusters Score -2.373237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 181714 members 
Entering Unmasked Estep 
Score: -23732356.000000 Penalty: 6010.701660
	Iteration 34Q: 3 clusters Score -2.373236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 181727 members 
Entering Unmasked Estep 
Score: -23732358.000000 Penalty: 6010.701660
	Iteration 35Q: 3 clusters Score -2.373236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 181737 members 
Entering Unmasked Estep 
Score: -23732364.000000 Penalty: 6010.701660
	Iteration 36Q: 3 clusters Score -2.373236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -23732352.000000 Penalty: 6010.701660
	Iteration 37Q: 3 clusters Score -2.373235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 181748 members 
Entering Unmasked Estep 
Score: -23732350.000000 Penalty: 6010.701660
	Iteration 38Q: 3 clusters Score -2.373235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -23732364.000000 Penalty: 6010.701660
	Iteration 39Q: 3 clusters Score -2.373236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -23732370.000000 Penalty: 6010.701660
	Iteration 40F: 3 clusters Score -2.373237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 181756 members 
Entering Unmasked Estep 
Score: -23732366.000000 Penalty: 6010.701660
	Iteration 41Q: 3 clusters Score -2.373237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 181757 members 
Entering Unmasked Estep 
Score: -23732368.000000 Penalty: 6010.701660
	Iteration 42Q: 3 clusters Score -2.373237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 181757 members 
Entering Unmasked Estep 
Score: -23732368.000000 Penalty: 6010.701660
	Iteration 43F: 3 clusters Score -2.373237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -210936.984375 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -210937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208550.468750 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -208550.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -208928.390625 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -208928.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209025.546875 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -209025.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -209069.515625 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -209069.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209092.328125 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -209092.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209107.796875 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -209107.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209120.515625 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -209120.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209127.609375 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -209127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209129.859375 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -209129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -209132.343750 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -209132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209135.093750 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -209135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209136.750000 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -209136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209139.453125 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -209139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209141.218750 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -209141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209141.218750 Penalty: 3667.973389
	Iteration 14F: 3 clusters Score -209141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -469456.406250 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -469456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -465681.593750 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -465681.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -466408.843750 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -466408.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -466603.812500 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -466603.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -466730.562500 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -466730.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -466822.187500 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -466822.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -466889.250000 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -466889.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -466934.062500 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -466934.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -466967.031250 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -466967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -466996.187500 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -466996.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -467018.500000 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -467018.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467036.625000 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -467036.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467050.312500 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -467050.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467058.625000 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -467058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -467063.062500 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -467063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -467066.468750 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -467066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -467070.968750 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -467071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -467075.375000 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -467075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -467080.093750 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -467080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -467085.968750 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -467086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -467093.843750 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -467093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -467104.375000 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -467104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -467108.812500 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -467108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -467111.593750 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -467111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -467113.937500 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -467113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -467116.687500 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -467116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -467119.125000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -467119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -467120.562500 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -467120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -467121.125000 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -467121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -467121.781250 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -467121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -467121.343750 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -467121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -467122.093750 Penalty: 4087.492676
	Iteration 30Q: 3 clusters Score -467122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -467123.375000 Penalty: 4087.492676
	Iteration 31Q: 3 clusters Score -467123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -467124.968750 Penalty: 4087.492676
	Iteration 32Q: 3 clusters Score -467125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -467127.281250 Penalty: 4087.492676
	Iteration 33Q: 3 clusters Score -467127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -467128.625000 Penalty: 4087.492676
	Iteration 34Q: 3 clusters Score -467128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -467129.500000 Penalty: 4087.492676
	Iteration 35Q: 3 clusters Score -467129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -467131.125000 Penalty: 4087.492676
	Iteration 36Q: 3 clusters Score -467131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -467135.812500 Penalty: 4087.492676
	Iteration 37Q: 3 clusters Score -467135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -467139.625000 Penalty: 4087.492676
	Iteration 38Q: 3 clusters Score -467139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -467141.750000 Penalty: 4087.492676
	Iteration 39Q: 3 clusters Score -467141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -467143.906250 Penalty: 4087.492676
	Iteration 40F: 3 clusters Score -467143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -467145.937500 Penalty: 4087.492676
	Iteration 41Q: 3 clusters Score -467145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -467146.500000 Penalty: 4087.492676
	Iteration 42Q: 3 clusters Score -467146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467147.843750 Penalty: 4087.492676
	Iteration 43Q: 3 clusters Score -467147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -467151.593750 Penalty: 4087.492676
	Iteration 44Q: 3 clusters Score -467151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467155.281250 Penalty: 4087.492676
	Iteration 45Q: 3 clusters Score -467155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -467158.500000 Penalty: 4087.492676
	Iteration 46Q: 3 clusters Score -467158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -467162.031250 Penalty: 4087.492676
	Iteration 47Q: 3 clusters Score -467162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -467163.531250 Penalty: 4087.492676
	Iteration 48Q: 3 clusters Score -467163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467164.843750 Penalty: 4087.492676
	Iteration 49Q: 3 clusters Score -467164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467168.187500 Penalty: 4087.492676
	Iteration 50Q: 3 clusters Score -467168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -467169.906250 Penalty: 4087.492676
	Iteration 51Q: 3 clusters Score -467169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -467169.593750 Penalty: 4087.492676
	Iteration 52Q: 3 clusters Score -467169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -467170.125000 Penalty: 4087.492676
	Iteration 53Q: 3 clusters Score -467170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -467170.656250 Penalty: 4087.492676
	Iteration 54Q: 3 clusters Score -467170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -467170.656250 Penalty: 4087.492676
	Iteration 55F: 3 clusters Score -467170.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -67573.351562 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -67573.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65995.382812 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -65995.38 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66296.523438 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -66296.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66412.843750 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -66412.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66519.398438 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -66519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66603.601562 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -66603.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66694.210938 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -66694.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66777.000000 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -66777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66871.523438 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -66871.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66996.789062 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -66996.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67056.140625 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -67056.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67157.210938 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -67157.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67306.781250 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -67306.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67642.890625 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -67642.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68232.476562 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -68232.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68411.796875 Penalty: 3187.538330
	Iteration 14F: 3 clusters Score -68411.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68571.320312 Penalty: 3187.538330
	Iteration 15F: 3 clusters Score -68571.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -68717.679688 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -68717.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -68798.476562 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -68798.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -68855.445312 Penalty: 3187.538330
	Iteration 18Q: 3 clusters Score -68855.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -68873.468750 Penalty: 3187.538330
	Iteration 19Q: 3 clusters Score -68873.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -68873.468750 Penalty: 3187.538330
	Iteration 20F: 3 clusters Score -68873.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189336 members 
Mstep: Class 8 contains 135232 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183203 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 110 members 
Entering Unmasked Estep 
Score: -138538800.000000 Penalty: 82755.171875
Splitting cluster 23 changes total score from -138539536.000000 to -138538800.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200177 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189336 members 
Mstep: Class 8 contains 135232 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183203 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539504.000000 Penalty: 79307.039062
Iteration 239Q: 24 clusters Score -1.385395e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200181 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56094 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189348 members 
Mstep: Class 8 contains 135225 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63820 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167219 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183197 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539472.000000 Penalty: 79307.039062
Iteration 240F: 24 clusters Score -1.385395e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200180 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56093 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189356 members 
Mstep: Class 8 contains 135223 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183194 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539504.000000 Penalty: 79307.039062
Iteration 241Q: 24 clusters Score -1.385395e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200183 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56093 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189358 members 
Mstep: Class 8 contains 135218 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183194 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 242Q: 24 clusters Score -1.385396e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200184 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56092 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189361 members 
Mstep: Class 8 contains 135215 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183192 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 243Q: 24 clusters Score -1.385396e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200192 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189365 members 
Mstep: Class 8 contains 135211 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167218 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183185 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539552.000000 Penalty: 79307.039062
Iteration 244Q: 24 clusters Score -1.385396e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200196 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189371 members 
Mstep: Class 8 contains 135209 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183178 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 245Q: 24 clusters Score -1.385396e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200198 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189380 members 
Mstep: Class 8 contains 135209 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167216 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183168 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 246Q: 24 clusters Score -1.385396e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200201 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189387 members 
Mstep: Class 8 contains 135207 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167216 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183162 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539632.000000 Penalty: 79307.039062
Iteration 247Q: 24 clusters Score -1.385396e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200204 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189395 members 
Mstep: Class 8 contains 135201 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167214 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183160 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 248Q: 24 clusters Score -1.385396e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200210 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189406 members 
Mstep: Class 8 contains 135190 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167211 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183158 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 249Q: 24 clusters Score -1.385397e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200214 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189419 members 
Mstep: Class 8 contains 135185 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 167205 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183151 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 250Q: 24 clusters Score -1.385397e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200218 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189429 members 
Mstep: Class 8 contains 135176 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 167203 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183150 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 251Q: 24 clusters Score -1.385397e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56092 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189435 members 
Mstep: Class 8 contains 135169 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32544 members 
Mstep: Class 16 contains 167202 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183151 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539680.000000 Penalty: 79307.039062
Iteration 252Q: 24 clusters Score -1.385397e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200216 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56092 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189444 members 
Mstep: Class 8 contains 135165 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32543 members 
Mstep: Class 16 contains 167198 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183152 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539648.000000 Penalty: 79307.039062
Iteration 253Q: 24 clusters Score -1.385396e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200218 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56092 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189446 members 
Mstep: Class 8 contains 135160 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32542 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183152 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539568.000000 Penalty: 79307.039062
Iteration 254Q: 24 clusters Score -1.385396e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200218 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56093 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189446 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32540 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183155 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539600.000000 Penalty: 79307.039062
Iteration 255Q: 24 clusters Score -1.385396e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200221 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189452 members 
Mstep: Class 8 contains 135159 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32538 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183150 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539680.000000 Penalty: 79307.039062
Iteration 256Q: 24 clusters Score -1.385397e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200224 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189456 members 
Mstep: Class 8 contains 135162 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32535 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183144 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539712.000000 Penalty: 79307.039062
Iteration 257Q: 24 clusters Score -1.385397e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200224 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56091 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189460 members 
Mstep: Class 8 contains 135164 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32529 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183139 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 258Q: 24 clusters Score -1.385397e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56090 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189465 members 
Mstep: Class 8 contains 135168 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32524 members 
Mstep: Class 16 contains 167203 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183136 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539760.000000 Penalty: 79307.039062
Iteration 259Q: 24 clusters Score -1.385398e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56090 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189474 members 
Mstep: Class 8 contains 135168 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32517 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183133 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539696.000000 Penalty: 79307.039062
Iteration 260F: 24 clusters Score -1.385397e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200226 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56090 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189483 members 
Mstep: Class 8 contains 135167 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32512 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183130 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539760.000000 Penalty: 79307.039062
Iteration 261Q: 24 clusters Score -1.385398e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200226 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189490 members 
Mstep: Class 8 contains 135165 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27401 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63822 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183128 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539728.000000 Penalty: 79307.039062
Iteration 262Q: 24 clusters Score -1.385397e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200224 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189494 members 
Mstep: Class 8 contains 135162 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32508 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183128 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539776.000000 Penalty: 79307.039062
Iteration 263Q: 24 clusters Score -1.385398e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189495 members 
Mstep: Class 8 contains 135159 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32508 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183130 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539792.000000 Penalty: 79307.039062
Iteration 264Q: 24 clusters Score -1.385398e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200226 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189495 members 
Mstep: Class 8 contains 135156 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32508 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183132 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 265Q: 24 clusters Score -1.385398e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135152 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63824 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32508 members 
Mstep: Class 16 contains 167199 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183131 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 266Q: 24 clusters Score -1.385398e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200226 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135152 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167200 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 267Q: 24 clusters Score -1.385399e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135151 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167202 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539824.000000 Penalty: 79307.039062
Iteration 268Q: 24 clusters Score -1.385398e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189499 members 
Mstep: Class 8 contains 135150 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 79307.039062
Iteration 269Q: 24 clusters Score -1.385398e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135150 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183128 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 270Q: 24 clusters Score -1.385398e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200225 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189501 members 
Mstep: Class 8 contains 135150 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539840.000000 Penalty: 79307.039062
Iteration 271Q: 24 clusters Score -1.385398e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200224 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189501 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 272Q: 24 clusters Score -1.385399e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200224 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189501 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539824.000000 Penalty: 79307.039062
Iteration 273Q: 24 clusters Score -1.385398e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200226 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189501 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 79307.039062
Iteration 274Q: 24 clusters Score -1.385398e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 275Q: 24 clusters Score -1.385399e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539856.000000 Penalty: 79307.039062
Iteration 276F: 24 clusters Score -1.385399e+08 nChanged 0
Entering ConstructFrom: 
Score: -138539856.000000 Penalty: 79307.039062
Entering ConstructFrom: 
Trying to split cluster 1 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -676174.125000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -676174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -671284.562500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -671284.6 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -672636.812500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -672636.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -673062.937500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -673062.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -673480.750000 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -673480.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -673888.250000 Penalty: 4272.522461
	Iteration 4F: 3 clusters Score -673888.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -674312.875000 Penalty: 4272.522461
	Iteration 5F: 3 clusters Score -674312.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -674709.500000 Penalty: 4272.522461
	Iteration 6F: 3 clusters Score -674709.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -674951.062500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -674951.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -675056.437500 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -675056.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -675106.875000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -675106.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -675129.562500 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -675129.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -675145.187500 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -675145.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -675152.625000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -675152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -675156.875000 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -675156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -675161.937500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -675161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -675162.750000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -675162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -675166.687500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -675166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -675165.750000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -675165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -675165.250000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -675165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -675165.187500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -675165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -675166.312500 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -675166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -675166.250000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -675166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -675167.125000 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -675167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -675167.125000 Penalty: 4272.522461
	Iteration 23F: 3 clusters Score -675167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Entering Unmasked Estep 
Score: -25822846.000000 Penalty: 3027.387207
	Iteration 0F: 2 clusters Score -2.582285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -25692794.000000 Penalty: 6054.774414
	Iteration 0F: 3 clusters Score -2.569279e+07 nChanged 96479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -25748938.000000 Penalty: 6054.774414
	Iteration 1F: 3 clusters Score -2.574894e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 99792 members 
Entering Unmasked Estep 
Score: -25749750.000000 Penalty: 6054.774414
	Iteration 2Q: 3 clusters Score -2.574975e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -25750458.000000 Penalty: 6054.774414
	Iteration 3Q: 3 clusters Score -2.575046e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -25750946.000000 Penalty: 6054.774414
	Iteration 4Q: 3 clusters Score -2.575095e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -25751644.000000 Penalty: 6054.774414
	Iteration 5Q: 3 clusters Score -2.575164e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -25752316.000000 Penalty: 6054.774414
	Iteration 6Q: 3 clusters Score -2.575232e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -25753108.000000 Penalty: 6054.774414
	Iteration 7Q: 3 clusters Score -2.575311e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -25754234.000000 Penalty: 6054.774414
	Iteration 8Q: 3 clusters Score -2.575423e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -25755952.000000 Penalty: 6054.774414
	Iteration 9Q: 3 clusters Score -2.575595e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -25759312.000000 Penalty: 6054.774414
	Iteration 10Q: 3 clusters Score -2.575931e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -25764670.000000 Penalty: 6054.774414
	Iteration 11Q: 3 clusters Score -2.576467e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -25773100.000000 Penalty: 6054.774414
	Iteration 12F: 3 clusters Score -2.57731e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148844 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -25783848.000000 Penalty: 6054.774414
	Iteration 13F: 3 clusters Score -2.578385e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158861 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -25794156.000000 Penalty: 6054.774414
	Iteration 14F: 3 clusters Score -2.579416e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165682 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -25801416.000000 Penalty: 6054.774414
	Iteration 15Q: 3 clusters Score -2.580142e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -25806316.000000 Penalty: 6054.774414
	Iteration 16Q: 3 clusters Score -2.580632e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -25809646.000000 Penalty: 6054.774414
	Iteration 17Q: 3 clusters Score -2.580965e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -25811982.000000 Penalty: 6054.774414
	Iteration 18Q: 3 clusters Score -2.581198e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -25814360.000000 Penalty: 6054.774414
	Iteration 19Q: 3 clusters Score -2.581436e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185982 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -25816100.000000 Penalty: 6054.774414
	Iteration 20F: 3 clusters Score -2.58161e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188827 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -25817552.000000 Penalty: 6054.774414
	Iteration 21Q: 3 clusters Score -2.581755e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -25818568.000000 Penalty: 6054.774414
	Iteration 22Q: 3 clusters Score -2.581857e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192790 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -25819448.000000 Penalty: 6054.774414
	Iteration 23Q: 3 clusters Score -2.581945e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194054 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -25819886.000000 Penalty: 6054.774414
	Iteration 24Q: 3 clusters Score -2.581989e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194962 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -25820202.000000 Penalty: 6054.774414
	Iteration 25Q: 3 clusters Score -2.58202e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195679 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -25820324.000000 Penalty: 6054.774414
	Iteration 26Q: 3 clusters Score -2.582032e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196254 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -25820420.000000 Penalty: 6054.774414
	Iteration 27Q: 3 clusters Score -2.582042e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196696 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -25820446.000000 Penalty: 6054.774414
	Iteration 28Q: 3 clusters Score -2.582045e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -25820510.000000 Penalty: 6054.774414
	Iteration 29Q: 3 clusters Score -2.582051e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197356 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -25820438.000000 Penalty: 6054.774414
	Iteration 30Q: 3 clusters Score -2.582044e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197601 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -25820524.000000 Penalty: 6054.774414
	Iteration 31Q: 3 clusters Score -2.582052e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197811 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -25820532.000000 Penalty: 6054.774414
	Iteration 32Q: 3 clusters Score -2.582053e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198005 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25820606.000000 Penalty: 6054.774414
	Iteration 33Q: 3 clusters Score -2.582061e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198154 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25820586.000000 Penalty: 6054.774414
	Iteration 34Q: 3 clusters Score -2.582059e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198295 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -25820568.000000 Penalty: 6054.774414
	Iteration 35Q: 3 clusters Score -2.582057e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198440 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -25820570.000000 Penalty: 6054.774414
	Iteration 36Q: 3 clusters Score -2.582057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198541 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -25820580.000000 Penalty: 6054.774414
	Iteration 37Q: 3 clusters Score -2.582058e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198628 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -25820600.000000 Penalty: 6054.774414
	Iteration 38Q: 3 clusters Score -2.58206e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25820594.000000 Penalty: 6054.774414
	Iteration 39Q: 3 clusters Score -2.582059e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198779 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25820558.000000 Penalty: 6054.774414
	Iteration 40F: 3 clusters Score -2.582056e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198846 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -25820518.000000 Penalty: 6054.774414
	Iteration 41Q: 3 clusters Score -2.582052e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198901 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -25820508.000000 Penalty: 6054.774414
	Iteration 42Q: 3 clusters Score -2.582051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198940 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -25820508.000000 Penalty: 6054.774414
	Iteration 43Q: 3 clusters Score -2.582051e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198983 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -25820482.000000 Penalty: 6054.774414
	Iteration 44Q: 3 clusters Score -2.582048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199023 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -25820452.000000 Penalty: 6054.774414
	Iteration 45Q: 3 clusters Score -2.582045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -25820456.000000 Penalty: 6054.774414
	Iteration 46Q: 3 clusters Score -2.582046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199077 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25820478.000000 Penalty: 6054.774414
	Iteration 47Q: 3 clusters Score -2.582048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199101 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -25820484.000000 Penalty: 6054.774414
	Iteration 48Q: 3 clusters Score -2.582048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25820518.000000 Penalty: 6054.774414
	Iteration 49Q: 3 clusters Score -2.582052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199167 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25820534.000000 Penalty: 6054.774414
	Iteration 50Q: 3 clusters Score -2.582053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -25820556.000000 Penalty: 6054.774414
	Iteration 51Q: 3 clusters Score -2.582056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199221 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25820570.000000 Penalty: 6054.774414
	Iteration 52Q: 3 clusters Score -2.582057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199239 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -25820564.000000 Penalty: 6054.774414
	Iteration 53Q: 3 clusters Score -2.582056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -25820560.000000 Penalty: 6054.774414
	Iteration 54Q: 3 clusters Score -2.582056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199267 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -25820560.000000 Penalty: 6054.774414
	Iteration 55Q: 3 clusters Score -2.582056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199280 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -25820558.000000 Penalty: 6054.774414
	Iteration 56Q: 3 clusters Score -2.582056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199288 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25820558.000000 Penalty: 6054.774414
	Iteration 57Q: 3 clusters Score -2.582056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199296 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25820562.000000 Penalty: 6054.774414
	Iteration 58Q: 3 clusters Score -2.582056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25820562.000000 Penalty: 6054.774414
	Iteration 59Q: 3 clusters Score -2.582056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199311 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25820560.000000 Penalty: 6054.774414
	Iteration 60F: 3 clusters Score -2.582056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199318 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25820568.000000 Penalty: 6054.774414
	Iteration 61Q: 3 clusters Score -2.582057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -25820578.000000 Penalty: 6054.774414
	Iteration 62Q: 3 clusters Score -2.582058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199327 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25820572.000000 Penalty: 6054.774414
	Iteration 63Q: 3 clusters Score -2.582057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199328 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25820580.000000 Penalty: 6054.774414
	Iteration 64Q: 3 clusters Score -2.582058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -25820580.000000 Penalty: 6054.774414
	Iteration 65Q: 3 clusters Score -2.582058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -25820578.000000 Penalty: 6054.774414
	Iteration 66Q: 3 clusters Score -2.582058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199330 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -25820582.000000 Penalty: 6054.774414
	Iteration 67Q: 3 clusters Score -2.582058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199331 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -25820592.000000 Penalty: 6054.774414
	Iteration 68Q: 3 clusters Score -2.582059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199334 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25820588.000000 Penalty: 6054.774414
	Iteration 69Q: 3 clusters Score -2.582059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199340 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -25820602.000000 Penalty: 6054.774414
	Iteration 70Q: 3 clusters Score -2.58206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199342 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -25820610.000000 Penalty: 6054.774414
	Iteration 71Q: 3 clusters Score -2.582061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199343 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -25820622.000000 Penalty: 6054.774414
	Iteration 72Q: 3 clusters Score -2.582062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199344 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25820618.000000 Penalty: 6054.774414
	Iteration 73Q: 3 clusters Score -2.582062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25820610.000000 Penalty: 6054.774414
	Iteration 74Q: 3 clusters Score -2.582061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25820606.000000 Penalty: 6054.774414
	Iteration 75Q: 3 clusters Score -2.582061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -25820606.000000 Penalty: 6054.774414
	Iteration 76F: 3 clusters Score -2.582061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -113867.781250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -113867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111943.140625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -111943.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112322.218750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -112322.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112449.664062 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -112449.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -112537.210938 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -112537.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112625.734375 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -112625.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112774.726562 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -112774.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113229.742188 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -113229.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113843.750000 Penalty: 3436.554688
	Iteration 7F: 3 clusters Score -113843.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -114034.398438 Penalty: 3436.554688
	Iteration 8F: 3 clusters Score -114034.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -114155.492188 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -114155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -114230.875000 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -114230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114291.281250 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -114291.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -114335.648438 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -114335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -114386.601562 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -114386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -114393.554688 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -114393.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114395.664062 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -114395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114395.664062 Penalty: 3436.554688
	Iteration 16F: 3 clusters Score -114395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 784 members 
Entering Unmasked Estep 
Score: -138538672.000000 Penalty: 82755.171875
Splitting cluster 3 changes total score from -138539856.000000 to -138538672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -144166.125000 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -144166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142072.390625 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -142072.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142432.312500 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -142432.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142566.296875 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -142566.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142685.171875 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -142685.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142771.187500 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -142771.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142850.578125 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -142850.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -142902.375000 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -142902.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142951.406250 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -142951.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142989.046875 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -142989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -143017.687500 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -143017.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143040.250000 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -143040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143058.140625 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -143058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143072.937500 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -143072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -143079.140625 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -143079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143082.328125 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -143082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143086.421875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -143086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -143088.140625 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -143088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -143088.140625 Penalty: 3524.469971
	Iteration 17F: 3 clusters Score -143088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Entering Unmasked Estep 
Score: -7056428.500000 Penalty: 2711.804443
	Iteration 0F: 2 clusters Score -7056428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -7018980.000000 Penalty: 5423.608887
	Iteration 0F: 3 clusters Score -7018980 nChanged 26014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7033124.500000 Penalty: 5423.608887
	Iteration 1F: 3 clusters Score -7033124 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -7033641.000000 Penalty: 5423.608887
	Iteration 2Q: 3 clusters Score -7033641 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -7034121.500000 Penalty: 5423.608887
	Iteration 3Q: 3 clusters Score -7034122 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7034631.000000 Penalty: 5423.608887
	Iteration 4Q: 3 clusters Score -7034631 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7035266.000000 Penalty: 5423.608887
	Iteration 5Q: 3 clusters Score -7035266 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -7036358.500000 Penalty: 5423.608887
	Iteration 6Q: 3 clusters Score -7036358 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7038145.000000 Penalty: 5423.608887
	Iteration 7F: 3 clusters Score -7038145 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -7040973.500000 Penalty: 5423.608887
	Iteration 8F: 3 clusters Score -7040974 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7044971.500000 Penalty: 5423.608887
	Iteration 9F: 3 clusters Score -7044972 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7049205.500000 Penalty: 5423.608887
	Iteration 10F: 3 clusters Score -7049206 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7052089.500000 Penalty: 5423.608887
	Iteration 11F: 3 clusters Score -7052090 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7053404.000000 Penalty: 5423.608887
	Iteration 12Q: 3 clusters Score -7053404 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7053852.000000 Penalty: 5423.608887
	Iteration 13Q: 3 clusters Score -7053852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7054028.000000 Penalty: 5423.608887
	Iteration 14Q: 3 clusters Score -7054028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7054084.500000 Penalty: 5423.608887
	Iteration 15Q: 3 clusters Score -7054084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7054151.500000 Penalty: 5423.608887
	Iteration 16Q: 3 clusters Score -7054152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7054179.500000 Penalty: 5423.608887
	Iteration 17Q: 3 clusters Score -7054180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7054219.000000 Penalty: 5423.608887
	Iteration 18Q: 3 clusters Score -7054219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7054232.000000 Penalty: 5423.608887
	Iteration 19Q: 3 clusters Score -7054232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7054243.500000 Penalty: 5423.608887
	Iteration 20F: 3 clusters Score -7054244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7054269.500000 Penalty: 5423.608887
	Iteration 21Q: 3 clusters Score -7054270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7054278.000000 Penalty: 5423.608887
	Iteration 22Q: 3 clusters Score -7054278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7054289.000000 Penalty: 5423.608887
	Iteration 23Q: 3 clusters Score -7054289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7054293.000000 Penalty: 5423.608887
	Iteration 24Q: 3 clusters Score -7054293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7054295.500000 Penalty: 5423.608887
	Iteration 25Q: 3 clusters Score -7054296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7054295.500000 Penalty: 5423.608887
	Iteration 26F: 3 clusters Score -7054296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -92086.601562 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -92086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90415.437500 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90415.44 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90798.929688 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90798.93 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90987.929688 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90987.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91164.304688 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -91164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91327.226562 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -91327.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91619.515625 Penalty: 3324.172363
	Iteration 5F: 3 clusters Score -91619.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91898.273438 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -91898.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91924.882812 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -91924.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91939.554688 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -91939.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91946.625000 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -91946.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91947.851562 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -91947.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91949.187500 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -91949.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91951.070312 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -91951.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91953.546875 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -91953.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91956.929688 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -91956.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91956.929688 Penalty: 3324.172363
	Iteration 15F: 3 clusters Score -91956.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (189500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Entering Unmasked Estep 
Score: -24485560.000000 Penalty: 3013.731934
	Iteration 0F: 2 clusters Score -2.448556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -24360926.000000 Penalty: 6027.463867
	Iteration 0F: 3 clusters Score -2.436093e+07 nChanged 90939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -24414294.000000 Penalty: 6027.463867
	Iteration 1F: 3 clusters Score -2.441429e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -24415678.000000 Penalty: 6027.463867
	Iteration 2Q: 3 clusters Score -2.441568e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 109239 members 
Entering Unmasked Estep 
Score: -24417994.000000 Penalty: 6027.463867
	Iteration 3Q: 3 clusters Score -2.441799e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -24422230.000000 Penalty: 6027.463867
	Iteration 4Q: 3 clusters Score -2.442223e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 128991 members 
Entering Unmasked Estep 
Score: -24430092.000000 Penalty: 6027.463867
	Iteration 5F: 3 clusters Score -2.443009e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 144118 members 
Entering Unmasked Estep 
Score: -24442530.000000 Penalty: 6027.463867
	Iteration 6F: 3 clusters Score -2.444253e+07 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -24457930.000000 Penalty: 6027.463867
	Iteration 7F: 3 clusters Score -2.445793e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 173589 members 
Entering Unmasked Estep 
Score: -24471010.000000 Penalty: 6027.463867
	Iteration 8F: 3 clusters Score -2.447101e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -24478088.000000 Penalty: 6027.463867
	Iteration 9Q: 3 clusters Score -2.447809e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 185900 members 
Entering Unmasked Estep 
Score: -24481136.000000 Penalty: 6027.463867
	Iteration 10Q: 3 clusters Score -2.448114e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 187655 members 
Entering Unmasked Estep 
Score: -24482320.000000 Penalty: 6027.463867
	Iteration 11Q: 3 clusters Score -2.448232e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 188345 members 
Entering Unmasked Estep 
Score: -24482756.000000 Penalty: 6027.463867
	Iteration 12Q: 3 clusters Score -2.448276e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 188640 members 
Entering Unmasked Estep 
Score: -24482990.000000 Penalty: 6027.463867
	Iteration 13Q: 3 clusters Score -2.448299e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 188764 members 
Entering Unmasked Estep 
Score: -24483094.000000 Penalty: 6027.463867
	Iteration 14Q: 3 clusters Score -2.448309e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -24483170.000000 Penalty: 6027.463867
	Iteration 15Q: 3 clusters Score -2.448317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 188859 members 
Entering Unmasked Estep 
Score: -24483240.000000 Penalty: 6027.463867
	Iteration 16Q: 3 clusters Score -2.448324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188870 members 
Entering Unmasked Estep 
Score: -24483284.000000 Penalty: 6027.463867
	Iteration 17Q: 3 clusters Score -2.448328e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -24483328.000000 Penalty: 6027.463867
	Iteration 18Q: 3 clusters Score -2.448333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 188857 members 
Entering Unmasked Estep 
Score: -24483392.000000 Penalty: 6027.463867
	Iteration 19Q: 3 clusters Score -2.448339e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 188852 members 
Entering Unmasked Estep 
Score: -24483428.000000 Penalty: 6027.463867
	Iteration 20F: 3 clusters Score -2.448343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 188852 members 
Entering Unmasked Estep 
Score: -24483452.000000 Penalty: 6027.463867
	Iteration 21Q: 3 clusters Score -2.448345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 188843 members 
Entering Unmasked Estep 
Score: -24483478.000000 Penalty: 6027.463867
	Iteration 22Q: 3 clusters Score -2.448348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 188834 members 
Entering Unmasked Estep 
Score: -24483504.000000 Penalty: 6027.463867
	Iteration 23Q: 3 clusters Score -2.44835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -24483524.000000 Penalty: 6027.463867
	Iteration 24Q: 3 clusters Score -2.448352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 188831 members 
Entering Unmasked Estep 
Score: -24483522.000000 Penalty: 6027.463867
	Iteration 25Q: 3 clusters Score -2.448352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 188826 members 
Entering Unmasked Estep 
Score: -24483540.000000 Penalty: 6027.463867
	Iteration 26Q: 3 clusters Score -2.448354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 188824 members 
Entering Unmasked Estep 
Score: -24483528.000000 Penalty: 6027.463867
	Iteration 27Q: 3 clusters Score -2.448353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 188827 members 
Entering Unmasked Estep 
Score: -24483546.000000 Penalty: 6027.463867
	Iteration 28Q: 3 clusters Score -2.448355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 188830 members 
Entering Unmasked Estep 
Score: -24483550.000000 Penalty: 6027.463867
	Iteration 29Q: 3 clusters Score -2.448355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -24483554.000000 Penalty: 6027.463867
	Iteration 30Q: 3 clusters Score -2.448355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 188831 members 
Entering Unmasked Estep 
Score: -24483556.000000 Penalty: 6027.463867
	Iteration 31Q: 3 clusters Score -2.448356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -24483564.000000 Penalty: 6027.463867
	Iteration 32Q: 3 clusters Score -2.448356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 188837 members 
Entering Unmasked Estep 
Score: -24483560.000000 Penalty: 6027.463867
	Iteration 33Q: 3 clusters Score -2.448356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
Score: -24483600.000000 Penalty: 6027.463867
	Iteration 34Q: 3 clusters Score -2.44836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
Score: -24483602.000000 Penalty: 6027.463867
	Iteration 35Q: 3 clusters Score -2.44836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 188829 members 
Entering Unmasked Estep 
Score: -24483606.000000 Penalty: 6027.463867
	Iteration 36Q: 3 clusters Score -2.448361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 188823 members 
Entering Unmasked Estep 
Score: -24483616.000000 Penalty: 6027.463867
	Iteration 37Q: 3 clusters Score -2.448362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 188823 members 
Entering Unmasked Estep 
Score: -24483622.000000 Penalty: 6027.463867
	Iteration 38Q: 3 clusters Score -2.448362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -24483616.000000 Penalty: 6027.463867
	Iteration 39Q: 3 clusters Score -2.448362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -24483622.000000 Penalty: 6027.463867
	Iteration 40F: 3 clusters Score -2.448362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -24483636.000000 Penalty: 6027.463867
	Iteration 41Q: 3 clusters Score -2.448364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -24483636.000000 Penalty: 6027.463867
	Iteration 42Q: 3 clusters Score -2.448364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 188814 members 
Entering Unmasked Estep 
Score: -24483628.000000 Penalty: 6027.463867
	Iteration 43Q: 3 clusters Score -2.448363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -24483626.000000 Penalty: 6027.463867
	Iteration 44Q: 3 clusters Score -2.448363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 188814 members 
Entering Unmasked Estep 
Score: -24483618.000000 Penalty: 6027.463867
	Iteration 45Q: 3 clusters Score -2.448362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -24483628.000000 Penalty: 6027.463867
	Iteration 46Q: 3 clusters Score -2.448363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -24483628.000000 Penalty: 6027.463867
	Iteration 47F: 3 clusters Score -2.448363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135149 members 
Entering Unmasked Estep 
Score: -17545504.000000 Penalty: 2929.904785
	Iteration 0F: 2 clusters Score -1.75455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -17455064.000000 Penalty: 5859.809570
	Iteration 0F: 3 clusters Score -1.745506e+07 nChanged 64581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -17492608.000000 Penalty: 5859.809570
	Iteration 1F: 3 clusters Score -1.749261e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -17493314.000000 Penalty: 5859.809570
	Iteration 2Q: 3 clusters Score -1.749331e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -17494184.000000 Penalty: 5859.809570
	Iteration 3Q: 3 clusters Score -1.749418e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -17495006.000000 Penalty: 5859.809570
	Iteration 4Q: 3 clusters Score -1.749501e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -17496022.000000 Penalty: 5859.809570
	Iteration 5Q: 3 clusters Score -1.749602e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -17497204.000000 Penalty: 5859.809570
	Iteration 6Q: 3 clusters Score -1.74972e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -17498796.000000 Penalty: 5859.809570
	Iteration 7Q: 3 clusters Score -1.74988e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -17500962.000000 Penalty: 5859.809570
	Iteration 8Q: 3 clusters Score -1.750096e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -17504086.000000 Penalty: 5859.809570
	Iteration 9Q: 3 clusters Score -1.750409e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -17508890.000000 Penalty: 5859.809570
	Iteration 10F: 3 clusters Score -1.750889e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -17515250.000000 Penalty: 5859.809570
	Iteration 11F: 3 clusters Score -1.751525e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -17521130.000000 Penalty: 5859.809570
	Iteration 12F: 3 clusters Score -1.752113e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -17524104.000000 Penalty: 5859.809570
	Iteration 13Q: 3 clusters Score -1.75241e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -17525204.000000 Penalty: 5859.809570
	Iteration 14Q: 3 clusters Score -1.75252e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -17526072.000000 Penalty: 5859.809570
	Iteration 15Q: 3 clusters Score -1.752607e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -17526930.000000 Penalty: 5859.809570
	Iteration 16Q: 3 clusters Score -1.752693e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -17527688.000000 Penalty: 5859.809570
	Iteration 17Q: 3 clusters Score -1.752769e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -17528394.000000 Penalty: 5859.809570
	Iteration 18Q: 3 clusters Score -1.752839e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -17529116.000000 Penalty: 5859.809570
	Iteration 19Q: 3 clusters Score -1.752912e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -17529698.000000 Penalty: 5859.809570
	Iteration 20F: 3 clusters Score -1.75297e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -17530018.000000 Penalty: 5859.809570
	Iteration 21Q: 3 clusters Score -1.753002e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -17530436.000000 Penalty: 5859.809570
	Iteration 22Q: 3 clusters Score -1.753044e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -17530652.000000 Penalty: 5859.809570
	Iteration 23Q: 3 clusters Score -1.753065e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -17530958.000000 Penalty: 5859.809570
	Iteration 24Q: 3 clusters Score -1.753096e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -17531230.000000 Penalty: 5859.809570
	Iteration 25Q: 3 clusters Score -1.753123e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -17531384.000000 Penalty: 5859.809570
	Iteration 26Q: 3 clusters Score -1.753138e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -17531692.000000 Penalty: 5859.809570
	Iteration 27Q: 3 clusters Score -1.753169e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -17531894.000000 Penalty: 5859.809570
	Iteration 28Q: 3 clusters Score -1.753189e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -17532084.000000 Penalty: 5859.809570
	Iteration 29Q: 3 clusters Score -1.753208e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -17532194.000000 Penalty: 5859.809570
	Iteration 30Q: 3 clusters Score -1.753219e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -17532450.000000 Penalty: 5859.809570
	Iteration 31Q: 3 clusters Score -1.753245e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -17532678.000000 Penalty: 5859.809570
	Iteration 32Q: 3 clusters Score -1.753268e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -17532968.000000 Penalty: 5859.809570
	Iteration 33Q: 3 clusters Score -1.753297e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -17533204.000000 Penalty: 5859.809570
	Iteration 34Q: 3 clusters Score -1.75332e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -17533458.000000 Penalty: 5859.809570
	Iteration 35Q: 3 clusters Score -1.753346e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -17533826.000000 Penalty: 5859.809570
	Iteration 36Q: 3 clusters Score -1.753383e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -17534244.000000 Penalty: 5859.809570
	Iteration 37Q: 3 clusters Score -1.753424e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -17534588.000000 Penalty: 5859.809570
	Iteration 38Q: 3 clusters Score -1.753459e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -17534994.000000 Penalty: 5859.809570
	Iteration 39Q: 3 clusters Score -1.753499e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -17535482.000000 Penalty: 5859.809570
	Iteration 40F: 3 clusters Score -1.753548e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -17535962.000000 Penalty: 5859.809570
	Iteration 41Q: 3 clusters Score -1.753596e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -17536418.000000 Penalty: 5859.809570
	Iteration 42Q: 3 clusters Score -1.753642e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -17536834.000000 Penalty: 5859.809570
	Iteration 43Q: 3 clusters Score -1.753683e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -17537240.000000 Penalty: 5859.809570
	Iteration 44Q: 3 clusters Score -1.753724e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -17537786.000000 Penalty: 5859.809570
	Iteration 45Q: 3 clusters Score -1.753779e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -17538346.000000 Penalty: 5859.809570
	Iteration 46Q: 3 clusters Score -1.753835e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -17538966.000000 Penalty: 5859.809570
	Iteration 47Q: 3 clusters Score -1.753897e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -17539434.000000 Penalty: 5859.809570
	Iteration 48Q: 3 clusters Score -1.753943e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -17539868.000000 Penalty: 5859.809570
	Iteration 49Q: 3 clusters Score -1.753987e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -17540338.000000 Penalty: 5859.809570
	Iteration 50Q: 3 clusters Score -1.754034e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -17540748.000000 Penalty: 5859.809570
	Iteration 51Q: 3 clusters Score -1.754075e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -17541192.000000 Penalty: 5859.809570
	Iteration 52Q: 3 clusters Score -1.754119e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -17541534.000000 Penalty: 5859.809570
	Iteration 53Q: 3 clusters Score -1.754153e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -17541892.000000 Penalty: 5859.809570
	Iteration 54Q: 3 clusters Score -1.754189e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -17542154.000000 Penalty: 5859.809570
	Iteration 55Q: 3 clusters Score -1.754215e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -17542398.000000 Penalty: 5859.809570
	Iteration 56Q: 3 clusters Score -1.75424e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -17542676.000000 Penalty: 5859.809570
	Iteration 57Q: 3 clusters Score -1.754268e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 129418 members 
Entering Unmasked Estep 
Score: -17542842.000000 Penalty: 5859.809570
	Iteration 58Q: 3 clusters Score -1.754284e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -17542990.000000 Penalty: 5859.809570
	Iteration 59Q: 3 clusters Score -1.754299e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -17543076.000000 Penalty: 5859.809570
	Iteration 60F: 3 clusters Score -1.754308e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -17543212.000000 Penalty: 5859.809570
	Iteration 61Q: 3 clusters Score -1.754321e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -17543342.000000 Penalty: 5859.809570
	Iteration 62Q: 3 clusters Score -1.754334e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 131100 members 
Entering Unmasked Estep 
Score: -17543416.000000 Penalty: 5859.809570
	Iteration 63Q: 3 clusters Score -1.754342e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 131326 members 
Entering Unmasked Estep 
Score: -17543502.000000 Penalty: 5859.809570
	Iteration 64Q: 3 clusters Score -1.75435e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 131518 members 
Entering Unmasked Estep 
Score: -17543550.000000 Penalty: 5859.809570
	Iteration 65Q: 3 clusters Score -1.754355e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -17543578.000000 Penalty: 5859.809570
	Iteration 66Q: 3 clusters Score -1.754358e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -17543608.000000 Penalty: 5859.809570
	Iteration 67Q: 3 clusters Score -1.754361e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -17543630.000000 Penalty: 5859.809570
	Iteration 68Q: 3 clusters Score -1.754363e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -17543678.000000 Penalty: 5859.809570
	Iteration 69Q: 3 clusters Score -1.754368e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -17543718.000000 Penalty: 5859.809570
	Iteration 70Q: 3 clusters Score -1.754372e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 132300 members 
Entering Unmasked Estep 
Score: -17543722.000000 Penalty: 5859.809570
	Iteration 71Q: 3 clusters Score -1.754372e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 132383 members 
Entering Unmasked Estep 
Score: -17543752.000000 Penalty: 5859.809570
	Iteration 72Q: 3 clusters Score -1.754375e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -17543776.000000 Penalty: 5859.809570
	Iteration 73Q: 3 clusters Score -1.754378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -17543794.000000 Penalty: 5859.809570
	Iteration 74Q: 3 clusters Score -1.754379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 132576 members 
Entering Unmasked Estep 
Score: -17543816.000000 Penalty: 5859.809570
	Iteration 75Q: 3 clusters Score -1.754382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -17543872.000000 Penalty: 5859.809570
	Iteration 76Q: 3 clusters Score -1.754387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -17543882.000000 Penalty: 5859.809570
	Iteration 77Q: 3 clusters Score -1.754388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 132725 members 
Entering Unmasked Estep 
Score: -17543896.000000 Penalty: 5859.809570
	Iteration 78Q: 3 clusters Score -1.75439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -17543870.000000 Penalty: 5859.809570
	Iteration 79Q: 3 clusters Score -1.754387e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -17543872.000000 Penalty: 5859.809570
	Iteration 80F: 3 clusters Score -1.754387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -17543884.000000 Penalty: 5859.809570
	Iteration 81Q: 3 clusters Score -1.754388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 132900 members 
Entering Unmasked Estep 
Score: -17543898.000000 Penalty: 5859.809570
	Iteration 82Q: 3 clusters Score -1.75439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 132932 members 
Entering Unmasked Estep 
Score: -17543882.000000 Penalty: 5859.809570
	Iteration 83Q: 3 clusters Score -1.754388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -17543878.000000 Penalty: 5859.809570
	Iteration 84Q: 3 clusters Score -1.754388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -17543880.000000 Penalty: 5859.809570
	Iteration 85Q: 3 clusters Score -1.754388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -17543878.000000 Penalty: 5859.809570
	Iteration 86Q: 3 clusters Score -1.754388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -17543870.000000 Penalty: 5859.809570
	Iteration 87Q: 3 clusters Score -1.754387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -17543896.000000 Penalty: 5859.809570
	Iteration 88Q: 3 clusters Score -1.75439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 133125 members 
Entering Unmasked Estep 
Score: -17543902.000000 Penalty: 5859.809570
	Iteration 89Q: 3 clusters Score -1.75439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 133146 members 
Entering Unmasked Estep 
Score: -17543894.000000 Penalty: 5859.809570
	Iteration 90Q: 3 clusters Score -1.754389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 133164 members 
Entering Unmasked Estep 
Score: -17543906.000000 Penalty: 5859.809570
	Iteration 91Q: 3 clusters Score -1.754391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -17543900.000000 Penalty: 5859.809570
	Iteration 92Q: 3 clusters Score -1.75439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -17543904.000000 Penalty: 5859.809570
	Iteration 93Q: 3 clusters Score -1.75439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -17543914.000000 Penalty: 5859.809570
	Iteration 94Q: 3 clusters Score -1.754391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -17543918.000000 Penalty: 5859.809570
	Iteration 95Q: 3 clusters Score -1.754392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -17543920.000000 Penalty: 5859.809570
	Iteration 96Q: 3 clusters Score -1.754392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -17543920.000000 Penalty: 5859.809570
	Iteration 97Q: 3 clusters Score -1.754392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -17543930.000000 Penalty: 5859.809570
	Iteration 98Q: 3 clusters Score -1.754393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -17543932.000000 Penalty: 5859.809570
	Iteration 99Q: 3 clusters Score -1.754393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -17543928.000000 Penalty: 5859.809570
	Iteration 100F: 3 clusters Score -1.754393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -17543920.000000 Penalty: 5859.809570
	Iteration 101Q: 3 clusters Score -1.754392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -17543928.000000 Penalty: 5859.809570
	Iteration 102Q: 3 clusters Score -1.754393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 133286 members 
Entering Unmasked Estep 
Score: -17543932.000000 Penalty: 5859.809570
	Iteration 103Q: 3 clusters Score -1.754393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -17543922.000000 Penalty: 5859.809570
	Iteration 104Q: 3 clusters Score -1.754392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -17543926.000000 Penalty: 5859.809570
	Iteration 105Q: 3 clusters Score -1.754393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -17543940.000000 Penalty: 5859.809570
	Iteration 106Q: 3 clusters Score -1.754394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -17543942.000000 Penalty: 5859.809570
	Iteration 107Q: 3 clusters Score -1.754394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -17543942.000000 Penalty: 5859.809570
	Iteration 108F: 3 clusters Score -1.754394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -176943.453125 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -176943.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174744.875000 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -174744.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175259.781250 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -175259.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175481.390625 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -175481.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175660.562500 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -175660.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175888.093750 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -175888.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176052.203125 Penalty: 3614.629883
	Iteration 5F: 3 clusters Score -176052.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -176179.687500 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -176179.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176269.828125 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -176269.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176342.015625 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -176342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176418.937500 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -176418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -176482.515625 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -176482.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -176541.484375 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -176541.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -176581.000000 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -176581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -176604.375000 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -176604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176619.781250 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -176619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -176627.031250 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -176627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176630.203125 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -176630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176630.203125 Penalty: 3614.629883
	Iteration 17F: 3 clusters Score -176630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Entering Unmasked Estep 
Score: -3595977.500000 Penalty: 2534.165039
	Iteration 0F: 2 clusters Score -3595978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3577178.750000 Penalty: 5068.330078
	Iteration 0F: 3 clusters Score -3577179 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3583559.500000 Penalty: 5068.330078
	Iteration 1F: 3 clusters Score -3583560 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3583985.500000 Penalty: 5068.330078
	Iteration 2Q: 3 clusters Score -3583986 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3584394.000000 Penalty: 5068.330078
	Iteration 3Q: 3 clusters Score -3584394 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3584803.750000 Penalty: 5068.330078
	Iteration 4Q: 3 clusters Score -3584804 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3585265.250000 Penalty: 5068.330078
	Iteration 5Q: 3 clusters Score -3585265 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3585922.750000 Penalty: 5068.330078
	Iteration 6Q: 3 clusters Score -3585923 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3586786.500000 Penalty: 5068.330078
	Iteration 7F: 3 clusters Score -3586786 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3588023.000000 Penalty: 5068.330078
	Iteration 8F: 3 clusters Score -3588023 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3589531.250000 Penalty: 5068.330078
	Iteration 9F: 3 clusters Score -3589531 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3590985.000000 Penalty: 5068.330078
	Iteration 10F: 3 clusters Score -3590985 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3591965.500000 Penalty: 5068.330078
	Iteration 11Q: 3 clusters Score -3591966 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3592420.500000 Penalty: 5068.330078
	Iteration 12Q: 3 clusters Score -3592420 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3592649.750000 Penalty: 5068.330078
	Iteration 13Q: 3 clusters Score -3592650 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3592772.750000 Penalty: 5068.330078
	Iteration 14Q: 3 clusters Score -3592773 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3592893.750000 Penalty: 5068.330078
	Iteration 15Q: 3 clusters Score -3592894 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3592988.750000 Penalty: 5068.330078
	Iteration 16Q: 3 clusters Score -3592989 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3593072.250000 Penalty: 5068.330078
	Iteration 17Q: 3 clusters Score -3593072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3593152.250000 Penalty: 5068.330078
	Iteration 18Q: 3 clusters Score -3593152 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3593212.500000 Penalty: 5068.330078
	Iteration 19Q: 3 clusters Score -3593212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3593268.500000 Penalty: 5068.330078
	Iteration 20F: 3 clusters Score -3593268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3593336.500000 Penalty: 5068.330078
	Iteration 21Q: 3 clusters Score -3593336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3593363.750000 Penalty: 5068.330078
	Iteration 22Q: 3 clusters Score -3593364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3593403.500000 Penalty: 5068.330078
	Iteration 23Q: 3 clusters Score -3593404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3593428.750000 Penalty: 5068.330078
	Iteration 24Q: 3 clusters Score -3593429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3593466.000000 Penalty: 5068.330078
	Iteration 25Q: 3 clusters Score -3593466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3593492.500000 Penalty: 5068.330078
	Iteration 26Q: 3 clusters Score -3593492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3593519.750000 Penalty: 5068.330078
	Iteration 27Q: 3 clusters Score -3593520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3593540.000000 Penalty: 5068.330078
	Iteration 28Q: 3 clusters Score -3593540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3593562.750000 Penalty: 5068.330078
	Iteration 29Q: 3 clusters Score -3593563 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3593579.500000 Penalty: 5068.330078
	Iteration 30Q: 3 clusters Score -3593580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3593602.500000 Penalty: 5068.330078
	Iteration 31Q: 3 clusters Score -3593602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3593621.000000 Penalty: 5068.330078
	Iteration 32Q: 3 clusters Score -3593621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3593644.750000 Penalty: 5068.330078
	Iteration 33Q: 3 clusters Score -3593645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3593660.250000 Penalty: 5068.330078
	Iteration 34Q: 3 clusters Score -3593660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3593657.000000 Penalty: 5068.330078
	Iteration 35Q: 3 clusters Score -3593657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3593674.250000 Penalty: 5068.330078
	Iteration 36Q: 3 clusters Score -3593674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3593681.750000 Penalty: 5068.330078
	Iteration 37Q: 3 clusters Score -3593682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3593700.000000 Penalty: 5068.330078
	Iteration 38Q: 3 clusters Score -3593700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3593712.750000 Penalty: 5068.330078
	Iteration 39Q: 3 clusters Score -3593713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3593714.750000 Penalty: 5068.330078
	Iteration 40F: 3 clusters Score -3593715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3593720.000000 Penalty: 5068.330078
	Iteration 41Q: 3 clusters Score -3593720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3593724.750000 Penalty: 5068.330078
	Iteration 42Q: 3 clusters Score -3593725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3593733.500000 Penalty: 5068.330078
	Iteration 43Q: 3 clusters Score -3593734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3593741.750000 Penalty: 5068.330078
	Iteration 44Q: 3 clusters Score -3593742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3593737.000000 Penalty: 5068.330078
	Iteration 45Q: 3 clusters Score -3593737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3593742.000000 Penalty: 5068.330078
	Iteration 46Q: 3 clusters Score -3593742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3593747.250000 Penalty: 5068.330078
	Iteration 47Q: 3 clusters Score -3593747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3593739.250000 Penalty: 5068.330078
	Iteration 48Q: 3 clusters Score -3593739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3593744.750000 Penalty: 5068.330078
	Iteration 49Q: 3 clusters Score -3593745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3593747.500000 Penalty: 5068.330078
	Iteration 50Q: 3 clusters Score -3593748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3593750.250000 Penalty: 5068.330078
	Iteration 51Q: 3 clusters Score -3593750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3593751.000000 Penalty: 5068.330078
	Iteration 52Q: 3 clusters Score -3593751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3593754.000000 Penalty: 5068.330078
	Iteration 53Q: 3 clusters Score -3593754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3593753.250000 Penalty: 5068.330078
	Iteration 54Q: 3 clusters Score -3593753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3593758.750000 Penalty: 5068.330078
	Iteration 55Q: 3 clusters Score -3593759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3593758.000000 Penalty: 5068.330078
	Iteration 56Q: 3 clusters Score -3593758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3593764.750000 Penalty: 5068.330078
	Iteration 57Q: 3 clusters Score -3593765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3593765.250000 Penalty: 5068.330078
	Iteration 58Q: 3 clusters Score -3593765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3593765.000000 Penalty: 5068.330078
	Iteration 59Q: 3 clusters Score -3593765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3593766.250000 Penalty: 5068.330078
	Iteration 60F: 3 clusters Score -3593766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3593764.000000 Penalty: 5068.330078
	Iteration 61Q: 3 clusters Score -3593764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3593767.500000 Penalty: 5068.330078
	Iteration 62Q: 3 clusters Score -3593768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3593763.250000 Penalty: 5068.330078
	Iteration 63Q: 3 clusters Score -3593763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3593767.000000 Penalty: 5068.330078
	Iteration 64Q: 3 clusters Score -3593767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3593761.750000 Penalty: 5068.330078
	Iteration 65Q: 3 clusters Score -3593762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3593766.250000 Penalty: 5068.330078
	Iteration 66Q: 3 clusters Score -3593766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3593772.750000 Penalty: 5068.330078
	Iteration 67Q: 3 clusters Score -3593773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3593773.250000 Penalty: 5068.330078
	Iteration 68Q: 3 clusters Score -3593773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3593789.500000 Penalty: 5068.330078
	Iteration 69Q: 3 clusters Score -3593790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3593782.000000 Penalty: 5068.330078
	Iteration 70Q: 3 clusters Score -3593782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3593784.000000 Penalty: 5068.330078
	Iteration 71Q: 3 clusters Score -3593784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3593786.750000 Penalty: 5068.330078
	Iteration 72Q: 3 clusters Score -3593787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3593787.500000 Penalty: 5068.330078
	Iteration 73Q: 3 clusters Score -3593788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3593789.250000 Penalty: 5068.330078
	Iteration 74Q: 3 clusters Score -3593789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3593790.000000 Penalty: 5068.330078
	Iteration 75Q: 3 clusters Score -3593790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3593794.500000 Penalty: 5068.330078
	Iteration 76Q: 3 clusters Score -3593794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3593791.750000 Penalty: 5068.330078
	Iteration 77Q: 3 clusters Score -3593792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3593791.750000 Penalty: 5068.330078
	Iteration 78F: 3 clusters Score -3593792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Entering Unmasked Estep 
Score: -1528300.875000 Penalty: 2328.282227
	Iteration 0F: 2 clusters Score -1528301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1519422.250000 Penalty: 4656.564453
	Iteration 0F: 3 clusters Score -1519422 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1522060.375000 Penalty: 4656.564453
	Iteration 1F: 3 clusters Score -1522060 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1522328.500000 Penalty: 4656.564453
	Iteration 2F: 3 clusters Score -1522328 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1522547.250000 Penalty: 4656.564453
	Iteration 3Q: 3 clusters Score -1522547 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1522712.375000 Penalty: 4656.564453
	Iteration 4Q: 3 clusters Score -1522712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1522862.875000 Penalty: 4656.564453
	Iteration 5Q: 3 clusters Score -1522863 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1522987.875000 Penalty: 4656.564453
	Iteration 6Q: 3 clusters Score -1522988 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1523108.125000 Penalty: 4656.564453
	Iteration 7Q: 3 clusters Score -1523108 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1523227.000000 Penalty: 4656.564453
	Iteration 8Q: 3 clusters Score -1523227 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1523344.375000 Penalty: 4656.564453
	Iteration 9Q: 3 clusters Score -1523344 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1523480.875000 Penalty: 4656.564453
	Iteration 10Q: 3 clusters Score -1523481 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1523665.000000 Penalty: 4656.564453
	Iteration 11Q: 3 clusters Score -1523665 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1523899.000000 Penalty: 4656.564453
	Iteration 12Q: 3 clusters Score -1523899 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1524171.000000 Penalty: 4656.564453
	Iteration 13Q: 3 clusters Score -1524171 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1524434.250000 Penalty: 4656.564453
	Iteration 14Q: 3 clusters Score -1524434 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1524733.000000 Penalty: 4656.564453
	Iteration 15Q: 3 clusters Score -1524733 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1525041.250000 Penalty: 4656.564453
	Iteration 16Q: 3 clusters Score -1525041 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1525388.500000 Penalty: 4656.564453
	Iteration 17Q: 3 clusters Score -1525388 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1525851.500000 Penalty: 4656.564453
	Iteration 18Q: 3 clusters Score -1525852 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1526324.000000 Penalty: 4656.564453
	Iteration 19Q: 3 clusters Score -1526324 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1526757.000000 Penalty: 4656.564453
	Iteration 20F: 3 clusters Score -1526757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1527100.125000 Penalty: 4656.564453
	Iteration 21Q: 3 clusters Score -1527100 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1527296.250000 Penalty: 4656.564453
	Iteration 22Q: 3 clusters Score -1527296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1527419.250000 Penalty: 4656.564453
	Iteration 23Q: 3 clusters Score -1527419 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1527487.000000 Penalty: 4656.564453
	Iteration 24Q: 3 clusters Score -1527487 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1527525.750000 Penalty: 4656.564453
	Iteration 25Q: 3 clusters Score -1527526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1527546.125000 Penalty: 4656.564453
	Iteration 26Q: 3 clusters Score -1527546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1527556.750000 Penalty: 4656.564453
	Iteration 27Q: 3 clusters Score -1527557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1527566.750000 Penalty: 4656.564453
	Iteration 28Q: 3 clusters Score -1527567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1527574.125000 Penalty: 4656.564453
	Iteration 29Q: 3 clusters Score -1527574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1527574.500000 Penalty: 4656.564453
	Iteration 30Q: 3 clusters Score -1527574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1527578.125000 Penalty: 4656.564453
	Iteration 31Q: 3 clusters Score -1527578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1527580.250000 Penalty: 4656.564453
	Iteration 32Q: 3 clusters Score -1527580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1527583.750000 Penalty: 4656.564453
	Iteration 33Q: 3 clusters Score -1527584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1527585.750000 Penalty: 4656.564453
	Iteration 34Q: 3 clusters Score -1527586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1527585.750000 Penalty: 4656.564453
	Iteration 35F: 3 clusters Score -1527586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Entering Unmasked Estep 
Score: -8261014.000000 Penalty: 2743.839355
	Iteration 0F: 2 clusters Score -8261014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8218182.000000 Penalty: 5487.678711
	Iteration 0F: 3 clusters Score -8218182 nChanged 29748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -8235086.000000 Penalty: 5487.678711
	Iteration 1F: 3 clusters Score -8235086 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -8235726.000000 Penalty: 5487.678711
	Iteration 2Q: 3 clusters Score -8235726 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -8236409.500000 Penalty: 5487.678711
	Iteration 3Q: 3 clusters Score -8236410 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -8237336.500000 Penalty: 5487.678711
	Iteration 4Q: 3 clusters Score -8237336 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -8238756.000000 Penalty: 5487.678711
	Iteration 5Q: 3 clusters Score -8238756 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8240886.000000 Penalty: 5487.678711
	Iteration 6F: 3 clusters Score -8240886 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -8244065.500000 Penalty: 5487.678711
	Iteration 7F: 3 clusters Score -8244066 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8248237.500000 Penalty: 5487.678711
	Iteration 8F: 3 clusters Score -8248238 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -8252489.000000 Penalty: 5487.678711
	Iteration 9F: 3 clusters Score -8252489 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8255674.000000 Penalty: 5487.678711
	Iteration 10F: 3 clusters Score -8255674 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8257380.000000 Penalty: 5487.678711
	Iteration 11Q: 3 clusters Score -8257380 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8258047.000000 Penalty: 5487.678711
	Iteration 12Q: 3 clusters Score -8258047 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8258349.500000 Penalty: 5487.678711
	Iteration 13Q: 3 clusters Score -8258350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8258464.000000 Penalty: 5487.678711
	Iteration 14Q: 3 clusters Score -8258464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8258520.000000 Penalty: 5487.678711
	Iteration 15Q: 3 clusters Score -8258520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8258564.500000 Penalty: 5487.678711
	Iteration 16Q: 3 clusters Score -8258564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8258597.500000 Penalty: 5487.678711
	Iteration 17Q: 3 clusters Score -8258598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8258613.000000 Penalty: 5487.678711
	Iteration 18Q: 3 clusters Score -8258613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8258620.500000 Penalty: 5487.678711
	Iteration 19Q: 3 clusters Score -8258620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8258620.500000 Penalty: 5487.678711
	Iteration 20F: 3 clusters Score -8258620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8258619.500000 Penalty: 5487.678711
	Iteration 21Q: 3 clusters Score -8258620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8258629.000000 Penalty: 5487.678711
	Iteration 22Q: 3 clusters Score -8258629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8258631.000000 Penalty: 5487.678711
	Iteration 23Q: 3 clusters Score -8258631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8258633.000000 Penalty: 5487.678711
	Iteration 24Q: 3 clusters Score -8258633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8258637.000000 Penalty: 5487.678711
	Iteration 25Q: 3 clusters Score -8258637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8258637.000000 Penalty: 5487.678711
	Iteration 26F: 3 clusters Score -8258637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -222711.281250 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -222711.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -220271.265625 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -220271.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220679.406250 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -220679.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220743.187500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -220743.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220783.687500 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -220783.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220812.906250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -220812.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220829.687500 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -220829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220842.812500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -220842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220851.906250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -220851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -220858.984375 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -220859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220862.781250 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -220862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220864.062500 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -220864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220864.062500 Penalty: 3692.637207
	Iteration 11F: 3 clusters Score -220864.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -349252.156250 Penalty: 1973.466797
	Iteration 0F: 2 clusters Score -349252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346112.031250 Penalty: 3946.933594
	Iteration 0F: 3 clusters Score -346112 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346752.250000 Penalty: 3946.933594
	Iteration 1F: 3 clusters Score -346752.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346930.500000 Penalty: 3946.933594
	Iteration 2F: 3 clusters Score -346930.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -347014.093750 Penalty: 3946.933594
	Iteration 3Q: 3 clusters Score -347014.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347064.062500 Penalty: 3946.933594
	Iteration 4Q: 3 clusters Score -347064.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -347092.062500 Penalty: 3946.933594
	Iteration 5Q: 3 clusters Score -347092.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -347121.187500 Penalty: 3946.933594
	Iteration 6Q: 3 clusters Score -347121.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -347142.468750 Penalty: 3946.933594
	Iteration 7Q: 3 clusters Score -347142.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -347156.906250 Penalty: 3946.933594
	Iteration 8Q: 3 clusters Score -347156.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -347178.843750 Penalty: 3946.933594
	Iteration 9Q: 3 clusters Score -347178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -347192.187500 Penalty: 3946.933594
	Iteration 10Q: 3 clusters Score -347192.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -347205.125000 Penalty: 3946.933594
	Iteration 11Q: 3 clusters Score -347205.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -347214.562500 Penalty: 3946.933594
	Iteration 12Q: 3 clusters Score -347214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -347222.906250 Penalty: 3946.933594
	Iteration 13Q: 3 clusters Score -347222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -347232.562500 Penalty: 3946.933594
	Iteration 14Q: 3 clusters Score -347232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -347239.375000 Penalty: 3946.933594
	Iteration 15Q: 3 clusters Score -347239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -347247.187500 Penalty: 3946.933594
	Iteration 16Q: 3 clusters Score -347247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -347252.656250 Penalty: 3946.933594
	Iteration 17Q: 3 clusters Score -347252.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -347258.437500 Penalty: 3946.933594
	Iteration 18Q: 3 clusters Score -347258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -347264.062500 Penalty: 3946.933594
	Iteration 19Q: 3 clusters Score -347264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -347269.812500 Penalty: 3946.933594
	Iteration 20F: 3 clusters Score -347269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -347273.343750 Penalty: 3946.933594
	Iteration 21Q: 3 clusters Score -347273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -347278.031250 Penalty: 3946.933594
	Iteration 22Q: 3 clusters Score -347278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -347283.750000 Penalty: 3946.933594
	Iteration 23Q: 3 clusters Score -347283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -347291.000000 Penalty: 3946.933594
	Iteration 24Q: 3 clusters Score -347291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -347301.250000 Penalty: 3946.933594
	Iteration 25Q: 3 clusters Score -347301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -347307.500000 Penalty: 3946.933594
	Iteration 26Q: 3 clusters Score -347307.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -347314.281250 Penalty: 3946.933594
	Iteration 27Q: 3 clusters Score -347314.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -347321.156250 Penalty: 3946.933594
	Iteration 28Q: 3 clusters Score -347321.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -347333.343750 Penalty: 3946.933594
	Iteration 29Q: 3 clusters Score -347333.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -347345.437500 Penalty: 3946.933594
	Iteration 30Q: 3 clusters Score -347345.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -347359.250000 Penalty: 3946.933594
	Iteration 31Q: 3 clusters Score -347359.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -347373.312500 Penalty: 3946.933594
	Iteration 32Q: 3 clusters Score -347373.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -347391.906250 Penalty: 3946.933594
	Iteration 33Q: 3 clusters Score -347391.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -347409.906250 Penalty: 3946.933594
	Iteration 34Q: 3 clusters Score -347409.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -347434.093750 Penalty: 3946.933594
	Iteration 35Q: 3 clusters Score -347434.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -347464.468750 Penalty: 3946.933594
	Iteration 36Q: 3 clusters Score -347464.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -347495.187500 Penalty: 3946.933594
	Iteration 37Q: 3 clusters Score -347495.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -347522.687500 Penalty: 3946.933594
	Iteration 38Q: 3 clusters Score -347522.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347541.937500 Penalty: 3946.933594
	Iteration 39Q: 3 clusters Score -347541.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -347556.875000 Penalty: 3946.933594
	Iteration 40F: 3 clusters Score -347556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -347565.187500 Penalty: 3946.933594
	Iteration 41Q: 3 clusters Score -347565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -347573.656250 Penalty: 3946.933594
	Iteration 42Q: 3 clusters Score -347573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -347574.906250 Penalty: 3946.933594
	Iteration 43Q: 3 clusters Score -347574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -347576.687500 Penalty: 3946.933594
	Iteration 44Q: 3 clusters Score -347576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -347576.843750 Penalty: 3946.933594
	Iteration 45Q: 3 clusters Score -347576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -347577.531250 Penalty: 3946.933594
	Iteration 46Q: 3 clusters Score -347577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -347578.000000 Penalty: 3946.933594
	Iteration 47Q: 3 clusters Score -347578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -347579.062500 Penalty: 3946.933594
	Iteration 48Q: 3 clusters Score -347579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -347579.125000 Penalty: 3946.933594
	Iteration 49Q: 3 clusters Score -347579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -347580.625000 Penalty: 3946.933594
	Iteration 50Q: 3 clusters Score -347580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -347580.968750 Penalty: 3946.933594
	Iteration 51Q: 3 clusters Score -347581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -347584.218750 Penalty: 3946.933594
	Iteration 52Q: 3 clusters Score -347584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -347583.968750 Penalty: 3946.933594
	Iteration 53Q: 3 clusters Score -347584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -347585.718750 Penalty: 3946.933594
	Iteration 54Q: 3 clusters Score -347585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -347587.500000 Penalty: 3946.933594
	Iteration 55Q: 3 clusters Score -347587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -347589.062500 Penalty: 3946.933594
	Iteration 56Q: 3 clusters Score -347589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -347592.343750 Penalty: 3946.933594
	Iteration 57Q: 3 clusters Score -347592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -347592.031250 Penalty: 3946.933594
	Iteration 58Q: 3 clusters Score -347592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -347593.250000 Penalty: 3946.933594
	Iteration 59Q: 3 clusters Score -347593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -347593.250000 Penalty: 3946.933594
	Iteration 60F: 3 clusters Score -347593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Entering Unmasked Estep 
Score: -4264652.000000 Penalty: 2576.539551
	Iteration 0F: 2 clusters Score -4264652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4242663.000000 Penalty: 5153.079102
	Iteration 0F: 3 clusters Score -4242663 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4250404.500000 Penalty: 5153.079102
	Iteration 1F: 3 clusters Score -4250404 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4250883.500000 Penalty: 5153.079102
	Iteration 2Q: 3 clusters Score -4250884 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4251322.500000 Penalty: 5153.079102
	Iteration 3Q: 3 clusters Score -4251322 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4251742.000000 Penalty: 5153.079102
	Iteration 4Q: 3 clusters Score -4251742 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4252205.500000 Penalty: 5153.079102
	Iteration 5Q: 3 clusters Score -4252206 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4252808.000000 Penalty: 5153.079102
	Iteration 6Q: 3 clusters Score -4252808 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4253596.500000 Penalty: 5153.079102
	Iteration 7Q: 3 clusters Score -4253596 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4254646.000000 Penalty: 5153.079102
	Iteration 8F: 3 clusters Score -4254646 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4255955.000000 Penalty: 5153.079102
	Iteration 9F: 3 clusters Score -4255955 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4257433.000000 Penalty: 5153.079102
	Iteration 10F: 3 clusters Score -4257433 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4258896.000000 Penalty: 5153.079102
	Iteration 11F: 3 clusters Score -4258896 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4260063.500000 Penalty: 5153.079102
	Iteration 12Q: 3 clusters Score -4260064 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4260929.000000 Penalty: 5153.079102
	Iteration 13Q: 3 clusters Score -4260929 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4261498.000000 Penalty: 5153.079102
	Iteration 14Q: 3 clusters Score -4261498 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4261829.000000 Penalty: 5153.079102
	Iteration 15Q: 3 clusters Score -4261829 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4262028.000000 Penalty: 5153.079102
	Iteration 16Q: 3 clusters Score -4262028 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4262186.000000 Penalty: 5153.079102
	Iteration 17Q: 3 clusters Score -4262186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4262285.000000 Penalty: 5153.079102
	Iteration 18Q: 3 clusters Score -4262285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4262339.500000 Penalty: 5153.079102
	Iteration 19Q: 3 clusters Score -4262340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4262371.000000 Penalty: 5153.079102
	Iteration 20F: 3 clusters Score -4262371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4262394.500000 Penalty: 5153.079102
	Iteration 21Q: 3 clusters Score -4262394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4262416.000000 Penalty: 5153.079102
	Iteration 22Q: 3 clusters Score -4262416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4262432.000000 Penalty: 5153.079102
	Iteration 23Q: 3 clusters Score -4262432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4262451.000000 Penalty: 5153.079102
	Iteration 24Q: 3 clusters Score -4262451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4262464.500000 Penalty: 5153.079102
	Iteration 25Q: 3 clusters Score -4262464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4262473.500000 Penalty: 5153.079102
	Iteration 26Q: 3 clusters Score -4262474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4262475.000000 Penalty: 5153.079102
	Iteration 27Q: 3 clusters Score -4262475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4262478.000000 Penalty: 5153.079102
	Iteration 28Q: 3 clusters Score -4262478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4262485.500000 Penalty: 5153.079102
	Iteration 29Q: 3 clusters Score -4262486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4262489.000000 Penalty: 5153.079102
	Iteration 30Q: 3 clusters Score -4262489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4262489.000000 Penalty: 5153.079102
	Iteration 31F: 3 clusters Score -4262489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167204 members 
Entering Unmasked Estep 
Score: -21604242.000000 Penalty: 2982.688477
	Iteration 0F: 2 clusters Score -2.160424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -21497056.000000 Penalty: 5965.376953
	Iteration 0F: 3 clusters Score -2.149706e+07 nChanged 80067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -21544026.000000 Penalty: 5965.376953
	Iteration 1F: 3 clusters Score -2.154403e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -21545690.000000 Penalty: 5965.376953
	Iteration 2Q: 3 clusters Score -2.154569e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -21548042.000000 Penalty: 5965.376953
	Iteration 3Q: 3 clusters Score -2.154804e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -21551814.000000 Penalty: 5965.376953
	Iteration 4Q: 3 clusters Score -2.155181e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -21557598.000000 Penalty: 5965.376953
	Iteration 5F: 3 clusters Score -2.15576e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -21565316.000000 Penalty: 5965.376953
	Iteration 6F: 3 clusters Score -2.156532e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -21574244.000000 Penalty: 5965.376953
	Iteration 7F: 3 clusters Score -2.157424e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -21582342.000000 Penalty: 5965.376953
	Iteration 8F: 3 clusters Score -2.158234e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -21588624.000000 Penalty: 5965.376953
	Iteration 9F: 3 clusters Score -2.158862e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -21592184.000000 Penalty: 5965.376953
	Iteration 10Q: 3 clusters Score -2.159218e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -21594138.000000 Penalty: 5965.376953
	Iteration 11Q: 3 clusters Score -2.159414e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -21595714.000000 Penalty: 5965.376953
	Iteration 12Q: 3 clusters Score -2.159571e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -21596886.000000 Penalty: 5965.376953
	Iteration 13Q: 3 clusters Score -2.159689e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -21597892.000000 Penalty: 5965.376953
	Iteration 14Q: 3 clusters Score -2.159789e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -21598706.000000 Penalty: 5965.376953
	Iteration 15Q: 3 clusters Score -2.159871e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -21599154.000000 Penalty: 5965.376953
	Iteration 16Q: 3 clusters Score -2.159915e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -21599610.000000 Penalty: 5965.376953
	Iteration 17Q: 3 clusters Score -2.159961e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -21599816.000000 Penalty: 5965.376953
	Iteration 18Q: 3 clusters Score -2.159982e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -21600046.000000 Penalty: 5965.376953
	Iteration 19Q: 3 clusters Score -2.160005e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -21600172.000000 Penalty: 5965.376953
	Iteration 20F: 3 clusters Score -2.160017e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -21600148.000000 Penalty: 5965.376953
	Iteration 21Q: 3 clusters Score -2.160015e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -21600184.000000 Penalty: 5965.376953
	Iteration 22Q: 3 clusters Score -2.160018e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -21600176.000000 Penalty: 5965.376953
	Iteration 23Q: 3 clusters Score -2.160018e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -21600180.000000 Penalty: 5965.376953
	Iteration 24Q: 3 clusters Score -2.160018e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -21600180.000000 Penalty: 5965.376953
	Iteration 25Q: 3 clusters Score -2.160018e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -21600198.000000 Penalty: 5965.376953
	Iteration 26Q: 3 clusters Score -2.16002e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110005 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -21600152.000000 Penalty: 5965.376953
	Iteration 27Q: 3 clusters Score -2.160015e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -21600110.000000 Penalty: 5965.376953
	Iteration 28Q: 3 clusters Score -2.160011e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -21600194.000000 Penalty: 5965.376953
	Iteration 29Q: 3 clusters Score -2.160019e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -21600244.000000 Penalty: 5965.376953
	Iteration 30Q: 3 clusters Score -2.160024e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -21600234.000000 Penalty: 5965.376953
	Iteration 31Q: 3 clusters Score -2.160023e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -21600254.000000 Penalty: 5965.376953
	Iteration 32Q: 3 clusters Score -2.160025e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -21600222.000000 Penalty: 5965.376953
	Iteration 33Q: 3 clusters Score -2.160022e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -21600218.000000 Penalty: 5965.376953
	Iteration 34Q: 3 clusters Score -2.160022e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -21600198.000000 Penalty: 5965.376953
	Iteration 35Q: 3 clusters Score -2.16002e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -21600190.000000 Penalty: 5965.376953
	Iteration 36Q: 3 clusters Score -2.160019e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -21600178.000000 Penalty: 5965.376953
	Iteration 37Q: 3 clusters Score -2.160018e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -21600160.000000 Penalty: 5965.376953
	Iteration 38Q: 3 clusters Score -2.160016e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -21600192.000000 Penalty: 5965.376953
	Iteration 39Q: 3 clusters Score -2.160019e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -21600180.000000 Penalty: 5965.376953
	Iteration 40F: 3 clusters Score -2.160018e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -21600172.000000 Penalty: 5965.376953
	Iteration 41Q: 3 clusters Score -2.160017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -21600156.000000 Penalty: 5965.376953
	Iteration 42Q: 3 clusters Score -2.160016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -21600164.000000 Penalty: 5965.376953
	Iteration 43Q: 3 clusters Score -2.160016e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -21600164.000000 Penalty: 5965.376953
	Iteration 44Q: 3 clusters Score -2.160016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -21600108.000000 Penalty: 5965.376953
	Iteration 45Q: 3 clusters Score -2.160011e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -21600126.000000 Penalty: 5965.376953
	Iteration 46Q: 3 clusters Score -2.160013e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111752 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -21600120.000000 Penalty: 5965.376953
	Iteration 47Q: 3 clusters Score -2.160012e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -21600124.000000 Penalty: 5965.376953
	Iteration 48Q: 3 clusters Score -2.160012e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -21600138.000000 Penalty: 5965.376953
	Iteration 49Q: 3 clusters Score -2.160014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -21600148.000000 Penalty: 5965.376953
	Iteration 50Q: 3 clusters Score -2.160015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -21600146.000000 Penalty: 5965.376953
	Iteration 51Q: 3 clusters Score -2.160015e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -21600166.000000 Penalty: 5965.376953
	Iteration 52Q: 3 clusters Score -2.160017e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -21600196.000000 Penalty: 5965.376953
	Iteration 53Q: 3 clusters Score -2.16002e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112619 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -21600234.000000 Penalty: 5965.376953
	Iteration 54Q: 3 clusters Score -2.160023e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -21600238.000000 Penalty: 5965.376953
	Iteration 55Q: 3 clusters Score -2.160024e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -21600258.000000 Penalty: 5965.376953
	Iteration 56Q: 3 clusters Score -2.160026e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -21600236.000000 Penalty: 5965.376953
	Iteration 57Q: 3 clusters Score -2.160024e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -21600204.000000 Penalty: 5965.376953
	Iteration 58Q: 3 clusters Score -2.16002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -21600190.000000 Penalty: 5965.376953
	Iteration 59Q: 3 clusters Score -2.160019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -21600162.000000 Penalty: 5965.376953
	Iteration 60F: 3 clusters Score -2.160016e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -21600170.000000 Penalty: 5965.376953
	Iteration 61Q: 3 clusters Score -2.160017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -21600158.000000 Penalty: 5965.376953
	Iteration 62Q: 3 clusters Score -2.160016e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -21600170.000000 Penalty: 5965.376953
	Iteration 63Q: 3 clusters Score -2.160017e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -21600164.000000 Penalty: 5965.376953
	Iteration 64Q: 3 clusters Score -2.160016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -21600174.000000 Penalty: 5965.376953
	Iteration 65Q: 3 clusters Score -2.160017e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -21600176.000000 Penalty: 5965.376953
	Iteration 66Q: 3 clusters Score -2.160018e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -21600140.000000 Penalty: 5965.376953
	Iteration 67Q: 3 clusters Score -2.160014e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -21600096.000000 Penalty: 5965.376953
	Iteration 68Q: 3 clusters Score -2.16001e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -21600128.000000 Penalty: 5965.376953
	Iteration 69Q: 3 clusters Score -2.160013e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114350 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -21600106.000000 Penalty: 5965.376953
	Iteration 70Q: 3 clusters Score -2.160011e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -21600100.000000 Penalty: 5965.376953
	Iteration 71Q: 3 clusters Score -2.16001e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -21600106.000000 Penalty: 5965.376953
	Iteration 72Q: 3 clusters Score -2.160011e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -21600106.000000 Penalty: 5965.376953
	Iteration 73Q: 3 clusters Score -2.160011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -21600126.000000 Penalty: 5965.376953
	Iteration 74Q: 3 clusters Score -2.160013e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -21600090.000000 Penalty: 5965.376953
	Iteration 75Q: 3 clusters Score -2.160009e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -21600080.000000 Penalty: 5965.376953
	Iteration 76Q: 3 clusters Score -2.160008e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -21600074.000000 Penalty: 5965.376953
	Iteration 77Q: 3 clusters Score -2.160007e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -21600104.000000 Penalty: 5965.376953
	Iteration 78Q: 3 clusters Score -2.16001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -21600074.000000 Penalty: 5965.376953
	Iteration 79Q: 3 clusters Score -2.160007e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -21600072.000000 Penalty: 5965.376953
	Iteration 80F: 3 clusters Score -2.160007e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -21600038.000000 Penalty: 5965.376953
	Iteration 81Q: 3 clusters Score -2.160004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -21600050.000000 Penalty: 5965.376953
	Iteration 82Q: 3 clusters Score -2.160005e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -21600042.000000 Penalty: 5965.376953
	Iteration 83Q: 3 clusters Score -2.160004e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -21600026.000000 Penalty: 5965.376953
	Iteration 84Q: 3 clusters Score -2.160003e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -21600010.000000 Penalty: 5965.376953
	Iteration 85Q: 3 clusters Score -2.160001e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -21599982.000000 Penalty: 5965.376953
	Iteration 86Q: 3 clusters Score -2.159998e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -21599962.000000 Penalty: 5965.376953
	Iteration 87Q: 3 clusters Score -2.159996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -21599952.000000 Penalty: 5965.376953
	Iteration 88Q: 3 clusters Score -2.159995e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -21599972.000000 Penalty: 5965.376953
	Iteration 89Q: 3 clusters Score -2.159997e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 90Q: 3 clusters Score -2.160003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -21600018.000000 Penalty: 5965.376953
	Iteration 91Q: 3 clusters Score -2.160002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 92Q: 3 clusters Score -2.160003e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116685 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -21600052.000000 Penalty: 5965.376953
	Iteration 93Q: 3 clusters Score -2.160005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116796 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -21600048.000000 Penalty: 5965.376953
	Iteration 94Q: 3 clusters Score -2.160005e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -21600088.000000 Penalty: 5965.376953
	Iteration 95Q: 3 clusters Score -2.160009e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117014 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -21600020.000000 Penalty: 5965.376953
	Iteration 96Q: 3 clusters Score -2.160002e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -21600052.000000 Penalty: 5965.376953
	Iteration 97Q: 3 clusters Score -2.160005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -21600048.000000 Penalty: 5965.376953
	Iteration 98Q: 3 clusters Score -2.160005e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -21600046.000000 Penalty: 5965.376953
	Iteration 99Q: 3 clusters Score -2.160005e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -21600076.000000 Penalty: 5965.376953
	Iteration 100F: 3 clusters Score -2.160008e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -21600078.000000 Penalty: 5965.376953
	Iteration 101Q: 3 clusters Score -2.160008e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -21600024.000000 Penalty: 5965.376953
	Iteration 102Q: 3 clusters Score -2.160002e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -21600022.000000 Penalty: 5965.376953
	Iteration 103Q: 3 clusters Score -2.160002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -21600010.000000 Penalty: 5965.376953
	Iteration 104Q: 3 clusters Score -2.160001e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -21600042.000000 Penalty: 5965.376953
	Iteration 105Q: 3 clusters Score -2.160004e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 106Q: 3 clusters Score -2.160003e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -21600022.000000 Penalty: 5965.376953
	Iteration 107Q: 3 clusters Score -2.160002e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118070 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -21600018.000000 Penalty: 5965.376953
	Iteration 108Q: 3 clusters Score -2.160002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -21600016.000000 Penalty: 5965.376953
	Iteration 109Q: 3 clusters Score -2.160002e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -21600024.000000 Penalty: 5965.376953
	Iteration 110Q: 3 clusters Score -2.160002e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 111Q: 3 clusters Score -2.160003e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -21600010.000000 Penalty: 5965.376953
	Iteration 112Q: 3 clusters Score -2.160001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118368 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -21600008.000000 Penalty: 5965.376953
	Iteration 113Q: 3 clusters Score -2.160001e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -21600020.000000 Penalty: 5965.376953
	Iteration 114Q: 3 clusters Score -2.160002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -21600040.000000 Penalty: 5965.376953
	Iteration 115Q: 3 clusters Score -2.160004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -21600042.000000 Penalty: 5965.376953
	Iteration 116Q: 3 clusters Score -2.160004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -21600052.000000 Penalty: 5965.376953
	Iteration 117Q: 3 clusters Score -2.160005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -21600076.000000 Penalty: 5965.376953
	Iteration 118Q: 3 clusters Score -2.160008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -21600046.000000 Penalty: 5965.376953
	Iteration 119Q: 3 clusters Score -2.160005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -21600052.000000 Penalty: 5965.376953
	Iteration 120F: 3 clusters Score -2.160005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -21600034.000000 Penalty: 5965.376953
	Iteration 121Q: 3 clusters Score -2.160003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -21600032.000000 Penalty: 5965.376953
	Iteration 122Q: 3 clusters Score -2.160003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118693 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 123Q: 3 clusters Score -2.160003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -21600046.000000 Penalty: 5965.376953
	Iteration 124Q: 3 clusters Score -2.160005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -21600040.000000 Penalty: 5965.376953
	Iteration 125Q: 3 clusters Score -2.160004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -21600060.000000 Penalty: 5965.376953
	Iteration 126Q: 3 clusters Score -2.160006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -21600042.000000 Penalty: 5965.376953
	Iteration 127Q: 3 clusters Score -2.160004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -21600048.000000 Penalty: 5965.376953
	Iteration 128Q: 3 clusters Score -2.160005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -21600048.000000 Penalty: 5965.376953
	Iteration 129Q: 3 clusters Score -2.160005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -21600028.000000 Penalty: 5965.376953
	Iteration 130Q: 3 clusters Score -2.160003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118862 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -21600008.000000 Penalty: 5965.376953
	Iteration 131Q: 3 clusters Score -2.160001e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -21600022.000000 Penalty: 5965.376953
	Iteration 132Q: 3 clusters Score -2.160002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -21600016.000000 Penalty: 5965.376953
	Iteration 133Q: 3 clusters Score -2.160002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -21600006.000000 Penalty: 5965.376953
	Iteration 134Q: 3 clusters Score -2.160001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -21599994.000000 Penalty: 5965.376953
	Iteration 135Q: 3 clusters Score -2.159999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -21600002.000000 Penalty: 5965.376953
	Iteration 136Q: 3 clusters Score -2.16e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -21599980.000000 Penalty: 5965.376953
	Iteration 137Q: 3 clusters Score -2.159998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119122 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -21599952.000000 Penalty: 5965.376953
	Iteration 138Q: 3 clusters Score -2.159995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119158 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -21599952.000000 Penalty: 5965.376953
	Iteration 139Q: 3 clusters Score -2.159995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119193 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -21599932.000000 Penalty: 5965.376953
	Iteration 140F: 3 clusters Score -2.159993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -21599936.000000 Penalty: 5965.376953
	Iteration 141Q: 3 clusters Score -2.159994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -21599954.000000 Penalty: 5965.376953
	Iteration 142Q: 3 clusters Score -2.159995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119293 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -21599948.000000 Penalty: 5965.376953
	Iteration 143Q: 3 clusters Score -2.159995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -21599952.000000 Penalty: 5965.376953
	Iteration 144Q: 3 clusters Score -2.159995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -21599952.000000 Penalty: 5965.376953
	Iteration 145Q: 3 clusters Score -2.159995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -21599962.000000 Penalty: 5965.376953
	Iteration 146Q: 3 clusters Score -2.159996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -21599950.000000 Penalty: 5965.376953
	Iteration 147Q: 3 clusters Score -2.159995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -21599956.000000 Penalty: 5965.376953
	Iteration 148Q: 3 clusters Score -2.159996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -21599956.000000 Penalty: 5965.376953
	Iteration 149Q: 3 clusters Score -2.159996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -21599976.000000 Penalty: 5965.376953
	Iteration 150Q: 3 clusters Score -2.159998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119473 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -21599964.000000 Penalty: 5965.376953
	Iteration 151Q: 3 clusters Score -2.159996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -21599962.000000 Penalty: 5965.376953
	Iteration 152Q: 3 clusters Score -2.159996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -21599970.000000 Penalty: 5965.376953
	Iteration 153Q: 3 clusters Score -2.159997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -21599970.000000 Penalty: 5965.376953
	Iteration 154Q: 3 clusters Score -2.159997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -21599984.000000 Penalty: 5965.376953
	Iteration 155Q: 3 clusters Score -2.159998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -21599966.000000 Penalty: 5965.376953
	Iteration 156Q: 3 clusters Score -2.159997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119606 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -21599974.000000 Penalty: 5965.376953
	Iteration 157Q: 3 clusters Score -2.159997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -21599970.000000 Penalty: 5965.376953
	Iteration 158Q: 3 clusters Score -2.159997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119650 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -21599964.000000 Penalty: 5965.376953
	Iteration 159Q: 3 clusters Score -2.159996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119677 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -21599960.000000 Penalty: 5965.376953
	Iteration 160F: 3 clusters Score -2.159996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -21599954.000000 Penalty: 5965.376953
	Iteration 161Q: 3 clusters Score -2.159995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -21599954.000000 Penalty: 5965.376953
	Iteration 162Q: 3 clusters Score -2.159995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -21599934.000000 Penalty: 5965.376953
	Iteration 163Q: 3 clusters Score -2.159993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119769 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -21599940.000000 Penalty: 5965.376953
	Iteration 164Q: 3 clusters Score -2.159994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -21599922.000000 Penalty: 5965.376953
	Iteration 165Q: 3 clusters Score -2.159992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -21599946.000000 Penalty: 5965.376953
	Iteration 166Q: 3 clusters Score -2.159995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119823 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -21599940.000000 Penalty: 5965.376953
	Iteration 167Q: 3 clusters Score -2.159994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -21599930.000000 Penalty: 5965.376953
	Iteration 168Q: 3 clusters Score -2.159993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119847 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -21599954.000000 Penalty: 5965.376953
	Iteration 169Q: 3 clusters Score -2.159995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119859 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -21599954.000000 Penalty: 5965.376953
	Iteration 170Q: 3 clusters Score -2.159995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119869 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -21599978.000000 Penalty: 5965.376953
	Iteration 171Q: 3 clusters Score -2.159998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -21599982.000000 Penalty: 5965.376953
	Iteration 172Q: 3 clusters Score -2.159998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -21599998.000000 Penalty: 5965.376953
	Iteration 173Q: 3 clusters Score -2.16e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -21599984.000000 Penalty: 5965.376953
	Iteration 174Q: 3 clusters Score -2.159998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -21600000.000000 Penalty: 5965.376953
	Iteration 175Q: 3 clusters Score -2.16e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -21600008.000000 Penalty: 5965.376953
	Iteration 176Q: 3 clusters Score -2.160001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -21600010.000000 Penalty: 5965.376953
	Iteration 177Q: 3 clusters Score -2.160001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -21600000.000000 Penalty: 5965.376953
	Iteration 178Q: 3 clusters Score -2.16e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -21599992.000000 Penalty: 5965.376953
	Iteration 179Q: 3 clusters Score -2.159999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -21599980.000000 Penalty: 5965.376953
	Iteration 180F: 3 clusters Score -2.159998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -21599980.000000 Penalty: 5965.376953
	Iteration 181Q: 3 clusters Score -2.159998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -21599972.000000 Penalty: 5965.376953
	Iteration 182Q: 3 clusters Score -2.159997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119961 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -21599986.000000 Penalty: 5965.376953
	Iteration 183Q: 3 clusters Score -2.159999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -21599974.000000 Penalty: 5965.376953
	Iteration 184Q: 3 clusters Score -2.159997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -21599982.000000 Penalty: 5965.376953
	Iteration 185Q: 3 clusters Score -2.159998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -21599998.000000 Penalty: 5965.376953
	Iteration 186Q: 3 clusters Score -2.16e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -21599970.000000 Penalty: 5965.376953
	Iteration 187Q: 3 clusters Score -2.159997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -21599974.000000 Penalty: 5965.376953
	Iteration 188Q: 3 clusters Score -2.159997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -21599974.000000 Penalty: 5965.376953
	Iteration 189Q: 3 clusters Score -2.159997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -21599974.000000 Penalty: 5965.376953
	Iteration 190F: 3 clusters Score -2.159997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -47543.140625 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -47543.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46297.597656 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -46297.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46730.410156 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -46730.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47022.421875 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -47022.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47144.152344 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -47144.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47178.300781 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -47178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47200.253906 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -47200.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47240.109375 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -47240.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47317.992188 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -47317.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47526.757812 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -47526.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47610.988281 Penalty: 3046.450439
	Iteration 9F: 3 clusters Score -47610.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47720.558594 Penalty: 3046.450439
	Iteration 10F: 3 clusters Score -47720.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47881.078125 Penalty: 3046.450439
	Iteration 11F: 3 clusters Score -47881.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48081.632812 Penalty: 3046.450439
	Iteration 12F: 3 clusters Score -48081.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48205.171875 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -48205.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48408.527344 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -48408.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48449.464844 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -48449.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48544.578125 Penalty: 3046.450439
	Iteration 16Q: 3 clusters Score -48544.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48653.652344 Penalty: 3046.450439
	Iteration 17Q: 3 clusters Score -48653.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48688.179688 Penalty: 3046.450439
	Iteration 18Q: 3 clusters Score -48688.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48703.242188 Penalty: 3046.450439
	Iteration 19Q: 3 clusters Score -48703.24 nChanged 1
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: -48715.195312 Penalty: 3046.450439
	Iteration 20F: 3 clusters Score -48715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 298 members 
Entering Unmasked Estep 
Score: -138539072.000000 Penalty: 82755.171875
Splitting cluster 17 changes total score from -138539856.000000 to -138539072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -490522.437500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -490522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -486747.062500 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -486747.1 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -487662.250000 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -487662.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -487934.406250 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -487934.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -488093.156250 Penalty: 4098.101074
	Iteration 3F: 3 clusters Score -488093.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -488183.718750 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -488183.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -488254.843750 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -488254.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -488316.968750 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -488317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -488370.625000 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -488370.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -488419.031250 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -488419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -488467.187500 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -488467.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -488499.125000 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -488499.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -488529.937500 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -488529.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -488559.968750 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -488560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -488581.250000 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -488581.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -488599.000000 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -488599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -488611.937500 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -488611.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -488621.312500 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -488621.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488629.750000 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -488629.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -488636.531250 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -488636.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -488641.437500 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -488641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488648.656250 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -488648.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -488659.062500 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -488659.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -488668.125000 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -488668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -488672.781250 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -488672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -488676.625000 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -488676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -488681.281250 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -488681.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -488684.687500 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -488684.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -488687.718750 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -488687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -488689.625000 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -488689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -488690.593750 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -488690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -488694.312500 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -488694.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -488699.437500 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -488699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -488702.156250 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -488702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -488708.281250 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -488708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -488712.750000 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -488712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -488717.843750 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -488717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -488721.281250 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -488721.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -488725.937500 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -488725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -488731.875000 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -488731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -488736.593750 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -488736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -488742.343750 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -488742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -488747.125000 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -488747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -488750.343750 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -488750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -488756.250000 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -488756.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -488763.750000 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -488763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -488773.406250 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -488773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -488781.500000 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -488781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -488786.375000 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -488786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -488789.218750 Penalty: 4098.101074
	Iteration 48Q: 3 clusters Score -488789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -488791.187500 Penalty: 4098.101074
	Iteration 49Q: 3 clusters Score -488791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -488791.562500 Penalty: 4098.101074
	Iteration 50Q: 3 clusters Score -488791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -488793.062500 Penalty: 4098.101074
	Iteration 51Q: 3 clusters Score -488793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -488793.687500 Penalty: 4098.101074
	Iteration 52Q: 3 clusters Score -488793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -488795.406250 Penalty: 4098.101074
	Iteration 53Q: 3 clusters Score -488795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -488796.937500 Penalty: 4098.101074
	Iteration 54Q: 3 clusters Score -488796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -488798.156250 Penalty: 4098.101074
	Iteration 55Q: 3 clusters Score -488798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -488799.312500 Penalty: 4098.101074
	Iteration 56Q: 3 clusters Score -488799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -488800.562500 Penalty: 4098.101074
	Iteration 57Q: 3 clusters Score -488800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -488801.312500 Penalty: 4098.101074
	Iteration 58Q: 3 clusters Score -488801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -488802.625000 Penalty: 4098.101074
	Iteration 59Q: 3 clusters Score -488802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -488806.093750 Penalty: 4098.101074
	Iteration 60F: 3 clusters Score -488806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -488808.937500 Penalty: 4098.101074
	Iteration 61Q: 3 clusters Score -488808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -488809.843750 Penalty: 4098.101074
	Iteration 62Q: 3 clusters Score -488809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -488809.750000 Penalty: 4098.101074
	Iteration 63Q: 3 clusters Score -488809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -488809.750000 Penalty: 4098.101074
	Iteration 64F: 3 clusters Score -488809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -28228.242188 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -28228.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27139.023438 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -27139.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27341.628906 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -27341.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27371.269531 Penalty: 2812.260986
	Iteration 2Q: 3 clusters Score -27371.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27414.361328 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -27414.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27429.982422 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -27429.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27435.972656 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -27435.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27435.972656 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -27435.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183127 members 
Entering Unmasked Estep 
Score: -23724482.000000 Penalty: 3005.248047
	Iteration 0F: 2 clusters Score -2.372448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -23605772.000000 Penalty: 6010.496094
	Iteration 0F: 3 clusters Score -2.360577e+07 nChanged 87896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -23657294.000000 Penalty: 6010.496094
	Iteration 1F: 3 clusters Score -2.365729e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -23659032.000000 Penalty: 6010.496094
	Iteration 2Q: 3 clusters Score -2.365903e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -23661738.000000 Penalty: 6010.496094
	Iteration 3Q: 3 clusters Score -2.366174e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -23666856.000000 Penalty: 6010.496094
	Iteration 4F: 3 clusters Score -2.366686e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -23675464.000000 Penalty: 6010.496094
	Iteration 5F: 3 clusters Score -2.367546e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -23687812.000000 Penalty: 6010.496094
	Iteration 6F: 3 clusters Score -2.368781e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 148969 members 
Entering Unmasked Estep 
Score: -23700688.000000 Penalty: 6010.496094
	Iteration 7F: 3 clusters Score -2.370069e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 157221 members 
Entering Unmasked Estep 
Score: -23709832.000000 Penalty: 6010.496094
	Iteration 8F: 3 clusters Score -2.370983e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -23714854.000000 Penalty: 6010.496094
	Iteration 9Q: 3 clusters Score -2.371485e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -23717274.000000 Penalty: 6010.496094
	Iteration 10Q: 3 clusters Score -2.371727e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23718946.000000 Penalty: 6010.496094
	Iteration 11Q: 3 clusters Score -2.371895e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -23719950.000000 Penalty: 6010.496094
	Iteration 12Q: 3 clusters Score -2.371995e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -23720728.000000 Penalty: 6010.496094
	Iteration 13Q: 3 clusters Score -2.372073e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 173820 members 
Entering Unmasked Estep 
Score: -23721432.000000 Penalty: 6010.496094
	Iteration 14Q: 3 clusters Score -2.372143e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -23721826.000000 Penalty: 6010.496094
	Iteration 15Q: 3 clusters Score -2.372183e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 176499 members 
Entering Unmasked Estep 
Score: -23722110.000000 Penalty: 6010.496094
	Iteration 16Q: 3 clusters Score -2.372211e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -23722182.000000 Penalty: 6010.496094
	Iteration 17Q: 3 clusters Score -2.372218e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -23722276.000000 Penalty: 6010.496094
	Iteration 18Q: 3 clusters Score -2.372228e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -23722386.000000 Penalty: 6010.496094
	Iteration 19Q: 3 clusters Score -2.372239e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 179415 members 
Entering Unmasked Estep 
Score: -23722528.000000 Penalty: 6010.496094
	Iteration 20F: 3 clusters Score -2.372253e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 179849 members 
Entering Unmasked Estep 
Score: -23722606.000000 Penalty: 6010.496094
	Iteration 21Q: 3 clusters Score -2.372261e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -23722668.000000 Penalty: 6010.496094
	Iteration 22Q: 3 clusters Score -2.372267e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -23722720.000000 Penalty: 6010.496094
	Iteration 23Q: 3 clusters Score -2.372272e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 180723 members 
Entering Unmasked Estep 
Score: -23722690.000000 Penalty: 6010.496094
	Iteration 24Q: 3 clusters Score -2.372269e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 180892 members 
Entering Unmasked Estep 
Score: -23722742.000000 Penalty: 6010.496094
	Iteration 25Q: 3 clusters Score -2.372274e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 181029 members 
Entering Unmasked Estep 
Score: -23722728.000000 Penalty: 6010.496094
	Iteration 26Q: 3 clusters Score -2.372273e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -23722702.000000 Penalty: 6010.496094
	Iteration 27Q: 3 clusters Score -2.37227e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 181228 members 
Entering Unmasked Estep 
Score: -23722668.000000 Penalty: 6010.496094
	Iteration 28Q: 3 clusters Score -2.372267e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 181295 members 
Entering Unmasked Estep 
Score: -23722694.000000 Penalty: 6010.496094
	Iteration 29Q: 3 clusters Score -2.372269e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 181337 members 
Entering Unmasked Estep 
Score: -23722688.000000 Penalty: 6010.496094
	Iteration 30Q: 3 clusters Score -2.372269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 181380 members 
Entering Unmasked Estep 
Score: -23722680.000000 Penalty: 6010.496094
	Iteration 31Q: 3 clusters Score -2.372268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 181423 members 
Entering Unmasked Estep 
Score: -23722712.000000 Penalty: 6010.496094
	Iteration 32Q: 3 clusters Score -2.372271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -23722740.000000 Penalty: 6010.496094
	Iteration 33Q: 3 clusters Score -2.372274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -23722734.000000 Penalty: 6010.496094
	Iteration 34Q: 3 clusters Score -2.372273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 181515 members 
Entering Unmasked Estep 
Score: -23722722.000000 Penalty: 6010.496094
	Iteration 35Q: 3 clusters Score -2.372272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -23722728.000000 Penalty: 6010.496094
	Iteration 36Q: 3 clusters Score -2.372273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 181563 members 
Entering Unmasked Estep 
Score: -23722754.000000 Penalty: 6010.496094
	Iteration 37Q: 3 clusters Score -2.372275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -23722738.000000 Penalty: 6010.496094
	Iteration 38Q: 3 clusters Score -2.372274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 181600 members 
Entering Unmasked Estep 
Score: -23722722.000000 Penalty: 6010.496094
	Iteration 39Q: 3 clusters Score -2.372272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 181612 members 
Entering Unmasked Estep 
Score: -23722742.000000 Penalty: 6010.496094
	Iteration 40F: 3 clusters Score -2.372274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -23722724.000000 Penalty: 6010.496094
	Iteration 41Q: 3 clusters Score -2.372272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 181629 members 
Entering Unmasked Estep 
Score: -23722724.000000 Penalty: 6010.496094
	Iteration 42Q: 3 clusters Score -2.372272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 181636 members 
Entering Unmasked Estep 
Score: -23722730.000000 Penalty: 6010.496094
	Iteration 43Q: 3 clusters Score -2.372273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -23722728.000000 Penalty: 6010.496094
	Iteration 44Q: 3 clusters Score -2.372273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -23722726.000000 Penalty: 6010.496094
	Iteration 45Q: 3 clusters Score -2.372273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 181652 members 
Entering Unmasked Estep 
Score: -23722714.000000 Penalty: 6010.496094
	Iteration 46Q: 3 clusters Score -2.372271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -23722710.000000 Penalty: 6010.496094
	Iteration 47Q: 3 clusters Score -2.372271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -23722710.000000 Penalty: 6010.496094
	Iteration 48F: 3 clusters Score -2.372271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -210936.984375 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -210937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208566.156250 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -208566.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208928.015625 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -208928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209019.234375 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -209019.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209059.703125 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -209059.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209082.015625 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -209082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209100.593750 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -209100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209120.906250 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -209120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209139.453125 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -209139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209148.109375 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -209148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209154.703125 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -209154.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209161.937500 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -209161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209170.359375 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -209170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209173.343750 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -209173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209175.421875 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -209175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209178.406250 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -209178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209180.640625 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -209180.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209182.968750 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -209183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209185.203125 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -209185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209187.781250 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -209187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209190.218750 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -209190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209190.593750 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -209190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -209192.140625 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -209192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209192.593750 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -209192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209193.531250 Penalty: 3667.973389
	Iteration 23Q: 3 clusters Score -209193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -209194.421875 Penalty: 3667.973389
	Iteration 24Q: 3 clusters Score -209194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209195.234375 Penalty: 3667.973389
	Iteration 25Q: 3 clusters Score -209195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209195.234375 Penalty: 3667.973389
	Iteration 26F: 3 clusters Score -209195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -469456.406250 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -469456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -465660.437500 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -465660.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -466462.781250 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -466462.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -466621.812500 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -466621.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -466718.093750 Penalty: 4087.492676
	Iteration 3Q: 3 clusters Score -466718.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -466793.562500 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -466793.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -466835.031250 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -466835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -466864.000000 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -466864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -466890.281250 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -466890.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -466915.343750 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -466915.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -466934.531250 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -466934.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -466954.093750 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -466954.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -466974.125000 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -466974.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -466991.156250 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -466991.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -467008.968750 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -467009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -467019.812500 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -467019.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467025.562500 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -467025.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467030.093750 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -467030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467035.875000 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -467035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -467039.250000 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -467039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467043.562500 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -467043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -467050.000000 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -467050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -467054.718750 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -467054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -467057.875000 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -467057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467063.125000 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -467063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -467066.156250 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -467066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -467067.500000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -467067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -467069.031250 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -467069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -467069.562500 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -467069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467071.437500 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -467071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467073.343750 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -467073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -467075.406250 Penalty: 4087.492676
	Iteration 30Q: 3 clusters Score -467075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -467077.343750 Penalty: 4087.492676
	Iteration 31Q: 3 clusters Score -467077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467079.437500 Penalty: 4087.492676
	Iteration 32Q: 3 clusters Score -467079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -467082.937500 Penalty: 4087.492676
	Iteration 33Q: 3 clusters Score -467082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467085.343750 Penalty: 4087.492676
	Iteration 34Q: 3 clusters Score -467085.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -467089.031250 Penalty: 4087.492676
	Iteration 35Q: 3 clusters Score -467089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -467093.343750 Penalty: 4087.492676
	Iteration 36Q: 3 clusters Score -467093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -467096.656250 Penalty: 4087.492676
	Iteration 37Q: 3 clusters Score -467096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467098.125000 Penalty: 4087.492676
	Iteration 38Q: 3 clusters Score -467098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467101.062500 Penalty: 4087.492676
	Iteration 39Q: 3 clusters Score -467101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -467103.375000 Penalty: 4087.492676
	Iteration 40F: 3 clusters Score -467103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467104.375000 Penalty: 4087.492676
	Iteration 41Q: 3 clusters Score -467104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467105.812500 Penalty: 4087.492676
	Iteration 42Q: 3 clusters Score -467105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -467107.125000 Penalty: 4087.492676
	Iteration 43Q: 3 clusters Score -467107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467108.437500 Penalty: 4087.492676
	Iteration 44Q: 3 clusters Score -467108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -467108.781250 Penalty: 4087.492676
	Iteration 45Q: 3 clusters Score -467108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467108.687500 Penalty: 4087.492676
	Iteration 46Q: 3 clusters Score -467108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -467110.000000 Penalty: 4087.492676
	Iteration 47Q: 3 clusters Score -467110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -467110.625000 Penalty: 4087.492676
	Iteration 48Q: 3 clusters Score -467110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -467111.781250 Penalty: 4087.492676
	Iteration 49Q: 3 clusters Score -467111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -467113.343750 Penalty: 4087.492676
	Iteration 50Q: 3 clusters Score -467113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -467115.500000 Penalty: 4087.492676
	Iteration 51Q: 3 clusters Score -467115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -467116.656250 Penalty: 4087.492676
	Iteration 52Q: 3 clusters Score -467116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -467118.031250 Penalty: 4087.492676
	Iteration 53Q: 3 clusters Score -467118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -467117.937500 Penalty: 4087.492676
	Iteration 54Q: 3 clusters Score -467117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -467118.406250 Penalty: 4087.492676
	Iteration 55Q: 3 clusters Score -467118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -467118.406250 Penalty: 4087.492676
	Iteration 56F: 3 clusters Score -467118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -67573.351562 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -67573.35 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 302 members 
Entering Unmasked Estep 
Score: -66039.031250 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -66039.03 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66420.859375 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -66420.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66612.140625 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -66612.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66730.523438 Penalty: 3187.538330
	Iteration 3F: 3 clusters Score -66730.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66830.890625 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -66830.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67042.500000 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -67042.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67480.562500 Penalty: 3187.538330
	Iteration 6F: 3 clusters Score -67480.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68247.507812 Penalty: 3187.538330
	Iteration 7F: 3 clusters Score -68247.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -68458.703125 Penalty: 3187.538330
	Iteration 8F: 3 clusters Score -68458.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68622.078125 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -68622.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -68679.203125 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -68679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -68692.867188 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -68692.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -68710.632812 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -68710.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -68714.976562 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -68714.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -68718.031250 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -68718.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68721.281250 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -68721.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -68724.890625 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -68724.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -68730.515625 Penalty: 3187.538330
	Iteration 17Q: 3 clusters Score -68730.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -68739.601562 Penalty: 3187.538330
	Iteration 18Q: 3 clusters Score -68739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68748.156250 Penalty: 3187.538330
	Iteration 19Q: 3 clusters Score -68748.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -68765.054688 Penalty: 3187.538330
	Iteration 20F: 3 clusters Score -68765.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -68815.414062 Penalty: 3187.538330
	Iteration 21Q: 3 clusters Score -68815.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -68870.789062 Penalty: 3187.538330
	Iteration 22Q: 3 clusters Score -68870.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -68910.710938 Penalty: 3187.538330
	Iteration 23Q: 3 clusters Score -68910.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -68914.726562 Penalty: 3187.538330
	Iteration 24Q: 3 clusters Score -68914.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -68914.726562 Penalty: 3187.538330
	Iteration 25F: 3 clusters Score -68914.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 200227 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 56089 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 189500 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 11947 members 
Mstep: Class 12 contains 63823 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 167204 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 183127 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 108 members 
Entering Unmasked Estep 
Score: -138539248.000000 Penalty: 82755.171875
Splitting cluster 23 changes total score from -138539856.000000 to -138539248.000000
So it's not getting split.
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -414276992.000000 Penalty: 85573.531250
22->24 Clusters: Score -414276992.000000, best is -416217760.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 49738 members 
Mstep: Class 3 contains 49496 members 
Mstep: Class 4 contains 49660 members 
Mstep: Class 5 contains 49882 members 
Mstep: Class 6 contains 49688 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 49347 members 
Mstep: Class 9 contains 49574 members 
Mstep: Class 10 contains 49741 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 49602 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 49480 members 
Mstep: Class 15 contains 49815 members 
Mstep: Class 16 contains 49457 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 49301 members 
Mstep: Class 20 contains 49650 members 
Mstep: Class 21 contains 49523 members 
Mstep: Class 22 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 244.207703 but Gain 3448.132812
Score: -133388832.000000 Penalty: 72410.773438
Iteration 0F: 22 clusters Score -1.333888e+08 nChanged 1039086
Entering Unmasked Mstep 
Mstep: Class 0 contains 2952 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 24331 members 
Mstep: Class 3 contains 33800 members 
Mstep: Class 4 contains 23688 members 
Mstep: Class 5 contains 67989 members 
Mstep: Class 6 contains 44946 members 
Mstep: Class 7 contains 9236 members 
Mstep: Class 9 contains 114724 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 30184 members 
Mstep: Class 12 contains 30559 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 265500 members 
Mstep: Class 15 contains 108571 members 
Mstep: Class 16 contains 41868 members 
Mstep: Class 17 contains 56585 members 
Mstep: Class 18 contains 13148 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 57365 members 
Mstep: Class 21 contains 82265 members 
Mstep: Class 22 contains 35456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3214.843018 but Gain 3448.125000
Score: -136704064.000000 Penalty: 68962.648438
Iteration 1F: 21 clusters Score -1.367041e+08 nChanged 379292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2787 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 13945 members 
Mstep: Class 3 contains 33003 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 51111 members 
Mstep: Class 6 contains 24801 members 
Mstep: Class 7 contains 11036 members 
Mstep: Class 9 contains 149483 members 
Mstep: Class 10 contains 16755 members 
Mstep: Class 11 contains 27391 members 
Mstep: Class 12 contains 23711 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 14 contains 320459 members 
Mstep: Class 15 contains 113180 members 
Mstep: Class 16 contains 48506 members 
Mstep: Class 17 contains 66153 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 20 contains 37766 members 
Mstep: Class 21 contains 92556 members 
Mstep: Class 22 contains 26713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137240640.000000 Penalty: 68962.648438
Iteration 2F: 21 clusters Score -1.372406e+08 nChanged 280337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2008 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 39880 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 32559 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 9 contains 185783 members 
Mstep: Class 10 contains 21516 members 
Mstep: Class 11 contains 38376 members 
Mstep: Class 12 contains 20266 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 14 contains 301947 members 
Mstep: Class 15 contains 118180 members 
Mstep: Class 16 contains 54101 members 
Mstep: Class 17 contains 63722 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 117205 members 
Mstep: Class 22 contains 20497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2227.119629 but Gain 3448.136719
Score: -137669312.000000 Penalty: 65514.511719
Iteration 3F: 20 clusters Score -1.376693e+08 nChanged 219625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1584 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 50224 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 9 contains 216440 members 
Mstep: Class 10 contains 22503 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 286268 members 
Mstep: Class 15 contains 124894 members 
Mstep: Class 16 contains 53088 members 
Mstep: Class 17 contains 51810 members 
Mstep: Class 20 contains 16382 members 
Mstep: Class 21 contains 139558 members 
Mstep: Class 22 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2141.671143 but Gain 3448.132812
Score: -137881104.000000 Penalty: 62066.378906
Iteration 4F: 19 clusters Score -1.378811e+08 nChanged 176949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1449 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 57700 members 
Mstep: Class 5 contains 8963 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 9 contains 237390 members 
Mstep: Class 10 contains 19980 members 
Mstep: Class 11 contains 63872 members 
Mstep: Class 12 contains 9925 members 
Mstep: Class 13 contains 1686 members 
Mstep: Class 14 contains 265984 members 
Mstep: Class 15 contains 138540 members 
Mstep: Class 16 contains 50498 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 20 contains 11689 members 
Mstep: Class 21 contains 160325 members 
Mstep: Class 22 contains 9560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2107.831543 but Gain 3448.132812
Score: -138012368.000000 Penalty: 58618.246094
Iteration 5F: 18 clusters Score -1.380124e+08 nChanged 146494
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 62278 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 9 contains 230245 members 
Mstep: Class 10 contains 16581 members 
Mstep: Class 11 contains 72420 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 252993 members 
Mstep: Class 15 contains 162537 members 
Mstep: Class 16 contains 49316 members 
Mstep: Class 17 contains 28543 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 178792 members 
Mstep: Class 22 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3312.285889 but Gain 3448.128906
Score: -138191824.000000 Penalty: 55170.117188
Iteration 6F: 17 clusters Score -1.381918e+08 nChanged 115626
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 3 contains 64629 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 9 contains 208576 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 77790 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 246258 members 
Mstep: Class 15 contains 193684 members 
Mstep: Class 16 contains 47342 members 
Mstep: Class 17 contains 20935 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 191001 members 
Mstep: Class 22 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3000.703613 but Gain 3448.132812
Score: -138299424.000000 Penalty: 51721.984375
Iteration 7F: 16 clusters Score -1.382994e+08 nChanged 96614
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 3 contains 65610 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 9 contains 190497 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 81072 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 239245 members 
Mstep: Class 15 contains 228501 members 
Mstep: Class 16 contains 43762 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 195290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138352672.000000 Penalty: 51721.984375
Iteration 8F: 16 clusters Score -1.383527e+08 nChanged 87319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 3 contains 65884 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 9 contains 169123 members 
Mstep: Class 10 contains 10890 members 
Mstep: Class 11 contains 83689 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 221853 members 
Mstep: Class 15 contains 272865 members 
Mstep: Class 16 contains 40594 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 20 contains 6500 members 
Mstep: Class 21 contains 195601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138355696.000000 Penalty: 51721.984375
Iteration 9F: 16 clusters Score -1.383557e+08 nChanged 78301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 3 contains 66275 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 9 contains 154962 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 86149 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 3102 members 
Mstep: Class 14 contains 208617 members 
Mstep: Class 15 contains 299390 members 
Mstep: Class 16 contains 39788 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 196846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138348096.000000 Penalty: 51721.984375
Iteration 10F: 16 clusters Score -1.383481e+08 nChanged 62529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 3 contains 66596 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 9 contains 153014 members 
Mstep: Class 10 contains 9895 members 
Mstep: Class 11 contains 87503 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 208505 members 
Mstep: Class 15 contains 298340 members 
Mstep: Class 16 contains 40224 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 198768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138359152.000000 Penalty: 51721.984375
Iteration 11F: 16 clusters Score -1.383592e+08 nChanged 47648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 3 contains 66695 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 9 contains 155359 members 
Mstep: Class 10 contains 9725 members 
Mstep: Class 11 contains 88026 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 213267 members 
Mstep: Class 15 contains 288759 members 
Mstep: Class 16 contains 41326 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 199936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138374720.000000 Penalty: 51721.984375
Iteration 12Q: 16 clusters Score -1.383747e+08 nChanged 37523
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 3 contains 66578 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 9 contains 159880 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 88217 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 218049 members 
Mstep: Class 15 contains 277587 members 
Mstep: Class 16 contains 42849 members 
Mstep: Class 17 contains 5863 members 
Mstep: Class 20 contains 6136 members 
Mstep: Class 21 contains 200364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138389536.000000 Penalty: 51721.984375
Iteration 13Q: 16 clusters Score -1.383895e+08 nChanged 30469
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 3 contains 66424 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 9 contains 165207 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 88298 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 221419 members 
Mstep: Class 15 contains 267367 members 
Mstep: Class 16 contains 44790 members 
Mstep: Class 17 contains 5211 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 199973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138400000.000000 Penalty: 51721.984375
Iteration 14Q: 16 clusters Score -1.384e+08 nChanged 25978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 3 contains 66218 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 9 contains 171186 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 88169 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 223541 members 
Mstep: Class 15 contains 258122 members 
Mstep: Class 16 contains 47185 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 20 contains 5868 members 
Mstep: Class 21 contains 198867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138411856.000000 Penalty: 51721.984375
Iteration 15Q: 16 clusters Score -1.384119e+08 nChanged 22712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 3 contains 66002 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 7 contains 1518 members 
Mstep: Class 9 contains 176766 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 87843 members 
Mstep: Class 12 contains 9072 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 224979 members 
Mstep: Class 15 contains 250609 members 
Mstep: Class 16 contains 49941 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 196947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138421232.000000 Penalty: 51721.984375
Iteration 16Q: 16 clusters Score -1.384212e+08 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 3 contains 65736 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 7 contains 1335 members 
Mstep: Class 9 contains 181587 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 87449 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 225550 members 
Mstep: Class 15 contains 244580 members 
Mstep: Class 16 contains 53140 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 194819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138427280.000000 Penalty: 51721.984375
Iteration 17Q: 16 clusters Score -1.384273e+08 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 3 contains 65526 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 7 contains 1187 members 
Mstep: Class 9 contains 185790 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 87015 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 225635 members 
Mstep: Class 15 contains 239528 members 
Mstep: Class 16 contains 56657 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 192497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138433760.000000 Penalty: 51721.984375
Iteration 18Q: 16 clusters Score -1.384338e+08 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 3 contains 65337 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 9 contains 189310 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 86527 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 225296 members 
Mstep: Class 15 contains 235355 members 
Mstep: Class 16 contains 60283 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 190340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138439680.000000 Penalty: 51721.984375
Iteration 19Q: 16 clusters Score -1.384397e+08 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 3 contains 65150 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 9 contains 191964 members 
Mstep: Class 10 contains 9973 members 
Mstep: Class 11 contains 86013 members 
Mstep: Class 12 contains 10857 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 224763 members 
Mstep: Class 15 contains 231986 members 
Mstep: Class 16 contains 64094 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 188316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138443872.000000 Penalty: 51721.984375
Iteration 20F: 16 clusters Score -1.384439e+08 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 3 contains 64976 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 9 contains 193699 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 85382 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 224287 members 
Mstep: Class 15 contains 229135 members 
Mstep: Class 16 contains 68125 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 186588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138448240.000000 Penalty: 51721.984375
Iteration 21Q: 16 clusters Score -1.384482e+08 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 3 contains 64865 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 9 contains 194588 members 
Mstep: Class 10 contains 9884 members 
Mstep: Class 11 contains 84738 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 223939 members 
Mstep: Class 15 contains 226614 members 
Mstep: Class 16 contains 72355 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 185058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138452096.000000 Penalty: 51721.984375
Iteration 22Q: 16 clusters Score -1.384521e+08 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 3 contains 64762 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 9 contains 194659 members 
Mstep: Class 10 contains 9801 members 
Mstep: Class 11 contains 84087 members 
Mstep: Class 12 contains 11449 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 223432 members 
Mstep: Class 15 contains 224584 members 
Mstep: Class 16 contains 76951 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 183665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138455760.000000 Penalty: 51721.984375
Iteration 23Q: 16 clusters Score -1.384558e+08 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 3 contains 64670 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 9 contains 194201 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 83379 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 222781 members 
Mstep: Class 15 contains 222765 members 
Mstep: Class 16 contains 81783 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 20 contains 5778 members 
Mstep: Class 21 contains 182534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138459136.000000 Penalty: 51721.984375
Iteration 24Q: 16 clusters Score -1.384591e+08 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 3 contains 64588 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 9 contains 193401 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 82640 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 222136 members 
Mstep: Class 15 contains 220939 members 
Mstep: Class 16 contains 86929 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 181530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138461856.000000 Penalty: 51721.984375
Iteration 25Q: 16 clusters Score -1.384619e+08 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 3 contains 64522 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 9 contains 192183 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 11 contains 81805 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 221256 members 
Mstep: Class 15 contains 219404 members 
Mstep: Class 16 contains 92411 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 180606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138465424.000000 Penalty: 51721.984375
Iteration 26Q: 16 clusters Score -1.384654e+08 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 3 contains 64467 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 9 contains 190645 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 80948 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 220283 members 
Mstep: Class 15 contains 217978 members 
Mstep: Class 16 contains 98198 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 179732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138468384.000000 Penalty: 51721.984375
Iteration 27Q: 16 clusters Score -1.384684e+08 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 3 contains 64452 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 9 contains 189037 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 80099 members 
Mstep: Class 12 contains 11802 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 219204 members 
Mstep: Class 15 contains 216414 members 
Mstep: Class 16 contains 104241 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 20 contains 6044 members 
Mstep: Class 21 contains 178963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138471616.000000 Penalty: 51721.984375
Iteration 28Q: 16 clusters Score -1.384716e+08 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 3 contains 64432 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 9 contains 187055 members 
Mstep: Class 10 contains 9043 members 
Mstep: Class 11 contains 79266 members 
Mstep: Class 12 contains 11804 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 218100 members 
Mstep: Class 15 contains 214951 members 
Mstep: Class 16 contains 110556 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 178217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138474304.000000 Penalty: 51721.984375
Iteration 29Q: 16 clusters Score -1.384743e+08 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 3 contains 64410 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 9 contains 185102 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 78395 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 216760 members 
Mstep: Class 15 contains 213465 members 
Mstep: Class 16 contains 117137 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 20 contains 6104 members 
Mstep: Class 21 contains 177469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138477008.000000 Penalty: 51721.984375
Iteration 30Q: 16 clusters Score -1.38477e+08 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 3 contains 64409 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 183014 members 
Mstep: Class 10 contains 8783 members 
Mstep: Class 11 contains 77530 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 215327 members 
Mstep: Class 15 contains 211878 members 
Mstep: Class 16 contains 124036 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 176713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138480096.000000 Penalty: 51721.984375
Iteration 31Q: 16 clusters Score -1.384801e+08 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 3 contains 64408 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 9 contains 180904 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 76601 members 
Mstep: Class 12 contains 11788 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 213744 members 
Mstep: Class 15 contains 210234 members 
Mstep: Class 16 contains 131320 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 20 contains 6169 members 
Mstep: Class 21 contains 175863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138483008.000000 Penalty: 51721.984375
Iteration 32Q: 16 clusters Score -1.38483e+08 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 3 contains 64394 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 9 contains 178711 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 75677 members 
Mstep: Class 12 contains 11756 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 211883 members 
Mstep: Class 15 contains 208655 members 
Mstep: Class 16 contains 138986 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 174971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138486032.000000 Penalty: 51721.984375
Iteration 33Q: 16 clusters Score -1.38486e+08 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 3 contains 64385 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 9 contains 176435 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 74699 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 210039 members 
Mstep: Class 15 contains 207161 members 
Mstep: Class 16 contains 146766 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 174002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138488944.000000 Penalty: 51721.984375
Iteration 34Q: 16 clusters Score -1.384889e+08 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 3 contains 64381 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 9 contains 173922 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 73713 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 208239 members 
Mstep: Class 15 contains 205821 members 
Mstep: Class 16 contains 154662 members 
Mstep: Class 17 contains 3280 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 172972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138492672.000000 Penalty: 51721.984375
Iteration 35Q: 16 clusters Score -1.384927e+08 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 3 contains 64356 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 9 contains 171459 members 
Mstep: Class 10 contains 8264 members 
Mstep: Class 11 contains 72770 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 206455 members 
Mstep: Class 15 contains 204303 members 
Mstep: Class 16 contains 162647 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 171995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138496256.000000 Penalty: 51721.984375
Iteration 36Q: 16 clusters Score -1.384963e+08 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 3 contains 64333 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 9 contains 169091 members 
Mstep: Class 10 contains 8139 members 
Mstep: Class 11 contains 71927 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 204651 members 
Mstep: Class 15 contains 202839 members 
Mstep: Class 16 contains 170514 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 170924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138499088.000000 Penalty: 51721.984375
Iteration 37Q: 16 clusters Score -1.384991e+08 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 3 contains 64310 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 9 contains 166472 members 
Mstep: Class 10 contains 8011 members 
Mstep: Class 11 contains 71095 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 203621 members 
Mstep: Class 15 contains 201322 members 
Mstep: Class 16 contains 177970 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 169794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138501600.000000 Penalty: 51721.984375
Iteration 38Q: 16 clusters Score -1.385016e+08 nChanged 13897
Entering ConstructFrom: 
Score: -138501600.000000 Penalty: 51721.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -153895.750000 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -153895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151852.968750 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -151853 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152454.171875 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -152454.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152887.671875 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -152887.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -153479.093750 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -153479.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154168.593750 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -154168.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -154635.921875 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -154635.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -154853.390625 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -154853.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -154921.671875 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -154921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -154935.828125 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -154935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -154935.828125 Penalty: 3572.889160
	Iteration 9F: 3 clusters Score -154935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 307 members 
Mstep: Class 3 contains 64296 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 70297 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 202829 members 
Mstep: Class 15 contains 199856 members 
Mstep: Class 16 contains 184816 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 168756 members 
Entering Unmasked Estep 
Score: -138501360.000000 Penalty: 55170.117188
Splitting cluster 1 changes total score from -138501600.000000 to -138501360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (64296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Entering Unmasked Estep 
Score: -8321572.500000 Penalty: 2745.670654
	Iteration 0F: 2 clusters Score -8321572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8278553.500000 Penalty: 5491.341309
	Iteration 0F: 3 clusters Score -8278554 nChanged 30078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -8295122.000000 Penalty: 5491.341309
	Iteration 1F: 3 clusters Score -8295122 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -8295782.000000 Penalty: 5491.341309
	Iteration 2Q: 3 clusters Score -8295782 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -8296462.000000 Penalty: 5491.341309
	Iteration 3Q: 3 clusters Score -8296462 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -8297613.500000 Penalty: 5491.341309
	Iteration 4Q: 3 clusters Score -8297614 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8299404.500000 Penalty: 5491.341309
	Iteration 5F: 3 clusters Score -8299404 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8302437.500000 Penalty: 5491.341309
	Iteration 6F: 3 clusters Score -8302438 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -8306637.500000 Penalty: 5491.341309
	Iteration 7F: 3 clusters Score -8306638 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -8311059.000000 Penalty: 5491.341309
	Iteration 8F: 3 clusters Score -8311059 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8314430.500000 Penalty: 5491.341309
	Iteration 9F: 3 clusters Score -8314430 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8316424.000000 Penalty: 5491.341309
	Iteration 10Q: 3 clusters Score -8316424 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8317541.000000 Penalty: 5491.341309
	Iteration 11Q: 3 clusters Score -8317541 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8318199.000000 Penalty: 5491.341309
	Iteration 12Q: 3 clusters Score -8318199 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8318608.500000 Penalty: 5491.341309
	Iteration 13Q: 3 clusters Score -8318608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8318871.500000 Penalty: 5491.341309
	Iteration 14Q: 3 clusters Score -8318872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8318993.500000 Penalty: 5491.341309
	Iteration 15Q: 3 clusters Score -8318994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8319063.500000 Penalty: 5491.341309
	Iteration 16Q: 3 clusters Score -8319064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8319114.000000 Penalty: 5491.341309
	Iteration 17Q: 3 clusters Score -8319114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8319141.500000 Penalty: 5491.341309
	Iteration 18Q: 3 clusters Score -8319142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8319164.500000 Penalty: 5491.341309
	Iteration 19Q: 3 clusters Score -8319164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8319166.000000 Penalty: 5491.341309
	Iteration 20F: 3 clusters Score -8319166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8319182.000000 Penalty: 5491.341309
	Iteration 21Q: 3 clusters Score -8319182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8319180.000000 Penalty: 5491.341309
	Iteration 22Q: 3 clusters Score -8319180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8319179.500000 Penalty: 5491.341309
	Iteration 23Q: 3 clusters Score -8319180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8319184.500000 Penalty: 5491.341309
	Iteration 24Q: 3 clusters Score -8319184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8319186.000000 Penalty: 5491.341309
	Iteration 25Q: 3 clusters Score -8319186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8319180.500000 Penalty: 5491.341309
	Iteration 26Q: 3 clusters Score -8319180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8319184.500000 Penalty: 5491.341309
	Iteration 27Q: 3 clusters Score -8319184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8319187.000000 Penalty: 5491.341309
	Iteration 28Q: 3 clusters Score -8319187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8319186.000000 Penalty: 5491.341309
	Iteration 29Q: 3 clusters Score -8319186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8319195.000000 Penalty: 5491.341309
	Iteration 30Q: 3 clusters Score -8319195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8319196.500000 Penalty: 5491.341309
	Iteration 31Q: 3 clusters Score -8319196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8319203.500000 Penalty: 5491.341309
	Iteration 32Q: 3 clusters Score -8319204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8319202.500000 Penalty: 5491.341309
	Iteration 33Q: 3 clusters Score -8319202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8319206.000000 Penalty: 5491.341309
	Iteration 34Q: 3 clusters Score -8319206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8319203.500000 Penalty: 5491.341309
	Iteration 35Q: 3 clusters Score -8319204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8319203.500000 Penalty: 5491.341309
	Iteration 36Q: 3 clusters Score -8319204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8319213.500000 Penalty: 5491.341309
	Iteration 37Q: 3 clusters Score -8319214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8319213.500000 Penalty: 5491.341309
	Iteration 38Q: 3 clusters Score -8319214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8319217.000000 Penalty: 5491.341309
	Iteration 39Q: 3 clusters Score -8319217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8319217.000000 Penalty: 5491.341309
	Iteration 40F: 3 clusters Score -8319217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8319216.500000 Penalty: 5491.341309
	Iteration 41Q: 3 clusters Score -8319216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8319216.500000 Penalty: 5491.341309
	Iteration 42F: 3 clusters Score -8319216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -499765.718750 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -499765.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -495901.250000 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -495901.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -496763.218750 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -496763.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -496934.593750 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -496934.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -497016.375000 Penalty: 4115.581543
	Iteration 3Q: 3 clusters Score -497016.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -497072.687500 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -497072.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -497112.625000 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -497112.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -497140.781250 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -497140.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -497171.625000 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -497171.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -497199.687500 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -497199.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -497225.781250 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -497225.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -497244.656250 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -497244.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -497262.968750 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -497263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497275.156250 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -497275.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -497287.500000 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -497287.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -497299.937500 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -497299.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -497313.781250 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -497313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -497328.125000 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -497328.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -497349.312500 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -497349.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -497360.843750 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -497360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497373.156250 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -497373.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -497385.500000 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -497385.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -497398.812500 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -497398.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -497410.468750 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -497410.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497422.125000 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -497422.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -497429.125000 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -497429.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -497432.187500 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -497432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -497435.781250 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -497435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -497439.718750 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -497439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -497441.562500 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -497441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -497446.281250 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -497446.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -497453.000000 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -497453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -497458.437500 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -497458.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497462.968750 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -497463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -497467.656250 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -497467.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497472.750000 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -497472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497479.968750 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -497480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -497486.093750 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -497486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -497490.125000 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -497490.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -497495.218750 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -497495.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -497499.000000 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -497499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -497504.093750 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -497504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497506.937500 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -497506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497508.375000 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -497508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -497508.375000 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -497508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497508.593750 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -497508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497510.000000 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -497510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -497510.500000 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -497510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -497510.812500 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -497510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -497512.062500 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -497512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -497513.812500 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -497513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497515.000000 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -497515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -497516.031250 Penalty: 4115.581543
	Iteration 51Q: 3 clusters Score -497516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497515.812500 Penalty: 4115.581543
	Iteration 52Q: 3 clusters Score -497515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -497516.156250 Penalty: 4115.581543
	Iteration 53Q: 3 clusters Score -497516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -497517.937500 Penalty: 4115.581543
	Iteration 54Q: 3 clusters Score -497517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -497517.625000 Penalty: 4115.581543
	Iteration 55Q: 3 clusters Score -497517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -497519.625000 Penalty: 4115.581543
	Iteration 56Q: 3 clusters Score -497519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -497518.968750 Penalty: 4115.581543
	Iteration 57Q: 3 clusters Score -497519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497522.375000 Penalty: 4115.581543
	Iteration 58Q: 3 clusters Score -497522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497523.750000 Penalty: 4115.581543
	Iteration 59Q: 3 clusters Score -497523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -497525.437500 Penalty: 4115.581543
	Iteration 60F: 3 clusters Score -497525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -497525.218750 Penalty: 4115.581543
	Iteration 61Q: 3 clusters Score -497525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -497525.375000 Penalty: 4115.581543
	Iteration 62Q: 3 clusters Score -497525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -497526.437500 Penalty: 4115.581543
	Iteration 63Q: 3 clusters Score -497526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -497526.593750 Penalty: 4115.581543
	Iteration 64Q: 3 clusters Score -497526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -497526.937500 Penalty: 4115.581543
	Iteration 65Q: 3 clusters Score -497526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -497528.031250 Penalty: 4115.581543
	Iteration 66Q: 3 clusters Score -497528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -497530.750000 Penalty: 4115.581543
	Iteration 67Q: 3 clusters Score -497530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -497532.781250 Penalty: 4115.581543
	Iteration 68Q: 3 clusters Score -497532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -497532.812500 Penalty: 4115.581543
	Iteration 69Q: 3 clusters Score -497532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -497532.812500 Penalty: 4115.581543
	Iteration 70F: 3 clusters Score -497532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -52723.867188 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -52723.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51230.074219 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -51230.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51401.289062 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -51401.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51441.113281 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -51441.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51449.609375 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -51449.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51457.328125 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -51457.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51457.328125 Penalty: 3041.088379
	Iteration 5F: 3 clusters Score -51457.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Entering Unmasked Estep 
Score: -21262964.000000 Penalty: 2977.948975
	Iteration 0F: 2 clusters Score -2.126296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -21155444.000000 Penalty: 5955.897949
	Iteration 0F: 3 clusters Score -2.115544e+07 nChanged 78531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -21200982.000000 Penalty: 5955.897949
	Iteration 1F: 3 clusters Score -2.120098e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -21201832.000000 Penalty: 5955.897949
	Iteration 2Q: 3 clusters Score -2.120183e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -21203212.000000 Penalty: 5955.897949
	Iteration 3Q: 3 clusters Score -2.120321e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -21205148.000000 Penalty: 5955.897949
	Iteration 4Q: 3 clusters Score -2.120515e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -21207868.000000 Penalty: 5955.897949
	Iteration 5Q: 3 clusters Score -2.120787e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -21212154.000000 Penalty: 5955.897949
	Iteration 6Q: 3 clusters Score -2.121215e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -21218608.000000 Penalty: 5955.897949
	Iteration 7F: 3 clusters Score -2.121861e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -21226562.000000 Penalty: 5955.897949
	Iteration 8F: 3 clusters Score -2.122656e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -21234290.000000 Penalty: 5955.897949
	Iteration 9F: 3 clusters Score -2.123429e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -21238810.000000 Penalty: 5955.897949
	Iteration 10F: 3 clusters Score -2.123881e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -21240564.000000 Penalty: 5955.897949
	Iteration 11Q: 3 clusters Score -2.124056e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -21241156.000000 Penalty: 5955.897949
	Iteration 12Q: 3 clusters Score -2.124116e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -21241428.000000 Penalty: 5955.897949
	Iteration 13Q: 3 clusters Score -2.124143e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -21241518.000000 Penalty: 5955.897949
	Iteration 14Q: 3 clusters Score -2.124152e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -21241632.000000 Penalty: 5955.897949
	Iteration 15Q: 3 clusters Score -2.124163e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -21241736.000000 Penalty: 5955.897949
	Iteration 16Q: 3 clusters Score -2.124174e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -21241812.000000 Penalty: 5955.897949
	Iteration 17Q: 3 clusters Score -2.124181e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -21241954.000000 Penalty: 5955.897949
	Iteration 18Q: 3 clusters Score -2.124195e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -21242054.000000 Penalty: 5955.897949
	Iteration 19Q: 3 clusters Score -2.124205e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -21242100.000000 Penalty: 5955.897949
	Iteration 20F: 3 clusters Score -2.12421e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -21242294.000000 Penalty: 5955.897949
	Iteration 21Q: 3 clusters Score -2.124229e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -21242470.000000 Penalty: 5955.897949
	Iteration 22Q: 3 clusters Score -2.124247e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -21242624.000000 Penalty: 5955.897949
	Iteration 23Q: 3 clusters Score -2.124262e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -21242880.000000 Penalty: 5955.897949
	Iteration 24Q: 3 clusters Score -2.124288e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -21242990.000000 Penalty: 5955.897949
	Iteration 25Q: 3 clusters Score -2.124299e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -21243218.000000 Penalty: 5955.897949
	Iteration 26Q: 3 clusters Score -2.124322e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -21243456.000000 Penalty: 5955.897949
	Iteration 27Q: 3 clusters Score -2.124346e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -21243606.000000 Penalty: 5955.897949
	Iteration 28Q: 3 clusters Score -2.124361e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -21243912.000000 Penalty: 5955.897949
	Iteration 29Q: 3 clusters Score -2.124391e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -21244112.000000 Penalty: 5955.897949
	Iteration 30Q: 3 clusters Score -2.124411e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -21244420.000000 Penalty: 5955.897949
	Iteration 31Q: 3 clusters Score -2.124442e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -21244644.000000 Penalty: 5955.897949
	Iteration 32Q: 3 clusters Score -2.124464e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -21245028.000000 Penalty: 5955.897949
	Iteration 33Q: 3 clusters Score -2.124503e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -21245460.000000 Penalty: 5955.897949
	Iteration 34Q: 3 clusters Score -2.124546e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -21245842.000000 Penalty: 5955.897949
	Iteration 35Q: 3 clusters Score -2.124584e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -21246100.000000 Penalty: 5955.897949
	Iteration 36Q: 3 clusters Score -2.12461e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -21246266.000000 Penalty: 5955.897949
	Iteration 37Q: 3 clusters Score -2.124627e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -21246574.000000 Penalty: 5955.897949
	Iteration 38Q: 3 clusters Score -2.124657e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -21246872.000000 Penalty: 5955.897949
	Iteration 39Q: 3 clusters Score -2.124687e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -21247134.000000 Penalty: 5955.897949
	Iteration 40F: 3 clusters Score -2.124713e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -21247422.000000 Penalty: 5955.897949
	Iteration 41Q: 3 clusters Score -2.124742e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -21247676.000000 Penalty: 5955.897949
	Iteration 42Q: 3 clusters Score -2.124768e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -21247966.000000 Penalty: 5955.897949
	Iteration 43Q: 3 clusters Score -2.124797e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 120893 members 
Entering Unmasked Estep 
Score: -21248138.000000 Penalty: 5955.897949
	Iteration 44Q: 3 clusters Score -2.124814e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -21248350.000000 Penalty: 5955.897949
	Iteration 45Q: 3 clusters Score -2.124835e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -21248578.000000 Penalty: 5955.897949
	Iteration 46Q: 3 clusters Score -2.124858e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 125191 members 
Entering Unmasked Estep 
Score: -21248864.000000 Penalty: 5955.897949
	Iteration 47Q: 3 clusters Score -2.124886e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -21249194.000000 Penalty: 5955.897949
	Iteration 48Q: 3 clusters Score -2.124919e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -21249488.000000 Penalty: 5955.897949
	Iteration 49Q: 3 clusters Score -2.124949e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -21249828.000000 Penalty: 5955.897949
	Iteration 50Q: 3 clusters Score -2.124983e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -21250132.000000 Penalty: 5955.897949
	Iteration 51Q: 3 clusters Score -2.125013e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -21250452.000000 Penalty: 5955.897949
	Iteration 52Q: 3 clusters Score -2.125045e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -21250774.000000 Penalty: 5955.897949
	Iteration 53Q: 3 clusters Score -2.125077e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 136492 members 
Entering Unmasked Estep 
Score: -21251162.000000 Penalty: 5955.897949
	Iteration 54Q: 3 clusters Score -2.125116e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -21251568.000000 Penalty: 5955.897949
	Iteration 55Q: 3 clusters Score -2.125157e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 139911 members 
Entering Unmasked Estep 
Score: -21252098.000000 Penalty: 5955.897949
	Iteration 56Q: 3 clusters Score -2.12521e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 141520 members 
Entering Unmasked Estep 
Score: -21252546.000000 Penalty: 5955.897949
	Iteration 57Q: 3 clusters Score -2.125255e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 143177 members 
Entering Unmasked Estep 
Score: -21253136.000000 Penalty: 5955.897949
	Iteration 58Q: 3 clusters Score -2.125314e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -21253534.000000 Penalty: 5955.897949
	Iteration 59Q: 3 clusters Score -2.125353e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -21254158.000000 Penalty: 5955.897949
	Iteration 60F: 3 clusters Score -2.125416e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -21254628.000000 Penalty: 5955.897949
	Iteration 61Q: 3 clusters Score -2.125463e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -21255142.000000 Penalty: 5955.897949
	Iteration 62Q: 3 clusters Score -2.125514e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -21255664.000000 Penalty: 5955.897949
	Iteration 63Q: 3 clusters Score -2.125566e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -21256296.000000 Penalty: 5955.897949
	Iteration 64Q: 3 clusters Score -2.12563e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -21256744.000000 Penalty: 5955.897949
	Iteration 65Q: 3 clusters Score -2.125674e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -21257274.000000 Penalty: 5955.897949
	Iteration 66Q: 3 clusters Score -2.125727e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 155584 members 
Entering Unmasked Estep 
Score: -21257776.000000 Penalty: 5955.897949
	Iteration 67Q: 3 clusters Score -2.125778e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -21258154.000000 Penalty: 5955.897949
	Iteration 68Q: 3 clusters Score -2.125815e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -21258638.000000 Penalty: 5955.897949
	Iteration 69Q: 3 clusters Score -2.125864e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -21258980.000000 Penalty: 5955.897949
	Iteration 70Q: 3 clusters Score -2.125898e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -21259236.000000 Penalty: 5955.897949
	Iteration 71Q: 3 clusters Score -2.125924e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -21259504.000000 Penalty: 5955.897949
	Iteration 72Q: 3 clusters Score -2.12595e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -21259602.000000 Penalty: 5955.897949
	Iteration 73Q: 3 clusters Score -2.12596e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -21259840.000000 Penalty: 5955.897949
	Iteration 74Q: 3 clusters Score -2.125984e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 160163 members 
Entering Unmasked Estep 
Score: -21259940.000000 Penalty: 5955.897949
	Iteration 75Q: 3 clusters Score -2.125994e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -21260054.000000 Penalty: 5955.897949
	Iteration 76Q: 3 clusters Score -2.126005e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -21260164.000000 Penalty: 5955.897949
	Iteration 77Q: 3 clusters Score -2.126016e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 160762 members 
Entering Unmasked Estep 
Score: -21260234.000000 Penalty: 5955.897949
	Iteration 78Q: 3 clusters Score -2.126023e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 160908 members 
Entering Unmasked Estep 
Score: -21260286.000000 Penalty: 5955.897949
	Iteration 79Q: 3 clusters Score -2.126029e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -21260314.000000 Penalty: 5955.897949
	Iteration 80F: 3 clusters Score -2.126031e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -21260344.000000 Penalty: 5955.897949
	Iteration 81Q: 3 clusters Score -2.126034e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -21260314.000000 Penalty: 5955.897949
	Iteration 82Q: 3 clusters Score -2.126031e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -21260350.000000 Penalty: 5955.897949
	Iteration 83Q: 3 clusters Score -2.126035e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -21260376.000000 Penalty: 5955.897949
	Iteration 84Q: 3 clusters Score -2.126038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -21260390.000000 Penalty: 5955.897949
	Iteration 85Q: 3 clusters Score -2.126039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 161437 members 
Entering Unmasked Estep 
Score: -21260380.000000 Penalty: 5955.897949
	Iteration 86Q: 3 clusters Score -2.126038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -21260374.000000 Penalty: 5955.897949
	Iteration 87Q: 3 clusters Score -2.126037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -21260390.000000 Penalty: 5955.897949
	Iteration 88Q: 3 clusters Score -2.126039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -21260394.000000 Penalty: 5955.897949
	Iteration 89Q: 3 clusters Score -2.126039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 161534 members 
Entering Unmasked Estep 
Score: -21260414.000000 Penalty: 5955.897949
	Iteration 90Q: 3 clusters Score -2.126041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -21260410.000000 Penalty: 5955.897949
	Iteration 91Q: 3 clusters Score -2.126041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -21260430.000000 Penalty: 5955.897949
	Iteration 92Q: 3 clusters Score -2.126043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -21260418.000000 Penalty: 5955.897949
	Iteration 93Q: 3 clusters Score -2.126042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -21260402.000000 Penalty: 5955.897949
	Iteration 94Q: 3 clusters Score -2.12604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -21260394.000000 Penalty: 5955.897949
	Iteration 95Q: 3 clusters Score -2.126039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -21260384.000000 Penalty: 5955.897949
	Iteration 96Q: 3 clusters Score -2.126038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -21260396.000000 Penalty: 5955.897949
	Iteration 97Q: 3 clusters Score -2.12604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -21260412.000000 Penalty: 5955.897949
	Iteration 98Q: 3 clusters Score -2.126041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -21260416.000000 Penalty: 5955.897949
	Iteration 99Q: 3 clusters Score -2.126042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -21260412.000000 Penalty: 5955.897949
	Iteration 100F: 3 clusters Score -2.126041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -21260410.000000 Penalty: 5955.897949
	Iteration 101Q: 3 clusters Score -2.126041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -21260430.000000 Penalty: 5955.897949
	Iteration 102Q: 3 clusters Score -2.126043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 161813 members 
Entering Unmasked Estep 
Score: -21260428.000000 Penalty: 5955.897949
	Iteration 103Q: 3 clusters Score -2.126043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -21260414.000000 Penalty: 5955.897949
	Iteration 104Q: 3 clusters Score -2.126041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 161837 members 
Entering Unmasked Estep 
Score: -21260426.000000 Penalty: 5955.897949
	Iteration 105Q: 3 clusters Score -2.126043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 161848 members 
Entering Unmasked Estep 
Score: -21260430.000000 Penalty: 5955.897949
	Iteration 106Q: 3 clusters Score -2.126043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -21260434.000000 Penalty: 5955.897949
	Iteration 107Q: 3 clusters Score -2.126043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -21260440.000000 Penalty: 5955.897949
	Iteration 108Q: 3 clusters Score -2.126044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -21260444.000000 Penalty: 5955.897949
	Iteration 109Q: 3 clusters Score -2.126044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -21260432.000000 Penalty: 5955.897949
	Iteration 110Q: 3 clusters Score -2.126043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -21260444.000000 Penalty: 5955.897949
	Iteration 111Q: 3 clusters Score -2.126044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -21260446.000000 Penalty: 5955.897949
	Iteration 112Q: 3 clusters Score -2.126045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -21260462.000000 Penalty: 5955.897949
	Iteration 113Q: 3 clusters Score -2.126046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 161906 members 
Entering Unmasked Estep 
Score: -21260454.000000 Penalty: 5955.897949
	Iteration 114Q: 3 clusters Score -2.126045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -21260454.000000 Penalty: 5955.897949
	Iteration 115Q: 3 clusters Score -2.126045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -21260454.000000 Penalty: 5955.897949
	Iteration 116Q: 3 clusters Score -2.126045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -21260438.000000 Penalty: 5955.897949
	Iteration 117Q: 3 clusters Score -2.126044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -21260434.000000 Penalty: 5955.897949
	Iteration 118Q: 3 clusters Score -2.126043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -21260434.000000 Penalty: 5955.897949
	Iteration 119Q: 3 clusters Score -2.126043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -21260442.000000 Penalty: 5955.897949
	Iteration 120F: 3 clusters Score -2.126044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -21260436.000000 Penalty: 5955.897949
	Iteration 121Q: 3 clusters Score -2.126044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -21260430.000000 Penalty: 5955.897949
	Iteration 122Q: 3 clusters Score -2.126043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -21260430.000000 Penalty: 5955.897949
	Iteration 123Q: 3 clusters Score -2.126043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -21260412.000000 Penalty: 5955.897949
	Iteration 124Q: 3 clusters Score -2.126041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -21260414.000000 Penalty: 5955.897949
	Iteration 125Q: 3 clusters Score -2.126041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -21260420.000000 Penalty: 5955.897949
	Iteration 126Q: 3 clusters Score -2.126042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -21260416.000000 Penalty: 5955.897949
	Iteration 127Q: 3 clusters Score -2.126042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -21260408.000000 Penalty: 5955.897949
	Iteration 128Q: 3 clusters Score -2.126041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -21260416.000000 Penalty: 5955.897949
	Iteration 129Q: 3 clusters Score -2.126042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -21260424.000000 Penalty: 5955.897949
	Iteration 130Q: 3 clusters Score -2.126042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -21260446.000000 Penalty: 5955.897949
	Iteration 131Q: 3 clusters Score -2.126045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -21260434.000000 Penalty: 5955.897949
	Iteration 132Q: 3 clusters Score -2.126043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -21260452.000000 Penalty: 5955.897949
	Iteration 133Q: 3 clusters Score -2.126045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -21260456.000000 Penalty: 5955.897949
	Iteration 134Q: 3 clusters Score -2.126046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -21260466.000000 Penalty: 5955.897949
	Iteration 135Q: 3 clusters Score -2.126047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -21260456.000000 Penalty: 5955.897949
	Iteration 136Q: 3 clusters Score -2.126046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -21260462.000000 Penalty: 5955.897949
	Iteration 137Q: 3 clusters Score -2.126046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -21260484.000000 Penalty: 5955.897949
	Iteration 138Q: 3 clusters Score -2.126048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -21260458.000000 Penalty: 5955.897949
	Iteration 139Q: 3 clusters Score -2.126046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -21260476.000000 Penalty: 5955.897949
	Iteration 140F: 3 clusters Score -2.126048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 161998 members 
Entering Unmasked Estep 
Score: -21260480.000000 Penalty: 5955.897949
	Iteration 141Q: 3 clusters Score -2.126048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 162005 members 
Entering Unmasked Estep 
Score: -21260492.000000 Penalty: 5955.897949
	Iteration 142Q: 3 clusters Score -2.126049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -21260500.000000 Penalty: 5955.897949
	Iteration 143Q: 3 clusters Score -2.12605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 162012 members 
Entering Unmasked Estep 
Score: -21260500.000000 Penalty: 5955.897949
	Iteration 144Q: 3 clusters Score -2.12605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -21260484.000000 Penalty: 5955.897949
	Iteration 145Q: 3 clusters Score -2.126048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -21260484.000000 Penalty: 5955.897949
	Iteration 146Q: 3 clusters Score -2.126048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 162024 members 
Entering Unmasked Estep 
Score: -21260494.000000 Penalty: 5955.897949
	Iteration 147Q: 3 clusters Score -2.126049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -21260498.000000 Penalty: 5955.897949
	Iteration 148Q: 3 clusters Score -2.12605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 149Q: 3 clusters Score -2.126049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -21260496.000000 Penalty: 5955.897949
	Iteration 150Q: 3 clusters Score -2.12605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 151Q: 3 clusters Score -2.126049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 152Q: 3 clusters Score -2.126049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 162034 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 153Q: 3 clusters Score -2.126049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -21260474.000000 Penalty: 5955.897949
	Iteration 154Q: 3 clusters Score -2.126047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -21260476.000000 Penalty: 5955.897949
	Iteration 155Q: 3 clusters Score -2.126048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 162042 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 156Q: 3 clusters Score -2.126049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 162042 members 
Entering Unmasked Estep 
Score: -21260490.000000 Penalty: 5955.897949
	Iteration 157F: 3 clusters Score -2.126049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -974046.562500 Penalty: 2224.730225
	Iteration 0F: 2 clusters Score -974046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -967731.000000 Penalty: 4449.460449
	Iteration 0F: 3 clusters Score -967731 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -969509.187500 Penalty: 4449.460449
	Iteration 1F: 3 clusters Score -969509.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -970022.125000 Penalty: 4449.460449
	Iteration 2F: 3 clusters Score -970022.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -970640.312500 Penalty: 4449.460449
	Iteration 3F: 3 clusters Score -970640.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -971346.812500 Penalty: 4449.460449
	Iteration 4F: 3 clusters Score -971346.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -971851.125000 Penalty: 4449.460449
	Iteration 5F: 3 clusters Score -971851.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -972244.437500 Penalty: 4449.460449
	Iteration 6F: 3 clusters Score -972244.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -972639.750000 Penalty: 4449.460449
	Iteration 7F: 3 clusters Score -972639.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -973044.500000 Penalty: 4449.460449
	Iteration 8Q: 3 clusters Score -973044.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -973545.875000 Penalty: 4449.460449
	Iteration 9F: 3 clusters Score -973545.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -974066.187500 Penalty: 4449.460449
	Iteration 10Q: 3 clusters Score -974066.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -974711.750000 Penalty: 4449.460449
	Iteration 11Q: 3 clusters Score -974711.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -975785.187500 Penalty: 4449.460449
	Iteration 12Q: 3 clusters Score -975785.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -977882.750000 Penalty: 4449.460449
	Iteration 13F: 3 clusters Score -977882.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -979139.687500 Penalty: 4449.460449
	Iteration 14Q: 3 clusters Score -979139.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -979236.375000 Penalty: 4449.460449
	Iteration 15Q: 3 clusters Score -979236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -979243.687500 Penalty: 4449.460449
	Iteration 16Q: 3 clusters Score -979243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -979246.562500 Penalty: 4449.460449
	Iteration 17Q: 3 clusters Score -979246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -979248.187500 Penalty: 4449.460449
	Iteration 18Q: 3 clusters Score -979248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -979248.187500 Penalty: 4449.460449
	Iteration 19F: 3 clusters Score -979248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 64296 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 70297 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 202829 members 
Mstep: Class 15 contains 199856 members 
Mstep: Class 16 contains 184816 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 168756 members 
Entering Unmasked Estep 
Score: -138505680.000000 Penalty: 55170.117188
Splitting cluster 10 changes total score from -138501600.000000 to -138505680.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (70297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Entering Unmasked Estep 
Score: -8866610.000000 Penalty: 2767.800049
	Iteration 0F: 2 clusters Score -8866610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -8819521.000000 Penalty: 5535.600098
	Iteration 0F: 3 clusters Score -8819521 nChanged 32883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8837652.000000 Penalty: 5535.600098
	Iteration 1F: 3 clusters Score -8837652 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -8838280.000000 Penalty: 5535.600098
	Iteration 2Q: 3 clusters Score -8838280 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -8839004.000000 Penalty: 5535.600098
	Iteration 3Q: 3 clusters Score -8839004 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -8839826.000000 Penalty: 5535.600098
	Iteration 4Q: 3 clusters Score -8839826 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8841153.000000 Penalty: 5535.600098
	Iteration 5Q: 3 clusters Score -8841153 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8843408.000000 Penalty: 5535.600098
	Iteration 6F: 3 clusters Score -8843408 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -8847160.000000 Penalty: 5535.600098
	Iteration 7F: 3 clusters Score -8847160 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -8852463.000000 Penalty: 5535.600098
	Iteration 8F: 3 clusters Score -8852463 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -8858021.000000 Penalty: 5535.600098
	Iteration 9F: 3 clusters Score -8858021 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8861728.000000 Penalty: 5535.600098
	Iteration 10F: 3 clusters Score -8861728 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8863324.000000 Penalty: 5535.600098
	Iteration 11Q: 3 clusters Score -8863324 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8863849.000000 Penalty: 5535.600098
	Iteration 12Q: 3 clusters Score -8863849 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8864020.000000 Penalty: 5535.600098
	Iteration 13Q: 3 clusters Score -8864020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8864105.000000 Penalty: 5535.600098
	Iteration 14Q: 3 clusters Score -8864105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8864141.000000 Penalty: 5535.600098
	Iteration 15Q: 3 clusters Score -8864141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8864156.000000 Penalty: 5535.600098
	Iteration 16Q: 3 clusters Score -8864156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8864175.000000 Penalty: 5535.600098
	Iteration 17Q: 3 clusters Score -8864175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8864181.000000 Penalty: 5535.600098
	Iteration 18Q: 3 clusters Score -8864181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8864182.000000 Penalty: 5535.600098
	Iteration 19Q: 3 clusters Score -8864182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8864182.000000 Penalty: 5535.600098
	Iteration 20F: 3 clusters Score -8864182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Entering Unmasked Estep 
Score: -1458086.500000 Penalty: 2319.578857
	Iteration 0F: 2 clusters Score -1458086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1449460.000000 Penalty: 4639.157715
	Iteration 0F: 3 clusters Score -1449460 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1452004.625000 Penalty: 4639.157715
	Iteration 1F: 3 clusters Score -1452005 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1452314.500000 Penalty: 4639.157715
	Iteration 2F: 3 clusters Score -1452314 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1452593.125000 Penalty: 4639.157715
	Iteration 3F: 3 clusters Score -1452593 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1452881.375000 Penalty: 4639.157715
	Iteration 4Q: 3 clusters Score -1452881 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1453172.000000 Penalty: 4639.157715
	Iteration 5Q: 3 clusters Score -1453172 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1453494.875000 Penalty: 4639.157715
	Iteration 6Q: 3 clusters Score -1453495 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1453824.500000 Penalty: 4639.157715
	Iteration 7Q: 3 clusters Score -1453824 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1454168.625000 Penalty: 4639.157715
	Iteration 8Q: 3 clusters Score -1454169 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1454541.875000 Penalty: 4639.157715
	Iteration 9Q: 3 clusters Score -1454542 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1454906.625000 Penalty: 4639.157715
	Iteration 10Q: 3 clusters Score -1454907 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1455212.125000 Penalty: 4639.157715
	Iteration 11Q: 3 clusters Score -1455212 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1455447.375000 Penalty: 4639.157715
	Iteration 12Q: 3 clusters Score -1455447 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1455610.875000 Penalty: 4639.157715
	Iteration 13Q: 3 clusters Score -1455611 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1455756.000000 Penalty: 4639.157715
	Iteration 14Q: 3 clusters Score -1455756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1455856.375000 Penalty: 4639.157715
	Iteration 15Q: 3 clusters Score -1455856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1455934.750000 Penalty: 4639.157715
	Iteration 16Q: 3 clusters Score -1455935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1456008.375000 Penalty: 4639.157715
	Iteration 17Q: 3 clusters Score -1456008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1456055.875000 Penalty: 4639.157715
	Iteration 18Q: 3 clusters Score -1456056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1456087.875000 Penalty: 4639.157715
	Iteration 19Q: 3 clusters Score -1456088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1456108.125000 Penalty: 4639.157715
	Iteration 20F: 3 clusters Score -1456108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1456120.500000 Penalty: 4639.157715
	Iteration 21Q: 3 clusters Score -1456120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1456140.250000 Penalty: 4639.157715
	Iteration 22Q: 3 clusters Score -1456140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1456159.750000 Penalty: 4639.157715
	Iteration 23Q: 3 clusters Score -1456160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1456174.125000 Penalty: 4639.157715
	Iteration 24Q: 3 clusters Score -1456174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1456187.500000 Penalty: 4639.157715
	Iteration 25Q: 3 clusters Score -1456188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1456193.000000 Penalty: 4639.157715
	Iteration 26Q: 3 clusters Score -1456193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1456195.750000 Penalty: 4639.157715
	Iteration 27Q: 3 clusters Score -1456196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1456201.125000 Penalty: 4639.157715
	Iteration 28Q: 3 clusters Score -1456201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1456209.500000 Penalty: 4639.157715
	Iteration 29Q: 3 clusters Score -1456210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1456216.625000 Penalty: 4639.157715
	Iteration 30Q: 3 clusters Score -1456217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1456227.750000 Penalty: 4639.157715
	Iteration 31Q: 3 clusters Score -1456228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1456241.375000 Penalty: 4639.157715
	Iteration 32Q: 3 clusters Score -1456241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1456259.125000 Penalty: 4639.157715
	Iteration 33Q: 3 clusters Score -1456259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1456282.875000 Penalty: 4639.157715
	Iteration 34Q: 3 clusters Score -1456283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1456308.750000 Penalty: 4639.157715
	Iteration 35Q: 3 clusters Score -1456309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1456344.750000 Penalty: 4639.157715
	Iteration 36Q: 3 clusters Score -1456345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1456371.375000 Penalty: 4639.157715
	Iteration 37Q: 3 clusters Score -1456371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1456389.875000 Penalty: 4639.157715
	Iteration 38Q: 3 clusters Score -1456390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1456404.375000 Penalty: 4639.157715
	Iteration 39Q: 3 clusters Score -1456404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1456408.375000 Penalty: 4639.157715
	Iteration 40F: 3 clusters Score -1456408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1456408.500000 Penalty: 4639.157715
	Iteration 41Q: 3 clusters Score -1456408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1456408.500000 Penalty: 4639.157715
	Iteration 42F: 3 clusters Score -1456408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -306495.500000 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -306495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303695.062500 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -303695.1 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -309045.843750 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -309045.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -312096.875000 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -312096.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -313071.812500 Penalty: 3978.868652
	Iteration 3F: 3 clusters Score -313071.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -313573.250000 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -313573.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -314010.968750 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -314011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -314275.218750 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -314275.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -314410.968750 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -314411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -314436.156250 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -314436.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -314462.281250 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -314462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -314521.562500 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -314521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -314537.625000 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -314537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -314568.656250 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -314568.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314620.937500 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -314620.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -314717.000000 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -314717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -314828.531250 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -314828.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -314951.968750 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -314952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -315022.125000 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -315022.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -315080.468750 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -315080.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -315115.343750 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -315115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315160.156250 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -315160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315276.718750 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -315276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -315304.062500 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -315304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -315321.500000 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -315321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -315322.000000 Penalty: 3978.868652
	Iteration 24Q: 3 clusters Score -315322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -315322.000000 Penalty: 3978.868652
	Iteration 25F: 3 clusters Score -315322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 64296 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 70297 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 202829 members 
Mstep: Class 15 contains 199856 members 
Mstep: Class 16 contains 184816 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 168756 members 
Entering Unmasked Estep 
Score: -138513296.000000 Penalty: 58618.246094
Splitting cluster 13 changes total score from -138501600.000000 to -138513296.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (202829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202829 members 
Entering Unmasked Estep 
Score: -26198260.000000 Penalty: 3030.589355
	Iteration 0F: 2 clusters Score -2.619826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -26068926.000000 Penalty: 6061.178711
	Iteration 0F: 3 clusters Score -2.606893e+07 nChanged 97559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -26125272.000000 Penalty: 6061.178711
	Iteration 1F: 3 clusters Score -2.612527e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -26126878.000000 Penalty: 6061.178711
	Iteration 2Q: 3 clusters Score -2.612688e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -26129438.000000 Penalty: 6061.178711
	Iteration 3Q: 3 clusters Score -2.612944e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -26133432.000000 Penalty: 6061.178711
	Iteration 4Q: 3 clusters Score -2.613343e+07 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 119675 members 
Entering Unmasked Estep 
Score: -26140354.000000 Penalty: 6061.178711
	Iteration 5F: 3 clusters Score -2.614035e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 127709 members 
Entering Unmasked Estep 
Score: -26151440.000000 Penalty: 6061.178711
	Iteration 6F: 3 clusters Score -2.615144e+07 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -26166318.000000 Penalty: 6061.178711
	Iteration 7F: 3 clusters Score -2.616632e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -26179632.000000 Penalty: 6061.178711
	Iteration 8F: 3 clusters Score -2.617963e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -26185130.000000 Penalty: 6061.178711
	Iteration 9Q: 3 clusters Score -2.618513e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 145382 members 
Entering Unmasked Estep 
Score: -26187506.000000 Penalty: 6061.178711
	Iteration 10Q: 3 clusters Score -2.618751e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 146452 members 
Entering Unmasked Estep 
Score: -26189036.000000 Penalty: 6061.178711
	Iteration 11Q: 3 clusters Score -2.618904e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -26190122.000000 Penalty: 6061.178711
	Iteration 12Q: 3 clusters Score -2.619012e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 148435 members 
Entering Unmasked Estep 
Score: -26191046.000000 Penalty: 6061.178711
	Iteration 13Q: 3 clusters Score -2.619105e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -26191782.000000 Penalty: 6061.178711
	Iteration 14Q: 3 clusters Score -2.619178e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -26192400.000000 Penalty: 6061.178711
	Iteration 15Q: 3 clusters Score -2.61924e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -26192890.000000 Penalty: 6061.178711
	Iteration 16Q: 3 clusters Score -2.619289e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -26193282.000000 Penalty: 6061.178711
	Iteration 17Q: 3 clusters Score -2.619328e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -26193540.000000 Penalty: 6061.178711
	Iteration 18Q: 3 clusters Score -2.619354e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -26193936.000000 Penalty: 6061.178711
	Iteration 19Q: 3 clusters Score -2.619394e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -26194120.000000 Penalty: 6061.178711
	Iteration 20F: 3 clusters Score -2.619412e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -26194388.000000 Penalty: 6061.178711
	Iteration 21Q: 3 clusters Score -2.619439e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -26194642.000000 Penalty: 6061.178711
	Iteration 22Q: 3 clusters Score -2.619464e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -26194844.000000 Penalty: 6061.178711
	Iteration 23Q: 3 clusters Score -2.619484e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -26195096.000000 Penalty: 6061.178711
	Iteration 24Q: 3 clusters Score -2.61951e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -26195404.000000 Penalty: 6061.178711
	Iteration 25Q: 3 clusters Score -2.61954e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -26195634.000000 Penalty: 6061.178711
	Iteration 26Q: 3 clusters Score -2.619563e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -26195808.000000 Penalty: 6061.178711
	Iteration 27Q: 3 clusters Score -2.619581e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -26196044.000000 Penalty: 6061.178711
	Iteration 28Q: 3 clusters Score -2.619604e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -26196112.000000 Penalty: 6061.178711
	Iteration 29Q: 3 clusters Score -2.619611e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -26196322.000000 Penalty: 6061.178711
	Iteration 30Q: 3 clusters Score -2.619632e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -26196588.000000 Penalty: 6061.178711
	Iteration 31Q: 3 clusters Score -2.619659e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -26196868.000000 Penalty: 6061.178711
	Iteration 32Q: 3 clusters Score -2.619687e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -26197260.000000 Penalty: 6061.178711
	Iteration 33Q: 3 clusters Score -2.619726e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -26197536.000000 Penalty: 6061.178711
	Iteration 34Q: 3 clusters Score -2.619754e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 167539 members 
Entering Unmasked Estep 
Score: -26197704.000000 Penalty: 6061.178711
	Iteration 35Q: 3 clusters Score -2.61977e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 168534 members 
Entering Unmasked Estep 
Score: -26197982.000000 Penalty: 6061.178711
	Iteration 36Q: 3 clusters Score -2.619798e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -26198282.000000 Penalty: 6061.178711
	Iteration 37Q: 3 clusters Score -2.619828e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -26198394.000000 Penalty: 6061.178711
	Iteration 38Q: 3 clusters Score -2.619839e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -26198754.000000 Penalty: 6061.178711
	Iteration 39Q: 3 clusters Score -2.619875e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 173470 members 
Entering Unmasked Estep 
Score: -26198912.000000 Penalty: 6061.178711
	Iteration 40F: 3 clusters Score -2.619891e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 174825 members 
Entering Unmasked Estep 
Score: -26199018.000000 Penalty: 6061.178711
	Iteration 41Q: 3 clusters Score -2.619902e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 176190 members 
Entering Unmasked Estep 
Score: -26199062.000000 Penalty: 6061.178711
	Iteration 42Q: 3 clusters Score -2.619906e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 177615 members 
Entering Unmasked Estep 
Score: -26199050.000000 Penalty: 6061.178711
	Iteration 43Q: 3 clusters Score -2.619905e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 179108 members 
Entering Unmasked Estep 
Score: -26199122.000000 Penalty: 6061.178711
	Iteration 44Q: 3 clusters Score -2.619912e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 180538 members 
Entering Unmasked Estep 
Score: -26199044.000000 Penalty: 6061.178711
	Iteration 45Q: 3 clusters Score -2.619904e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 181957 members 
Entering Unmasked Estep 
Score: -26198966.000000 Penalty: 6061.178711
	Iteration 46Q: 3 clusters Score -2.619897e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 183310 members 
Entering Unmasked Estep 
Score: -26198986.000000 Penalty: 6061.178711
	Iteration 47Q: 3 clusters Score -2.619899e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -26198928.000000 Penalty: 6061.178711
	Iteration 48Q: 3 clusters Score -2.619893e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -26198720.000000 Penalty: 6061.178711
	Iteration 49Q: 3 clusters Score -2.619872e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 186824 members 
Entering Unmasked Estep 
Score: -26198708.000000 Penalty: 6061.178711
	Iteration 50Q: 3 clusters Score -2.619871e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 187849 members 
Entering Unmasked Estep 
Score: -26198588.000000 Penalty: 6061.178711
	Iteration 51Q: 3 clusters Score -2.619859e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 188847 members 
Entering Unmasked Estep 
Score: -26198336.000000 Penalty: 6061.178711
	Iteration 52Q: 3 clusters Score -2.619834e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 189815 members 
Entering Unmasked Estep 
Score: -26198202.000000 Penalty: 6061.178711
	Iteration 53Q: 3 clusters Score -2.61982e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -26198064.000000 Penalty: 6061.178711
	Iteration 54Q: 3 clusters Score -2.619806e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 191616 members 
Entering Unmasked Estep 
Score: -26198090.000000 Penalty: 6061.178711
	Iteration 55Q: 3 clusters Score -2.619809e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -26197996.000000 Penalty: 6061.178711
	Iteration 56Q: 3 clusters Score -2.6198e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -26197812.000000 Penalty: 6061.178711
	Iteration 57Q: 3 clusters Score -2.619781e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -26197696.000000 Penalty: 6061.178711
	Iteration 58Q: 3 clusters Score -2.61977e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 194709 members 
Entering Unmasked Estep 
Score: -26197714.000000 Penalty: 6061.178711
	Iteration 59Q: 3 clusters Score -2.619771e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 195351 members 
Entering Unmasked Estep 
Score: -26197578.000000 Penalty: 6061.178711
	Iteration 60F: 3 clusters Score -2.619758e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 195917 members 
Entering Unmasked Estep 
Score: -26197676.000000 Penalty: 6061.178711
	Iteration 61Q: 3 clusters Score -2.619768e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -26197566.000000 Penalty: 6061.178711
	Iteration 62Q: 3 clusters Score -2.619757e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 196915 members 
Entering Unmasked Estep 
Score: -26197448.000000 Penalty: 6061.178711
	Iteration 63Q: 3 clusters Score -2.619745e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 197351 members 
Entering Unmasked Estep 
Score: -26197244.000000 Penalty: 6061.178711
	Iteration 64Q: 3 clusters Score -2.619724e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -26197210.000000 Penalty: 6061.178711
	Iteration 65Q: 3 clusters Score -2.619721e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 198145 members 
Entering Unmasked Estep 
Score: -26197140.000000 Penalty: 6061.178711
	Iteration 66Q: 3 clusters Score -2.619714e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 198516 members 
Entering Unmasked Estep 
Score: -26197040.000000 Penalty: 6061.178711
	Iteration 67Q: 3 clusters Score -2.619704e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 198825 members 
Entering Unmasked Estep 
Score: -26196912.000000 Penalty: 6061.178711
	Iteration 68Q: 3 clusters Score -2.619691e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 199112 members 
Entering Unmasked Estep 
Score: -26196852.000000 Penalty: 6061.178711
	Iteration 69Q: 3 clusters Score -2.619685e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 199385 members 
Entering Unmasked Estep 
Score: -26196794.000000 Penalty: 6061.178711
	Iteration 70Q: 3 clusters Score -2.619679e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 199641 members 
Entering Unmasked Estep 
Score: -26196762.000000 Penalty: 6061.178711
	Iteration 71Q: 3 clusters Score -2.619676e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 199863 members 
Entering Unmasked Estep 
Score: -26196640.000000 Penalty: 6061.178711
	Iteration 72Q: 3 clusters Score -2.619664e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 200068 members 
Entering Unmasked Estep 
Score: -26196638.000000 Penalty: 6061.178711
	Iteration 73Q: 3 clusters Score -2.619664e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 200262 members 
Entering Unmasked Estep 
Score: -26196586.000000 Penalty: 6061.178711
	Iteration 74Q: 3 clusters Score -2.619659e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 200421 members 
Entering Unmasked Estep 
Score: -26196542.000000 Penalty: 6061.178711
	Iteration 75Q: 3 clusters Score -2.619654e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 200563 members 
Entering Unmasked Estep 
Score: -26196522.000000 Penalty: 6061.178711
	Iteration 76Q: 3 clusters Score -2.619652e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 200678 members 
Entering Unmasked Estep 
Score: -26196526.000000 Penalty: 6061.178711
	Iteration 77Q: 3 clusters Score -2.619653e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 200803 members 
Entering Unmasked Estep 
Score: -26196482.000000 Penalty: 6061.178711
	Iteration 78Q: 3 clusters Score -2.619648e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 200894 members 
Entering Unmasked Estep 
Score: -26196484.000000 Penalty: 6061.178711
	Iteration 79Q: 3 clusters Score -2.619648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 200981 members 
Entering Unmasked Estep 
Score: -26196466.000000 Penalty: 6061.178711
	Iteration 80F: 3 clusters Score -2.619647e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 201062 members 
Entering Unmasked Estep 
Score: -26196462.000000 Penalty: 6061.178711
	Iteration 81Q: 3 clusters Score -2.619646e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 201140 members 
Entering Unmasked Estep 
Score: -26196418.000000 Penalty: 6061.178711
	Iteration 82Q: 3 clusters Score -2.619642e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 201200 members 
Entering Unmasked Estep 
Score: -26196430.000000 Penalty: 6061.178711
	Iteration 83Q: 3 clusters Score -2.619643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 201246 members 
Entering Unmasked Estep 
Score: -26196484.000000 Penalty: 6061.178711
	Iteration 84Q: 3 clusters Score -2.619648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 201282 members 
Entering Unmasked Estep 
Score: -26196460.000000 Penalty: 6061.178711
	Iteration 85Q: 3 clusters Score -2.619646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 201317 members 
Entering Unmasked Estep 
Score: -26196480.000000 Penalty: 6061.178711
	Iteration 86Q: 3 clusters Score -2.619648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 201355 members 
Entering Unmasked Estep 
Score: -26196460.000000 Penalty: 6061.178711
	Iteration 87Q: 3 clusters Score -2.619646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -26196460.000000 Penalty: 6061.178711
	Iteration 88Q: 3 clusters Score -2.619646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -26196444.000000 Penalty: 6061.178711
	Iteration 89Q: 3 clusters Score -2.619644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 201432 members 
Entering Unmasked Estep 
Score: -26196450.000000 Penalty: 6061.178711
	Iteration 90Q: 3 clusters Score -2.619645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 201457 members 
Entering Unmasked Estep 
Score: -26196446.000000 Penalty: 6061.178711
	Iteration 91Q: 3 clusters Score -2.619645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 201485 members 
Entering Unmasked Estep 
Score: -26196452.000000 Penalty: 6061.178711
	Iteration 92Q: 3 clusters Score -2.619645e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 201521 members 
Entering Unmasked Estep 
Score: -26196412.000000 Penalty: 6061.178711
	Iteration 93Q: 3 clusters Score -2.619641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 201548 members 
Entering Unmasked Estep 
Score: -26196408.000000 Penalty: 6061.178711
	Iteration 94Q: 3 clusters Score -2.619641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 201574 members 
Entering Unmasked Estep 
Score: -26196402.000000 Penalty: 6061.178711
	Iteration 95Q: 3 clusters Score -2.61964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 201598 members 
Entering Unmasked Estep 
Score: -26196426.000000 Penalty: 6061.178711
	Iteration 96Q: 3 clusters Score -2.619643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 201616 members 
Entering Unmasked Estep 
Score: -26196434.000000 Penalty: 6061.178711
	Iteration 97Q: 3 clusters Score -2.619643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -26196456.000000 Penalty: 6061.178711
	Iteration 98Q: 3 clusters Score -2.619646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -26196450.000000 Penalty: 6061.178711
	Iteration 99Q: 3 clusters Score -2.619645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 201667 members 
Entering Unmasked Estep 
Score: -26196448.000000 Penalty: 6061.178711
	Iteration 100F: 3 clusters Score -2.619645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -26196444.000000 Penalty: 6061.178711
	Iteration 101Q: 3 clusters Score -2.619644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 201687 members 
Entering Unmasked Estep 
Score: -26196436.000000 Penalty: 6061.178711
	Iteration 102Q: 3 clusters Score -2.619644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 201699 members 
Entering Unmasked Estep 
Score: -26196406.000000 Penalty: 6061.178711
	Iteration 103Q: 3 clusters Score -2.619641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -26196400.000000 Penalty: 6061.178711
	Iteration 104Q: 3 clusters Score -2.61964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 201713 members 
Entering Unmasked Estep 
Score: -26196416.000000 Penalty: 6061.178711
	Iteration 105Q: 3 clusters Score -2.619642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 201722 members 
Entering Unmasked Estep 
Score: -26196418.000000 Penalty: 6061.178711
	Iteration 106Q: 3 clusters Score -2.619642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 201729 members 
Entering Unmasked Estep 
Score: -26196420.000000 Penalty: 6061.178711
	Iteration 107Q: 3 clusters Score -2.619642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 201733 members 
Entering Unmasked Estep 
Score: -26196422.000000 Penalty: 6061.178711
	Iteration 108Q: 3 clusters Score -2.619642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 201739 members 
Entering Unmasked Estep 
Score: -26196410.000000 Penalty: 6061.178711
	Iteration 109Q: 3 clusters Score -2.619641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 201743 members 
Entering Unmasked Estep 
Score: -26196432.000000 Penalty: 6061.178711
	Iteration 110Q: 3 clusters Score -2.619643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 201748 members 
Entering Unmasked Estep 
Score: -26196434.000000 Penalty: 6061.178711
	Iteration 111Q: 3 clusters Score -2.619643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -26196446.000000 Penalty: 6061.178711
	Iteration 112Q: 3 clusters Score -2.619645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 201754 members 
Entering Unmasked Estep 
Score: -26196436.000000 Penalty: 6061.178711
	Iteration 113Q: 3 clusters Score -2.619644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 201755 members 
Entering Unmasked Estep 
Score: -26196436.000000 Penalty: 6061.178711
	Iteration 114Q: 3 clusters Score -2.619644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 201755 members 
Entering Unmasked Estep 
Score: -26196436.000000 Penalty: 6061.178711
	Iteration 115F: 3 clusters Score -2.619644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199856 members 
Entering Unmasked Estep 
Score: -25774434.000000 Penalty: 3026.927490
	Iteration 0F: 2 clusters Score -2.577443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -25645322.000000 Penalty: 6053.854980
	Iteration 0F: 3 clusters Score -2.564532e+07 nChanged 96149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -25702200.000000 Penalty: 6053.854980
	Iteration 1F: 3 clusters Score -2.57022e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -25703746.000000 Penalty: 6053.854980
	Iteration 2Q: 3 clusters Score -2.570375e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -25706168.000000 Penalty: 6053.854980
	Iteration 3Q: 3 clusters Score -2.570617e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -25709332.000000 Penalty: 6053.854980
	Iteration 4Q: 3 clusters Score -2.570933e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -25713422.000000 Penalty: 6053.854980
	Iteration 5Q: 3 clusters Score -2.571342e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -25718990.000000 Penalty: 6053.854980
	Iteration 6F: 3 clusters Score -2.571899e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -25726088.000000 Penalty: 6053.854980
	Iteration 7F: 3 clusters Score -2.572609e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -25734336.000000 Penalty: 6053.854980
	Iteration 8F: 3 clusters Score -2.573434e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -25741856.000000 Penalty: 6053.854980
	Iteration 9F: 3 clusters Score -2.574186e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -25746902.000000 Penalty: 6053.854980
	Iteration 10F: 3 clusters Score -2.57469e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -25749144.000000 Penalty: 6053.854980
	Iteration 11Q: 3 clusters Score -2.574914e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109960 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -25750028.000000 Penalty: 6053.854980
	Iteration 12Q: 3 clusters Score -2.575003e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -25750494.000000 Penalty: 6053.854980
	Iteration 13Q: 3 clusters Score -2.575049e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111626 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -25750834.000000 Penalty: 6053.854980
	Iteration 14Q: 3 clusters Score -2.575083e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -25751128.000000 Penalty: 6053.854980
	Iteration 15Q: 3 clusters Score -2.575113e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -25751474.000000 Penalty: 6053.854980
	Iteration 16Q: 3 clusters Score -2.575147e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -25751932.000000 Penalty: 6053.854980
	Iteration 17Q: 3 clusters Score -2.575193e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -25752210.000000 Penalty: 6053.854980
	Iteration 18Q: 3 clusters Score -2.575221e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -25752448.000000 Penalty: 6053.854980
	Iteration 19Q: 3 clusters Score -2.575245e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -25752632.000000 Penalty: 6053.854980
	Iteration 20F: 3 clusters Score -2.575263e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -25753070.000000 Penalty: 6053.854980
	Iteration 21Q: 3 clusters Score -2.575307e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -25753406.000000 Penalty: 6053.854980
	Iteration 22Q: 3 clusters Score -2.575341e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122321 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -25753916.000000 Penalty: 6053.854980
	Iteration 23Q: 3 clusters Score -2.575392e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124056 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -25754464.000000 Penalty: 6053.854980
	Iteration 24Q: 3 clusters Score -2.575446e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -25754968.000000 Penalty: 6053.854980
	Iteration 25Q: 3 clusters Score -2.575497e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127767 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -25755562.000000 Penalty: 6053.854980
	Iteration 26Q: 3 clusters Score -2.575556e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -25756102.000000 Penalty: 6053.854980
	Iteration 27Q: 3 clusters Score -2.57561e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -25756604.000000 Penalty: 6053.854980
	Iteration 28Q: 3 clusters Score -2.57566e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133559 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -25757250.000000 Penalty: 6053.854980
	Iteration 29Q: 3 clusters Score -2.575725e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -25757622.000000 Penalty: 6053.854980
	Iteration 30Q: 3 clusters Score -2.575762e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -25758158.000000 Penalty: 6053.854980
	Iteration 31Q: 3 clusters Score -2.575816e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139465 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -25758466.000000 Penalty: 6053.854980
	Iteration 32Q: 3 clusters Score -2.575847e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -25758744.000000 Penalty: 6053.854980
	Iteration 33Q: 3 clusters Score -2.575874e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143399 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -25759256.000000 Penalty: 6053.854980
	Iteration 34Q: 3 clusters Score -2.575926e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -25759814.000000 Penalty: 6053.854980
	Iteration 35Q: 3 clusters Score -2.575981e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -25760246.000000 Penalty: 6053.854980
	Iteration 36Q: 3 clusters Score -2.576025e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -25760664.000000 Penalty: 6053.854980
	Iteration 37Q: 3 clusters Score -2.576066e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151504 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -25761118.000000 Penalty: 6053.854980
	Iteration 38Q: 3 clusters Score -2.576112e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -25761644.000000 Penalty: 6053.854980
	Iteration 39Q: 3 clusters Score -2.576164e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -25762128.000000 Penalty: 6053.854980
	Iteration 40F: 3 clusters Score -2.576213e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -25762570.000000 Penalty: 6053.854980
	Iteration 41Q: 3 clusters Score -2.576257e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -25763018.000000 Penalty: 6053.854980
	Iteration 42Q: 3 clusters Score -2.576302e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -25763582.000000 Penalty: 6053.854980
	Iteration 43Q: 3 clusters Score -2.576358e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -25764078.000000 Penalty: 6053.854980
	Iteration 44Q: 3 clusters Score -2.576408e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -25764698.000000 Penalty: 6053.854980
	Iteration 45Q: 3 clusters Score -2.57647e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -25765184.000000 Penalty: 6053.854980
	Iteration 46Q: 3 clusters Score -2.576518e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -25765746.000000 Penalty: 6053.854980
	Iteration 47Q: 3 clusters Score -2.576575e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171165 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -25766280.000000 Penalty: 6053.854980
	Iteration 48Q: 3 clusters Score -2.576628e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172871 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -25766644.000000 Penalty: 6053.854980
	Iteration 49Q: 3 clusters Score -2.576664e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -25767120.000000 Penalty: 6053.854980
	Iteration 50Q: 3 clusters Score -2.576712e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -25767586.000000 Penalty: 6053.854980
	Iteration 51Q: 3 clusters Score -2.576759e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177499 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -25768064.000000 Penalty: 6053.854980
	Iteration 52Q: 3 clusters Score -2.576806e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -25768384.000000 Penalty: 6053.854980
	Iteration 53Q: 3 clusters Score -2.576838e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180094 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -25768760.000000 Penalty: 6053.854980
	Iteration 54Q: 3 clusters Score -2.576876e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181243 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -25768992.000000 Penalty: 6053.854980
	Iteration 55Q: 3 clusters Score -2.576899e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -25769292.000000 Penalty: 6053.854980
	Iteration 56Q: 3 clusters Score -2.576929e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -25769630.000000 Penalty: 6053.854980
	Iteration 57Q: 3 clusters Score -2.576963e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -25769890.000000 Penalty: 6053.854980
	Iteration 58Q: 3 clusters Score -2.576989e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185221 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -25770144.000000 Penalty: 6053.854980
	Iteration 59Q: 3 clusters Score -2.577014e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186076 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -25770420.000000 Penalty: 6053.854980
	Iteration 60F: 3 clusters Score -2.577042e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -25770672.000000 Penalty: 6053.854980
	Iteration 61Q: 3 clusters Score -2.577067e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187481 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -25770852.000000 Penalty: 6053.854980
	Iteration 62Q: 3 clusters Score -2.577085e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188066 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -25770982.000000 Penalty: 6053.854980
	Iteration 63Q: 3 clusters Score -2.577098e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -25771258.000000 Penalty: 6053.854980
	Iteration 64Q: 3 clusters Score -2.577126e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -25771580.000000 Penalty: 6053.854980
	Iteration 65Q: 3 clusters Score -2.577158e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189624 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -25771728.000000 Penalty: 6053.854980
	Iteration 66Q: 3 clusters Score -2.577173e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -25771978.000000 Penalty: 6053.854980
	Iteration 67Q: 3 clusters Score -2.577198e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190462 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -25772216.000000 Penalty: 6053.854980
	Iteration 68Q: 3 clusters Score -2.577222e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190865 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -25772562.000000 Penalty: 6053.854980
	Iteration 69Q: 3 clusters Score -2.577256e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191228 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -25772858.000000 Penalty: 6053.854980
	Iteration 70Q: 3 clusters Score -2.577286e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -25773174.000000 Penalty: 6053.854980
	Iteration 71Q: 3 clusters Score -2.577317e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -25773454.000000 Penalty: 6053.854980
	Iteration 72Q: 3 clusters Score -2.577345e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191939 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -25773704.000000 Penalty: 6053.854980
	Iteration 73Q: 3 clusters Score -2.57737e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192049 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -25773840.000000 Penalty: 6053.854980
	Iteration 74Q: 3 clusters Score -2.577384e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -25773960.000000 Penalty: 6053.854980
	Iteration 75Q: 3 clusters Score -2.577396e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192147 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -25774006.000000 Penalty: 6053.854980
	Iteration 76Q: 3 clusters Score -2.577401e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192162 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -25774002.000000 Penalty: 6053.854980
	Iteration 77Q: 3 clusters Score -2.5774e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192174 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -25774044.000000 Penalty: 6053.854980
	Iteration 78Q: 3 clusters Score -2.577404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192169 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -25774086.000000 Penalty: 6053.854980
	Iteration 79Q: 3 clusters Score -2.577409e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192152 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -25774132.000000 Penalty: 6053.854980
	Iteration 80F: 3 clusters Score -2.577413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -25774170.000000 Penalty: 6053.854980
	Iteration 81Q: 3 clusters Score -2.577417e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192154 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -25774184.000000 Penalty: 6053.854980
	Iteration 82Q: 3 clusters Score -2.577418e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192138 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -25774214.000000 Penalty: 6053.854980
	Iteration 83Q: 3 clusters Score -2.577421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -25774156.000000 Penalty: 6053.854980
	Iteration 84Q: 3 clusters Score -2.577416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192092 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -25774192.000000 Penalty: 6053.854980
	Iteration 85Q: 3 clusters Score -2.577419e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -25774176.000000 Penalty: 6053.854980
	Iteration 86Q: 3 clusters Score -2.577418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -25774190.000000 Penalty: 6053.854980
	Iteration 87Q: 3 clusters Score -2.577419e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -25774188.000000 Penalty: 6053.854980
	Iteration 88Q: 3 clusters Score -2.577419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -25774224.000000 Penalty: 6053.854980
	Iteration 89Q: 3 clusters Score -2.577422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192041 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -25774204.000000 Penalty: 6053.854980
	Iteration 90Q: 3 clusters Score -2.57742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -25774200.000000 Penalty: 6053.854980
	Iteration 91Q: 3 clusters Score -2.57742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192026 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -25774210.000000 Penalty: 6053.854980
	Iteration 92Q: 3 clusters Score -2.577421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192022 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -25774194.000000 Penalty: 6053.854980
	Iteration 93Q: 3 clusters Score -2.577419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192016 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -25774188.000000 Penalty: 6053.854980
	Iteration 94Q: 3 clusters Score -2.577419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -25774194.000000 Penalty: 6053.854980
	Iteration 95Q: 3 clusters Score -2.577419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192007 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -25774196.000000 Penalty: 6053.854980
	Iteration 96Q: 3 clusters Score -2.57742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192003 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -25774212.000000 Penalty: 6053.854980
	Iteration 97Q: 3 clusters Score -2.577421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192000 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -25774210.000000 Penalty: 6053.854980
	Iteration 98Q: 3 clusters Score -2.577421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191993 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -25774202.000000 Penalty: 6053.854980
	Iteration 99Q: 3 clusters Score -2.57742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -25774228.000000 Penalty: 6053.854980
	Iteration 100F: 3 clusters Score -2.577423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191981 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -25774238.000000 Penalty: 6053.854980
	Iteration 101Q: 3 clusters Score -2.577424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191980 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -25774272.000000 Penalty: 6053.854980
	Iteration 102Q: 3 clusters Score -2.577427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191980 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -25774260.000000 Penalty: 6053.854980
	Iteration 103Q: 3 clusters Score -2.577426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191978 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -25774254.000000 Penalty: 6053.854980
	Iteration 104Q: 3 clusters Score -2.577425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191978 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -25774254.000000 Penalty: 6053.854980
	Iteration 105F: 3 clusters Score -2.577425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184816 members 
Entering Unmasked Estep 
Score: -23961550.000000 Penalty: 3007.524902
	Iteration 0F: 2 clusters Score -2.396155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -23839624.000000 Penalty: 6015.049805
	Iteration 0F: 3 clusters Score -2.383962e+07 nChanged 88890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -23892512.000000 Penalty: 6015.049805
	Iteration 1F: 3 clusters Score -2.389251e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -23894224.000000 Penalty: 6015.049805
	Iteration 2Q: 3 clusters Score -2.389422e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -23896742.000000 Penalty: 6015.049805
	Iteration 3Q: 3 clusters Score -2.389674e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -23901140.000000 Penalty: 6015.049805
	Iteration 4Q: 3 clusters Score -2.390114e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 116324 members 
Entering Unmasked Estep 
Score: -23907240.000000 Penalty: 6015.049805
	Iteration 5F: 3 clusters Score -2.390724e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -23915688.000000 Penalty: 6015.049805
	Iteration 6F: 3 clusters Score -2.391569e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -23925704.000000 Penalty: 6015.049805
	Iteration 7F: 3 clusters Score -2.39257e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 145227 members 
Entering Unmasked Estep 
Score: -23935388.000000 Penalty: 6015.049805
	Iteration 8F: 3 clusters Score -2.393539e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -23942556.000000 Penalty: 6015.049805
	Iteration 9F: 3 clusters Score -2.394256e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 159995 members 
Entering Unmasked Estep 
Score: -23947634.000000 Penalty: 6015.049805
	Iteration 10Q: 3 clusters Score -2.394763e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -23951206.000000 Penalty: 6015.049805
	Iteration 11Q: 3 clusters Score -2.395121e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -23953656.000000 Penalty: 6015.049805
	Iteration 12Q: 3 clusters Score -2.395366e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -23955224.000000 Penalty: 6015.049805
	Iteration 13Q: 3 clusters Score -2.395522e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -23956364.000000 Penalty: 6015.049805
	Iteration 14Q: 3 clusters Score -2.395636e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -23957118.000000 Penalty: 6015.049805
	Iteration 15Q: 3 clusters Score -2.395712e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 178532 members 
Entering Unmasked Estep 
Score: -23957678.000000 Penalty: 6015.049805
	Iteration 16Q: 3 clusters Score -2.395768e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 179596 members 
Entering Unmasked Estep 
Score: -23958108.000000 Penalty: 6015.049805
	Iteration 17Q: 3 clusters Score -2.395811e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 180409 members 
Entering Unmasked Estep 
Score: -23958436.000000 Penalty: 6015.049805
	Iteration 18Q: 3 clusters Score -2.395844e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 181002 members 
Entering Unmasked Estep 
Score: -23958548.000000 Penalty: 6015.049805
	Iteration 19Q: 3 clusters Score -2.395855e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 181417 members 
Entering Unmasked Estep 
Score: -23958748.000000 Penalty: 6015.049805
	Iteration 20F: 3 clusters Score -2.395875e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -23958866.000000 Penalty: 6015.049805
	Iteration 21Q: 3 clusters Score -2.395887e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -23958952.000000 Penalty: 6015.049805
	Iteration 22Q: 3 clusters Score -2.395895e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 182077 members 
Entering Unmasked Estep 
Score: -23959058.000000 Penalty: 6015.049805
	Iteration 23Q: 3 clusters Score -2.395906e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 182219 members 
Entering Unmasked Estep 
Score: -23959122.000000 Penalty: 6015.049805
	Iteration 24Q: 3 clusters Score -2.395912e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -23959208.000000 Penalty: 6015.049805
	Iteration 25Q: 3 clusters Score -2.395921e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 182407 members 
Entering Unmasked Estep 
Score: -23959250.000000 Penalty: 6015.049805
	Iteration 26Q: 3 clusters Score -2.395925e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -23959310.000000 Penalty: 6015.049805
	Iteration 27Q: 3 clusters Score -2.395931e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 182567 members 
Entering Unmasked Estep 
Score: -23959374.000000 Penalty: 6015.049805
	Iteration 28Q: 3 clusters Score -2.395937e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -23959408.000000 Penalty: 6015.049805
	Iteration 29Q: 3 clusters Score -2.395941e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 182717 members 
Entering Unmasked Estep 
Score: -23959460.000000 Penalty: 6015.049805
	Iteration 30Q: 3 clusters Score -2.395946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 182763 members 
Entering Unmasked Estep 
Score: -23959528.000000 Penalty: 6015.049805
	Iteration 31Q: 3 clusters Score -2.395953e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -23959640.000000 Penalty: 6015.049805
	Iteration 32Q: 3 clusters Score -2.395964e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 182841 members 
Entering Unmasked Estep 
Score: -23959682.000000 Penalty: 6015.049805
	Iteration 33Q: 3 clusters Score -2.395968e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 182862 members 
Entering Unmasked Estep 
Score: -23959732.000000 Penalty: 6015.049805
	Iteration 34Q: 3 clusters Score -2.395973e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 182882 members 
Entering Unmasked Estep 
Score: -23959798.000000 Penalty: 6015.049805
	Iteration 35Q: 3 clusters Score -2.39598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 182878 members 
Entering Unmasked Estep 
Score: -23959864.000000 Penalty: 6015.049805
	Iteration 36Q: 3 clusters Score -2.395986e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -23959864.000000 Penalty: 6015.049805
	Iteration 37Q: 3 clusters Score -2.395986e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 182845 members 
Entering Unmasked Estep 
Score: -23959896.000000 Penalty: 6015.049805
	Iteration 38Q: 3 clusters Score -2.39599e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -23959912.000000 Penalty: 6015.049805
	Iteration 39Q: 3 clusters Score -2.395991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -23959964.000000 Penalty: 6015.049805
	Iteration 40F: 3 clusters Score -2.395996e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 182751 members 
Entering Unmasked Estep 
Score: -23959986.000000 Penalty: 6015.049805
	Iteration 41Q: 3 clusters Score -2.395999e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 182708 members 
Entering Unmasked Estep 
Score: -23960016.000000 Penalty: 6015.049805
	Iteration 42Q: 3 clusters Score -2.396002e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 182658 members 
Entering Unmasked Estep 
Score: -23960066.000000 Penalty: 6015.049805
	Iteration 43Q: 3 clusters Score -2.396007e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 182625 members 
Entering Unmasked Estep 
Score: -23960100.000000 Penalty: 6015.049805
	Iteration 44Q: 3 clusters Score -2.39601e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 182597 members 
Entering Unmasked Estep 
Score: -23960098.000000 Penalty: 6015.049805
	Iteration 45Q: 3 clusters Score -2.39601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 182577 members 
Entering Unmasked Estep 
Score: -23960130.000000 Penalty: 6015.049805
	Iteration 46Q: 3 clusters Score -2.396013e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 182551 members 
Entering Unmasked Estep 
Score: -23960160.000000 Penalty: 6015.049805
	Iteration 47Q: 3 clusters Score -2.396016e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 182519 members 
Entering Unmasked Estep 
Score: -23960182.000000 Penalty: 6015.049805
	Iteration 48Q: 3 clusters Score -2.396018e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -23960160.000000 Penalty: 6015.049805
	Iteration 49Q: 3 clusters Score -2.396016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 182460 members 
Entering Unmasked Estep 
Score: -23960174.000000 Penalty: 6015.049805
	Iteration 50Q: 3 clusters Score -2.396017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 182440 members 
Entering Unmasked Estep 
Score: -23960180.000000 Penalty: 6015.049805
	Iteration 51Q: 3 clusters Score -2.396018e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -23960180.000000 Penalty: 6015.049805
	Iteration 52Q: 3 clusters Score -2.396018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 182403 members 
Entering Unmasked Estep 
Score: -23960160.000000 Penalty: 6015.049805
	Iteration 53Q: 3 clusters Score -2.396016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 182393 members 
Entering Unmasked Estep 
Score: -23960154.000000 Penalty: 6015.049805
	Iteration 54Q: 3 clusters Score -2.396015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -23960150.000000 Penalty: 6015.049805
	Iteration 55Q: 3 clusters Score -2.396015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 182380 members 
Entering Unmasked Estep 
Score: -23960148.000000 Penalty: 6015.049805
	Iteration 56Q: 3 clusters Score -2.396015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 182374 members 
Entering Unmasked Estep 
Score: -23960124.000000 Penalty: 6015.049805
	Iteration 57Q: 3 clusters Score -2.396012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 182371 members 
Entering Unmasked Estep 
Score: -23960136.000000 Penalty: 6015.049805
	Iteration 58Q: 3 clusters Score -2.396014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 182369 members 
Entering Unmasked Estep 
Score: -23960132.000000 Penalty: 6015.049805
	Iteration 59Q: 3 clusters Score -2.396013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 182370 members 
Entering Unmasked Estep 
Score: -23960158.000000 Penalty: 6015.049805
	Iteration 60F: 3 clusters Score -2.396016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 182365 members 
Entering Unmasked Estep 
Score: -23960156.000000 Penalty: 6015.049805
	Iteration 61Q: 3 clusters Score -2.396016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -23960164.000000 Penalty: 6015.049805
	Iteration 62Q: 3 clusters Score -2.396016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 182358 members 
Entering Unmasked Estep 
Score: -23960174.000000 Penalty: 6015.049805
	Iteration 63Q: 3 clusters Score -2.396017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 182358 members 
Entering Unmasked Estep 
Score: -23960174.000000 Penalty: 6015.049805
	Iteration 64F: 3 clusters Score -2.396017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -385854.406250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -385854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -382687.843750 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -382687.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -383311.500000 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -383311.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -383462.968750 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -383463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -383565.781250 Penalty: 3945.020020
	Iteration 3Q: 3 clusters Score -383565.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -383622.750000 Penalty: 3945.020020
	Iteration 4Q: 3 clusters Score -383622.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383657.531250 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -383657.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -383677.218750 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -383677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -383691.781250 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -383691.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -383707.437500 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -383707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383719.562500 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -383719.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -383727.000000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -383727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -383733.593750 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -383733.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -383739.812500 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -383739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -383745.312500 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -383745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -383750.187500 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -383750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -383752.468750 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -383752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -383753.312500 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -383753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -383753.875000 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -383753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -383755.937500 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -383755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -383758.843750 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -383758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -383761.562500 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -383761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -383765.093750 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -383765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -383770.312500 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -383770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -383772.062500 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -383772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -383772.968750 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -383773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383775.812500 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -383775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383778.281250 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -383778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -383779.718750 Penalty: 3945.020020
	Iteration 27Q: 3 clusters Score -383779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383780.718750 Penalty: 3945.020020
	Iteration 28Q: 3 clusters Score -383780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383781.937500 Penalty: 3945.020020
	Iteration 29Q: 3 clusters Score -383781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383782.781250 Penalty: 3945.020020
	Iteration 30Q: 3 clusters Score -383782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383784.562500 Penalty: 3945.020020
	Iteration 31Q: 3 clusters Score -383784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383786.218750 Penalty: 3945.020020
	Iteration 32Q: 3 clusters Score -383786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -383788.187500 Penalty: 3945.020020
	Iteration 33Q: 3 clusters Score -383788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -383790.250000 Penalty: 3945.020020
	Iteration 34Q: 3 clusters Score -383790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -383790.906250 Penalty: 3945.020020
	Iteration 35Q: 3 clusters Score -383790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -383792.156250 Penalty: 3945.020020
	Iteration 36Q: 3 clusters Score -383792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383793.125000 Penalty: 3945.020020
	Iteration 37Q: 3 clusters Score -383793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383793.937500 Penalty: 3945.020020
	Iteration 38Q: 3 clusters Score -383793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383794.218750 Penalty: 3945.020020
	Iteration 39Q: 3 clusters Score -383794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383795.343750 Penalty: 3945.020020
	Iteration 40F: 3 clusters Score -383795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383796.156250 Penalty: 3945.020020
	Iteration 41Q: 3 clusters Score -383796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -383795.968750 Penalty: 3945.020020
	Iteration 42Q: 3 clusters Score -383796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383797.187500 Penalty: 3945.020020
	Iteration 43Q: 3 clusters Score -383797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383797.750000 Penalty: 3945.020020
	Iteration 44Q: 3 clusters Score -383797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383798.437500 Penalty: 3945.020020
	Iteration 45Q: 3 clusters Score -383798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383798.937500 Penalty: 3945.020020
	Iteration 46Q: 3 clusters Score -383798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383799.687500 Penalty: 3945.020020
	Iteration 47Q: 3 clusters Score -383799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -383800.250000 Penalty: 3945.020020
	Iteration 48Q: 3 clusters Score -383800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -383800.250000 Penalty: 3945.020020
	Iteration 49F: 3 clusters Score -383800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -761303.875000 Penalty: 2166.927979
	Iteration 0F: 2 clusters Score -761303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -756037.250000 Penalty: 4333.855957
	Iteration 0F: 3 clusters Score -756037.2 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -757398.562500 Penalty: 4333.855957
	Iteration 1F: 3 clusters Score -757398.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -757627.187500 Penalty: 4333.855957
	Iteration 2F: 3 clusters Score -757627.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -757762.500000 Penalty: 4333.855957
	Iteration 3Q: 3 clusters Score -757762.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -757853.812500 Penalty: 4333.855957
	Iteration 4Q: 3 clusters Score -757853.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -757939.687500 Penalty: 4333.855957
	Iteration 5Q: 3 clusters Score -757939.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -758028.187500 Penalty: 4333.855957
	Iteration 6Q: 3 clusters Score -758028.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -758126.562500 Penalty: 4333.855957
	Iteration 7Q: 3 clusters Score -758126.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -758222.250000 Penalty: 4333.855957
	Iteration 8Q: 3 clusters Score -758222.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -758324.062500 Penalty: 4333.855957
	Iteration 9Q: 3 clusters Score -758324.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -758446.687500 Penalty: 4333.855957
	Iteration 10Q: 3 clusters Score -758446.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -758569.500000 Penalty: 4333.855957
	Iteration 11Q: 3 clusters Score -758569.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -758695.437500 Penalty: 4333.855957
	Iteration 12Q: 3 clusters Score -758695.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -758835.937500 Penalty: 4333.855957
	Iteration 13Q: 3 clusters Score -758835.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -758973.437500 Penalty: 4333.855957
	Iteration 14Q: 3 clusters Score -758973.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -759089.687500 Penalty: 4333.855957
	Iteration 15Q: 3 clusters Score -759089.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -759189.125000 Penalty: 4333.855957
	Iteration 16Q: 3 clusters Score -759189.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -759274.125000 Penalty: 4333.855957
	Iteration 17Q: 3 clusters Score -759274.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -759351.937500 Penalty: 4333.855957
	Iteration 18Q: 3 clusters Score -759351.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -759408.500000 Penalty: 4333.855957
	Iteration 19Q: 3 clusters Score -759408.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -759460.312500 Penalty: 4333.855957
	Iteration 20F: 3 clusters Score -759460.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -759489.875000 Penalty: 4333.855957
	Iteration 21Q: 3 clusters Score -759489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -759509.875000 Penalty: 4333.855957
	Iteration 22Q: 3 clusters Score -759509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -759524.125000 Penalty: 4333.855957
	Iteration 23Q: 3 clusters Score -759524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -759534.500000 Penalty: 4333.855957
	Iteration 24Q: 3 clusters Score -759534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -759538.875000 Penalty: 4333.855957
	Iteration 25Q: 3 clusters Score -759538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -759542.812500 Penalty: 4333.855957
	Iteration 26Q: 3 clusters Score -759542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -759549.687500 Penalty: 4333.855957
	Iteration 27Q: 3 clusters Score -759549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -759551.812500 Penalty: 4333.855957
	Iteration 28Q: 3 clusters Score -759551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -759554.312500 Penalty: 4333.855957
	Iteration 29Q: 3 clusters Score -759554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -759556.500000 Penalty: 4333.855957
	Iteration 30Q: 3 clusters Score -759556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -759557.500000 Penalty: 4333.855957
	Iteration 31Q: 3 clusters Score -759557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -759557.500000 Penalty: 4333.855957
	Iteration 32F: 3 clusters Score -759557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Entering Unmasked Estep 
Score: -21789564.000000 Penalty: 2984.979980
	Iteration 0F: 2 clusters Score -2.178956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -21681136.000000 Penalty: 5969.959961
	Iteration 0F: 3 clusters Score -2.168114e+07 nChanged 81145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -21728486.000000 Penalty: 5969.959961
	Iteration 1F: 3 clusters Score -2.172849e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -21729706.000000 Penalty: 5969.959961
	Iteration 2Q: 3 clusters Score -2.172971e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -21731558.000000 Penalty: 5969.959961
	Iteration 3Q: 3 clusters Score -2.173156e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -21734414.000000 Penalty: 5969.959961
	Iteration 4Q: 3 clusters Score -2.173441e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -21739506.000000 Penalty: 5969.959961
	Iteration 5F: 3 clusters Score -2.173951e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -21748532.000000 Penalty: 5969.959961
	Iteration 6F: 3 clusters Score -2.174853e+07 nChanged 14791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135759 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -21761758.000000 Penalty: 5969.959961
	Iteration 7F: 3 clusters Score -2.176176e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149026 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -21773982.000000 Penalty: 5969.959961
	Iteration 8F: 3 clusters Score -2.177398e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -21781268.000000 Penalty: 5969.959961
	Iteration 9F: 3 clusters Score -2.178127e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -21784414.000000 Penalty: 5969.959961
	Iteration 10Q: 3 clusters Score -2.178441e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21785748.000000 Penalty: 5969.959961
	Iteration 11Q: 3 clusters Score -2.178575e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166133 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21786570.000000 Penalty: 5969.959961
	Iteration 12Q: 3 clusters Score -2.178657e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21786922.000000 Penalty: 5969.959961
	Iteration 13Q: 3 clusters Score -2.178692e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21787286.000000 Penalty: 5969.959961
	Iteration 14Q: 3 clusters Score -2.178729e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167210 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21787522.000000 Penalty: 5969.959961
	Iteration 15Q: 3 clusters Score -2.178752e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21787702.000000 Penalty: 5969.959961
	Iteration 16Q: 3 clusters Score -2.17877e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21787788.000000 Penalty: 5969.959961
	Iteration 17Q: 3 clusters Score -2.178779e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21787798.000000 Penalty: 5969.959961
	Iteration 18Q: 3 clusters Score -2.17878e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21787864.000000 Penalty: 5969.959961
	Iteration 19Q: 3 clusters Score -2.178786e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21787888.000000 Penalty: 5969.959961
	Iteration 20F: 3 clusters Score -2.178789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21787918.000000 Penalty: 5969.959961
	Iteration 21Q: 3 clusters Score -2.178792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21787924.000000 Penalty: 5969.959961
	Iteration 22Q: 3 clusters Score -2.178792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5969.959961
	Iteration 23Q: 3 clusters Score -2.178794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5969.959961
	Iteration 24Q: 3 clusters Score -2.178794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21787966.000000 Penalty: 5969.959961
	Iteration 25Q: 3 clusters Score -2.178797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21787952.000000 Penalty: 5969.959961
	Iteration 26Q: 3 clusters Score -2.178795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21787956.000000 Penalty: 5969.959961
	Iteration 27Q: 3 clusters Score -2.178796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5969.959961
	Iteration 28Q: 3 clusters Score -2.178795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21787956.000000 Penalty: 5969.959961
	Iteration 29Q: 3 clusters Score -2.178796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21787956.000000 Penalty: 5969.959961
	Iteration 30Q: 3 clusters Score -2.178796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21787968.000000 Penalty: 5969.959961
	Iteration 31Q: 3 clusters Score -2.178797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21787976.000000 Penalty: 5969.959961
	Iteration 32Q: 3 clusters Score -2.178798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21787976.000000 Penalty: 5969.959961
	Iteration 33Q: 3 clusters Score -2.178798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167232 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21787976.000000 Penalty: 5969.959961
	Iteration 34Q: 3 clusters Score -2.178798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167232 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21787978.000000 Penalty: 5969.959961
	Iteration 35Q: 3 clusters Score -2.178798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5969.959961
	Iteration 36Q: 3 clusters Score -2.178798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167232 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5969.959961
	Iteration 37Q: 3 clusters Score -2.178798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21787988.000000 Penalty: 5969.959961
	Iteration 38Q: 3 clusters Score -2.178799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21787996.000000 Penalty: 5969.959961
	Iteration 39Q: 3 clusters Score -2.1788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167232 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21787990.000000 Penalty: 5969.959961
	Iteration 40F: 3 clusters Score -2.178799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 3 contains 64296 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 70297 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 202829 members 
Mstep: Class 15 contains 199856 members 
Mstep: Class 16 contains 184816 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 168756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138516352.000000 Penalty: 58618.246094
Iteration 39Q: 18 clusters Score -1.385164e+08 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 64267 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 9 contains 161923 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 69361 members 
Mstep: Class 12 contains 11509 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 202165 members 
Mstep: Class 15 contains 198526 members 
Mstep: Class 16 contains 190783 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 167809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138519344.000000 Penalty: 58618.246094
Iteration 40F: 18 clusters Score -1.385193e+08 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5441 members 
Mstep: Class 3 contains 64248 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 9 contains 159265 members 
Mstep: Class 10 contains 2867 members 
Mstep: Class 11 contains 68569 members 
Mstep: Class 12 contains 11473 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201341 members 
Mstep: Class 15 contains 197057 members 
Mstep: Class 16 contains 197320 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 166987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138520688.000000 Penalty: 58618.246094
Iteration 41Q: 18 clusters Score -1.385207e+08 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 64232 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 9 contains 156632 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 67964 members 
Mstep: Class 12 contains 11459 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200973 members 
Mstep: Class 15 contains 195753 members 
Mstep: Class 16 contains 202977 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 166348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3353.974121 but Gain 3448.128906
Score: -138522480.000000 Penalty: 55170.117188
Iteration 42Q: 17 clusters Score -1.385225e+08 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 64216 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 9 contains 155093 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 67505 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200950 members 
Mstep: Class 15 contains 194182 members 
Mstep: Class 16 contains 209522 members 
Mstep: Class 20 contains 6259 members 
Mstep: Class 21 contains 165939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138523936.000000 Penalty: 55170.117188
Iteration 43Q: 17 clusters Score -1.385239e+08 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 64159 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 9 contains 153862 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 67170 members 
Mstep: Class 12 contains 11491 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200904 members 
Mstep: Class 15 contains 191143 members 
Mstep: Class 16 contains 214467 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 165708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138523040.000000 Penalty: 55170.117188
Iteration 44Q: 17 clusters Score -1.38523e+08 nChanged 18719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 64120 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 9 contains 153527 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 66902 members 
Mstep: Class 12 contains 11482 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201250 members 
Mstep: Class 15 contains 188620 members 
Mstep: Class 16 contains 217432 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 165609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138521616.000000 Penalty: 55170.117188
Iteration 45Q: 17 clusters Score -1.385216e+08 nChanged 17792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 64101 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 9 contains 153876 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 66631 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201919 members 
Mstep: Class 15 contains 187588 members 
Mstep: Class 16 contains 217626 members 
Mstep: Class 20 contains 6316 members 
Mstep: Class 21 contains 165798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138521792.000000 Penalty: 55170.117188
Iteration 46Q: 17 clusters Score -1.385218e+08 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 64093 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 9 contains 154655 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 66412 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 202651 members 
Mstep: Class 15 contains 188049 members 
Mstep: Class 16 contains 215677 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 166092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138522464.000000 Penalty: 55170.117188
Iteration 47Q: 17 clusters Score -1.385225e+08 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 64085 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 9 contains 155581 members 
Mstep: Class 10 contains 3216 members 
Mstep: Class 11 contains 66200 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203281 members 
Mstep: Class 15 contains 189537 members 
Mstep: Class 16 contains 212610 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 166402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138524080.000000 Penalty: 55170.117188
Iteration 48Q: 17 clusters Score -1.385241e+08 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 64087 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 9 contains 156534 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 66007 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203678 members 
Mstep: Class 15 contains 191804 members 
Mstep: Class 16 contains 208978 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 166695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138525376.000000 Penalty: 55170.117188
Iteration 49Q: 17 clusters Score -1.385254e+08 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 64093 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 9 contains 157447 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 11 contains 65842 members 
Mstep: Class 12 contains 11252 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203970 members 
Mstep: Class 15 contains 194280 members 
Mstep: Class 16 contains 205317 members 
Mstep: Class 20 contains 6403 members 
Mstep: Class 21 contains 166920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138526880.000000 Penalty: 55170.117188
Iteration 50Q: 17 clusters Score -1.385269e+08 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 64099 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 9 contains 158157 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 65687 members 
Mstep: Class 12 contains 11240 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204091 members 
Mstep: Class 15 contains 196750 members 
Mstep: Class 16 contains 202100 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 167057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527136.000000 Penalty: 55170.117188
Iteration 51Q: 17 clusters Score -1.385271e+08 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 64110 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 9 contains 158811 members 
Mstep: Class 10 contains 3237 members 
Mstep: Class 11 contains 65547 members 
Mstep: Class 12 contains 11234 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204017 members 
Mstep: Class 15 contains 198875 members 
Mstep: Class 16 contains 199495 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 167138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528176.000000 Penalty: 55170.117188
Iteration 52Q: 17 clusters Score -1.385282e+08 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64116 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 9 contains 159495 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 65405 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203966 members 
Mstep: Class 15 contains 200583 members 
Mstep: Class 16 contains 197308 members 
Mstep: Class 20 contains 6417 members 
Mstep: Class 21 contains 167165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528144.000000 Penalty: 55170.117188
Iteration 53Q: 17 clusters Score -1.385281e+08 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 64132 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 160222 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 65253 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203910 members 
Mstep: Class 15 contains 201854 members 
Mstep: Class 16 contains 195553 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 167151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527792.000000 Penalty: 55170.117188
Iteration 54Q: 17 clusters Score -1.385278e+08 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 64133 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 160967 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 65110 members 
Mstep: Class 12 contains 11200 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203935 members 
Mstep: Class 15 contains 202693 members 
Mstep: Class 16 contains 194133 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 167125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527808.000000 Penalty: 55170.117188
Iteration 55Q: 17 clusters Score -1.385278e+08 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 64134 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 161706 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 65007 members 
Mstep: Class 12 contains 11215 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204124 members 
Mstep: Class 15 contains 202959 members 
Mstep: Class 16 contains 193084 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 167100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527712.000000 Penalty: 55170.117188
Iteration 56Q: 17 clusters Score -1.385277e+08 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 64129 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 162477 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 64937 members 
Mstep: Class 12 contains 11225 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204270 members 
Mstep: Class 15 contains 202792 members 
Mstep: Class 16 contains 192447 members 
Mstep: Class 20 contains 6432 members 
Mstep: Class 21 contains 167073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527248.000000 Penalty: 55170.117188
Iteration 57Q: 17 clusters Score -1.385272e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 64127 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 163300 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 64886 members 
Mstep: Class 12 contains 11240 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204416 members 
Mstep: Class 15 contains 202222 members 
Mstep: Class 16 contains 192099 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 167065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527184.000000 Penalty: 55170.117188
Iteration 58Q: 17 clusters Score -1.385272e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 64133 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 64866 members 
Mstep: Class 12 contains 11250 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204635 members 
Mstep: Class 15 contains 201360 members 
Mstep: Class 16 contains 191966 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 167085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527232.000000 Penalty: 55170.117188
Iteration 59Q: 17 clusters Score -1.385272e+08 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 64131 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 164842 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 64883 members 
Mstep: Class 12 contains 11255 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204862 members 
Mstep: Class 15 contains 200363 members 
Mstep: Class 16 contains 191913 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 167127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527328.000000 Penalty: 55170.117188
Iteration 60F: 17 clusters Score -1.385273e+08 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 64121 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 165606 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 64914 members 
Mstep: Class 12 contains 11256 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205000 members 
Mstep: Class 15 contains 199322 members 
Mstep: Class 16 contains 192003 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 167173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527744.000000 Penalty: 55170.117188
Iteration 61Q: 17 clusters Score -1.385277e+08 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 64117 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 166366 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 64977 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205083 members 
Mstep: Class 15 contains 198109 members 
Mstep: Class 16 contains 192234 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 167249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527568.000000 Penalty: 55170.117188
Iteration 62Q: 17 clusters Score -1.385276e+08 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 64108 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 167160 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 65099 members 
Mstep: Class 12 contains 11285 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205207 members 
Mstep: Class 15 contains 196623 members 
Mstep: Class 16 contains 192587 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 167342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527344.000000 Penalty: 55170.117188
Iteration 63Q: 17 clusters Score -1.385273e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 64106 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 167920 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 65281 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205114 members 
Mstep: Class 15 contains 195139 members 
Mstep: Class 16 contains 193135 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 167428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527584.000000 Penalty: 55170.117188
Iteration 64Q: 17 clusters Score -1.385276e+08 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 64108 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 168689 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 65443 members 
Mstep: Class 12 contains 11301 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205142 members 
Mstep: Class 15 contains 193508 members 
Mstep: Class 16 contains 193740 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 167496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527296.000000 Penalty: 55170.117188
Iteration 65Q: 17 clusters Score -1.385273e+08 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 64104 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 169428 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 65680 members 
Mstep: Class 12 contains 11301 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 205096 members 
Mstep: Class 15 contains 191922 members 
Mstep: Class 16 contains 194351 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 167547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138527648.000000 Penalty: 55170.117188
Iteration 66Q: 17 clusters Score -1.385276e+08 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 64092 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 170092 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 65960 members 
Mstep: Class 12 contains 11297 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204867 members 
Mstep: Class 15 contains 190486 members 
Mstep: Class 16 contains 195049 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 167582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528032.000000 Penalty: 55170.117188
Iteration 67Q: 17 clusters Score -1.38528e+08 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 64083 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3837 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 170769 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 66290 members 
Mstep: Class 12 contains 11302 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204515 members 
Mstep: Class 15 contains 189103 members 
Mstep: Class 16 contains 195752 members 
Mstep: Class 20 contains 6464 members 
Mstep: Class 21 contains 167601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528480.000000 Penalty: 55170.117188
Iteration 68Q: 17 clusters Score -1.385285e+08 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 64078 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 171389 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 11 contains 66600 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 204201 members 
Mstep: Class 15 contains 187876 members 
Mstep: Class 16 contains 196354 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528368.000000 Penalty: 55170.117188
Iteration 69Q: 17 clusters Score -1.385284e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 64084 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 9 contains 172023 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 66913 members 
Mstep: Class 12 contains 11325 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203763 members 
Mstep: Class 15 contains 186813 members 
Mstep: Class 16 contains 196890 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528464.000000 Penalty: 55170.117188
Iteration 70Q: 17 clusters Score -1.385285e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 64083 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 9 contains 172620 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 67213 members 
Mstep: Class 12 contains 11332 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 203385 members 
Mstep: Class 15 contains 185860 members 
Mstep: Class 16 contains 197327 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528656.000000 Penalty: 55170.117188
Iteration 71Q: 17 clusters Score -1.385287e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 64074 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 9 contains 173234 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 67534 members 
Mstep: Class 12 contains 11342 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 202987 members 
Mstep: Class 15 contains 184985 members 
Mstep: Class 16 contains 197678 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138529312.000000 Penalty: 55170.117188
Iteration 72Q: 17 clusters Score -1.385293e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 64073 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 9 contains 173678 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 67884 members 
Mstep: Class 12 contains 11345 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 202639 members 
Mstep: Class 15 contains 184239 members 
Mstep: Class 16 contains 197959 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138529664.000000 Penalty: 55170.117188
Iteration 73Q: 17 clusters Score -1.385297e+08 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 9 contains 174133 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 68245 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 202269 members 
Mstep: Class 15 contains 183639 members 
Mstep: Class 16 contains 198120 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 167568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138529856.000000 Penalty: 55170.117188
Iteration 74Q: 17 clusters Score -1.385299e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 9 contains 174541 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 68625 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201902 members 
Mstep: Class 15 contains 183124 members 
Mstep: Class 16 contains 198206 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138530176.000000 Penalty: 55170.117188
Iteration 75Q: 17 clusters Score -1.385302e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 64055 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 9 contains 174826 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 68972 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201622 members 
Mstep: Class 15 contains 182715 members 
Mstep: Class 16 contains 198283 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138530736.000000 Penalty: 55170.117188
Iteration 76Q: 17 clusters Score -1.385307e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 9 contains 175079 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 69330 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 201292 members 
Mstep: Class 15 contains 182409 members 
Mstep: Class 16 contains 198313 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138531104.000000 Penalty: 55170.117188
Iteration 77Q: 17 clusters Score -1.385311e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 64066 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 9 contains 175338 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 69686 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200930 members 
Mstep: Class 15 contains 182096 members 
Mstep: Class 16 contains 198350 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138531472.000000 Penalty: 55170.117188
Iteration 78Q: 17 clusters Score -1.385315e+08 nChanged 3397
Entering ConstructFrom: 
Score: -138531472.000000 Penalty: 55170.117188
Entering ConstructFrom: 
Trying to split cluster 1 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -154151.984375 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -154152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152146.906250 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -152146.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152991.312500 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -152991.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -154155.562500 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -154155.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -154889.390625 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -154889.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -155046.781250 Penalty: 3573.626709
	Iteration 4F: 3 clusters Score -155046.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -155089.203125 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -155089.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -155109.531250 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -155109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -155120.859375 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -155120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -155127.250000 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -155127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -155131.343750 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -155131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155134.843750 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -155134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155138.453125 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -155138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155138.453125 Penalty: 3573.626709
	Iteration 12F: 3 clusters Score -155138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 64070 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 9 contains 175584 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 70067 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200553 members 
Mstep: Class 15 contains 181874 members 
Mstep: Class 16 contains 198314 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167532 members 
Entering Unmasked Estep 
Score: -138531168.000000 Penalty: 58618.246094
Splitting cluster 1 changes total score from -138531472.000000 to -138531168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -562285.750000 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -562285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -558056.437500 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -558056.4 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -558989.250000 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -558989.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -559146.500000 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -559146.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -559246.250000 Penalty: 4178.838379
	Iteration 3Q: 3 clusters Score -559246.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -559332.437500 Penalty: 4178.838379
	Iteration 4Q: 3 clusters Score -559332.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -559403.625000 Penalty: 4178.838379
	Iteration 5Q: 3 clusters Score -559403.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -559450.000000 Penalty: 4178.838379
	Iteration 6Q: 3 clusters Score -559450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -559506.125000 Penalty: 4178.838379
	Iteration 7Q: 3 clusters Score -559506.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -559568.500000 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -559568.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -559637.250000 Penalty: 4178.838379
	Iteration 9Q: 3 clusters Score -559637.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -559713.625000 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -559713.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -559779.062500 Penalty: 4178.838379
	Iteration 11Q: 3 clusters Score -559779.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -559842.187500 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -559842.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -559905.187500 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -559905.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559970.562500 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -559970.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -560049.000000 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -560049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -560123.250000 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -560123.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -560195.312500 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -560195.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -560245.687500 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -560245.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -560293.750000 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -560293.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -560329.500000 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -560329.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -560357.687500 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -560357.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -560376.750000 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -560376.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -560402.375000 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -560402.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -560418.937500 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -560418.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -560428.312500 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -560428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -560432.312500 Penalty: 4178.838379
	Iteration 26Q: 3 clusters Score -560432.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -560439.375000 Penalty: 4178.838379
	Iteration 27Q: 3 clusters Score -560439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -560445.312500 Penalty: 4178.838379
	Iteration 28Q: 3 clusters Score -560445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -560448.312500 Penalty: 4178.838379
	Iteration 29Q: 3 clusters Score -560448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -560453.125000 Penalty: 4178.838379
	Iteration 30Q: 3 clusters Score -560453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -560457.250000 Penalty: 4178.838379
	Iteration 31Q: 3 clusters Score -560457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -560458.375000 Penalty: 4178.838379
	Iteration 32Q: 3 clusters Score -560458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -560460.750000 Penalty: 4178.838379
	Iteration 33Q: 3 clusters Score -560460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -560462.187500 Penalty: 4178.838379
	Iteration 34Q: 3 clusters Score -560462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -560464.125000 Penalty: 4178.838379
	Iteration 35Q: 3 clusters Score -560464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -560466.625000 Penalty: 4178.838379
	Iteration 36Q: 3 clusters Score -560466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -560467.250000 Penalty: 4178.838379
	Iteration 37Q: 3 clusters Score -560467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -560468.375000 Penalty: 4178.838379
	Iteration 38Q: 3 clusters Score -560468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -560468.375000 Penalty: 4178.838379
	Iteration 39Q: 3 clusters Score -560468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -560468.375000 Penalty: 4178.838379
	Iteration 40F: 3 clusters Score -560468.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Entering Unmasked Estep 
Score: -8292263.500000 Penalty: 2744.797607
	Iteration 0F: 2 clusters Score -8292264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -8249460.500000 Penalty: 5489.595215
	Iteration 0F: 3 clusters Score -8249460 nChanged 29647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -8266365.000000 Penalty: 5489.595215
	Iteration 1F: 3 clusters Score -8266365 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -8267355.500000 Penalty: 5489.595215
	Iteration 2Q: 3 clusters Score -8267356 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -8268790.000000 Penalty: 5489.595215
	Iteration 3Q: 3 clusters Score -8268790 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8271372.500000 Penalty: 5489.595215
	Iteration 4F: 3 clusters Score -8271372 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -8275375.500000 Penalty: 5489.595215
	Iteration 5F: 3 clusters Score -8275376 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -8280563.500000 Penalty: 5489.595215
	Iteration 6F: 3 clusters Score -8280564 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -8285311.000000 Penalty: 5489.595215
	Iteration 7F: 3 clusters Score -8285311 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -8288079.000000 Penalty: 5489.595215
	Iteration 8Q: 3 clusters Score -8288079 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -8289137.000000 Penalty: 5489.595215
	Iteration 9Q: 3 clusters Score -8289137 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -8289551.000000 Penalty: 5489.595215
	Iteration 10Q: 3 clusters Score -8289551 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -8289676.000000 Penalty: 5489.595215
	Iteration 11Q: 3 clusters Score -8289676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -8289777.500000 Penalty: 5489.595215
	Iteration 12Q: 3 clusters Score -8289778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -8289811.500000 Penalty: 5489.595215
	Iteration 13Q: 3 clusters Score -8289812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -8289823.000000 Penalty: 5489.595215
	Iteration 14Q: 3 clusters Score -8289823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -8289834.500000 Penalty: 5489.595215
	Iteration 15Q: 3 clusters Score -8289834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -8289847.500000 Penalty: 5489.595215
	Iteration 16Q: 3 clusters Score -8289848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -8289842.500000 Penalty: 5489.595215
	Iteration 17Q: 3 clusters Score -8289842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -8289848.000000 Penalty: 5489.595215
	Iteration 18Q: 3 clusters Score -8289848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -8289850.000000 Penalty: 5489.595215
	Iteration 19Q: 3 clusters Score -8289850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -8289850.000000 Penalty: 5489.595215
	Iteration 20F: 3 clusters Score -8289850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -119679.773438 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -119679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117756.562500 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -117756.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118501.960938 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -118502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -119456.671875 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -119456.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120760.664062 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -120760.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -121934.960938 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -121935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -123348.445312 Penalty: 3499.007080
	Iteration 5F: 3 clusters Score -123348.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124856.117188 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -124856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -125148.632812 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -125148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -125148.632812 Penalty: 3499.007080
	Iteration 8F: 3 clusters Score -125148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 64070 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 9 contains 175584 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 70067 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 200553 members 
Mstep: Class 15 contains 181874 members 
Mstep: Class 16 contains 198314 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167532 members 
Entering Unmasked Estep 
Score: -138535376.000000 Penalty: 58618.246094
Splitting cluster 4 changes total score from -138531472.000000 to -138535376.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -479845.531250 Penalty: 2047.638550
	Iteration 0F: 2 clusters Score -479845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -476054.187500 Penalty: 4095.277100
	Iteration 0F: 3 clusters Score -476054.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -476872.281250 Penalty: 4095.277100
	Iteration 1F: 3 clusters Score -476872.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -477074.250000 Penalty: 4095.277100
	Iteration 2F: 3 clusters Score -477074.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -477186.781250 Penalty: 4095.277100
	Iteration 3Q: 3 clusters Score -477186.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -477251.781250 Penalty: 4095.277100
	Iteration 4Q: 3 clusters Score -477251.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -477296.562500 Penalty: 4095.277100
	Iteration 5Q: 3 clusters Score -477296.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -477334.437500 Penalty: 4095.277100
	Iteration 6Q: 3 clusters Score -477334.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -477362.968750 Penalty: 4095.277100
	Iteration 7Q: 3 clusters Score -477363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -477383.937500 Penalty: 4095.277100
	Iteration 8Q: 3 clusters Score -477383.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -477397.562500 Penalty: 4095.277100
	Iteration 9Q: 3 clusters Score -477397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -477411.062500 Penalty: 4095.277100
	Iteration 10Q: 3 clusters Score -477411.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -477423.156250 Penalty: 4095.277100
	Iteration 11Q: 3 clusters Score -477423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -477431.281250 Penalty: 4095.277100
	Iteration 12Q: 3 clusters Score -477431.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -477436.468750 Penalty: 4095.277100
	Iteration 13Q: 3 clusters Score -477436.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -477441.500000 Penalty: 4095.277100
	Iteration 14Q: 3 clusters Score -477441.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -477449.031250 Penalty: 4095.277100
	Iteration 15Q: 3 clusters Score -477449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -477457.875000 Penalty: 4095.277100
	Iteration 16Q: 3 clusters Score -477457.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -477467.562500 Penalty: 4095.277100
	Iteration 17Q: 3 clusters Score -477467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -477473.750000 Penalty: 4095.277100
	Iteration 18Q: 3 clusters Score -477473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -477484.156250 Penalty: 4095.277100
	Iteration 19Q: 3 clusters Score -477484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477492.718750 Penalty: 4095.277100
	Iteration 20F: 3 clusters Score -477492.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477498.812500 Penalty: 4095.277100
	Iteration 21Q: 3 clusters Score -477498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477503.968750 Penalty: 4095.277100
	Iteration 22Q: 3 clusters Score -477504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477509.937500 Penalty: 4095.277100
	Iteration 23Q: 3 clusters Score -477509.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -477516.875000 Penalty: 4095.277100
	Iteration 24Q: 3 clusters Score -477516.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -477519.593750 Penalty: 4095.277100
	Iteration 25Q: 3 clusters Score -477519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -477523.218750 Penalty: 4095.277100
	Iteration 26Q: 3 clusters Score -477523.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -477527.718750 Penalty: 4095.277100
	Iteration 27Q: 3 clusters Score -477527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -477529.906250 Penalty: 4095.277100
	Iteration 28Q: 3 clusters Score -477529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -477530.781250 Penalty: 4095.277100
	Iteration 29Q: 3 clusters Score -477530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -477533.437500 Penalty: 4095.277100
	Iteration 30Q: 3 clusters Score -477533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -477535.062500 Penalty: 4095.277100
	Iteration 31Q: 3 clusters Score -477535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -477535.500000 Penalty: 4095.277100
	Iteration 32Q: 3 clusters Score -477535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -477538.093750 Penalty: 4095.277100
	Iteration 33Q: 3 clusters Score -477538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -477540.375000 Penalty: 4095.277100
	Iteration 34Q: 3 clusters Score -477540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -477542.343750 Penalty: 4095.277100
	Iteration 35Q: 3 clusters Score -477542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -477543.656250 Penalty: 4095.277100
	Iteration 36Q: 3 clusters Score -477543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -477545.156250 Penalty: 4095.277100
	Iteration 37Q: 3 clusters Score -477545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -477545.875000 Penalty: 4095.277100
	Iteration 38Q: 3 clusters Score -477545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -477545.843750 Penalty: 4095.277100
	Iteration 39Q: 3 clusters Score -477545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -477546.031250 Penalty: 4095.277100
	Iteration 40F: 3 clusters Score -477546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -477546.406250 Penalty: 4095.277100
	Iteration 41Q: 3 clusters Score -477546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -477546.406250 Penalty: 4095.277100
	Iteration 42F: 3 clusters Score -477546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -34867.917969 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -34867.92 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 153 members 
Entering Unmasked Estep 
Score: -33538.000000 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -33538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33650.003906 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -33650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33703.273438 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -33703.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33727.937500 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -33727.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33741.601562 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -33741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33747.003906 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -33747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33751.449219 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -33751.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33751.449219 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -33751.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Entering Unmasked Estep 
Score: -22773272.000000 Penalty: 2994.816406
	Iteration 0F: 2 clusters Score -2.277327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -22658140.000000 Penalty: 5989.632812
	Iteration 0F: 3 clusters Score -2.265814e+07 nChanged 84228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -22707242.000000 Penalty: 5989.632812
	Iteration 1F: 3 clusters Score -2.270724e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -22708306.000000 Penalty: 5989.632812
	Iteration 2Q: 3 clusters Score -2.270831e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -22709798.000000 Penalty: 5989.632812
	Iteration 3Q: 3 clusters Score -2.27098e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -22712032.000000 Penalty: 5989.632812
	Iteration 4Q: 3 clusters Score -2.271203e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -22715616.000000 Penalty: 5989.632812
	Iteration 5Q: 3 clusters Score -2.271562e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -22720860.000000 Penalty: 5989.632812
	Iteration 6F: 3 clusters Score -2.272086e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -22728546.000000 Penalty: 5989.632812
	Iteration 7F: 3 clusters Score -2.272855e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -22738152.000000 Penalty: 5989.632812
	Iteration 8F: 3 clusters Score -2.273815e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -22747474.000000 Penalty: 5989.632812
	Iteration 9F: 3 clusters Score -2.274747e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -22753732.000000 Penalty: 5989.632812
	Iteration 10F: 3 clusters Score -2.275373e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -22757086.000000 Penalty: 5989.632812
	Iteration 11Q: 3 clusters Score -2.275709e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -22758860.000000 Penalty: 5989.632812
	Iteration 12Q: 3 clusters Score -2.275886e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 138018 members 
Entering Unmasked Estep 
Score: -22760264.000000 Penalty: 5989.632812
	Iteration 13Q: 3 clusters Score -2.276026e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 140919 members 
Entering Unmasked Estep 
Score: -22761610.000000 Penalty: 5989.632812
	Iteration 14Q: 3 clusters Score -2.276161e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -22762822.000000 Penalty: 5989.632812
	Iteration 15Q: 3 clusters Score -2.276282e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 146087 members 
Entering Unmasked Estep 
Score: -22763618.000000 Penalty: 5989.632812
	Iteration 16Q: 3 clusters Score -2.276362e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -22764576.000000 Penalty: 5989.632812
	Iteration 17Q: 3 clusters Score -2.276458e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -22765154.000000 Penalty: 5989.632812
	Iteration 18Q: 3 clusters Score -2.276515e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -22765724.000000 Penalty: 5989.632812
	Iteration 19Q: 3 clusters Score -2.276572e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -22766400.000000 Penalty: 5989.632812
	Iteration 20F: 3 clusters Score -2.27664e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -22766922.000000 Penalty: 5989.632812
	Iteration 21Q: 3 clusters Score -2.276692e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -22767520.000000 Penalty: 5989.632812
	Iteration 22Q: 3 clusters Score -2.276752e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -22767908.000000 Penalty: 5989.632812
	Iteration 23Q: 3 clusters Score -2.276791e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -22768252.000000 Penalty: 5989.632812
	Iteration 24Q: 3 clusters Score -2.276825e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 162144 members 
Entering Unmasked Estep 
Score: -22768652.000000 Penalty: 5989.632812
	Iteration 25Q: 3 clusters Score -2.276865e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -22768888.000000 Penalty: 5989.632812
	Iteration 26Q: 3 clusters Score -2.276889e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -22769174.000000 Penalty: 5989.632812
	Iteration 27Q: 3 clusters Score -2.276917e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -22769370.000000 Penalty: 5989.632812
	Iteration 28Q: 3 clusters Score -2.276937e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 166015 members 
Entering Unmasked Estep 
Score: -22769594.000000 Penalty: 5989.632812
	Iteration 29Q: 3 clusters Score -2.276959e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 166712 members 
Entering Unmasked Estep 
Score: -22769664.000000 Penalty: 5989.632812
	Iteration 30Q: 3 clusters Score -2.276966e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 167354 members 
Entering Unmasked Estep 
Score: -22769840.000000 Penalty: 5989.632812
	Iteration 31Q: 3 clusters Score -2.276984e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 167935 members 
Entering Unmasked Estep 
Score: -22769990.000000 Penalty: 5989.632812
	Iteration 32Q: 3 clusters Score -2.276999e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 168483 members 
Entering Unmasked Estep 
Score: -22770126.000000 Penalty: 5989.632812
	Iteration 33Q: 3 clusters Score -2.277013e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 168964 members 
Entering Unmasked Estep 
Score: -22770266.000000 Penalty: 5989.632812
	Iteration 34Q: 3 clusters Score -2.277027e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 169390 members 
Entering Unmasked Estep 
Score: -22770410.000000 Penalty: 5989.632812
	Iteration 35Q: 3 clusters Score -2.277041e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -22770524.000000 Penalty: 5989.632812
	Iteration 36Q: 3 clusters Score -2.277052e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -22770574.000000 Penalty: 5989.632812
	Iteration 37Q: 3 clusters Score -2.277057e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -22770624.000000 Penalty: 5989.632812
	Iteration 38Q: 3 clusters Score -2.277062e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 170718 members 
Entering Unmasked Estep 
Score: -22770688.000000 Penalty: 5989.632812
	Iteration 39Q: 3 clusters Score -2.277069e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -22770730.000000 Penalty: 5989.632812
	Iteration 40F: 3 clusters Score -2.277073e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 171188 members 
Entering Unmasked Estep 
Score: -22770778.000000 Penalty: 5989.632812
	Iteration 41Q: 3 clusters Score -2.277078e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -22770808.000000 Penalty: 5989.632812
	Iteration 42Q: 3 clusters Score -2.277081e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -22770828.000000 Penalty: 5989.632812
	Iteration 43Q: 3 clusters Score -2.277083e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -22770870.000000 Penalty: 5989.632812
	Iteration 44Q: 3 clusters Score -2.277087e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 171919 members 
Entering Unmasked Estep 
Score: -22770906.000000 Penalty: 5989.632812
	Iteration 45Q: 3 clusters Score -2.277091e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -22770940.000000 Penalty: 5989.632812
	Iteration 46Q: 3 clusters Score -2.277094e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -22770914.000000 Penalty: 5989.632812
	Iteration 47Q: 3 clusters Score -2.277091e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -22770942.000000 Penalty: 5989.632812
	Iteration 48Q: 3 clusters Score -2.277094e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -22770910.000000 Penalty: 5989.632812
	Iteration 49Q: 3 clusters Score -2.277091e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -22770886.000000 Penalty: 5989.632812
	Iteration 50Q: 3 clusters Score -2.277089e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -22770900.000000 Penalty: 5989.632812
	Iteration 51Q: 3 clusters Score -2.27709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -22770920.000000 Penalty: 5989.632812
	Iteration 52Q: 3 clusters Score -2.277092e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -22770906.000000 Penalty: 5989.632812
	Iteration 53Q: 3 clusters Score -2.277091e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -22770910.000000 Penalty: 5989.632812
	Iteration 54Q: 3 clusters Score -2.277091e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -22770922.000000 Penalty: 5989.632812
	Iteration 55Q: 3 clusters Score -2.277092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -22770920.000000 Penalty: 5989.632812
	Iteration 56Q: 3 clusters Score -2.277092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -22770980.000000 Penalty: 5989.632812
	Iteration 57Q: 3 clusters Score -2.277098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -22770992.000000 Penalty: 5989.632812
	Iteration 58Q: 3 clusters Score -2.277099e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 173003 members 
Entering Unmasked Estep 
Score: -22771000.000000 Penalty: 5989.632812
	Iteration 59Q: 3 clusters Score -2.2771e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 173060 members 
Entering Unmasked Estep 
Score: -22770996.000000 Penalty: 5989.632812
	Iteration 60F: 3 clusters Score -2.2771e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -22771016.000000 Penalty: 5989.632812
	Iteration 61Q: 3 clusters Score -2.277102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -22771010.000000 Penalty: 5989.632812
	Iteration 62Q: 3 clusters Score -2.277101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -22771018.000000 Penalty: 5989.632812
	Iteration 63Q: 3 clusters Score -2.277102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 173213 members 
Entering Unmasked Estep 
Score: -22771010.000000 Penalty: 5989.632812
	Iteration 64Q: 3 clusters Score -2.277101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 173243 members 
Entering Unmasked Estep 
Score: -22770998.000000 Penalty: 5989.632812
	Iteration 65Q: 3 clusters Score -2.2771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -22771026.000000 Penalty: 5989.632812
	Iteration 66Q: 3 clusters Score -2.277103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -22771018.000000 Penalty: 5989.632812
	Iteration 67Q: 3 clusters Score -2.277102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -22771032.000000 Penalty: 5989.632812
	Iteration 68Q: 3 clusters Score -2.277103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -22771042.000000 Penalty: 5989.632812
	Iteration 69Q: 3 clusters Score -2.277104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -22771058.000000 Penalty: 5989.632812
	Iteration 70Q: 3 clusters Score -2.277106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -22771046.000000 Penalty: 5989.632812
	Iteration 71Q: 3 clusters Score -2.277105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -22771040.000000 Penalty: 5989.632812
	Iteration 72Q: 3 clusters Score -2.277104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -22771052.000000 Penalty: 5989.632812
	Iteration 73Q: 3 clusters Score -2.277105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 74Q: 3 clusters Score -2.277102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 173379 members 
Entering Unmasked Estep 
Score: -22771026.000000 Penalty: 5989.632812
	Iteration 75Q: 3 clusters Score -2.277103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -22771032.000000 Penalty: 5989.632812
	Iteration 76Q: 3 clusters Score -2.277103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 173396 members 
Entering Unmasked Estep 
Score: -22771018.000000 Penalty: 5989.632812
	Iteration 77Q: 3 clusters Score -2.277102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -22771022.000000 Penalty: 5989.632812
	Iteration 78Q: 3 clusters Score -2.277102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 79Q: 3 clusters Score -2.277102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -22771030.000000 Penalty: 5989.632812
	Iteration 80F: 3 clusters Score -2.277103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 173424 members 
Entering Unmasked Estep 
Score: -22771020.000000 Penalty: 5989.632812
	Iteration 81Q: 3 clusters Score -2.277102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -22771028.000000 Penalty: 5989.632812
	Iteration 82Q: 3 clusters Score -2.277103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -22771032.000000 Penalty: 5989.632812
	Iteration 83Q: 3 clusters Score -2.277103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -22771018.000000 Penalty: 5989.632812
	Iteration 84Q: 3 clusters Score -2.277102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 173438 members 
Entering Unmasked Estep 
Score: -22771028.000000 Penalty: 5989.632812
	Iteration 85Q: 3 clusters Score -2.277103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 86Q: 3 clusters Score -2.277102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -22771022.000000 Penalty: 5989.632812
	Iteration 87Q: 3 clusters Score -2.277102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 173448 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 88Q: 3 clusters Score -2.277102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -22771018.000000 Penalty: 5989.632812
	Iteration 89Q: 3 clusters Score -2.277102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -22771026.000000 Penalty: 5989.632812
	Iteration 90Q: 3 clusters Score -2.277103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -22771032.000000 Penalty: 5989.632812
	Iteration 91Q: 3 clusters Score -2.277103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -22771026.000000 Penalty: 5989.632812
	Iteration 92Q: 3 clusters Score -2.277103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -22771020.000000 Penalty: 5989.632812
	Iteration 93Q: 3 clusters Score -2.277102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 94Q: 3 clusters Score -2.277102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -22771024.000000 Penalty: 5989.632812
	Iteration 95F: 3 clusters Score -2.277102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -423370.375000 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -423370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -419924.906250 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -419924.9 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -420607.843750 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -420607.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420760.531250 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -420760.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -420829.656250 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -420829.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -420882.843750 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -420882.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -420926.250000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -420926.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -420966.156250 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -420966.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -420989.125000 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -420989.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -421008.000000 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -421008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -421028.500000 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -421028.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -421041.593750 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -421041.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -421050.125000 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -421050.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -421059.406250 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -421059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -421067.062500 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -421067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -421073.031250 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -421073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -421080.312500 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -421080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -421089.781250 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -421089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -421097.625000 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -421097.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -421101.343750 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -421101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -421103.812500 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -421103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -421105.187500 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -421105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -421107.031250 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -421107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -421110.125000 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -421110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -421112.625000 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -421112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -421116.750000 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -421116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -421117.593750 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -421117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -421120.187500 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -421120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -421121.812500 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -421121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421125.437500 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -421125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -421128.625000 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -421128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421130.406250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -421130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -421131.875000 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -421131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -421134.656250 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -421134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -421134.937500 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -421134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -421138.843750 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -421138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -421141.656250 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -421141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -421144.906250 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -421144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421145.031250 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -421145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421146.062500 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -421146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -421146.812500 Penalty: 4015.265869
	Iteration 39Q: 3 clusters Score -421146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421146.687500 Penalty: 4015.265869
	Iteration 40F: 3 clusters Score -421146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Entering Unmasked Estep 
Score: -8827335.000000 Penalty: 2766.987549
	Iteration 0F: 2 clusters Score -8827335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8780305.000000 Penalty: 5533.975098
	Iteration 0F: 3 clusters Score -8780305 nChanged 32896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8798530.000000 Penalty: 5533.975098
	Iteration 1F: 3 clusters Score -8798530 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -8798995.000000 Penalty: 5533.975098
	Iteration 2Q: 3 clusters Score -8798995 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8799404.000000 Penalty: 5533.975098
	Iteration 3Q: 3 clusters Score -8799404 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8799903.000000 Penalty: 5533.975098
	Iteration 4Q: 3 clusters Score -8799903 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -8800565.000000 Penalty: 5533.975098
	Iteration 5Q: 3 clusters Score -8800565 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -8801519.000000 Penalty: 5533.975098
	Iteration 6Q: 3 clusters Score -8801519 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8803037.000000 Penalty: 5533.975098
	Iteration 7Q: 3 clusters Score -8803037 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -8805762.000000 Penalty: 5533.975098
	Iteration 8F: 3 clusters Score -8805762 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -8809929.000000 Penalty: 5533.975098
	Iteration 9F: 3 clusters Score -8809929 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -8815456.000000 Penalty: 5533.975098
	Iteration 10F: 3 clusters Score -8815456 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8820270.000000 Penalty: 5533.975098
	Iteration 11F: 3 clusters Score -8820270 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8823209.000000 Penalty: 5533.975098
	Iteration 12Q: 3 clusters Score -8823209 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8824285.000000 Penalty: 5533.975098
	Iteration 13Q: 3 clusters Score -8824285 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8824631.000000 Penalty: 5533.975098
	Iteration 14Q: 3 clusters Score -8824631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8824772.000000 Penalty: 5533.975098
	Iteration 15Q: 3 clusters Score -8824772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8824841.000000 Penalty: 5533.975098
	Iteration 16Q: 3 clusters Score -8824841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8824863.000000 Penalty: 5533.975098
	Iteration 17Q: 3 clusters Score -8824863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8824880.000000 Penalty: 5533.975098
	Iteration 18Q: 3 clusters Score -8824880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8824903.000000 Penalty: 5533.975098
	Iteration 19Q: 3 clusters Score -8824903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8824902.000000 Penalty: 5533.975098
	Iteration 20F: 3 clusters Score -8824902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8824911.000000 Penalty: 5533.975098
	Iteration 21Q: 3 clusters Score -8824911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8824909.000000 Penalty: 5533.975098
	Iteration 22Q: 3 clusters Score -8824909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8824917.000000 Penalty: 5533.975098
	Iteration 23Q: 3 clusters Score -8824917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8824912.000000 Penalty: 5533.975098
	Iteration 24Q: 3 clusters Score -8824912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8824917.000000 Penalty: 5533.975098
	Iteration 25Q: 3 clusters Score -8824917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8824917.000000 Penalty: 5533.975098
	Iteration 26F: 3 clusters Score -8824917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Entering Unmasked Estep 
Score: -1438662.750000 Penalty: 2316.332764
	Iteration 0F: 2 clusters Score -1438663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1430048.250000 Penalty: 4632.665527
	Iteration 0F: 3 clusters Score -1430048 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1432639.375000 Penalty: 4632.665527
	Iteration 1F: 3 clusters Score -1432639 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1433004.875000 Penalty: 4632.665527
	Iteration 2F: 3 clusters Score -1433005 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1433262.125000 Penalty: 4632.665527
	Iteration 3F: 3 clusters Score -1433262 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1433471.625000 Penalty: 4632.665527
	Iteration 4Q: 3 clusters Score -1433472 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1433699.500000 Penalty: 4632.665527
	Iteration 5Q: 3 clusters Score -1433700 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1433950.500000 Penalty: 4632.665527
	Iteration 6Q: 3 clusters Score -1433950 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1434203.375000 Penalty: 4632.665527
	Iteration 7Q: 3 clusters Score -1434203 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1434463.000000 Penalty: 4632.665527
	Iteration 8Q: 3 clusters Score -1434463 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1434713.625000 Penalty: 4632.665527
	Iteration 9Q: 3 clusters Score -1434714 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1434953.625000 Penalty: 4632.665527
	Iteration 10Q: 3 clusters Score -1434954 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1435163.875000 Penalty: 4632.665527
	Iteration 11Q: 3 clusters Score -1435164 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1435359.500000 Penalty: 4632.665527
	Iteration 12Q: 3 clusters Score -1435360 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1435551.375000 Penalty: 4632.665527
	Iteration 13Q: 3 clusters Score -1435551 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1435696.750000 Penalty: 4632.665527
	Iteration 14Q: 3 clusters Score -1435697 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1435817.125000 Penalty: 4632.665527
	Iteration 15Q: 3 clusters Score -1435817 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1435932.875000 Penalty: 4632.665527
	Iteration 16Q: 3 clusters Score -1435933 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1436039.625000 Penalty: 4632.665527
	Iteration 17Q: 3 clusters Score -1436040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1436113.875000 Penalty: 4632.665527
	Iteration 18Q: 3 clusters Score -1436114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1436183.250000 Penalty: 4632.665527
	Iteration 19Q: 3 clusters Score -1436183 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1436230.875000 Penalty: 4632.665527
	Iteration 20F: 3 clusters Score -1436231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1436268.500000 Penalty: 4632.665527
	Iteration 21Q: 3 clusters Score -1436268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1436301.125000 Penalty: 4632.665527
	Iteration 22Q: 3 clusters Score -1436301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1436334.750000 Penalty: 4632.665527
	Iteration 23Q: 3 clusters Score -1436335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1436358.500000 Penalty: 4632.665527
	Iteration 24Q: 3 clusters Score -1436358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1436384.375000 Penalty: 4632.665527
	Iteration 25Q: 3 clusters Score -1436384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1436407.750000 Penalty: 4632.665527
	Iteration 26Q: 3 clusters Score -1436408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1436430.500000 Penalty: 4632.665527
	Iteration 27Q: 3 clusters Score -1436430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1436451.875000 Penalty: 4632.665527
	Iteration 28Q: 3 clusters Score -1436452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1436477.125000 Penalty: 4632.665527
	Iteration 29Q: 3 clusters Score -1436477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1436500.000000 Penalty: 4632.665527
	Iteration 30Q: 3 clusters Score -1436500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1436528.375000 Penalty: 4632.665527
	Iteration 31Q: 3 clusters Score -1436528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1436550.250000 Penalty: 4632.665527
	Iteration 32Q: 3 clusters Score -1436550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1436568.875000 Penalty: 4632.665527
	Iteration 33Q: 3 clusters Score -1436569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1436584.125000 Penalty: 4632.665527
	Iteration 34Q: 3 clusters Score -1436584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1436597.875000 Penalty: 4632.665527
	Iteration 35Q: 3 clusters Score -1436598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1436606.750000 Penalty: 4632.665527
	Iteration 36Q: 3 clusters Score -1436607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1436618.000000 Penalty: 4632.665527
	Iteration 37Q: 3 clusters Score -1436618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1436631.500000 Penalty: 4632.665527
	Iteration 38Q: 3 clusters Score -1436632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1436644.625000 Penalty: 4632.665527
	Iteration 39Q: 3 clusters Score -1436645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1436662.500000 Penalty: 4632.665527
	Iteration 40F: 3 clusters Score -1436662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1436673.750000 Penalty: 4632.665527
	Iteration 41Q: 3 clusters Score -1436674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1436687.875000 Penalty: 4632.665527
	Iteration 42Q: 3 clusters Score -1436688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1436709.000000 Penalty: 4632.665527
	Iteration 43Q: 3 clusters Score -1436709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1436747.625000 Penalty: 4632.665527
	Iteration 44Q: 3 clusters Score -1436748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1436803.875000 Penalty: 4632.665527
	Iteration 45Q: 3 clusters Score -1436804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1436869.000000 Penalty: 4632.665527
	Iteration 46Q: 3 clusters Score -1436869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1436939.875000 Penalty: 4632.665527
	Iteration 47Q: 3 clusters Score -1436940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1436985.500000 Penalty: 4632.665527
	Iteration 48Q: 3 clusters Score -1436986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1437011.000000 Penalty: 4632.665527
	Iteration 49Q: 3 clusters Score -1437011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1437030.375000 Penalty: 4632.665527
	Iteration 50Q: 3 clusters Score -1437030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1437040.875000 Penalty: 4632.665527
	Iteration 51Q: 3 clusters Score -1437041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1437052.000000 Penalty: 4632.665527
	Iteration 52Q: 3 clusters Score -1437052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1437057.250000 Penalty: 4632.665527
	Iteration 53Q: 3 clusters Score -1437057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1437061.125000 Penalty: 4632.665527
	Iteration 54Q: 3 clusters Score -1437061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1437069.375000 Penalty: 4632.665527
	Iteration 55Q: 3 clusters Score -1437069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1437070.500000 Penalty: 4632.665527
	Iteration 56Q: 3 clusters Score -1437070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1437071.000000 Penalty: 4632.665527
	Iteration 57Q: 3 clusters Score -1437071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1437071.000000 Penalty: 4632.665527
	Iteration 58F: 3 clusters Score -1437071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -198126.968750 Penalty: 1870.994385
	Iteration 0F: 2 clusters Score -198127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -195756.000000 Penalty: 3741.988770
	Iteration 0F: 3 clusters Score -195756 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -197052.484375 Penalty: 3741.988770
	Iteration 1F: 3 clusters Score -197052.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198288.109375 Penalty: 3741.988770
	Iteration 2F: 3 clusters Score -198288.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -199723.015625 Penalty: 3741.988770
	Iteration 3F: 3 clusters Score -199723 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -200419.578125 Penalty: 3741.988770
	Iteration 4F: 3 clusters Score -200419.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -200913.468750 Penalty: 3741.988770
	Iteration 5Q: 3 clusters Score -200913.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201154.640625 Penalty: 3741.988770
	Iteration 6Q: 3 clusters Score -201154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -201259.406250 Penalty: 3741.988770
	Iteration 7Q: 3 clusters Score -201259.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -201322.843750 Penalty: 3741.988770
	Iteration 8Q: 3 clusters Score -201322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201352.984375 Penalty: 3741.988770
	Iteration 9Q: 3 clusters Score -201353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201382.968750 Penalty: 3741.988770
	Iteration 10Q: 3 clusters Score -201383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201400.953125 Penalty: 3741.988770
	Iteration 11Q: 3 clusters Score -201401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201462.265625 Penalty: 3741.988770
	Iteration 12Q: 3 clusters Score -201462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -201466.468750 Penalty: 3741.988770
	Iteration 13Q: 3 clusters Score -201466.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -201473.359375 Penalty: 3741.988770
	Iteration 14Q: 3 clusters Score -201473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201477.000000 Penalty: 3741.988770
	Iteration 15Q: 3 clusters Score -201477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201478.375000 Penalty: 3741.988770
	Iteration 16Q: 3 clusters Score -201478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201480.765625 Penalty: 3741.988770
	Iteration 17Q: 3 clusters Score -201480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201481.562500 Penalty: 3741.988770
	Iteration 18Q: 3 clusters Score -201481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201483.843750 Penalty: 3741.988770
	Iteration 19Q: 3 clusters Score -201483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201488.062500 Penalty: 3741.988770
	Iteration 20F: 3 clusters Score -201488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -201492.625000 Penalty: 3741.988770
	Iteration 21Q: 3 clusters Score -201492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -201497.625000 Penalty: 3741.988770
	Iteration 22Q: 3 clusters Score -201497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -201507.015625 Penalty: 3741.988770
	Iteration 23Q: 3 clusters Score -201507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -201514.796875 Penalty: 3741.988770
	Iteration 24Q: 3 clusters Score -201514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201523.921875 Penalty: 3741.988770
	Iteration 25Q: 3 clusters Score -201523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201540.625000 Penalty: 3741.988770
	Iteration 26Q: 3 clusters Score -201540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -201554.062500 Penalty: 3741.988770
	Iteration 27Q: 3 clusters Score -201554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -201565.328125 Penalty: 3741.988770
	Iteration 28Q: 3 clusters Score -201565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201580.781250 Penalty: 3741.988770
	Iteration 29Q: 3 clusters Score -201580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -201611.765625 Penalty: 3741.988770
	Iteration 30Q: 3 clusters Score -201611.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201651.375000 Penalty: 3741.988770
	Iteration 31Q: 3 clusters Score -201651.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -201709.984375 Penalty: 3741.988770
	Iteration 32Q: 3 clusters Score -201710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -201776.546875 Penalty: 3741.988770
	Iteration 33Q: 3 clusters Score -201776.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -201903.828125 Penalty: 3741.988770
	Iteration 34Q: 3 clusters Score -201903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -202142.625000 Penalty: 3741.988770
	Iteration 35Q: 3 clusters Score -202142.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -202322.218750 Penalty: 3741.988770
	Iteration 36Q: 3 clusters Score -202322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202336.218750 Penalty: 3741.988770
	Iteration 37Q: 3 clusters Score -202336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -202350.234375 Penalty: 3741.988770
	Iteration 38Q: 3 clusters Score -202350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -202350.234375 Penalty: 3741.988770
	Iteration 39F: 3 clusters Score -202350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 64070 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 175584 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 70067 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 200553 members 
Mstep: Class 15 contains 181874 members 
Mstep: Class 16 contains 198314 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167532 members 
Entering Unmasked Estep 
Score: -138537696.000000 Penalty: 62066.378906
Splitting cluster 13 changes total score from -138531472.000000 to -138537696.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 14 (200553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200553 members 
Entering Unmasked Estep 
Score: -25896140.000000 Penalty: 3027.790771
	Iteration 0F: 2 clusters Score -2.589614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -25768216.000000 Penalty: 6055.581543
	Iteration 0F: 3 clusters Score -2.576822e+07 nChanged 96400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -25824632.000000 Penalty: 6055.581543
	Iteration 1F: 3 clusters Score -2.582463e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -25826106.000000 Penalty: 6055.581543
	Iteration 2Q: 3 clusters Score -2.582611e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -25828576.000000 Penalty: 6055.581543
	Iteration 3Q: 3 clusters Score -2.582858e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -25832326.000000 Penalty: 6055.581543
	Iteration 4Q: 3 clusters Score -2.583233e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -25838530.000000 Penalty: 6055.581543
	Iteration 5F: 3 clusters Score -2.583853e+07 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -25848234.000000 Penalty: 6055.581543
	Iteration 6F: 3 clusters Score -2.584823e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -25861312.000000 Penalty: 6055.581543
	Iteration 7F: 3 clusters Score -2.586131e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -25873948.000000 Penalty: 6055.581543
	Iteration 8F: 3 clusters Score -2.587395e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -25878426.000000 Penalty: 6055.581543
	Iteration 9F: 3 clusters Score -2.587843e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -25879348.000000 Penalty: 6055.581543
	Iteration 10Q: 3 clusters Score -2.587935e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 132657 members 
Entering Unmasked Estep 
Score: -25879658.000000 Penalty: 6055.581543
	Iteration 11Q: 3 clusters Score -2.587966e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -25879680.000000 Penalty: 6055.581543
	Iteration 12Q: 3 clusters Score -2.587968e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -25879542.000000 Penalty: 6055.581543
	Iteration 13Q: 3 clusters Score -2.587954e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 130104 members 
Entering Unmasked Estep 
Score: -25879630.000000 Penalty: 6055.581543
	Iteration 14Q: 3 clusters Score -2.587963e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -25879238.000000 Penalty: 6055.581543
	Iteration 15Q: 3 clusters Score -2.587924e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -25879162.000000 Penalty: 6055.581543
	Iteration 16Q: 3 clusters Score -2.587916e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -25879036.000000 Penalty: 6055.581543
	Iteration 17Q: 3 clusters Score -2.587904e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -25878858.000000 Penalty: 6055.581543
	Iteration 18Q: 3 clusters Score -2.587886e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -25878762.000000 Penalty: 6055.581543
	Iteration 19Q: 3 clusters Score -2.587876e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -25878644.000000 Penalty: 6055.581543
	Iteration 20F: 3 clusters Score -2.587864e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
Score: -25878498.000000 Penalty: 6055.581543
	Iteration 21Q: 3 clusters Score -2.58785e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -25878252.000000 Penalty: 6055.581543
	Iteration 22Q: 3 clusters Score -2.587825e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -25878104.000000 Penalty: 6055.581543
	Iteration 23Q: 3 clusters Score -2.58781e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -25877888.000000 Penalty: 6055.581543
	Iteration 24Q: 3 clusters Score -2.587789e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -25877820.000000 Penalty: 6055.581543
	Iteration 25Q: 3 clusters Score -2.587782e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -25877790.000000 Penalty: 6055.581543
	Iteration 26Q: 3 clusters Score -2.587779e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 112676 members 
Entering Unmasked Estep 
Score: -25877788.000000 Penalty: 6055.581543
	Iteration 27Q: 3 clusters Score -2.587779e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -25877592.000000 Penalty: 6055.581543
	Iteration 28Q: 3 clusters Score -2.587759e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -25877502.000000 Penalty: 6055.581543
	Iteration 29Q: 3 clusters Score -2.58775e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -25877350.000000 Penalty: 6055.581543
	Iteration 30Q: 3 clusters Score -2.587735e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -25877254.000000 Penalty: 6055.581543
	Iteration 31Q: 3 clusters Score -2.587725e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -25877252.000000 Penalty: 6055.581543
	Iteration 32Q: 3 clusters Score -2.587725e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 105385 members 
Entering Unmasked Estep 
Score: -25877158.000000 Penalty: 6055.581543
	Iteration 33Q: 3 clusters Score -2.587716e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -25877186.000000 Penalty: 6055.581543
	Iteration 34Q: 3 clusters Score -2.587719e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -25877152.000000 Penalty: 6055.581543
	Iteration 35Q: 3 clusters Score -2.587715e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -25877082.000000 Penalty: 6055.581543
	Iteration 36Q: 3 clusters Score -2.587708e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 101318 members 
Entering Unmasked Estep 
Score: -25877102.000000 Penalty: 6055.581543
	Iteration 37Q: 3 clusters Score -2.58771e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -25877094.000000 Penalty: 6055.581543
	Iteration 38Q: 3 clusters Score -2.587709e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -25877064.000000 Penalty: 6055.581543
	Iteration 39Q: 3 clusters Score -2.587706e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -25877058.000000 Penalty: 6055.581543
	Iteration 40F: 3 clusters Score -2.587706e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -25877120.000000 Penalty: 6055.581543
	Iteration 41Q: 3 clusters Score -2.587712e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -25877168.000000 Penalty: 6055.581543
	Iteration 42Q: 3 clusters Score -2.587717e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -25877160.000000 Penalty: 6055.581543
	Iteration 43Q: 3 clusters Score -2.587716e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -25877196.000000 Penalty: 6055.581543
	Iteration 44Q: 3 clusters Score -2.58772e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -25877258.000000 Penalty: 6055.581543
	Iteration 45Q: 3 clusters Score -2.587726e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -25877240.000000 Penalty: 6055.581543
	Iteration 46Q: 3 clusters Score -2.587724e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -25877306.000000 Penalty: 6055.581543
	Iteration 47Q: 3 clusters Score -2.587731e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -25877346.000000 Penalty: 6055.581543
	Iteration 48Q: 3 clusters Score -2.587735e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -25877384.000000 Penalty: 6055.581543
	Iteration 49Q: 3 clusters Score -2.587738e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -25877332.000000 Penalty: 6055.581543
	Iteration 50Q: 3 clusters Score -2.587733e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -25877396.000000 Penalty: 6055.581543
	Iteration 51Q: 3 clusters Score -2.58774e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -25877396.000000 Penalty: 6055.581543
	Iteration 52Q: 3 clusters Score -2.58774e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -25877330.000000 Penalty: 6055.581543
	Iteration 53Q: 3 clusters Score -2.587733e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -25877386.000000 Penalty: 6055.581543
	Iteration 54Q: 3 clusters Score -2.587739e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -25877392.000000 Penalty: 6055.581543
	Iteration 55Q: 3 clusters Score -2.587739e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -25877338.000000 Penalty: 6055.581543
	Iteration 56Q: 3 clusters Score -2.587734e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107201 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -25877324.000000 Penalty: 6055.581543
	Iteration 57Q: 3 clusters Score -2.587732e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -25877374.000000 Penalty: 6055.581543
	Iteration 58Q: 3 clusters Score -2.587737e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -25877320.000000 Penalty: 6055.581543
	Iteration 59Q: 3 clusters Score -2.587732e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -25877326.000000 Penalty: 6055.581543
	Iteration 60F: 3 clusters Score -2.587733e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -25877378.000000 Penalty: 6055.581543
	Iteration 61Q: 3 clusters Score -2.587738e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -25877424.000000 Penalty: 6055.581543
	Iteration 62Q: 3 clusters Score -2.587742e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -25877430.000000 Penalty: 6055.581543
	Iteration 63Q: 3 clusters Score -2.587743e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -25877458.000000 Penalty: 6055.581543
	Iteration 64Q: 3 clusters Score -2.587746e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -25877440.000000 Penalty: 6055.581543
	Iteration 65Q: 3 clusters Score -2.587744e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108199 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -25877442.000000 Penalty: 6055.581543
	Iteration 66Q: 3 clusters Score -2.587744e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -25877422.000000 Penalty: 6055.581543
	Iteration 67Q: 3 clusters Score -2.587742e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -25877438.000000 Penalty: 6055.581543
	Iteration 68Q: 3 clusters Score -2.587744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -25877394.000000 Penalty: 6055.581543
	Iteration 69Q: 3 clusters Score -2.587739e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -25877390.000000 Penalty: 6055.581543
	Iteration 70Q: 3 clusters Score -2.587739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -25877382.000000 Penalty: 6055.581543
	Iteration 71Q: 3 clusters Score -2.587738e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -25877398.000000 Penalty: 6055.581543
	Iteration 72Q: 3 clusters Score -2.58774e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -25877412.000000 Penalty: 6055.581543
	Iteration 73Q: 3 clusters Score -2.587741e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -25877404.000000 Penalty: 6055.581543
	Iteration 74Q: 3 clusters Score -2.58774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -25877406.000000 Penalty: 6055.581543
	Iteration 75Q: 3 clusters Score -2.587741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108627 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -25877414.000000 Penalty: 6055.581543
	Iteration 76Q: 3 clusters Score -2.587741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -25877380.000000 Penalty: 6055.581543
	Iteration 77Q: 3 clusters Score -2.587738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -25877402.000000 Penalty: 6055.581543
	Iteration 78Q: 3 clusters Score -2.58774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -25877410.000000 Penalty: 6055.581543
	Iteration 79Q: 3 clusters Score -2.587741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -25877398.000000 Penalty: 6055.581543
	Iteration 80F: 3 clusters Score -2.58774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -25877410.000000 Penalty: 6055.581543
	Iteration 81Q: 3 clusters Score -2.587741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -25877398.000000 Penalty: 6055.581543
	Iteration 82Q: 3 clusters Score -2.58774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -25877428.000000 Penalty: 6055.581543
	Iteration 83Q: 3 clusters Score -2.587743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -25877456.000000 Penalty: 6055.581543
	Iteration 84Q: 3 clusters Score -2.587746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 85Q: 3 clusters Score -2.587746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -25877460.000000 Penalty: 6055.581543
	Iteration 86Q: 3 clusters Score -2.587746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -25877476.000000 Penalty: 6055.581543
	Iteration 87Q: 3 clusters Score -2.587748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -25877474.000000 Penalty: 6055.581543
	Iteration 88Q: 3 clusters Score -2.587747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -25877440.000000 Penalty: 6055.581543
	Iteration 89Q: 3 clusters Score -2.587744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -25877456.000000 Penalty: 6055.581543
	Iteration 90Q: 3 clusters Score -2.587746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -25877470.000000 Penalty: 6055.581543
	Iteration 91Q: 3 clusters Score -2.587747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -25877466.000000 Penalty: 6055.581543
	Iteration 92Q: 3 clusters Score -2.587747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108855 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -25877448.000000 Penalty: 6055.581543
	Iteration 93Q: 3 clusters Score -2.587745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -25877470.000000 Penalty: 6055.581543
	Iteration 94Q: 3 clusters Score -2.587747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -25877454.000000 Penalty: 6055.581543
	Iteration 95Q: 3 clusters Score -2.587745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -25877448.000000 Penalty: 6055.581543
	Iteration 96Q: 3 clusters Score -2.587745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -25877426.000000 Penalty: 6055.581543
	Iteration 97Q: 3 clusters Score -2.587743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -25877444.000000 Penalty: 6055.581543
	Iteration 98Q: 3 clusters Score -2.587744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -25877484.000000 Penalty: 6055.581543
	Iteration 99Q: 3 clusters Score -2.587748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -25877480.000000 Penalty: 6055.581543
	Iteration 100F: 3 clusters Score -2.587748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -25877468.000000 Penalty: 6055.581543
	Iteration 101Q: 3 clusters Score -2.587747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108977 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -25877490.000000 Penalty: 6055.581543
	Iteration 102Q: 3 clusters Score -2.587749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -25877506.000000 Penalty: 6055.581543
	Iteration 103Q: 3 clusters Score -2.587751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 104Q: 3 clusters Score -2.587747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 105Q: 3 clusters Score -2.587747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -25877480.000000 Penalty: 6055.581543
	Iteration 106Q: 3 clusters Score -2.587748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -25877474.000000 Penalty: 6055.581543
	Iteration 107Q: 3 clusters Score -2.587747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 108Q: 3 clusters Score -2.587746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -25877478.000000 Penalty: 6055.581543
	Iteration 109Q: 3 clusters Score -2.587748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 110Q: 3 clusters Score -2.587747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 111Q: 3 clusters Score -2.587746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -25877468.000000 Penalty: 6055.581543
	Iteration 112Q: 3 clusters Score -2.587747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 113Q: 3 clusters Score -2.587747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -25877476.000000 Penalty: 6055.581543
	Iteration 114Q: 3 clusters Score -2.587748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 115Q: 3 clusters Score -2.587747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -25877452.000000 Penalty: 6055.581543
	Iteration 116Q: 3 clusters Score -2.587745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -25877448.000000 Penalty: 6055.581543
	Iteration 117Q: 3 clusters Score -2.587745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 118Q: 3 clusters Score -2.587746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -25877472.000000 Penalty: 6055.581543
	Iteration 119Q: 3 clusters Score -2.587747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -25877466.000000 Penalty: 6055.581543
	Iteration 120F: 3 clusters Score -2.587747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 121Q: 3 clusters Score -2.587746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109135 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -25877470.000000 Penalty: 6055.581543
	Iteration 122Q: 3 clusters Score -2.587747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -25877460.000000 Penalty: 6055.581543
	Iteration 123Q: 3 clusters Score -2.587746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -25877458.000000 Penalty: 6055.581543
	Iteration 124Q: 3 clusters Score -2.587746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -25877454.000000 Penalty: 6055.581543
	Iteration 125Q: 3 clusters Score -2.587745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -25877452.000000 Penalty: 6055.581543
	Iteration 126Q: 3 clusters Score -2.587745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -25877466.000000 Penalty: 6055.581543
	Iteration 127Q: 3 clusters Score -2.587747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 128Q: 3 clusters Score -2.587746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -25877450.000000 Penalty: 6055.581543
	Iteration 129Q: 3 clusters Score -2.587745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -25877444.000000 Penalty: 6055.581543
	Iteration 130Q: 3 clusters Score -2.587744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -25877462.000000 Penalty: 6055.581543
	Iteration 131Q: 3 clusters Score -2.587746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -25877450.000000 Penalty: 6055.581543
	Iteration 132Q: 3 clusters Score -2.587745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -25877458.000000 Penalty: 6055.581543
	Iteration 133Q: 3 clusters Score -2.587746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -25877476.000000 Penalty: 6055.581543
	Iteration 134Q: 3 clusters Score -2.587748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -25877470.000000 Penalty: 6055.581543
	Iteration 135Q: 3 clusters Score -2.587747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -25877458.000000 Penalty: 6055.581543
	Iteration 136Q: 3 clusters Score -2.587746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -25877440.000000 Penalty: 6055.581543
	Iteration 137Q: 3 clusters Score -2.587744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -25877446.000000 Penalty: 6055.581543
	Iteration 138Q: 3 clusters Score -2.587745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -25877444.000000 Penalty: 6055.581543
	Iteration 139Q: 3 clusters Score -2.587744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -25877444.000000 Penalty: 6055.581543
	Iteration 140F: 3 clusters Score -2.587744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181874 members 
Entering Unmasked Estep 
Score: -23519146.000000 Penalty: 3003.545166
	Iteration 0F: 2 clusters Score -2.351915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -23400154.000000 Penalty: 6007.090332
	Iteration 0F: 3 clusters Score -2.340015e+07 nChanged 87608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -23452612.000000 Penalty: 6007.090332
	Iteration 1F: 3 clusters Score -2.345261e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -23455220.000000 Penalty: 6007.090332
	Iteration 2Q: 3 clusters Score -2.345522e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -23459570.000000 Penalty: 6007.090332
	Iteration 3F: 3 clusters Score -2.345957e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -23466858.000000 Penalty: 6007.090332
	Iteration 4F: 3 clusters Score -2.346686e+07 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 134600 members 
Entering Unmasked Estep 
Score: -23478674.000000 Penalty: 6007.090332
	Iteration 5F: 3 clusters Score -2.347867e+07 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -23492636.000000 Penalty: 6007.090332
	Iteration 6F: 3 clusters Score -2.349264e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -23503936.000000 Penalty: 6007.090332
	Iteration 7F: 3 clusters Score -2.350394e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -23511216.000000 Penalty: 6007.090332
	Iteration 8Q: 3 clusters Score -2.351122e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -23514420.000000 Penalty: 6007.090332
	Iteration 9Q: 3 clusters Score -2.351442e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -23516018.000000 Penalty: 6007.090332
	Iteration 10Q: 3 clusters Score -2.351602e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -23516788.000000 Penalty: 6007.090332
	Iteration 11Q: 3 clusters Score -2.351679e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -23517156.000000 Penalty: 6007.090332
	Iteration 12Q: 3 clusters Score -2.351716e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 175996 members 
Entering Unmasked Estep 
Score: -23517486.000000 Penalty: 6007.090332
	Iteration 13Q: 3 clusters Score -2.351749e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 176633 members 
Entering Unmasked Estep 
Score: -23517668.000000 Penalty: 6007.090332
	Iteration 14Q: 3 clusters Score -2.351767e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 177118 members 
Entering Unmasked Estep 
Score: -23517798.000000 Penalty: 6007.090332
	Iteration 15Q: 3 clusters Score -2.35178e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -23517848.000000 Penalty: 6007.090332
	Iteration 16Q: 3 clusters Score -2.351785e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 177767 members 
Entering Unmasked Estep 
Score: -23517896.000000 Penalty: 6007.090332
	Iteration 17Q: 3 clusters Score -2.35179e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 177994 members 
Entering Unmasked Estep 
Score: -23517930.000000 Penalty: 6007.090332
	Iteration 18Q: 3 clusters Score -2.351793e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 178175 members 
Entering Unmasked Estep 
Score: -23517946.000000 Penalty: 6007.090332
	Iteration 19Q: 3 clusters Score -2.351795e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -23517966.000000 Penalty: 6007.090332
	Iteration 20F: 3 clusters Score -2.351797e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 178440 members 
Entering Unmasked Estep 
Score: -23517954.000000 Penalty: 6007.090332
	Iteration 21Q: 3 clusters Score -2.351795e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 178539 members 
Entering Unmasked Estep 
Score: -23517916.000000 Penalty: 6007.090332
	Iteration 22Q: 3 clusters Score -2.351792e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 178639 members 
Entering Unmasked Estep 
Score: -23517914.000000 Penalty: 6007.090332
	Iteration 23Q: 3 clusters Score -2.351791e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -23517906.000000 Penalty: 6007.090332
	Iteration 24Q: 3 clusters Score -2.351791e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -23517914.000000 Penalty: 6007.090332
	Iteration 25Q: 3 clusters Score -2.351791e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -23517910.000000 Penalty: 6007.090332
	Iteration 26Q: 3 clusters Score -2.351791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -23517946.000000 Penalty: 6007.090332
	Iteration 27Q: 3 clusters Score -2.351795e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 178928 members 
Entering Unmasked Estep 
Score: -23517928.000000 Penalty: 6007.090332
	Iteration 28Q: 3 clusters Score -2.351793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -23517924.000000 Penalty: 6007.090332
	Iteration 29Q: 3 clusters Score -2.351792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 179025 members 
Entering Unmasked Estep 
Score: -23517910.000000 Penalty: 6007.090332
	Iteration 30Q: 3 clusters Score -2.351791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -23517918.000000 Penalty: 6007.090332
	Iteration 31Q: 3 clusters Score -2.351792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -23517918.000000 Penalty: 6007.090332
	Iteration 32Q: 3 clusters Score -2.351792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -23517924.000000 Penalty: 6007.090332
	Iteration 33Q: 3 clusters Score -2.351792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 179167 members 
Entering Unmasked Estep 
Score: -23517934.000000 Penalty: 6007.090332
	Iteration 34Q: 3 clusters Score -2.351793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -23517906.000000 Penalty: 6007.090332
	Iteration 35Q: 3 clusters Score -2.351791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -23517890.000000 Penalty: 6007.090332
	Iteration 36Q: 3 clusters Score -2.351789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -23517884.000000 Penalty: 6007.090332
	Iteration 37Q: 3 clusters Score -2.351788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 179250 members 
Entering Unmasked Estep 
Score: -23517866.000000 Penalty: 6007.090332
	Iteration 38Q: 3 clusters Score -2.351787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -23517878.000000 Penalty: 6007.090332
	Iteration 39Q: 3 clusters Score -2.351788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 179290 members 
Entering Unmasked Estep 
Score: -23517868.000000 Penalty: 6007.090332
	Iteration 40F: 3 clusters Score -2.351787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 179306 members 
Entering Unmasked Estep 
Score: -23517872.000000 Penalty: 6007.090332
	Iteration 41Q: 3 clusters Score -2.351787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 179319 members 
Entering Unmasked Estep 
Score: -23517874.000000 Penalty: 6007.090332
	Iteration 42Q: 3 clusters Score -2.351787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 179320 members 
Entering Unmasked Estep 
Score: -23517870.000000 Penalty: 6007.090332
	Iteration 43Q: 3 clusters Score -2.351787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 179324 members 
Entering Unmasked Estep 
Score: -23517850.000000 Penalty: 6007.090332
	Iteration 44Q: 3 clusters Score -2.351785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 179327 members 
Entering Unmasked Estep 
Score: -23517864.000000 Penalty: 6007.090332
	Iteration 45Q: 3 clusters Score -2.351786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -23517876.000000 Penalty: 6007.090332
	Iteration 46Q: 3 clusters Score -2.351788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -23517874.000000 Penalty: 6007.090332
	Iteration 47Q: 3 clusters Score -2.351787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -23517886.000000 Penalty: 6007.090332
	Iteration 48Q: 3 clusters Score -2.351789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -23517872.000000 Penalty: 6007.090332
	Iteration 49Q: 3 clusters Score -2.351787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -23517876.000000 Penalty: 6007.090332
	Iteration 50Q: 3 clusters Score -2.351788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -23517876.000000 Penalty: 6007.090332
	Iteration 51F: 3 clusters Score -2.351788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (198314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198314 members 
Entering Unmasked Estep 
Score: -25650986.000000 Penalty: 3025.006592
	Iteration 0F: 2 clusters Score -2.565099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -25522950.000000 Penalty: 6050.013184
	Iteration 0F: 3 clusters Score -2.552295e+07 nChanged 95520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -25580578.000000 Penalty: 6050.013184
	Iteration 1F: 3 clusters Score -2.558058e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -25582806.000000 Penalty: 6050.013184
	Iteration 2Q: 3 clusters Score -2.558281e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -25586198.000000 Penalty: 6050.013184
	Iteration 3Q: 3 clusters Score -2.55862e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -25591740.000000 Penalty: 6050.013184
	Iteration 4F: 3 clusters Score -2.559174e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -25600124.000000 Penalty: 6050.013184
	Iteration 5F: 3 clusters Score -2.560012e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -25610664.000000 Penalty: 6050.013184
	Iteration 6F: 3 clusters Score -2.561066e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -25620796.000000 Penalty: 6050.013184
	Iteration 7F: 3 clusters Score -2.56208e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -25626138.000000 Penalty: 6050.013184
	Iteration 8F: 3 clusters Score -2.562614e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -25628286.000000 Penalty: 6050.013184
	Iteration 9Q: 3 clusters Score -2.562829e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -25628930.000000 Penalty: 6050.013184
	Iteration 10Q: 3 clusters Score -2.562893e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -25629472.000000 Penalty: 6050.013184
	Iteration 11Q: 3 clusters Score -2.562947e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -25629916.000000 Penalty: 6050.013184
	Iteration 12Q: 3 clusters Score -2.562992e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 117667 members 
Entering Unmasked Estep 
Score: -25630226.000000 Penalty: 6050.013184
	Iteration 13Q: 3 clusters Score -2.563023e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -25630668.000000 Penalty: 6050.013184
	Iteration 14Q: 3 clusters Score -2.563067e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -25631046.000000 Penalty: 6050.013184
	Iteration 15Q: 3 clusters Score -2.563105e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -25631458.000000 Penalty: 6050.013184
	Iteration 16Q: 3 clusters Score -2.563146e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -25631920.000000 Penalty: 6050.013184
	Iteration 17Q: 3 clusters Score -2.563192e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -25632330.000000 Penalty: 6050.013184
	Iteration 18Q: 3 clusters Score -2.563233e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -25632876.000000 Penalty: 6050.013184
	Iteration 19Q: 3 clusters Score -2.563288e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -25633468.000000 Penalty: 6050.013184
	Iteration 20F: 3 clusters Score -2.563347e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 131663 members 
Entering Unmasked Estep 
Score: -25633978.000000 Penalty: 6050.013184
	Iteration 21Q: 3 clusters Score -2.563398e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 133850 members 
Entering Unmasked Estep 
Score: -25634564.000000 Penalty: 6050.013184
	Iteration 22Q: 3 clusters Score -2.563456e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -25635208.000000 Penalty: 6050.013184
	Iteration 23Q: 3 clusters Score -2.563521e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 138509 members 
Entering Unmasked Estep 
Score: -25635840.000000 Penalty: 6050.013184
	Iteration 24Q: 3 clusters Score -2.563584e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -25636610.000000 Penalty: 6050.013184
	Iteration 25Q: 3 clusters Score -2.563661e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -25637194.000000 Penalty: 6050.013184
	Iteration 26Q: 3 clusters Score -2.563719e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -25637790.000000 Penalty: 6050.013184
	Iteration 27Q: 3 clusters Score -2.563779e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -25638202.000000 Penalty: 6050.013184
	Iteration 28Q: 3 clusters Score -2.56382e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 150559 members 
Entering Unmasked Estep 
Score: -25638796.000000 Penalty: 6050.013184
	Iteration 29Q: 3 clusters Score -2.56388e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -25639352.000000 Penalty: 6050.013184
	Iteration 30Q: 3 clusters Score -2.563935e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -25639922.000000 Penalty: 6050.013184
	Iteration 31Q: 3 clusters Score -2.563992e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -25640538.000000 Penalty: 6050.013184
	Iteration 32Q: 3 clusters Score -2.564054e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -25641164.000000 Penalty: 6050.013184
	Iteration 33Q: 3 clusters Score -2.564116e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -25641792.000000 Penalty: 6050.013184
	Iteration 34Q: 3 clusters Score -2.564179e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -25642658.000000 Penalty: 6050.013184
	Iteration 35Q: 3 clusters Score -2.564266e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -25643540.000000 Penalty: 6050.013184
	Iteration 36Q: 3 clusters Score -2.564354e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 170294 members 
Entering Unmasked Estep 
Score: -25644178.000000 Penalty: 6050.013184
	Iteration 37Q: 3 clusters Score -2.564418e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -25644910.000000 Penalty: 6050.013184
	Iteration 38Q: 3 clusters Score -2.564491e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 174924 members 
Entering Unmasked Estep 
Score: -25645516.000000 Penalty: 6050.013184
	Iteration 39Q: 3 clusters Score -2.564552e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -25646238.000000 Penalty: 6050.013184
	Iteration 40F: 3 clusters Score -2.564624e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 179067 members 
Entering Unmasked Estep 
Score: -25646856.000000 Penalty: 6050.013184
	Iteration 41Q: 3 clusters Score -2.564686e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -25647496.000000 Penalty: 6050.013184
	Iteration 42Q: 3 clusters Score -2.56475e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -25647928.000000 Penalty: 6050.013184
	Iteration 43Q: 3 clusters Score -2.564793e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 183889 members 
Entering Unmasked Estep 
Score: -25648280.000000 Penalty: 6050.013184
	Iteration 44Q: 3 clusters Score -2.564828e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -25648508.000000 Penalty: 6050.013184
	Iteration 45Q: 3 clusters Score -2.564851e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 186211 members 
Entering Unmasked Estep 
Score: -25648710.000000 Penalty: 6050.013184
	Iteration 46Q: 3 clusters Score -2.564871e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -25648880.000000 Penalty: 6050.013184
	Iteration 47Q: 3 clusters Score -2.564888e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 187995 members 
Entering Unmasked Estep 
Score: -25648958.000000 Penalty: 6050.013184
	Iteration 48Q: 3 clusters Score -2.564896e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 188723 members 
Entering Unmasked Estep 
Score: -25649050.000000 Penalty: 6050.013184
	Iteration 49Q: 3 clusters Score -2.564905e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 189318 members 
Entering Unmasked Estep 
Score: -25649116.000000 Penalty: 6050.013184
	Iteration 50Q: 3 clusters Score -2.564912e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -25649130.000000 Penalty: 6050.013184
	Iteration 51Q: 3 clusters Score -2.564913e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -25649118.000000 Penalty: 6050.013184
	Iteration 52Q: 3 clusters Score -2.564912e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 190690 members 
Entering Unmasked Estep 
Score: -25649170.000000 Penalty: 6050.013184
	Iteration 53Q: 3 clusters Score -2.564917e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 191037 members 
Entering Unmasked Estep 
Score: -25649128.000000 Penalty: 6050.013184
	Iteration 54Q: 3 clusters Score -2.564913e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 191343 members 
Entering Unmasked Estep 
Score: -25649098.000000 Penalty: 6050.013184
	Iteration 55Q: 3 clusters Score -2.56491e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 191599 members 
Entering Unmasked Estep 
Score: -25649108.000000 Penalty: 6050.013184
	Iteration 56Q: 3 clusters Score -2.564911e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 191844 members 
Entering Unmasked Estep 
Score: -25649088.000000 Penalty: 6050.013184
	Iteration 57Q: 3 clusters Score -2.564909e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 192064 members 
Entering Unmasked Estep 
Score: -25649096.000000 Penalty: 6050.013184
	Iteration 58Q: 3 clusters Score -2.56491e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -25649088.000000 Penalty: 6050.013184
	Iteration 59Q: 3 clusters Score -2.564909e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 192466 members 
Entering Unmasked Estep 
Score: -25649082.000000 Penalty: 6050.013184
	Iteration 60F: 3 clusters Score -2.564908e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 192640 members 
Entering Unmasked Estep 
Score: -25649064.000000 Penalty: 6050.013184
	Iteration 61Q: 3 clusters Score -2.564906e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 192802 members 
Entering Unmasked Estep 
Score: -25649112.000000 Penalty: 6050.013184
	Iteration 62Q: 3 clusters Score -2.564911e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 192954 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 63Q: 3 clusters Score -2.564916e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 193097 members 
Entering Unmasked Estep 
Score: -25649208.000000 Penalty: 6050.013184
	Iteration 64Q: 3 clusters Score -2.564921e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 193225 members 
Entering Unmasked Estep 
Score: -25649190.000000 Penalty: 6050.013184
	Iteration 65Q: 3 clusters Score -2.564919e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 193355 members 
Entering Unmasked Estep 
Score: -25649154.000000 Penalty: 6050.013184
	Iteration 66Q: 3 clusters Score -2.564915e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -25649150.000000 Penalty: 6050.013184
	Iteration 67Q: 3 clusters Score -2.564915e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 193572 members 
Entering Unmasked Estep 
Score: -25649128.000000 Penalty: 6050.013184
	Iteration 68Q: 3 clusters Score -2.564913e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 193671 members 
Entering Unmasked Estep 
Score: -25649100.000000 Penalty: 6050.013184
	Iteration 69Q: 3 clusters Score -2.56491e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -25649092.000000 Penalty: 6050.013184
	Iteration 70Q: 3 clusters Score -2.564909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 193831 members 
Entering Unmasked Estep 
Score: -25649068.000000 Penalty: 6050.013184
	Iteration 71Q: 3 clusters Score -2.564907e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 193902 members 
Entering Unmasked Estep 
Score: -25649088.000000 Penalty: 6050.013184
	Iteration 72Q: 3 clusters Score -2.564909e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 193958 members 
Entering Unmasked Estep 
Score: -25649044.000000 Penalty: 6050.013184
	Iteration 73Q: 3 clusters Score -2.564904e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 194013 members 
Entering Unmasked Estep 
Score: -25649068.000000 Penalty: 6050.013184
	Iteration 74Q: 3 clusters Score -2.564907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 194056 members 
Entering Unmasked Estep 
Score: -25649098.000000 Penalty: 6050.013184
	Iteration 75Q: 3 clusters Score -2.56491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 194091 members 
Entering Unmasked Estep 
Score: -25649096.000000 Penalty: 6050.013184
	Iteration 76Q: 3 clusters Score -2.56491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 194115 members 
Entering Unmasked Estep 
Score: -25649100.000000 Penalty: 6050.013184
	Iteration 77Q: 3 clusters Score -2.56491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
Score: -25649150.000000 Penalty: 6050.013184
	Iteration 78Q: 3 clusters Score -2.564915e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 194175 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 79Q: 3 clusters Score -2.564916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -25649114.000000 Penalty: 6050.013184
	Iteration 80F: 3 clusters Score -2.564911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 194237 members 
Entering Unmasked Estep 
Score: -25649126.000000 Penalty: 6050.013184
	Iteration 81Q: 3 clusters Score -2.564913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 194270 members 
Entering Unmasked Estep 
Score: -25649104.000000 Penalty: 6050.013184
	Iteration 82Q: 3 clusters Score -2.56491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 194290 members 
Entering Unmasked Estep 
Score: -25649126.000000 Penalty: 6050.013184
	Iteration 83Q: 3 clusters Score -2.564913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 194311 members 
Entering Unmasked Estep 
Score: -25649140.000000 Penalty: 6050.013184
	Iteration 84Q: 3 clusters Score -2.564914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 194337 members 
Entering Unmasked Estep 
Score: -25649154.000000 Penalty: 6050.013184
	Iteration 85Q: 3 clusters Score -2.564915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 194369 members 
Entering Unmasked Estep 
Score: -25649154.000000 Penalty: 6050.013184
	Iteration 86Q: 3 clusters Score -2.564915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 194400 members 
Entering Unmasked Estep 
Score: -25649146.000000 Penalty: 6050.013184
	Iteration 87Q: 3 clusters Score -2.564915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 194429 members 
Entering Unmasked Estep 
Score: -25649134.000000 Penalty: 6050.013184
	Iteration 88Q: 3 clusters Score -2.564913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 194457 members 
Entering Unmasked Estep 
Score: -25649132.000000 Penalty: 6050.013184
	Iteration 89Q: 3 clusters Score -2.564913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -25649142.000000 Penalty: 6050.013184
	Iteration 90Q: 3 clusters Score -2.564914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 194502 members 
Entering Unmasked Estep 
Score: -25649142.000000 Penalty: 6050.013184
	Iteration 91Q: 3 clusters Score -2.564914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 194522 members 
Entering Unmasked Estep 
Score: -25649138.000000 Penalty: 6050.013184
	Iteration 92Q: 3 clusters Score -2.564914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -25649130.000000 Penalty: 6050.013184
	Iteration 93Q: 3 clusters Score -2.564913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 194544 members 
Entering Unmasked Estep 
Score: -25649148.000000 Penalty: 6050.013184
	Iteration 94Q: 3 clusters Score -2.564915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -25649146.000000 Penalty: 6050.013184
	Iteration 95Q: 3 clusters Score -2.564915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -25649140.000000 Penalty: 6050.013184
	Iteration 96Q: 3 clusters Score -2.564914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 194570 members 
Entering Unmasked Estep 
Score: -25649122.000000 Penalty: 6050.013184
	Iteration 97Q: 3 clusters Score -2.564912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 194572 members 
Entering Unmasked Estep 
Score: -25649126.000000 Penalty: 6050.013184
	Iteration 98Q: 3 clusters Score -2.564913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -25649128.000000 Penalty: 6050.013184
	Iteration 99Q: 3 clusters Score -2.564913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 194584 members 
Entering Unmasked Estep 
Score: -25649138.000000 Penalty: 6050.013184
	Iteration 100F: 3 clusters Score -2.564914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 194593 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 101Q: 3 clusters Score -2.564914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -25649130.000000 Penalty: 6050.013184
	Iteration 102Q: 3 clusters Score -2.564913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 194615 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 103Q: 3 clusters Score -2.564914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 194630 members 
Entering Unmasked Estep 
Score: -25649122.000000 Penalty: 6050.013184
	Iteration 104Q: 3 clusters Score -2.564912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 194639 members 
Entering Unmasked Estep 
Score: -25649136.000000 Penalty: 6050.013184
	Iteration 105Q: 3 clusters Score -2.564914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 194645 members 
Entering Unmasked Estep 
Score: -25649132.000000 Penalty: 6050.013184
	Iteration 106Q: 3 clusters Score -2.564913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 194655 members 
Entering Unmasked Estep 
Score: -25649126.000000 Penalty: 6050.013184
	Iteration 107Q: 3 clusters Score -2.564913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 108Q: 3 clusters Score -2.564914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 109Q: 3 clusters Score -2.564914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 194679 members 
Entering Unmasked Estep 
Score: -25649138.000000 Penalty: 6050.013184
	Iteration 110Q: 3 clusters Score -2.564914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 194687 members 
Entering Unmasked Estep 
Score: -25649146.000000 Penalty: 6050.013184
	Iteration 111Q: 3 clusters Score -2.564915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 194692 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 112Q: 3 clusters Score -2.564914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 194699 members 
Entering Unmasked Estep 
Score: -25649152.000000 Penalty: 6050.013184
	Iteration 113Q: 3 clusters Score -2.564915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 194705 members 
Entering Unmasked Estep 
Score: -25649156.000000 Penalty: 6050.013184
	Iteration 114Q: 3 clusters Score -2.564916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 194713 members 
Entering Unmasked Estep 
Score: -25649162.000000 Penalty: 6050.013184
	Iteration 115Q: 3 clusters Score -2.564916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 194722 members 
Entering Unmasked Estep 
Score: -25649176.000000 Penalty: 6050.013184
	Iteration 116Q: 3 clusters Score -2.564918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 117Q: 3 clusters Score -2.564916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
Score: -25649168.000000 Penalty: 6050.013184
	Iteration 118Q: 3 clusters Score -2.564917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 194739 members 
Entering Unmasked Estep 
Score: -25649182.000000 Penalty: 6050.013184
	Iteration 119Q: 3 clusters Score -2.564918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 194751 members 
Entering Unmasked Estep 
Score: -25649170.000000 Penalty: 6050.013184
	Iteration 120F: 3 clusters Score -2.564917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 194761 members 
Entering Unmasked Estep 
Score: -25649192.000000 Penalty: 6050.013184
	Iteration 121Q: 3 clusters Score -2.564919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 194774 members 
Entering Unmasked Estep 
Score: -25649172.000000 Penalty: 6050.013184
	Iteration 122Q: 3 clusters Score -2.564917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 194781 members 
Entering Unmasked Estep 
Score: -25649162.000000 Penalty: 6050.013184
	Iteration 123Q: 3 clusters Score -2.564916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -25649174.000000 Penalty: 6050.013184
	Iteration 124Q: 3 clusters Score -2.564917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 194793 members 
Entering Unmasked Estep 
Score: -25649164.000000 Penalty: 6050.013184
	Iteration 125Q: 3 clusters Score -2.564916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
Score: -25649182.000000 Penalty: 6050.013184
	Iteration 126Q: 3 clusters Score -2.564918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 194813 members 
Entering Unmasked Estep 
Score: -25649200.000000 Penalty: 6050.013184
	Iteration 127Q: 3 clusters Score -2.56492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -25649174.000000 Penalty: 6050.013184
	Iteration 128Q: 3 clusters Score -2.564917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -25649160.000000 Penalty: 6050.013184
	Iteration 129Q: 3 clusters Score -2.564916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 194839 members 
Entering Unmasked Estep 
Score: -25649174.000000 Penalty: 6050.013184
	Iteration 130Q: 3 clusters Score -2.564917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -25649180.000000 Penalty: 6050.013184
	Iteration 131Q: 3 clusters Score -2.564918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 194855 members 
Entering Unmasked Estep 
Score: -25649194.000000 Penalty: 6050.013184
	Iteration 132Q: 3 clusters Score -2.564919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -25649176.000000 Penalty: 6050.013184
	Iteration 133Q: 3 clusters Score -2.564918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -25649182.000000 Penalty: 6050.013184
	Iteration 134Q: 3 clusters Score -2.564918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 194883 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 135Q: 3 clusters Score -2.564916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 194892 members 
Entering Unmasked Estep 
Score: -25649182.000000 Penalty: 6050.013184
	Iteration 136Q: 3 clusters Score -2.564918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 194905 members 
Entering Unmasked Estep 
Score: -25649142.000000 Penalty: 6050.013184
	Iteration 137Q: 3 clusters Score -2.564914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 194910 members 
Entering Unmasked Estep 
Score: -25649164.000000 Penalty: 6050.013184
	Iteration 138Q: 3 clusters Score -2.564916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
Score: -25649172.000000 Penalty: 6050.013184
	Iteration 139Q: 3 clusters Score -2.564917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -25649148.000000 Penalty: 6050.013184
	Iteration 140F: 3 clusters Score -2.564915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 194930 members 
Entering Unmasked Estep 
Score: -25649156.000000 Penalty: 6050.013184
	Iteration 141Q: 3 clusters Score -2.564916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 194932 members 
Entering Unmasked Estep 
Score: -25649166.000000 Penalty: 6050.013184
	Iteration 142Q: 3 clusters Score -2.564917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 194936 members 
Entering Unmasked Estep 
Score: -25649176.000000 Penalty: 6050.013184
	Iteration 143Q: 3 clusters Score -2.564918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 194940 members 
Entering Unmasked Estep 
Score: -25649178.000000 Penalty: 6050.013184
	Iteration 144Q: 3 clusters Score -2.564918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 194942 members 
Entering Unmasked Estep 
Score: -25649174.000000 Penalty: 6050.013184
	Iteration 145Q: 3 clusters Score -2.564917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 146Q: 3 clusters Score -2.564916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 194952 members 
Entering Unmasked Estep 
Score: -25649166.000000 Penalty: 6050.013184
	Iteration 147Q: 3 clusters Score -2.564917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 194962 members 
Entering Unmasked Estep 
Score: -25649148.000000 Penalty: 6050.013184
	Iteration 148Q: 3 clusters Score -2.564915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -25649158.000000 Penalty: 6050.013184
	Iteration 149Q: 3 clusters Score -2.564916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -25649144.000000 Penalty: 6050.013184
	Iteration 150Q: 3 clusters Score -2.564914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 194976 members 
Entering Unmasked Estep 
Score: -25649132.000000 Penalty: 6050.013184
	Iteration 151Q: 3 clusters Score -2.564913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 194979 members 
Entering Unmasked Estep 
Score: -25649134.000000 Penalty: 6050.013184
	Iteration 152Q: 3 clusters Score -2.564913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 194989 members 
Entering Unmasked Estep 
Score: -25649136.000000 Penalty: 6050.013184
	Iteration 153Q: 3 clusters Score -2.564914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 194999 members 
Entering Unmasked Estep 
Score: -25649126.000000 Penalty: 6050.013184
	Iteration 154Q: 3 clusters Score -2.564913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 195009 members 
Entering Unmasked Estep 
Score: -25649132.000000 Penalty: 6050.013184
	Iteration 155Q: 3 clusters Score -2.564913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 195013 members 
Entering Unmasked Estep 
Score: -25649136.000000 Penalty: 6050.013184
	Iteration 156Q: 3 clusters Score -2.564914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25649146.000000 Penalty: 6050.013184
	Iteration 157Q: 3 clusters Score -2.564915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 195030 members 
Entering Unmasked Estep 
Score: -25649136.000000 Penalty: 6050.013184
	Iteration 158Q: 3 clusters Score -2.564914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -25649130.000000 Penalty: 6050.013184
	Iteration 159Q: 3 clusters Score -2.564913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -25649134.000000 Penalty: 6050.013184
	Iteration 160F: 3 clusters Score -2.564913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 195043 members 
Entering Unmasked Estep 
Score: -25649140.000000 Penalty: 6050.013184
	Iteration 161Q: 3 clusters Score -2.564914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -25649138.000000 Penalty: 6050.013184
	Iteration 162Q: 3 clusters Score -2.564914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -25649138.000000 Penalty: 6050.013184
	Iteration 163F: 3 clusters Score -2.564914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -790048.937500 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -790048.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -784603.125000 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -784603.1 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -785989.875000 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -785989.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -786234.625000 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -786234.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -786434.875000 Penalty: 4352.059082
	Iteration 3Q: 3 clusters Score -786434.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -786615.437500 Penalty: 4352.059082
	Iteration 4Q: 3 clusters Score -786615.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -786773.687500 Penalty: 4352.059082
	Iteration 5Q: 3 clusters Score -786773.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -786940.500000 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -786940.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -787131.250000 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -787131.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -787345.250000 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -787345.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -787548.562500 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -787548.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -787740.312500 Penalty: 4352.059082
	Iteration 10Q: 3 clusters Score -787740.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -787883.187500 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -787883.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -787972.500000 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -787972.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -788027.875000 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -788027.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -788072.562500 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -788072.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -788107.562500 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -788107.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -788128.625000 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -788128.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -788146.375000 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -788146.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -788160.562500 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -788160.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -788172.125000 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -788172.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -788180.500000 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -788180.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -788185.375000 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -788185.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -788189.750000 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -788189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -788192.250000 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -788192.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -788196.687500 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -788196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -788200.625000 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -788200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -788204.750000 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -788204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -788207.062500 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -788207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -788209.000000 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -788209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -788212.937500 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -788212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -788216.750000 Penalty: 4352.059082
	Iteration 30Q: 3 clusters Score -788216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -788218.875000 Penalty: 4352.059082
	Iteration 31Q: 3 clusters Score -788218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -788219.500000 Penalty: 4352.059082
	Iteration 32Q: 3 clusters Score -788219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -788220.250000 Penalty: 4352.059082
	Iteration 33Q: 3 clusters Score -788220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -788221.000000 Penalty: 4352.059082
	Iteration 34Q: 3 clusters Score -788221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -788221.000000 Penalty: 4352.059082
	Iteration 35F: 3 clusters Score -788221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Entering Unmasked Estep 
Score: -21631410.000000 Penalty: 2983.174561
	Iteration 0F: 2 clusters Score -2.163141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83795 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -21523562.000000 Penalty: 5966.349121
	Iteration 0F: 3 clusters Score -2.152356e+07 nChanged 80565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -21570016.000000 Penalty: 5966.349121
	Iteration 1F: 3 clusters Score -2.157002e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -21570848.000000 Penalty: 5966.349121
	Iteration 2Q: 3 clusters Score -2.157085e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -21571844.000000 Penalty: 5966.349121
	Iteration 3Q: 3 clusters Score -2.157184e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -21573154.000000 Penalty: 5966.349121
	Iteration 4Q: 3 clusters Score -2.157315e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -21575106.000000 Penalty: 5966.349121
	Iteration 5Q: 3 clusters Score -2.157511e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -21578462.000000 Penalty: 5966.349121
	Iteration 6Q: 3 clusters Score -2.157846e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -21583968.000000 Penalty: 5966.349121
	Iteration 7F: 3 clusters Score -2.158397e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120504 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -21592430.000000 Penalty: 5966.349121
	Iteration 8F: 3 clusters Score -2.159243e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -21602872.000000 Penalty: 5966.349121
	Iteration 9F: 3 clusters Score -2.160287e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -21613090.000000 Penalty: 5966.349121
	Iteration 10F: 3 clusters Score -2.161309e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -21620642.000000 Penalty: 5966.349121
	Iteration 11F: 3 clusters Score -2.162064e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -21624898.000000 Penalty: 5966.349121
	Iteration 12Q: 3 clusters Score -2.16249e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -21626756.000000 Penalty: 5966.349121
	Iteration 13Q: 3 clusters Score -2.162676e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -21627706.000000 Penalty: 5966.349121
	Iteration 14Q: 3 clusters Score -2.162771e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21628084.000000 Penalty: 5966.349121
	Iteration 15Q: 3 clusters Score -2.162808e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21628280.000000 Penalty: 5966.349121
	Iteration 16Q: 3 clusters Score -2.162828e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21628470.000000 Penalty: 5966.349121
	Iteration 17Q: 3 clusters Score -2.162847e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21628616.000000 Penalty: 5966.349121
	Iteration 18Q: 3 clusters Score -2.162862e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21628740.000000 Penalty: 5966.349121
	Iteration 19Q: 3 clusters Score -2.162874e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21628760.000000 Penalty: 5966.349121
	Iteration 20F: 3 clusters Score -2.162876e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165821 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -21628842.000000 Penalty: 5966.349121
	Iteration 21Q: 3 clusters Score -2.162884e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165920 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -21628880.000000 Penalty: 5966.349121
	Iteration 22Q: 3 clusters Score -2.162888e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21628936.000000 Penalty: 5966.349121
	Iteration 23Q: 3 clusters Score -2.162894e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21628996.000000 Penalty: 5966.349121
	Iteration 24Q: 3 clusters Score -2.1629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166074 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21629034.000000 Penalty: 5966.349121
	Iteration 25Q: 3 clusters Score -2.162903e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21629060.000000 Penalty: 5966.349121
	Iteration 26Q: 3 clusters Score -2.162906e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21629060.000000 Penalty: 5966.349121
	Iteration 27Q: 3 clusters Score -2.162906e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21629076.000000 Penalty: 5966.349121
	Iteration 28Q: 3 clusters Score -2.162908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166182 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21629078.000000 Penalty: 5966.349121
	Iteration 29Q: 3 clusters Score -2.162908e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166200 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21629114.000000 Penalty: 5966.349121
	Iteration 30Q: 3 clusters Score -2.162911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21629088.000000 Penalty: 5966.349121
	Iteration 31Q: 3 clusters Score -2.162909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166206 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21629102.000000 Penalty: 5966.349121
	Iteration 32Q: 3 clusters Score -2.16291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21629106.000000 Penalty: 5966.349121
	Iteration 33Q: 3 clusters Score -2.162911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21629114.000000 Penalty: 5966.349121
	Iteration 34Q: 3 clusters Score -2.162911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21629144.000000 Penalty: 5966.349121
	Iteration 35Q: 3 clusters Score -2.162914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -21629182.000000 Penalty: 5966.349121
	Iteration 36Q: 3 clusters Score -2.162918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21629162.000000 Penalty: 5966.349121
	Iteration 37Q: 3 clusters Score -2.162916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21629146.000000 Penalty: 5966.349121
	Iteration 38Q: 3 clusters Score -2.162915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21629164.000000 Penalty: 5966.349121
	Iteration 39Q: 3 clusters Score -2.162916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21629172.000000 Penalty: 5966.349121
	Iteration 40F: 3 clusters Score -2.162917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21629182.000000 Penalty: 5966.349121
	Iteration 41Q: 3 clusters Score -2.162918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21629200.000000 Penalty: 5966.349121
	Iteration 42Q: 3 clusters Score -2.16292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21629216.000000 Penalty: 5966.349121
	Iteration 43Q: 3 clusters Score -2.162922e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166332 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21629254.000000 Penalty: 5966.349121
	Iteration 44Q: 3 clusters Score -2.162925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21629258.000000 Penalty: 5966.349121
	Iteration 45Q: 3 clusters Score -2.162926e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21629370.000000 Penalty: 5966.349121
	Iteration 46Q: 3 clusters Score -2.162937e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21629518.000000 Penalty: 5966.349121
	Iteration 47Q: 3 clusters Score -2.162952e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21629766.000000 Penalty: 5966.349121
	Iteration 48Q: 3 clusters Score -2.162977e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21629900.000000 Penalty: 5966.349121
	Iteration 49Q: 3 clusters Score -2.16299e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21630036.000000 Penalty: 5966.349121
	Iteration 50Q: 3 clusters Score -2.163004e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166228 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21630114.000000 Penalty: 5966.349121
	Iteration 51Q: 3 clusters Score -2.163011e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166165 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21630144.000000 Penalty: 5966.349121
	Iteration 52Q: 3 clusters Score -2.163014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21630198.000000 Penalty: 5966.349121
	Iteration 53Q: 3 clusters Score -2.16302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21630242.000000 Penalty: 5966.349121
	Iteration 54Q: 3 clusters Score -2.163024e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21630262.000000 Penalty: 5966.349121
	Iteration 55Q: 3 clusters Score -2.163026e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -21630286.000000 Penalty: 5966.349121
	Iteration 56Q: 3 clusters Score -2.163029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21630290.000000 Penalty: 5966.349121
	Iteration 57Q: 3 clusters Score -2.163029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21630300.000000 Penalty: 5966.349121
	Iteration 58Q: 3 clusters Score -2.16303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21630274.000000 Penalty: 5966.349121
	Iteration 59Q: 3 clusters Score -2.163027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165803 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21630328.000000 Penalty: 5966.349121
	Iteration 60F: 3 clusters Score -2.163033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -21630358.000000 Penalty: 5966.349121
	Iteration 61Q: 3 clusters Score -2.163036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21630336.000000 Penalty: 5966.349121
	Iteration 62Q: 3 clusters Score -2.163034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21630344.000000 Penalty: 5966.349121
	Iteration 63Q: 3 clusters Score -2.163034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21630354.000000 Penalty: 5966.349121
	Iteration 64Q: 3 clusters Score -2.163035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21630358.000000 Penalty: 5966.349121
	Iteration 65Q: 3 clusters Score -2.163036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21630380.000000 Penalty: 5966.349121
	Iteration 66Q: 3 clusters Score -2.163038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21630382.000000 Penalty: 5966.349121
	Iteration 67Q: 3 clusters Score -2.163038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165642 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21630380.000000 Penalty: 5966.349121
	Iteration 68Q: 3 clusters Score -2.163038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21630370.000000 Penalty: 5966.349121
	Iteration 69Q: 3 clusters Score -2.163037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21630356.000000 Penalty: 5966.349121
	Iteration 70Q: 3 clusters Score -2.163036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -21630348.000000 Penalty: 5966.349121
	Iteration 71Q: 3 clusters Score -2.163035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165619 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21630338.000000 Penalty: 5966.349121
	Iteration 72Q: 3 clusters Score -2.163034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21630322.000000 Penalty: 5966.349121
	Iteration 73Q: 3 clusters Score -2.163032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165606 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21630310.000000 Penalty: 5966.349121
	Iteration 74Q: 3 clusters Score -2.163031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21630318.000000 Penalty: 5966.349121
	Iteration 75Q: 3 clusters Score -2.163032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21630336.000000 Penalty: 5966.349121
	Iteration 76Q: 3 clusters Score -2.163034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21630354.000000 Penalty: 5966.349121
	Iteration 77Q: 3 clusters Score -2.163035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21630344.000000 Penalty: 5966.349121
	Iteration 78Q: 3 clusters Score -2.163034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21630354.000000 Penalty: 5966.349121
	Iteration 79Q: 3 clusters Score -2.163035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21630352.000000 Penalty: 5966.349121
	Iteration 80F: 3 clusters Score -2.163035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165589 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21630358.000000 Penalty: 5966.349121
	Iteration 81Q: 3 clusters Score -2.163036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165588 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21630368.000000 Penalty: 5966.349121
	Iteration 82Q: 3 clusters Score -2.163037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21630366.000000 Penalty: 5966.349121
	Iteration 83Q: 3 clusters Score -2.163037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21630374.000000 Penalty: 5966.349121
	Iteration 84Q: 3 clusters Score -2.163037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21630380.000000 Penalty: 5966.349121
	Iteration 85Q: 3 clusters Score -2.163038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21630380.000000 Penalty: 5966.349121
	Iteration 86F: 3 clusters Score -2.163038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 64070 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 9 contains 175584 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 70067 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 200553 members 
Mstep: Class 15 contains 181874 members 
Mstep: Class 16 contains 198314 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537904.000000 Penalty: 62066.378906
Iteration 79Q: 19 clusters Score -1.385379e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 64075 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 175778 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 70411 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 800 members 
Mstep: Class 14 contains 200276 members 
Mstep: Class 15 contains 181635 members 
Mstep: Class 16 contains 198297 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3326.833496 but Gain 3448.132812
Score: -138538832.000000 Penalty: 58618.246094
Iteration 80F: 18 clusters Score -1.385388e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 64067 members 
Mstep: Class 4 contains 388 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 175969 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 70732 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 200022 members 
Mstep: Class 15 contains 181438 members 
Mstep: Class 16 contains 198227 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 167512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541056.000000 Penalty: 58618.246094
Iteration 81Q: 18 clusters Score -1.385411e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 806 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 176104 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 71063 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 199717 members 
Mstep: Class 15 contains 181302 members 
Mstep: Class 16 contains 198206 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 167524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542032.000000 Penalty: 58618.246094
Iteration 82Q: 18 clusters Score -1.38542e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 64059 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 176163 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 71350 members 
Mstep: Class 12 contains 11397 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 199418 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 198199 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542768.000000 Penalty: 58618.246094
Iteration 83Q: 18 clusters Score -1.385428e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 176184 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 71642 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 839 members 
Mstep: Class 14 contains 199144 members 
Mstep: Class 15 contains 181275 members 
Mstep: Class 16 contains 198150 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543008.000000 Penalty: 58618.246094
Iteration 84Q: 18 clusters Score -1.38543e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 64048 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 176198 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 71907 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 198922 members 
Mstep: Class 15 contains 181246 members 
Mstep: Class 16 contains 198105 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 58618.246094
Iteration 85Q: 18 clusters Score -1.385432e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 64049 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 176171 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 72154 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 198713 members 
Mstep: Class 15 contains 181282 members 
Mstep: Class 16 contains 198021 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543504.000000 Penalty: 58618.246094
Iteration 86Q: 18 clusters Score -1.385435e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 64045 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 176140 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 72354 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 198548 members 
Mstep: Class 15 contains 181315 members 
Mstep: Class 16 contains 197955 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543776.000000 Penalty: 58618.246094
Iteration 87Q: 18 clusters Score -1.385438e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 64049 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 176110 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 72567 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 198383 members 
Mstep: Class 15 contains 181355 members 
Mstep: Class 16 contains 197860 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543744.000000 Penalty: 58618.246094
Iteration 88Q: 18 clusters Score -1.385437e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 64041 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 968 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 176058 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 72762 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 198270 members 
Mstep: Class 15 contains 181397 members 
Mstep: Class 16 contains 197767 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544208.000000 Penalty: 58618.246094
Iteration 89Q: 18 clusters Score -1.385442e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 64044 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 972 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175965 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 72942 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 198184 members 
Mstep: Class 15 contains 181458 members 
Mstep: Class 16 contains 197672 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544320.000000 Penalty: 58618.246094
Iteration 90Q: 18 clusters Score -1.385443e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4718 members 
Mstep: Class 3 contains 64039 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 974 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175883 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 73093 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 198074 members 
Mstep: Class 15 contains 181589 members 
Mstep: Class 16 contains 197573 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 167647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544496.000000 Penalty: 58618.246094
Iteration 91Q: 18 clusters Score -1.385445e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 64045 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175798 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 73246 members 
Mstep: Class 12 contains 11394 members 
Mstep: Class 13 contains 746 members 
Mstep: Class 14 contains 197990 members 
Mstep: Class 15 contains 181705 members 
Mstep: Class 16 contains 197477 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 167644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544640.000000 Penalty: 58618.246094
Iteration 92Q: 18 clusters Score -1.385446e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 64042 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175699 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 73377 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 197888 members 
Mstep: Class 15 contains 181862 members 
Mstep: Class 16 contains 197372 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 167658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544720.000000 Penalty: 58618.246094
Iteration 93Q: 18 clusters Score -1.385447e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 64045 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175609 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 73513 members 
Mstep: Class 12 contains 11403 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 197778 members 
Mstep: Class 15 contains 182039 members 
Mstep: Class 16 contains 197234 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544608.000000 Penalty: 58618.246094
Iteration 94Q: 18 clusters Score -1.385446e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 64045 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175526 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 73609 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197701 members 
Mstep: Class 15 contains 182201 members 
Mstep: Class 16 contains 197116 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138544912.000000 Penalty: 58618.246094
Iteration 95Q: 18 clusters Score -1.385449e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 64047 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175459 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 73711 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197640 members 
Mstep: Class 15 contains 182307 members 
Mstep: Class 16 contains 197043 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545200.000000 Penalty: 58618.246094
Iteration 96Q: 18 clusters Score -1.385452e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175386 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 73785 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197605 members 
Mstep: Class 15 contains 182409 members 
Mstep: Class 16 contains 196973 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545216.000000 Penalty: 58618.246094
Iteration 97Q: 18 clusters Score -1.385452e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175334 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 73843 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197556 members 
Mstep: Class 15 contains 182478 members 
Mstep: Class 16 contains 196953 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 167654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545376.000000 Penalty: 58618.246094
Iteration 98Q: 18 clusters Score -1.385454e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175293 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 73901 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197512 members 
Mstep: Class 15 contains 182523 members 
Mstep: Class 16 contains 196926 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 167652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545488.000000 Penalty: 58618.246094
Iteration 99Q: 18 clusters Score -1.385455e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4754 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 175251 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 73952 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 197453 members 
Mstep: Class 15 contains 182595 members 
Mstep: Class 16 contains 196897 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545568.000000 Penalty: 58618.246094
Iteration 100F: 18 clusters Score -1.385456e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 1000 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175223 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74007 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197397 members 
Mstep: Class 15 contains 182641 members 
Mstep: Class 16 contains 196903 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545984.000000 Penalty: 58618.246094
Iteration 101Q: 18 clusters Score -1.38546e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 64050 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175195 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74062 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197349 members 
Mstep: Class 15 contains 182656 members 
Mstep: Class 16 contains 196898 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138545952.000000 Penalty: 58618.246094
Iteration 102Q: 18 clusters Score -1.38546e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 64053 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175176 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74112 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 197307 members 
Mstep: Class 15 contains 182689 members 
Mstep: Class 16 contains 196885 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546080.000000 Penalty: 58618.246094
Iteration 103Q: 18 clusters Score -1.385461e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175147 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74172 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197291 members 
Mstep: Class 15 contains 182704 members 
Mstep: Class 16 contains 196876 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546224.000000 Penalty: 58618.246094
Iteration 104Q: 18 clusters Score -1.385462e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175113 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74216 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197264 members 
Mstep: Class 15 contains 182716 members 
Mstep: Class 16 contains 196897 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546336.000000 Penalty: 58618.246094
Iteration 105Q: 18 clusters Score -1.385463e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175081 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74244 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197237 members 
Mstep: Class 15 contains 182735 members 
Mstep: Class 16 contains 196919 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546352.000000 Penalty: 58618.246094
Iteration 106Q: 18 clusters Score -1.385464e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 64055 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175085 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74274 members 
Mstep: Class 12 contains 11417 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197218 members 
Mstep: Class 15 contains 182738 members 
Mstep: Class 16 contains 196927 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546448.000000 Penalty: 58618.246094
Iteration 107Q: 18 clusters Score -1.385464e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 64053 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175093 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74286 members 
Mstep: Class 12 contains 11417 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197206 members 
Mstep: Class 15 contains 182773 members 
Mstep: Class 16 contains 196895 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 167517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546384.000000 Penalty: 58618.246094
Iteration 108Q: 18 clusters Score -1.385464e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175083 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74308 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197192 members 
Mstep: Class 15 contains 182789 members 
Mstep: Class 16 contains 196874 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546544.000000 Penalty: 58618.246094
Iteration 109Q: 18 clusters Score -1.385465e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 64055 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175085 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74315 members 
Mstep: Class 12 contains 11417 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197205 members 
Mstep: Class 15 contains 182786 members 
Mstep: Class 16 contains 196861 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546544.000000 Penalty: 58618.246094
Iteration 110Q: 18 clusters Score -1.385465e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175117 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74328 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197193 members 
Mstep: Class 15 contains 182747 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546448.000000 Penalty: 58618.246094
Iteration 111Q: 18 clusters Score -1.385464e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175130 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74336 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197177 members 
Mstep: Class 15 contains 182737 members 
Mstep: Class 16 contains 196874 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 167514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546416.000000 Penalty: 58618.246094
Iteration 112Q: 18 clusters Score -1.385464e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175136 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74343 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197168 members 
Mstep: Class 15 contains 182711 members 
Mstep: Class 16 contains 196898 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546384.000000 Penalty: 58618.246094
Iteration 113Q: 18 clusters Score -1.385464e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175140 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74357 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197152 members 
Mstep: Class 15 contains 182695 members 
Mstep: Class 16 contains 196904 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546336.000000 Penalty: 58618.246094
Iteration 114Q: 18 clusters Score -1.385463e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175160 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74374 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197108 members 
Mstep: Class 15 contains 182687 members 
Mstep: Class 16 contains 196926 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546256.000000 Penalty: 58618.246094
Iteration 115Q: 18 clusters Score -1.385463e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 64049 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175187 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74397 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197061 members 
Mstep: Class 15 contains 182669 members 
Mstep: Class 16 contains 196946 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546416.000000 Penalty: 58618.246094
Iteration 116Q: 18 clusters Score -1.385464e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 64047 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175210 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74417 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197018 members 
Mstep: Class 15 contains 182644 members 
Mstep: Class 16 contains 196965 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546256.000000 Penalty: 58618.246094
Iteration 117Q: 18 clusters Score -1.385463e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64048 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74440 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 197000 members 
Mstep: Class 15 contains 182625 members 
Mstep: Class 16 contains 196965 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138546336.000000 Penalty: 58618.246094
Iteration 118Q: 18 clusters Score -1.385463e+08 nChanged 327
Entering ConstructFrom: 
Score: -138546336.000000 Penalty: 58618.246094
Entering ConstructFrom: 
Trying to split cluster 1 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -153133.250000 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -153133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151084.656250 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -151084.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151959.703125 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -151959.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152476.703125 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -152476.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -153100.031250 Penalty: 3570.299072
	Iteration 3F: 3 clusters Score -153100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -153428.640625 Penalty: 3570.299072
	Iteration 4F: 3 clusters Score -153428.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -153586.828125 Penalty: 3570.299072
	Iteration 5F: 3 clusters Score -153586.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -153683.859375 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -153683.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -153720.250000 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -153720.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -153736.375000 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -153736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -153757.875000 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -153757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -153767.312500 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -153767.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153785.265625 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -153785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -153799.140625 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -153799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -153809.703125 Penalty: 3570.299072
	Iteration 13Q: 3 clusters Score -153809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -153815.125000 Penalty: 3570.299072
	Iteration 14Q: 3 clusters Score -153815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -153818.500000 Penalty: 3570.299072
	Iteration 15Q: 3 clusters Score -153818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153818.671875 Penalty: 3570.299072
	Iteration 16Q: 3 clusters Score -153818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153818.671875 Penalty: 3570.299072
	Iteration 17F: 3 clusters Score -153818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 196990 members 
Mstep: Class 15 contains 182636 members 
Mstep: Class 16 contains 196956 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167507 members 
Entering Unmasked Estep 
Score: -138545616.000000 Penalty: 62066.378906
Splitting cluster 1 changes total score from -138546336.000000 to -138545616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -588686.000000 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -588686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -584327.437500 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -584327.4 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -585450.812500 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -585450.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -585687.437500 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -585687.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -585874.875000 Penalty: 4203.246094
	Iteration 3F: 3 clusters Score -585874.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -586024.187500 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -586024.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -586151.750000 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -586151.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -586260.062500 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -586260.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -586366.437500 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -586366.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -586457.312500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -586457.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -586524.125000 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -586524.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -586569.125000 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -586569.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -586618.312500 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -586618.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -586664.437500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -586664.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -586699.875000 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -586699.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -586726.000000 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -586726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -586749.562500 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -586749.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -586775.125000 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -586775.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -586800.687500 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -586800.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -586827.437500 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -586827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -586844.375000 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -586844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -586864.187500 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -586864.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -586880.687500 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -586880.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -586895.000000 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -586895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -586907.125000 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -586907.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -586919.687500 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -586919.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -586928.375000 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -586928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -586934.812500 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -586934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -586941.875000 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -586941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -586947.375000 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -586947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -586951.750000 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -586951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -586955.125000 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -586955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -586959.562500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -586959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -586960.562500 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -586960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -586961.875000 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -586961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -586964.750000 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -586964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -586966.250000 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -586966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -586969.062500 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -586969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -586973.750000 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -586973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -586977.000000 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -586977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -586984.375000 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -586984.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -586991.312500 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -586991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -586994.625000 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -586994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -586994.687500 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -586994.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -587000.375000 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -587000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -587001.437500 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -587001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -587004.375000 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -587004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -587006.000000 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -587006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -587009.000000 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -587009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -587010.562500 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -587010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -587014.750000 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -587014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -587020.437500 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -587020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -587025.562500 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -587025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -587029.250000 Penalty: 4203.246094
	Iteration 52Q: 3 clusters Score -587029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -587034.750000 Penalty: 4203.246094
	Iteration 53Q: 3 clusters Score -587034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -587037.812500 Penalty: 4203.246094
	Iteration 54Q: 3 clusters Score -587037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -587039.687500 Penalty: 4203.246094
	Iteration 55Q: 3 clusters Score -587039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -587040.500000 Penalty: 4203.246094
	Iteration 56Q: 3 clusters Score -587040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -587043.187500 Penalty: 4203.246094
	Iteration 57Q: 3 clusters Score -587043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -587045.187500 Penalty: 4203.246094
	Iteration 58Q: 3 clusters Score -587045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -587046.750000 Penalty: 4203.246094
	Iteration 59Q: 3 clusters Score -587046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -587047.687500 Penalty: 4203.246094
	Iteration 60F: 3 clusters Score -587047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -587049.812500 Penalty: 4203.246094
	Iteration 61Q: 3 clusters Score -587049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -587052.437500 Penalty: 4203.246094
	Iteration 62Q: 3 clusters Score -587052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -587054.437500 Penalty: 4203.246094
	Iteration 63Q: 3 clusters Score -587054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -587058.500000 Penalty: 4203.246094
	Iteration 64Q: 3 clusters Score -587058.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -587066.562500 Penalty: 4203.246094
	Iteration 65Q: 3 clusters Score -587066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -587072.000000 Penalty: 4203.246094
	Iteration 66Q: 3 clusters Score -587072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -587080.312500 Penalty: 4203.246094
	Iteration 67Q: 3 clusters Score -587080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -587084.500000 Penalty: 4203.246094
	Iteration 68Q: 3 clusters Score -587084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -587090.562500 Penalty: 4203.246094
	Iteration 69Q: 3 clusters Score -587090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -587094.375000 Penalty: 4203.246094
	Iteration 70Q: 3 clusters Score -587094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -587093.250000 Penalty: 4203.246094
	Iteration 71Q: 3 clusters Score -587093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -587096.500000 Penalty: 4203.246094
	Iteration 72Q: 3 clusters Score -587096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -587100.437500 Penalty: 4203.246094
	Iteration 73Q: 3 clusters Score -587100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -587104.062500 Penalty: 4203.246094
	Iteration 74Q: 3 clusters Score -587104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -587106.125000 Penalty: 4203.246094
	Iteration 75Q: 3 clusters Score -587106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -587108.500000 Penalty: 4203.246094
	Iteration 76Q: 3 clusters Score -587108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -587110.500000 Penalty: 4203.246094
	Iteration 77Q: 3 clusters Score -587110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -587110.937500 Penalty: 4203.246094
	Iteration 78Q: 3 clusters Score -587110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -587112.125000 Penalty: 4203.246094
	Iteration 79Q: 3 clusters Score -587112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -587113.875000 Penalty: 4203.246094
	Iteration 80F: 3 clusters Score -587113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -587114.812500 Penalty: 4203.246094
	Iteration 81Q: 3 clusters Score -587114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -587115.625000 Penalty: 4203.246094
	Iteration 82Q: 3 clusters Score -587115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -587115.625000 Penalty: 4203.246094
	Iteration 83F: 3 clusters Score -587115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Entering Unmasked Estep 
Score: -8289753.000000 Penalty: 2744.723877
	Iteration 0F: 2 clusters Score -8289753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -8246966.000000 Penalty: 5489.447754
	Iteration 0F: 3 clusters Score -8246966 nChanged 29695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -8263360.000000 Penalty: 5489.447754
	Iteration 1F: 3 clusters Score -8263360 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8263846.000000 Penalty: 5489.447754
	Iteration 2Q: 3 clusters Score -8263846 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -8264321.500000 Penalty: 5489.447754
	Iteration 3Q: 3 clusters Score -8264322 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -8264833.000000 Penalty: 5489.447754
	Iteration 4Q: 3 clusters Score -8264833 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8265438.000000 Penalty: 5489.447754
	Iteration 5Q: 3 clusters Score -8265438 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -8266115.500000 Penalty: 5489.447754
	Iteration 6Q: 3 clusters Score -8266116 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -8267118.500000 Penalty: 5489.447754
	Iteration 7Q: 3 clusters Score -8267118 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -8268386.500000 Penalty: 5489.447754
	Iteration 8Q: 3 clusters Score -8268386 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -8269949.500000 Penalty: 5489.447754
	Iteration 9F: 3 clusters Score -8269950 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8271668.000000 Penalty: 5489.447754
	Iteration 10F: 3 clusters Score -8271668 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8273347.000000 Penalty: 5489.447754
	Iteration 11F: 3 clusters Score -8273347 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8275098.500000 Penalty: 5489.447754
	Iteration 12F: 3 clusters Score -8275098 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -8276718.500000 Penalty: 5489.447754
	Iteration 13Q: 3 clusters Score -8276718 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -8278162.000000 Penalty: 5489.447754
	Iteration 14Q: 3 clusters Score -8278162 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -8279641.500000 Penalty: 5489.447754
	Iteration 15Q: 3 clusters Score -8279642 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -8281052.500000 Penalty: 5489.447754
	Iteration 16Q: 3 clusters Score -8281052 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -8282428.000000 Penalty: 5489.447754
	Iteration 17Q: 3 clusters Score -8282428 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -8283513.000000 Penalty: 5489.447754
	Iteration 18Q: 3 clusters Score -8283513 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -8284388.500000 Penalty: 5489.447754
	Iteration 19Q: 3 clusters Score -8284388 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -8285151.500000 Penalty: 5489.447754
	Iteration 20F: 3 clusters Score -8285152 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -8285683.000000 Penalty: 5489.447754
	Iteration 21Q: 3 clusters Score -8285683 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8286039.500000 Penalty: 5489.447754
	Iteration 22Q: 3 clusters Score -8286040 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8286351.000000 Penalty: 5489.447754
	Iteration 23Q: 3 clusters Score -8286351 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -8286597.000000 Penalty: 5489.447754
	Iteration 24Q: 3 clusters Score -8286597 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8286744.000000 Penalty: 5489.447754
	Iteration 25Q: 3 clusters Score -8286744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8286846.000000 Penalty: 5489.447754
	Iteration 26Q: 3 clusters Score -8286846 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8286927.000000 Penalty: 5489.447754
	Iteration 27Q: 3 clusters Score -8286927 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -8287000.500000 Penalty: 5489.447754
	Iteration 28Q: 3 clusters Score -8287000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8287087.000000 Penalty: 5489.447754
	Iteration 29Q: 3 clusters Score -8287087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -8287152.500000 Penalty: 5489.447754
	Iteration 30Q: 3 clusters Score -8287152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -8287198.000000 Penalty: 5489.447754
	Iteration 31Q: 3 clusters Score -8287198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -8287257.500000 Penalty: 5489.447754
	Iteration 32Q: 3 clusters Score -8287258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -8287290.000000 Penalty: 5489.447754
	Iteration 33Q: 3 clusters Score -8287290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -8287312.500000 Penalty: 5489.447754
	Iteration 34Q: 3 clusters Score -8287312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8287335.500000 Penalty: 5489.447754
	Iteration 35Q: 3 clusters Score -8287336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -8287351.500000 Penalty: 5489.447754
	Iteration 36Q: 3 clusters Score -8287352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -8287354.000000 Penalty: 5489.447754
	Iteration 37Q: 3 clusters Score -8287354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -8287365.000000 Penalty: 5489.447754
	Iteration 38Q: 3 clusters Score -8287365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -8287375.500000 Penalty: 5489.447754
	Iteration 39Q: 3 clusters Score -8287376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -8287377.000000 Penalty: 5489.447754
	Iteration 40F: 3 clusters Score -8287377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -8287391.000000 Penalty: 5489.447754
	Iteration 41Q: 3 clusters Score -8287391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8287395.000000 Penalty: 5489.447754
	Iteration 42Q: 3 clusters Score -8287395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8287405.000000 Penalty: 5489.447754
	Iteration 43Q: 3 clusters Score -8287405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -8287412.000000 Penalty: 5489.447754
	Iteration 44Q: 3 clusters Score -8287412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -8287412.000000 Penalty: 5489.447754
	Iteration 45Q: 3 clusters Score -8287412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -8287420.500000 Penalty: 5489.447754
	Iteration 46Q: 3 clusters Score -8287420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -8287420.000000 Penalty: 5489.447754
	Iteration 47Q: 3 clusters Score -8287420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -8287422.500000 Penalty: 5489.447754
	Iteration 48Q: 3 clusters Score -8287422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8287432.500000 Penalty: 5489.447754
	Iteration 49Q: 3 clusters Score -8287432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8287434.000000 Penalty: 5489.447754
	Iteration 50Q: 3 clusters Score -8287434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -8287437.500000 Penalty: 5489.447754
	Iteration 51Q: 3 clusters Score -8287438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8287442.000000 Penalty: 5489.447754
	Iteration 52Q: 3 clusters Score -8287442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -8287444.000000 Penalty: 5489.447754
	Iteration 53Q: 3 clusters Score -8287444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8287445.000000 Penalty: 5489.447754
	Iteration 54Q: 3 clusters Score -8287445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8287445.000000 Penalty: 5489.447754
	Iteration 55F: 3 clusters Score -8287445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -42538.457031 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -42538.46 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 207 members 
Entering Unmasked Estep 
Score: -41326.539062 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41326.54 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41730.945312 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -41730.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41984.703125 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -41984.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42349.773438 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -42349.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42890.707031 Penalty: 2985.222168
	Iteration 4F: 3 clusters Score -42890.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43107.824219 Penalty: 2985.222168
	Iteration 5F: 3 clusters Score -43107.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43202.394531 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -43202.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43275.933594 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -43275.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43318.699219 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -43318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43372.550781 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -43372.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43395.601562 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -43395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43434.238281 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -43434.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43473.210938 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -43473.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43610.359375 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -43610.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43610.359375 Penalty: 2985.222168
	Iteration 14F: 3 clusters Score -43610.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 100 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 196990 members 
Mstep: Class 15 contains 182636 members 
Mstep: Class 16 contains 196956 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167507 members 
Entering Unmasked Estep 
Score: -138545552.000000 Penalty: 62066.378906
Splitting cluster 4 changes total score from -138546336.000000 to -138545552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -481705.000000 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -481705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -477847.781250 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -477847.8 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -478692.437500 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -478692.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -478857.625000 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -478857.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -478950.437500 Penalty: 4097.076172
	Iteration 3Q: 3 clusters Score -478950.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -479025.468750 Penalty: 4097.076172
	Iteration 4Q: 3 clusters Score -479025.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479072.406250 Penalty: 4097.076172
	Iteration 5Q: 3 clusters Score -479072.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479101.968750 Penalty: 4097.076172
	Iteration 6Q: 3 clusters Score -479102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -479128.218750 Penalty: 4097.076172
	Iteration 7Q: 3 clusters Score -479128.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -479146.500000 Penalty: 4097.076172
	Iteration 8Q: 3 clusters Score -479146.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -479156.281250 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -479156.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479164.250000 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -479164.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -479172.593750 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -479172.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479180.187500 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -479180.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -479187.468750 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -479187.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479194.531250 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -479194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -479199.750000 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -479199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -479203.968750 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -479204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -479207.250000 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -479207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479211.937500 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -479211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479215.781250 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -479215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -479218.093750 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -479218.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479222.562500 Penalty: 4097.076172
	Iteration 21Q: 3 clusters Score -479222.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479228.906250 Penalty: 4097.076172
	Iteration 22Q: 3 clusters Score -479228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479232.968750 Penalty: 4097.076172
	Iteration 23Q: 3 clusters Score -479233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479235.062500 Penalty: 4097.076172
	Iteration 24Q: 3 clusters Score -479235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479242.343750 Penalty: 4097.076172
	Iteration 25Q: 3 clusters Score -479242.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479247.156250 Penalty: 4097.076172
	Iteration 26Q: 3 clusters Score -479247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479251.656250 Penalty: 4097.076172
	Iteration 27Q: 3 clusters Score -479251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -479253.656250 Penalty: 4097.076172
	Iteration 28Q: 3 clusters Score -479253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -479254.718750 Penalty: 4097.076172
	Iteration 29Q: 3 clusters Score -479254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -479254.750000 Penalty: 4097.076172
	Iteration 30Q: 3 clusters Score -479254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -479256.156250 Penalty: 4097.076172
	Iteration 31Q: 3 clusters Score -479256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479254.656250 Penalty: 4097.076172
	Iteration 32Q: 3 clusters Score -479254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -479255.562500 Penalty: 4097.076172
	Iteration 33Q: 3 clusters Score -479255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -479255.562500 Penalty: 4097.076172
	Iteration 34F: 3 clusters Score -479255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -113713.828125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -113713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111792.164062 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -111792.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112207.109375 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -112207.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112509.546875 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -112509.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112651.226562 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -112651.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112742.593750 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -112742.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112866.679688 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -112866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112994.906250 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -112994.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113081.234375 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -113081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113141.757812 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -113141.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113183.500000 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -113183.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113199.375000 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -113199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113204.820312 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -113204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113211.328125 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -113211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113217.039062 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -113217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113222.562500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -113222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113223.601562 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -113223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113226.835938 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -113226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113228.562500 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -113228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113230.726562 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -113230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113230.726562 Penalty: 3431.181885
	Iteration 19F: 3 clusters Score -113230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -120024.945312 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -120024.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118173.273438 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -118173.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119008.718750 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -119008.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -120054.007812 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -120054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -120996.140625 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -120996.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -121876.710938 Penalty: 3486.427490
	Iteration 4F: 3 clusters Score -121876.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -123092.906250 Penalty: 3486.427490
	Iteration 5F: 3 clusters Score -123092.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -124394.789062 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -124394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -124980.617188 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -124980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -125015.109375 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -125015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -125015.109375 Penalty: 3486.427490
	Iteration 9F: 3 clusters Score -125015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 196990 members 
Mstep: Class 15 contains 182636 members 
Mstep: Class 16 contains 196956 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167507 members 
Entering Unmasked Estep 
Score: -138549760.000000 Penalty: 62066.378906
Splitting cluster 8 changes total score from -138546336.000000 to -138549760.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (175220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Entering Unmasked Estep 
Score: -22726164.000000 Penalty: 2994.301758
	Iteration 0F: 2 clusters Score -2.272616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -22611226.000000 Penalty: 5988.603516
	Iteration 0F: 3 clusters Score -2.261123e+07 nChanged 84074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -22660292.000000 Penalty: 5988.603516
	Iteration 1F: 3 clusters Score -2.266029e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -22661420.000000 Penalty: 5988.603516
	Iteration 2Q: 3 clusters Score -2.266142e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -22663054.000000 Penalty: 5988.603516
	Iteration 3Q: 3 clusters Score -2.266305e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -22665360.000000 Penalty: 5988.603516
	Iteration 4Q: 3 clusters Score -2.266536e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -22669552.000000 Penalty: 5988.603516
	Iteration 5Q: 3 clusters Score -2.266955e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -22677298.000000 Penalty: 5988.603516
	Iteration 6F: 3 clusters Score -2.26773e+07 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 135573 members 
Entering Unmasked Estep 
Score: -22689374.000000 Penalty: 5988.603516
	Iteration 7F: 3 clusters Score -2.268937e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -22703510.000000 Penalty: 5988.603516
	Iteration 8F: 3 clusters Score -2.270351e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -22714306.000000 Penalty: 5988.603516
	Iteration 9F: 3 clusters Score -2.271431e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -22720112.000000 Penalty: 5988.603516
	Iteration 10Q: 3 clusters Score -2.272011e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -22722210.000000 Penalty: 5988.603516
	Iteration 11Q: 3 clusters Score -2.272221e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -22723024.000000 Penalty: 5988.603516
	Iteration 12Q: 3 clusters Score -2.272302e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174322 members 
Entering Unmasked Estep 
Score: -22723250.000000 Penalty: 5988.603516
	Iteration 13Q: 3 clusters Score -2.272325e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -22723340.000000 Penalty: 5988.603516
	Iteration 14Q: 3 clusters Score -2.272334e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -22723486.000000 Penalty: 5988.603516
	Iteration 15Q: 3 clusters Score -2.272349e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -22723548.000000 Penalty: 5988.603516
	Iteration 16Q: 3 clusters Score -2.272355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -22723572.000000 Penalty: 5988.603516
	Iteration 17Q: 3 clusters Score -2.272357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 174716 members 
Entering Unmasked Estep 
Score: -22723616.000000 Penalty: 5988.603516
	Iteration 18Q: 3 clusters Score -2.272362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -22723620.000000 Penalty: 5988.603516
	Iteration 19Q: 3 clusters Score -2.272362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -22723648.000000 Penalty: 5988.603516
	Iteration 20F: 3 clusters Score -2.272365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -22723648.000000 Penalty: 5988.603516
	Iteration 21Q: 3 clusters Score -2.272365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -22723656.000000 Penalty: 5988.603516
	Iteration 22Q: 3 clusters Score -2.272366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 174761 members 
Entering Unmasked Estep 
Score: -22723674.000000 Penalty: 5988.603516
	Iteration 23Q: 3 clusters Score -2.272367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -22723682.000000 Penalty: 5988.603516
	Iteration 24Q: 3 clusters Score -2.272368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -22723692.000000 Penalty: 5988.603516
	Iteration 25Q: 3 clusters Score -2.272369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -22723688.000000 Penalty: 5988.603516
	Iteration 26Q: 3 clusters Score -2.272369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 174778 members 
Entering Unmasked Estep 
Score: -22723690.000000 Penalty: 5988.603516
	Iteration 27Q: 3 clusters Score -2.272369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -22723680.000000 Penalty: 5988.603516
	Iteration 28Q: 3 clusters Score -2.272368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -22723680.000000 Penalty: 5988.603516
	Iteration 29F: 3 clusters Score -2.272368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -424781.625000 Penalty: 2008.463501
	Iteration 0F: 2 clusters Score -424781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -421327.500000 Penalty: 4016.927002
	Iteration 0F: 3 clusters Score -421327.5 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -422006.062500 Penalty: 4016.927002
	Iteration 1F: 3 clusters Score -422006.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -422146.093750 Penalty: 4016.927002
	Iteration 2F: 3 clusters Score -422146.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -422229.875000 Penalty: 4016.927002
	Iteration 3Q: 3 clusters Score -422229.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422285.687500 Penalty: 4016.927002
	Iteration 4Q: 3 clusters Score -422285.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -422318.781250 Penalty: 4016.927002
	Iteration 5Q: 3 clusters Score -422318.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -422351.312500 Penalty: 4016.927002
	Iteration 6Q: 3 clusters Score -422351.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -422378.187500 Penalty: 4016.927002
	Iteration 7Q: 3 clusters Score -422378.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -422399.375000 Penalty: 4016.927002
	Iteration 8Q: 3 clusters Score -422399.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -422417.906250 Penalty: 4016.927002
	Iteration 9Q: 3 clusters Score -422417.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -422429.156250 Penalty: 4016.927002
	Iteration 10Q: 3 clusters Score -422429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -422432.968750 Penalty: 4016.927002
	Iteration 11Q: 3 clusters Score -422433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -422435.031250 Penalty: 4016.927002
	Iteration 12Q: 3 clusters Score -422435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -422438.843750 Penalty: 4016.927002
	Iteration 13Q: 3 clusters Score -422438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -422439.687500 Penalty: 4016.927002
	Iteration 14Q: 3 clusters Score -422439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -422443.031250 Penalty: 4016.927002
	Iteration 15Q: 3 clusters Score -422443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -422445.125000 Penalty: 4016.927002
	Iteration 16Q: 3 clusters Score -422445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -422444.781250 Penalty: 4016.927002
	Iteration 17Q: 3 clusters Score -422444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -422446.187500 Penalty: 4016.927002
	Iteration 18Q: 3 clusters Score -422446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -422447.281250 Penalty: 4016.927002
	Iteration 19Q: 3 clusters Score -422447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -422447.906250 Penalty: 4016.927002
	Iteration 20F: 3 clusters Score -422447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -422448.093750 Penalty: 4016.927002
	Iteration 21Q: 3 clusters Score -422448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -422449.312500 Penalty: 4016.927002
	Iteration 22Q: 3 clusters Score -422449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -422450.281250 Penalty: 4016.927002
	Iteration 23Q: 3 clusters Score -422450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -422450.812500 Penalty: 4016.927002
	Iteration 24Q: 3 clusters Score -422450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -422450.812500 Penalty: 4016.927002
	Iteration 25F: 3 clusters Score -422450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Entering Unmasked Estep 
Score: -9385299.000000 Penalty: 2782.044922
	Iteration 0F: 2 clusters Score -9385299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9335550.000000 Penalty: 5564.089844
	Iteration 0F: 3 clusters Score -9335550 nChanged 34708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -9354887.000000 Penalty: 5564.089844
	Iteration 1F: 3 clusters Score -9354887 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -9355522.000000 Penalty: 5564.089844
	Iteration 2Q: 3 clusters Score -9355522 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -9356292.000000 Penalty: 5564.089844
	Iteration 3Q: 3 clusters Score -9356292 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -9357327.000000 Penalty: 5564.089844
	Iteration 4Q: 3 clusters Score -9357327 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9359112.000000 Penalty: 5564.089844
	Iteration 5Q: 3 clusters Score -9359112 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -9362221.000000 Penalty: 5564.089844
	Iteration 6F: 3 clusters Score -9362221 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -9367412.000000 Penalty: 5564.089844
	Iteration 7F: 3 clusters Score -9367412 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9373865.000000 Penalty: 5564.089844
	Iteration 8F: 3 clusters Score -9373865 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -9379166.000000 Penalty: 5564.089844
	Iteration 9F: 3 clusters Score -9379166 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9381674.000000 Penalty: 5564.089844
	Iteration 10Q: 3 clusters Score -9381674 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9382447.000000 Penalty: 5564.089844
	Iteration 11Q: 3 clusters Score -9382447 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9382670.000000 Penalty: 5564.089844
	Iteration 12Q: 3 clusters Score -9382670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9382747.000000 Penalty: 5564.089844
	Iteration 13Q: 3 clusters Score -9382747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9382784.000000 Penalty: 5564.089844
	Iteration 14Q: 3 clusters Score -9382784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9382797.000000 Penalty: 5564.089844
	Iteration 15Q: 3 clusters Score -9382797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9382796.000000 Penalty: 5564.089844
	Iteration 16Q: 3 clusters Score -9382796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9382802.000000 Penalty: 5564.089844
	Iteration 17Q: 3 clusters Score -9382802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9382812.000000 Penalty: 5564.089844
	Iteration 18Q: 3 clusters Score -9382812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9382812.000000 Penalty: 5564.089844
	Iteration 19F: 3 clusters Score -9382812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Entering Unmasked Estep 
Score: -1442137.250000 Penalty: 2316.920410
	Iteration 0F: 2 clusters Score -1442137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1433529.875000 Penalty: 4633.840820
	Iteration 0F: 3 clusters Score -1433530 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1436250.125000 Penalty: 4633.840820
	Iteration 1F: 3 clusters Score -1436250 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1436587.500000 Penalty: 4633.840820
	Iteration 2F: 3 clusters Score -1436588 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1436862.250000 Penalty: 4633.840820
	Iteration 3F: 3 clusters Score -1436862 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1437078.125000 Penalty: 4633.840820
	Iteration 4Q: 3 clusters Score -1437078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1437299.375000 Penalty: 4633.840820
	Iteration 5Q: 3 clusters Score -1437299 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1437533.250000 Penalty: 4633.840820
	Iteration 6Q: 3 clusters Score -1437533 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1437759.625000 Penalty: 4633.840820
	Iteration 7Q: 3 clusters Score -1437760 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1437988.750000 Penalty: 4633.840820
	Iteration 8Q: 3 clusters Score -1437989 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1438234.250000 Penalty: 4633.840820
	Iteration 9Q: 3 clusters Score -1438234 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1438531.125000 Penalty: 4633.840820
	Iteration 10Q: 3 clusters Score -1438531 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1438848.875000 Penalty: 4633.840820
	Iteration 11Q: 3 clusters Score -1438849 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1439164.625000 Penalty: 4633.840820
	Iteration 12Q: 3 clusters Score -1439165 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1439423.875000 Penalty: 4633.840820
	Iteration 13Q: 3 clusters Score -1439424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1439653.625000 Penalty: 4633.840820
	Iteration 14Q: 3 clusters Score -1439654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1439819.000000 Penalty: 4633.840820
	Iteration 15Q: 3 clusters Score -1439819 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1439931.750000 Penalty: 4633.840820
	Iteration 16Q: 3 clusters Score -1439932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1440010.500000 Penalty: 4633.840820
	Iteration 17Q: 3 clusters Score -1440010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1440060.375000 Penalty: 4633.840820
	Iteration 18Q: 3 clusters Score -1440060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1440093.500000 Penalty: 4633.840820
	Iteration 19Q: 3 clusters Score -1440094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1440120.250000 Penalty: 4633.840820
	Iteration 20F: 3 clusters Score -1440120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1440133.750000 Penalty: 4633.840820
	Iteration 21Q: 3 clusters Score -1440134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1440148.000000 Penalty: 4633.840820
	Iteration 22Q: 3 clusters Score -1440148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1440159.125000 Penalty: 4633.840820
	Iteration 23Q: 3 clusters Score -1440159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1440170.250000 Penalty: 4633.840820
	Iteration 24Q: 3 clusters Score -1440170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1440175.125000 Penalty: 4633.840820
	Iteration 25Q: 3 clusters Score -1440175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1440188.375000 Penalty: 4633.840820
	Iteration 26Q: 3 clusters Score -1440188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1440192.750000 Penalty: 4633.840820
	Iteration 27Q: 3 clusters Score -1440193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1440198.125000 Penalty: 4633.840820
	Iteration 28Q: 3 clusters Score -1440198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1440199.375000 Penalty: 4633.840820
	Iteration 29Q: 3 clusters Score -1440199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1440199.500000 Penalty: 4633.840820
	Iteration 30Q: 3 clusters Score -1440200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1440201.125000 Penalty: 4633.840820
	Iteration 31Q: 3 clusters Score -1440201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1440202.750000 Penalty: 4633.840820
	Iteration 32Q: 3 clusters Score -1440203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1440205.375000 Penalty: 4633.840820
	Iteration 33Q: 3 clusters Score -1440205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1440205.375000 Penalty: 4633.840820
	Iteration 34F: 3 clusters Score -1440205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -81001.953125 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -81001.95 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 364 members 
Entering Unmasked Estep 
Score: -79325.882812 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -79325.88 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79620.406250 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -79620.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79721.437500 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -79721.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79775.140625 Penalty: 3259.157959
	Iteration 3Q: 3 clusters Score -79775.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79840.000000 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -79840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79973.632812 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -79973.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80115.117188 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -80115.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80260.687500 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -80260.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80330.000000 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -80330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80363.320312 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -80363.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80395.523438 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -80395.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80422.296875 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -80422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80440.054688 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -80440.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80458.750000 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -80458.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80473.304688 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -80473.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80498.875000 Penalty: 3259.157959
	Iteration 15Q: 3 clusters Score -80498.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80538.937500 Penalty: 3259.157959
	Iteration 16Q: 3 clusters Score -80538.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80577.625000 Penalty: 3259.157959
	Iteration 17Q: 3 clusters Score -80577.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80607.328125 Penalty: 3259.157959
	Iteration 18Q: 3 clusters Score -80607.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80631.773438 Penalty: 3259.157959
	Iteration 19Q: 3 clusters Score -80631.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80649.406250 Penalty: 3259.157959
	Iteration 20F: 3 clusters Score -80649.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80726.593750 Penalty: 3259.157959
	Iteration 21Q: 3 clusters Score -80726.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80923.500000 Penalty: 3259.157959
	Iteration 22Q: 3 clusters Score -80923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80961.578125 Penalty: 3259.157959
	Iteration 23Q: 3 clusters Score -80961.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81045.695312 Penalty: 3259.157959
	Iteration 24Q: 3 clusters Score -81045.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81240.882812 Penalty: 3259.157959
	Iteration 25Q: 3 clusters Score -81240.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81593.445312 Penalty: 3259.157959
	Iteration 26Q: 3 clusters Score -81593.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82000.179688 Penalty: 3259.157959
	Iteration 27Q: 3 clusters Score -82000.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82041.664062 Penalty: 3259.157959
	Iteration 28Q: 3 clusters Score -82041.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82045.343750 Penalty: 3259.157959
	Iteration 29Q: 3 clusters Score -82045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82045.343750 Penalty: 3259.157959
	Iteration 30F: 3 clusters Score -82045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196990 members 
Mstep: Class 15 contains 182636 members 
Mstep: Class 16 contains 196956 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167507 members 
Entering Unmasked Estep 
Score: -138548960.000000 Penalty: 65514.511719
Splitting cluster 13 changes total score from -138546336.000000 to -138548960.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (196990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Entering Unmasked Estep 
Score: -25445952.000000 Penalty: 3023.345215
	Iteration 0F: 2 clusters Score -2.544595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -25319212.000000 Penalty: 6046.690430
	Iteration 0F: 3 clusters Score -2.531921e+07 nChanged 94999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -25374748.000000 Penalty: 6046.690430
	Iteration 1F: 3 clusters Score -2.537475e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -25375728.000000 Penalty: 6046.690430
	Iteration 2Q: 3 clusters Score -2.537573e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -25377258.000000 Penalty: 6046.690430
	Iteration 3Q: 3 clusters Score -2.537726e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -25379794.000000 Penalty: 6046.690430
	Iteration 4Q: 3 clusters Score -2.537979e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123069 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -25383814.000000 Penalty: 6046.690430
	Iteration 5Q: 3 clusters Score -2.538381e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134855 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -25390812.000000 Penalty: 6046.690430
	Iteration 6F: 3 clusters Score -2.539081e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -25402742.000000 Penalty: 6046.690430
	Iteration 7F: 3 clusters Score -2.540274e+07 nChanged 17669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -25419128.000000 Penalty: 6046.690430
	Iteration 8F: 3 clusters Score -2.541913e+07 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183397 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -25433756.000000 Penalty: 6046.690430
	Iteration 9F: 3 clusters Score -2.543376e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192242 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -25440658.000000 Penalty: 6046.690430
	Iteration 10Q: 3 clusters Score -2.544066e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195481 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -25442448.000000 Penalty: 6046.690430
	Iteration 11Q: 3 clusters Score -2.544245e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -25442970.000000 Penalty: 6046.690430
	Iteration 12Q: 3 clusters Score -2.544297e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196594 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25443142.000000 Penalty: 6046.690430
	Iteration 13Q: 3 clusters Score -2.544314e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196646 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -25443244.000000 Penalty: 6046.690430
	Iteration 14Q: 3 clusters Score -2.544324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196671 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25443286.000000 Penalty: 6046.690430
	Iteration 15Q: 3 clusters Score -2.544329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196678 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25443274.000000 Penalty: 6046.690430
	Iteration 16Q: 3 clusters Score -2.544327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196688 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25443306.000000 Penalty: 6046.690430
	Iteration 17Q: 3 clusters Score -2.544331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196695 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25443348.000000 Penalty: 6046.690430
	Iteration 18Q: 3 clusters Score -2.544335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196701 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25443364.000000 Penalty: 6046.690430
	Iteration 19Q: 3 clusters Score -2.544336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196706 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25443372.000000 Penalty: 6046.690430
	Iteration 20F: 3 clusters Score -2.544337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25443380.000000 Penalty: 6046.690430
	Iteration 21Q: 3 clusters Score -2.544338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196709 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25443376.000000 Penalty: 6046.690430
	Iteration 22Q: 3 clusters Score -2.544338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25443386.000000 Penalty: 6046.690430
	Iteration 23Q: 3 clusters Score -2.544339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196706 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25443390.000000 Penalty: 6046.690430
	Iteration 24Q: 3 clusters Score -2.544339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196706 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25443386.000000 Penalty: 6046.690430
	Iteration 25Q: 3 clusters Score -2.544339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25443388.000000 Penalty: 6046.690430
	Iteration 26Q: 3 clusters Score -2.544339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25443376.000000 Penalty: 6046.690430
	Iteration 27Q: 3 clusters Score -2.544338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25443376.000000 Penalty: 6046.690430
	Iteration 28F: 3 clusters Score -2.544338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Entering Unmasked Estep 
Score: -23623368.000000 Penalty: 3004.582031
	Iteration 0F: 2 clusters Score -2.362337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -23504406.000000 Penalty: 6009.164062
	Iteration 0F: 3 clusters Score -2.350441e+07 nChanged 87542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -23555418.000000 Penalty: 6009.164062
	Iteration 1F: 3 clusters Score -2.355542e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -23556656.000000 Penalty: 6009.164062
	Iteration 2Q: 3 clusters Score -2.355666e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -23558100.000000 Penalty: 6009.164062
	Iteration 3Q: 3 clusters Score -2.35581e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -23560056.000000 Penalty: 6009.164062
	Iteration 4Q: 3 clusters Score -2.356006e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -23562708.000000 Penalty: 6009.164062
	Iteration 5Q: 3 clusters Score -2.356271e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -23566378.000000 Penalty: 6009.164062
	Iteration 6Q: 3 clusters Score -2.356638e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -23571650.000000 Penalty: 6009.164062
	Iteration 7F: 3 clusters Score -2.357165e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -23578594.000000 Penalty: 6009.164062
	Iteration 8F: 3 clusters Score -2.357859e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -23586490.000000 Penalty: 6009.164062
	Iteration 9F: 3 clusters Score -2.358649e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -23593478.000000 Penalty: 6009.164062
	Iteration 10F: 3 clusters Score -2.359348e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -23597508.000000 Penalty: 6009.164062
	Iteration 11Q: 3 clusters Score -2.359751e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -23599210.000000 Penalty: 6009.164062
	Iteration 12Q: 3 clusters Score -2.359921e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -23600032.000000 Penalty: 6009.164062
	Iteration 13Q: 3 clusters Score -2.360003e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -23600532.000000 Penalty: 6009.164062
	Iteration 14Q: 3 clusters Score -2.360053e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -23600732.000000 Penalty: 6009.164062
	Iteration 15Q: 3 clusters Score -2.360073e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -23600928.000000 Penalty: 6009.164062
	Iteration 16Q: 3 clusters Score -2.360093e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -23601158.000000 Penalty: 6009.164062
	Iteration 17Q: 3 clusters Score -2.360116e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -23601322.000000 Penalty: 6009.164062
	Iteration 18Q: 3 clusters Score -2.360132e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -23601438.000000 Penalty: 6009.164062
	Iteration 19Q: 3 clusters Score -2.360144e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -23601642.000000 Penalty: 6009.164062
	Iteration 20F: 3 clusters Score -2.360164e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -23601802.000000 Penalty: 6009.164062
	Iteration 21Q: 3 clusters Score -2.36018e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -23601962.000000 Penalty: 6009.164062
	Iteration 22Q: 3 clusters Score -2.360196e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -23602114.000000 Penalty: 6009.164062
	Iteration 23Q: 3 clusters Score -2.360211e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -23602420.000000 Penalty: 6009.164062
	Iteration 24Q: 3 clusters Score -2.360242e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -23602512.000000 Penalty: 6009.164062
	Iteration 25Q: 3 clusters Score -2.360251e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -23602690.000000 Penalty: 6009.164062
	Iteration 26Q: 3 clusters Score -2.360269e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -23602868.000000 Penalty: 6009.164062
	Iteration 27Q: 3 clusters Score -2.360287e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -23603050.000000 Penalty: 6009.164062
	Iteration 28Q: 3 clusters Score -2.360305e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -23603216.000000 Penalty: 6009.164062
	Iteration 29Q: 3 clusters Score -2.360322e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 114242 members 
Entering Unmasked Estep 
Score: -23603436.000000 Penalty: 6009.164062
	Iteration 30Q: 3 clusters Score -2.360344e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -23603524.000000 Penalty: 6009.164062
	Iteration 31Q: 3 clusters Score -2.360352e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -23603722.000000 Penalty: 6009.164062
	Iteration 32Q: 3 clusters Score -2.360372e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -23603874.000000 Penalty: 6009.164062
	Iteration 33Q: 3 clusters Score -2.360387e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -23604120.000000 Penalty: 6009.164062
	Iteration 34Q: 3 clusters Score -2.360412e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -23604406.000000 Penalty: 6009.164062
	Iteration 35Q: 3 clusters Score -2.360441e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -23604614.000000 Penalty: 6009.164062
	Iteration 36Q: 3 clusters Score -2.360461e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -23604770.000000 Penalty: 6009.164062
	Iteration 37Q: 3 clusters Score -2.360477e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -23605058.000000 Penalty: 6009.164062
	Iteration 38Q: 3 clusters Score -2.360506e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 125082 members 
Entering Unmasked Estep 
Score: -23605278.000000 Penalty: 6009.164062
	Iteration 39Q: 3 clusters Score -2.360528e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -23605600.000000 Penalty: 6009.164062
	Iteration 40F: 3 clusters Score -2.36056e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -23606110.000000 Penalty: 6009.164062
	Iteration 41Q: 3 clusters Score -2.360611e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -23606526.000000 Penalty: 6009.164062
	Iteration 42Q: 3 clusters Score -2.360653e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -23606978.000000 Penalty: 6009.164062
	Iteration 43Q: 3 clusters Score -2.360698e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -23607482.000000 Penalty: 6009.164062
	Iteration 44Q: 3 clusters Score -2.360748e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 134767 members 
Entering Unmasked Estep 
Score: -23607880.000000 Penalty: 6009.164062
	Iteration 45Q: 3 clusters Score -2.360788e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -23608266.000000 Penalty: 6009.164062
	Iteration 46Q: 3 clusters Score -2.360827e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 138126 members 
Entering Unmasked Estep 
Score: -23608652.000000 Penalty: 6009.164062
	Iteration 47Q: 3 clusters Score -2.360865e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 139825 members 
Entering Unmasked Estep 
Score: -23609082.000000 Penalty: 6009.164062
	Iteration 48Q: 3 clusters Score -2.360908e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -23609506.000000 Penalty: 6009.164062
	Iteration 49Q: 3 clusters Score -2.360951e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -23609890.000000 Penalty: 6009.164062
	Iteration 50Q: 3 clusters Score -2.360989e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -23610196.000000 Penalty: 6009.164062
	Iteration 51Q: 3 clusters Score -2.36102e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 146775 members 
Entering Unmasked Estep 
Score: -23610714.000000 Penalty: 6009.164062
	Iteration 52Q: 3 clusters Score -2.361071e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -23611254.000000 Penalty: 6009.164062
	Iteration 53Q: 3 clusters Score -2.361125e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -23611748.000000 Penalty: 6009.164062
	Iteration 54Q: 3 clusters Score -2.361175e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -23611988.000000 Penalty: 6009.164062
	Iteration 55Q: 3 clusters Score -2.361199e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 154002 members 
Entering Unmasked Estep 
Score: -23612400.000000 Penalty: 6009.164062
	Iteration 56Q: 3 clusters Score -2.36124e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -23612968.000000 Penalty: 6009.164062
	Iteration 57Q: 3 clusters Score -2.361297e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -23613510.000000 Penalty: 6009.164062
	Iteration 58Q: 3 clusters Score -2.361351e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -23614072.000000 Penalty: 6009.164062
	Iteration 59Q: 3 clusters Score -2.361407e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -23614600.000000 Penalty: 6009.164062
	Iteration 60F: 3 clusters Score -2.36146e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -23615204.000000 Penalty: 6009.164062
	Iteration 61Q: 3 clusters Score -2.36152e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 165148 members 
Entering Unmasked Estep 
Score: -23615834.000000 Penalty: 6009.164062
	Iteration 62Q: 3 clusters Score -2.361583e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -23616432.000000 Penalty: 6009.164062
	Iteration 63Q: 3 clusters Score -2.361643e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 168489 members 
Entering Unmasked Estep 
Score: -23617066.000000 Penalty: 6009.164062
	Iteration 64Q: 3 clusters Score -2.361707e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -23617556.000000 Penalty: 6009.164062
	Iteration 65Q: 3 clusters Score -2.361756e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -23617892.000000 Penalty: 6009.164062
	Iteration 66Q: 3 clusters Score -2.361789e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 172504 members 
Entering Unmasked Estep 
Score: -23618182.000000 Penalty: 6009.164062
	Iteration 67Q: 3 clusters Score -2.361818e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -23618540.000000 Penalty: 6009.164062
	Iteration 68Q: 3 clusters Score -2.361854e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -23618862.000000 Penalty: 6009.164062
	Iteration 69Q: 3 clusters Score -2.361886e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -23619072.000000 Penalty: 6009.164062
	Iteration 70Q: 3 clusters Score -2.361907e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 175959 members 
Entering Unmasked Estep 
Score: -23619344.000000 Penalty: 6009.164062
	Iteration 71Q: 3 clusters Score -2.361934e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -23619454.000000 Penalty: 6009.164062
	Iteration 72Q: 3 clusters Score -2.361945e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 177018 members 
Entering Unmasked Estep 
Score: -23619616.000000 Penalty: 6009.164062
	Iteration 73Q: 3 clusters Score -2.361962e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -23619744.000000 Penalty: 6009.164062
	Iteration 74Q: 3 clusters Score -2.361974e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -23619874.000000 Penalty: 6009.164062
	Iteration 75Q: 3 clusters Score -2.361987e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -23620024.000000 Penalty: 6009.164062
	Iteration 76Q: 3 clusters Score -2.362002e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 178551 members 
Entering Unmasked Estep 
Score: -23620120.000000 Penalty: 6009.164062
	Iteration 77Q: 3 clusters Score -2.362012e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -23620214.000000 Penalty: 6009.164062
	Iteration 78Q: 3 clusters Score -2.362021e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -23620328.000000 Penalty: 6009.164062
	Iteration 79Q: 3 clusters Score -2.362033e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -23620356.000000 Penalty: 6009.164062
	Iteration 80F: 3 clusters Score -2.362036e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 179551 members 
Entering Unmasked Estep 
Score: -23620426.000000 Penalty: 6009.164062
	Iteration 81Q: 3 clusters Score -2.362043e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 179759 members 
Entering Unmasked Estep 
Score: -23620526.000000 Penalty: 6009.164062
	Iteration 82Q: 3 clusters Score -2.362053e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 179917 members 
Entering Unmasked Estep 
Score: -23620554.000000 Penalty: 6009.164062
	Iteration 83Q: 3 clusters Score -2.362055e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 180053 members 
Entering Unmasked Estep 
Score: -23620624.000000 Penalty: 6009.164062
	Iteration 84Q: 3 clusters Score -2.362062e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 180157 members 
Entering Unmasked Estep 
Score: -23620636.000000 Penalty: 6009.164062
	Iteration 85Q: 3 clusters Score -2.362064e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 180250 members 
Entering Unmasked Estep 
Score: -23620694.000000 Penalty: 6009.164062
	Iteration 86Q: 3 clusters Score -2.362069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -23620750.000000 Penalty: 6009.164062
	Iteration 87Q: 3 clusters Score -2.362075e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -23620772.000000 Penalty: 6009.164062
	Iteration 88Q: 3 clusters Score -2.362077e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 180488 members 
Entering Unmasked Estep 
Score: -23620810.000000 Penalty: 6009.164062
	Iteration 89Q: 3 clusters Score -2.362081e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 180546 members 
Entering Unmasked Estep 
Score: -23620824.000000 Penalty: 6009.164062
	Iteration 90Q: 3 clusters Score -2.362082e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 180602 members 
Entering Unmasked Estep 
Score: -23620852.000000 Penalty: 6009.164062
	Iteration 91Q: 3 clusters Score -2.362085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 180654 members 
Entering Unmasked Estep 
Score: -23620824.000000 Penalty: 6009.164062
	Iteration 92Q: 3 clusters Score -2.362082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -23620826.000000 Penalty: 6009.164062
	Iteration 93Q: 3 clusters Score -2.362083e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 180742 members 
Entering Unmasked Estep 
Score: -23620846.000000 Penalty: 6009.164062
	Iteration 94Q: 3 clusters Score -2.362085e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 180785 members 
Entering Unmasked Estep 
Score: -23620846.000000 Penalty: 6009.164062
	Iteration 95Q: 3 clusters Score -2.362085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 180823 members 
Entering Unmasked Estep 
Score: -23620850.000000 Penalty: 6009.164062
	Iteration 96Q: 3 clusters Score -2.362085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 180851 members 
Entering Unmasked Estep 
Score: -23620880.000000 Penalty: 6009.164062
	Iteration 97Q: 3 clusters Score -2.362088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -23620896.000000 Penalty: 6009.164062
	Iteration 98Q: 3 clusters Score -2.36209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -23620896.000000 Penalty: 6009.164062
	Iteration 99Q: 3 clusters Score -2.36209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -23620880.000000 Penalty: 6009.164062
	Iteration 100F: 3 clusters Score -2.362088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 180927 members 
Entering Unmasked Estep 
Score: -23620888.000000 Penalty: 6009.164062
	Iteration 101Q: 3 clusters Score -2.362089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -23620896.000000 Penalty: 6009.164062
	Iteration 102Q: 3 clusters Score -2.36209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 180954 members 
Entering Unmasked Estep 
Score: -23620910.000000 Penalty: 6009.164062
	Iteration 103Q: 3 clusters Score -2.362091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 180967 members 
Entering Unmasked Estep 
Score: -23620898.000000 Penalty: 6009.164062
	Iteration 104Q: 3 clusters Score -2.36209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 180984 members 
Entering Unmasked Estep 
Score: -23620896.000000 Penalty: 6009.164062
	Iteration 105Q: 3 clusters Score -2.36209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -23620900.000000 Penalty: 6009.164062
	Iteration 106Q: 3 clusters Score -2.36209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -23620908.000000 Penalty: 6009.164062
	Iteration 107Q: 3 clusters Score -2.362091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -23620918.000000 Penalty: 6009.164062
	Iteration 108Q: 3 clusters Score -2.362092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -23620928.000000 Penalty: 6009.164062
	Iteration 109Q: 3 clusters Score -2.362093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 181063 members 
Entering Unmasked Estep 
Score: -23620964.000000 Penalty: 6009.164062
	Iteration 110Q: 3 clusters Score -2.362096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 181076 members 
Entering Unmasked Estep 
Score: -23620964.000000 Penalty: 6009.164062
	Iteration 111Q: 3 clusters Score -2.362096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 181079 members 
Entering Unmasked Estep 
Score: -23620930.000000 Penalty: 6009.164062
	Iteration 112Q: 3 clusters Score -2.362093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 181084 members 
Entering Unmasked Estep 
Score: -23620958.000000 Penalty: 6009.164062
	Iteration 113Q: 3 clusters Score -2.362096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -23620962.000000 Penalty: 6009.164062
	Iteration 114Q: 3 clusters Score -2.362096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 181089 members 
Entering Unmasked Estep 
Score: -23620944.000000 Penalty: 6009.164062
	Iteration 115Q: 3 clusters Score -2.362094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -23620960.000000 Penalty: 6009.164062
	Iteration 116Q: 3 clusters Score -2.362096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -23620966.000000 Penalty: 6009.164062
	Iteration 117Q: 3 clusters Score -2.362097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -23620958.000000 Penalty: 6009.164062
	Iteration 118Q: 3 clusters Score -2.362096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -23620968.000000 Penalty: 6009.164062
	Iteration 119Q: 3 clusters Score -2.362097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -23620968.000000 Penalty: 6009.164062
	Iteration 120F: 3 clusters Score -2.362097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196956 members 
Entering Unmasked Estep 
Score: -25477848.000000 Penalty: 3023.302490
	Iteration 0F: 2 clusters Score -2.547785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -25351178.000000 Penalty: 6046.604980
	Iteration 0F: 3 clusters Score -2.535118e+07 nChanged 94816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -25407696.000000 Penalty: 6046.604980
	Iteration 1F: 3 clusters Score -2.54077e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -25409796.000000 Penalty: 6046.604980
	Iteration 2Q: 3 clusters Score -2.54098e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -25413678.000000 Penalty: 6046.604980
	Iteration 3Q: 3 clusters Score -2.541368e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129575 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -25420396.000000 Penalty: 6046.604980
	Iteration 4F: 3 clusters Score -2.54204e+07 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -25431532.000000 Penalty: 6046.604980
	Iteration 5F: 3 clusters Score -2.543153e+07 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -25445914.000000 Penalty: 6046.604980
	Iteration 6F: 3 clusters Score -2.544591e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -25459474.000000 Penalty: 6046.604980
	Iteration 7F: 3 clusters Score -2.545947e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184466 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -25468036.000000 Penalty: 6046.604980
	Iteration 8F: 3 clusters Score -2.546804e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -25471900.000000 Penalty: 6046.604980
	Iteration 9Q: 3 clusters Score -2.54719e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192315 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -25473686.000000 Penalty: 6046.604980
	Iteration 10Q: 3 clusters Score -2.547369e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193589 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25474570.000000 Penalty: 6046.604980
	Iteration 11Q: 3 clusters Score -2.547457e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194263 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -25474918.000000 Penalty: 6046.604980
	Iteration 12Q: 3 clusters Score -2.547492e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194656 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -25475326.000000 Penalty: 6046.604980
	Iteration 13Q: 3 clusters Score -2.547533e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194900 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25475464.000000 Penalty: 6046.604980
	Iteration 14Q: 3 clusters Score -2.547546e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -25475596.000000 Penalty: 6046.604980
	Iteration 15Q: 3 clusters Score -2.54756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195170 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -25475656.000000 Penalty: 6046.604980
	Iteration 16Q: 3 clusters Score -2.547566e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195221 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -25475694.000000 Penalty: 6046.604980
	Iteration 17Q: 3 clusters Score -2.547569e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195259 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -25475692.000000 Penalty: 6046.604980
	Iteration 18Q: 3 clusters Score -2.547569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195282 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25475730.000000 Penalty: 6046.604980
	Iteration 19Q: 3 clusters Score -2.547573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195300 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -25475768.000000 Penalty: 6046.604980
	Iteration 20F: 3 clusters Score -2.547577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -25475768.000000 Penalty: 6046.604980
	Iteration 21Q: 3 clusters Score -2.547577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195331 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -25475784.000000 Penalty: 6046.604980
	Iteration 22Q: 3 clusters Score -2.547578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195340 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -25475770.000000 Penalty: 6046.604980
	Iteration 23Q: 3 clusters Score -2.547577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195344 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25475786.000000 Penalty: 6046.604980
	Iteration 24Q: 3 clusters Score -2.547579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25475792.000000 Penalty: 6046.604980
	Iteration 25Q: 3 clusters Score -2.547579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195350 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25475798.000000 Penalty: 6046.604980
	Iteration 26Q: 3 clusters Score -2.54758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195347 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -25475786.000000 Penalty: 6046.604980
	Iteration 27Q: 3 clusters Score -2.547579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195349 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -25475776.000000 Penalty: 6046.604980
	Iteration 28Q: 3 clusters Score -2.547578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195356 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25475772.000000 Penalty: 6046.604980
	Iteration 29Q: 3 clusters Score -2.547577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195353 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25475788.000000 Penalty: 6046.604980
	Iteration 30Q: 3 clusters Score -2.547579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195356 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25475780.000000 Penalty: 6046.604980
	Iteration 31Q: 3 clusters Score -2.547578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195360 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -25475774.000000 Penalty: 6046.604980
	Iteration 32Q: 3 clusters Score -2.547577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25475772.000000 Penalty: 6046.604980
	Iteration 33Q: 3 clusters Score -2.547577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195364 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25475764.000000 Penalty: 6046.604980
	Iteration 34Q: 3 clusters Score -2.547576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -25475780.000000 Penalty: 6046.604980
	Iteration 35Q: 3 clusters Score -2.547578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195362 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25475762.000000 Penalty: 6046.604980
	Iteration 36Q: 3 clusters Score -2.547576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25475758.000000 Penalty: 6046.604980
	Iteration 37Q: 3 clusters Score -2.547576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195364 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25475760.000000 Penalty: 6046.604980
	Iteration 38Q: 3 clusters Score -2.547576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195364 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25475756.000000 Penalty: 6046.604980
	Iteration 39Q: 3 clusters Score -2.547576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195366 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -25475748.000000 Penalty: 6046.604980
	Iteration 40F: 3 clusters Score -2.547575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195367 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -25475750.000000 Penalty: 6046.604980
	Iteration 41Q: 3 clusters Score -2.547575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195370 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -25475766.000000 Penalty: 6046.604980
	Iteration 42Q: 3 clusters Score -2.547577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195372 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25475770.000000 Penalty: 6046.604980
	Iteration 43Q: 3 clusters Score -2.547577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195371 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -25475774.000000 Penalty: 6046.604980
	Iteration 44Q: 3 clusters Score -2.547577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195372 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25475772.000000 Penalty: 6046.604980
	Iteration 45Q: 3 clusters Score -2.547577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -25475778.000000 Penalty: 6046.604980
	Iteration 46Q: 3 clusters Score -2.547578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25475786.000000 Penalty: 6046.604980
	Iteration 47Q: 3 clusters Score -2.547579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25475786.000000 Penalty: 6046.604980
	Iteration 48F: 3 clusters Score -2.547579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -789769.625000 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -789769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -784296.062500 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -784296.1 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -785779.375000 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -785779.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -786042.625000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -786042.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -786233.937500 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -786233.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -786407.750000 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -786407.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -786551.875000 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -786551.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -786700.687500 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -786700.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -786829.000000 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -786829 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -786929.625000 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -786929.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -787021.250000 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -787021.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -787121.437500 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -787121.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -787225.562500 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -787225.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -787307.875000 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -787307.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -787388.625000 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -787388.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -787469.937500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -787469.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -787541.062500 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -787541.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -787617.375000 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -787617.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -787706.687500 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -787706.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -787776.437500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -787776.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -787825.687500 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -787825.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -787872.375000 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -787872.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -787926.000000 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -787926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -787978.875000 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -787978.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -788023.750000 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -788023.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -788067.937500 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -788067.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -788110.812500 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -788110.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -788142.625000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -788142.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -788169.750000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -788169.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -788189.062500 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -788189.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -788208.812500 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -788208.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -788224.750000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -788224.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -788234.937500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -788234.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -788241.187500 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -788241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -788246.937500 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -788246.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -788254.625000 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -788254.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -788262.187500 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -788262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -788266.750000 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -788266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -788269.187500 Penalty: 4351.982422
	Iteration 37Q: 3 clusters Score -788269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -788269.500000 Penalty: 4351.982422
	Iteration 38Q: 3 clusters Score -788269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -788271.250000 Penalty: 4351.982422
	Iteration 39Q: 3 clusters Score -788271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -788275.375000 Penalty: 4351.982422
	Iteration 40F: 3 clusters Score -788275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -788278.812500 Penalty: 4351.982422
	Iteration 41Q: 3 clusters Score -788278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -788280.750000 Penalty: 4351.982422
	Iteration 42Q: 3 clusters Score -788280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -788281.500000 Penalty: 4351.982422
	Iteration 43Q: 3 clusters Score -788281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -788281.500000 Penalty: 4351.982422
	Iteration 44F: 3 clusters Score -788281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167507 members 
Entering Unmasked Estep 
Score: -21627494.000000 Penalty: 2983.137451
	Iteration 0F: 2 clusters Score -2.162749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -21519546.000000 Penalty: 5966.274902
	Iteration 0F: 3 clusters Score -2.151955e+07 nChanged 80318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -21566146.000000 Penalty: 5966.274902
	Iteration 1F: 3 clusters Score -2.156615e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -21567254.000000 Penalty: 5966.274902
	Iteration 2Q: 3 clusters Score -2.156725e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -21568398.000000 Penalty: 5966.274902
	Iteration 3Q: 3 clusters Score -2.15684e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -21569594.000000 Penalty: 5966.274902
	Iteration 4Q: 3 clusters Score -2.156959e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -21571188.000000 Penalty: 5966.274902
	Iteration 5Q: 3 clusters Score -2.157119e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -21572930.000000 Penalty: 5966.274902
	Iteration 6Q: 3 clusters Score -2.157293e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -21575596.000000 Penalty: 5966.274902
	Iteration 7Q: 3 clusters Score -2.15756e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -21579324.000000 Penalty: 5966.274902
	Iteration 8Q: 3 clusters Score -2.157932e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -21584884.000000 Penalty: 5966.274902
	Iteration 9F: 3 clusters Score -2.158488e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -21592970.000000 Penalty: 5966.274902
	Iteration 10F: 3 clusters Score -2.159297e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -21602008.000000 Penalty: 5966.274902
	Iteration 11F: 3 clusters Score -2.160201e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -21610530.000000 Penalty: 5966.274902
	Iteration 12F: 3 clusters Score -2.161053e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 154123 members 
Entering Unmasked Estep 
Score: -21617208.000000 Penalty: 5966.274902
	Iteration 13Q: 3 clusters Score -2.161721e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -21620938.000000 Penalty: 5966.274902
	Iteration 14Q: 3 clusters Score -2.162094e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 162097 members 
Entering Unmasked Estep 
Score: -21622702.000000 Penalty: 5966.274902
	Iteration 15Q: 3 clusters Score -2.16227e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -21623766.000000 Penalty: 5966.274902
	Iteration 16Q: 3 clusters Score -2.162377e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -21624258.000000 Penalty: 5966.274902
	Iteration 17Q: 3 clusters Score -2.162426e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -21624538.000000 Penalty: 5966.274902
	Iteration 18Q: 3 clusters Score -2.162454e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -21624654.000000 Penalty: 5966.274902
	Iteration 19Q: 3 clusters Score -2.162465e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -21624788.000000 Penalty: 5966.274902
	Iteration 20F: 3 clusters Score -2.162479e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -21624890.000000 Penalty: 5966.274902
	Iteration 21Q: 3 clusters Score -2.162489e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -21625004.000000 Penalty: 5966.274902
	Iteration 22Q: 3 clusters Score -2.1625e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 166073 members 
Entering Unmasked Estep 
Score: -21625066.000000 Penalty: 5966.274902
	Iteration 23Q: 3 clusters Score -2.162507e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 166117 members 
Entering Unmasked Estep 
Score: -21625122.000000 Penalty: 5966.274902
	Iteration 24Q: 3 clusters Score -2.162512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -21625156.000000 Penalty: 5966.274902
	Iteration 25Q: 3 clusters Score -2.162516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -21625182.000000 Penalty: 5966.274902
	Iteration 26Q: 3 clusters Score -2.162518e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -21625208.000000 Penalty: 5966.274902
	Iteration 27Q: 3 clusters Score -2.162521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 166204 members 
Entering Unmasked Estep 
Score: -21625230.000000 Penalty: 5966.274902
	Iteration 28Q: 3 clusters Score -2.162523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 166221 members 
Entering Unmasked Estep 
Score: -21625266.000000 Penalty: 5966.274902
	Iteration 29Q: 3 clusters Score -2.162527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -21625290.000000 Penalty: 5966.274902
	Iteration 30Q: 3 clusters Score -2.162529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 166262 members 
Entering Unmasked Estep 
Score: -21625282.000000 Penalty: 5966.274902
	Iteration 31Q: 3 clusters Score -2.162528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 166278 members 
Entering Unmasked Estep 
Score: -21625292.000000 Penalty: 5966.274902
	Iteration 32Q: 3 clusters Score -2.162529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -21625290.000000 Penalty: 5966.274902
	Iteration 33Q: 3 clusters Score -2.162529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -21625294.000000 Penalty: 5966.274902
	Iteration 34Q: 3 clusters Score -2.162529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -21625314.000000 Penalty: 5966.274902
	Iteration 35Q: 3 clusters Score -2.162531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 166313 members 
Entering Unmasked Estep 
Score: -21625290.000000 Penalty: 5966.274902
	Iteration 36Q: 3 clusters Score -2.162529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -21625320.000000 Penalty: 5966.274902
	Iteration 37Q: 3 clusters Score -2.162532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -21625354.000000 Penalty: 5966.274902
	Iteration 38Q: 3 clusters Score -2.162535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -21625392.000000 Penalty: 5966.274902
	Iteration 39Q: 3 clusters Score -2.162539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -21625452.000000 Penalty: 5966.274902
	Iteration 40F: 3 clusters Score -2.162545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -21625524.000000 Penalty: 5966.274902
	Iteration 41Q: 3 clusters Score -2.162552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -21625668.000000 Penalty: 5966.274902
	Iteration 42Q: 3 clusters Score -2.162567e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -21625828.000000 Penalty: 5966.274902
	Iteration 43Q: 3 clusters Score -2.162583e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -21625988.000000 Penalty: 5966.274902
	Iteration 44Q: 3 clusters Score -2.162599e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 166306 members 
Entering Unmasked Estep 
Score: -21626098.000000 Penalty: 5966.274902
	Iteration 45Q: 3 clusters Score -2.16261e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -21626126.000000 Penalty: 5966.274902
	Iteration 46Q: 3 clusters Score -2.162613e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -21626220.000000 Penalty: 5966.274902
	Iteration 47Q: 3 clusters Score -2.162622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -21626236.000000 Penalty: 5966.274902
	Iteration 48Q: 3 clusters Score -2.162624e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -21626276.000000 Penalty: 5966.274902
	Iteration 49Q: 3 clusters Score -2.162628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -21626308.000000 Penalty: 5966.274902
	Iteration 50Q: 3 clusters Score -2.162631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -21626334.000000 Penalty: 5966.274902
	Iteration 51Q: 3 clusters Score -2.162633e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 165779 members 
Entering Unmasked Estep 
Score: -21626346.000000 Penalty: 5966.274902
	Iteration 52Q: 3 clusters Score -2.162635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -21626378.000000 Penalty: 5966.274902
	Iteration 53Q: 3 clusters Score -2.162638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 165696 members 
Entering Unmasked Estep 
Score: -21626384.000000 Penalty: 5966.274902
	Iteration 54Q: 3 clusters Score -2.162638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -21626420.000000 Penalty: 5966.274902
	Iteration 55Q: 3 clusters Score -2.162642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -21626414.000000 Penalty: 5966.274902
	Iteration 56Q: 3 clusters Score -2.162641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 165620 members 
Entering Unmasked Estep 
Score: -21626424.000000 Penalty: 5966.274902
	Iteration 57Q: 3 clusters Score -2.162642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -21626414.000000 Penalty: 5966.274902
	Iteration 58Q: 3 clusters Score -2.162641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -21626430.000000 Penalty: 5966.274902
	Iteration 59Q: 3 clusters Score -2.162643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -21626440.000000 Penalty: 5966.274902
	Iteration 60F: 3 clusters Score -2.162644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -21626468.000000 Penalty: 5966.274902
	Iteration 61Q: 3 clusters Score -2.162647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -21626492.000000 Penalty: 5966.274902
	Iteration 62Q: 3 clusters Score -2.162649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -21626482.000000 Penalty: 5966.274902
	Iteration 63Q: 3 clusters Score -2.162648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -21626502.000000 Penalty: 5966.274902
	Iteration 64Q: 3 clusters Score -2.16265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -21626514.000000 Penalty: 5966.274902
	Iteration 65Q: 3 clusters Score -2.162651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -21626524.000000 Penalty: 5966.274902
	Iteration 66Q: 3 clusters Score -2.162652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -21626528.000000 Penalty: 5966.274902
	Iteration 67Q: 3 clusters Score -2.162653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -21626524.000000 Penalty: 5966.274902
	Iteration 68Q: 3 clusters Score -2.162652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 165409 members 
Entering Unmasked Estep 
Score: -21626502.000000 Penalty: 5966.274902
	Iteration 69Q: 3 clusters Score -2.16265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -21626498.000000 Penalty: 5966.274902
	Iteration 70Q: 3 clusters Score -2.16265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 165397 members 
Entering Unmasked Estep 
Score: -21626496.000000 Penalty: 5966.274902
	Iteration 71Q: 3 clusters Score -2.16265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 165392 members 
Entering Unmasked Estep 
Score: -21626514.000000 Penalty: 5966.274902
	Iteration 72Q: 3 clusters Score -2.162651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -21626518.000000 Penalty: 5966.274902
	Iteration 73Q: 3 clusters Score -2.162652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165376 members 
Entering Unmasked Estep 
Score: -21626542.000000 Penalty: 5966.274902
	Iteration 74Q: 3 clusters Score -2.162654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -21626524.000000 Penalty: 5966.274902
	Iteration 75Q: 3 clusters Score -2.162652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 165365 members 
Entering Unmasked Estep 
Score: -21626536.000000 Penalty: 5966.274902
	Iteration 76Q: 3 clusters Score -2.162654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -21626530.000000 Penalty: 5966.274902
	Iteration 77Q: 3 clusters Score -2.162653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -21626536.000000 Penalty: 5966.274902
	Iteration 78Q: 3 clusters Score -2.162654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -21626536.000000 Penalty: 5966.274902
	Iteration 79Q: 3 clusters Score -2.162654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21626524.000000 Penalty: 5966.274902
	Iteration 80F: 3 clusters Score -2.162652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21626522.000000 Penalty: 5966.274902
	Iteration 81Q: 3 clusters Score -2.162652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21626512.000000 Penalty: 5966.274902
	Iteration 82Q: 3 clusters Score -2.162651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -21626506.000000 Penalty: 5966.274902
	Iteration 83Q: 3 clusters Score -2.162651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -21626516.000000 Penalty: 5966.274902
	Iteration 84Q: 3 clusters Score -2.162652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -21626510.000000 Penalty: 5966.274902
	Iteration 85Q: 3 clusters Score -2.162651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21626504.000000 Penalty: 5966.274902
	Iteration 86Q: 3 clusters Score -2.16265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -21626514.000000 Penalty: 5966.274902
	Iteration 87Q: 3 clusters Score -2.162651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -21626508.000000 Penalty: 5966.274902
	Iteration 88Q: 3 clusters Score -2.162651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -21626508.000000 Penalty: 5966.274902
	Iteration 89F: 3 clusters Score -2.162651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196990 members 
Mstep: Class 15 contains 182636 members 
Mstep: Class 16 contains 196956 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 167507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 119Q: 20 clusters Score -1.38549e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175232 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74473 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196979 members 
Mstep: Class 15 contains 182637 members 
Mstep: Class 16 contains 196950 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 120F: 20 clusters Score -1.385489e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 64050 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175233 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74493 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196948 members 
Mstep: Class 15 contains 182644 members 
Mstep: Class 16 contains 196949 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 121Q: 20 clusters Score -1.385489e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 64051 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175226 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74511 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196941 members 
Mstep: Class 15 contains 182638 members 
Mstep: Class 16 contains 196947 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 167496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 122Q: 20 clusters Score -1.385489e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 64052 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175240 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74523 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196938 members 
Mstep: Class 15 contains 182619 members 
Mstep: Class 16 contains 196952 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 167487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 123Q: 20 clusters Score -1.38549e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64053 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175240 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74530 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196930 members 
Mstep: Class 15 contains 182608 members 
Mstep: Class 16 contains 196967 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 124Q: 20 clusters Score -1.38549e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175252 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74535 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196935 members 
Mstep: Class 15 contains 182593 members 
Mstep: Class 16 contains 196969 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549120.000000 Penalty: 65514.511719
Iteration 125Q: 20 clusters Score -1.385491e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175252 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74545 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196932 members 
Mstep: Class 15 contains 182581 members 
Mstep: Class 16 contains 196980 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549200.000000 Penalty: 65514.511719
Iteration 126Q: 20 clusters Score -1.385492e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64055 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175266 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74555 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196929 members 
Mstep: Class 15 contains 182564 members 
Mstep: Class 16 contains 196984 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549216.000000 Penalty: 65514.511719
Iteration 127Q: 20 clusters Score -1.385492e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175262 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74558 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196939 members 
Mstep: Class 15 contains 182551 members 
Mstep: Class 16 contains 196979 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549120.000000 Penalty: 65514.511719
Iteration 128Q: 20 clusters Score -1.385491e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175259 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74572 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196937 members 
Mstep: Class 15 contains 182534 members 
Mstep: Class 16 contains 196985 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549040.000000 Penalty: 65514.511719
Iteration 129Q: 20 clusters Score -1.38549e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175258 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74588 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196924 members 
Mstep: Class 15 contains 182516 members 
Mstep: Class 16 contains 196995 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 130Q: 20 clusters Score -1.38549e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64059 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175242 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74597 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196917 members 
Mstep: Class 15 contains 182526 members 
Mstep: Class 16 contains 196998 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 131Q: 20 clusters Score -1.38549e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175235 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74606 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196919 members 
Mstep: Class 15 contains 182518 members 
Mstep: Class 16 contains 197001 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 132Q: 20 clusters Score -1.385489e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175237 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74619 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196914 members 
Mstep: Class 15 contains 182517 members 
Mstep: Class 16 contains 196993 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548832.000000 Penalty: 65514.511719
Iteration 133Q: 20 clusters Score -1.385488e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175228 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74632 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196920 members 
Mstep: Class 15 contains 182529 members 
Mstep: Class 16 contains 196980 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 134Q: 20 clusters Score -1.385488e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175201 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74644 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196925 members 
Mstep: Class 15 contains 182556 members 
Mstep: Class 16 contains 196960 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 135Q: 20 clusters Score -1.38549e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175177 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74651 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196916 members 
Mstep: Class 15 contains 182602 members 
Mstep: Class 16 contains 196934 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 136Q: 20 clusters Score -1.38549e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175164 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74644 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196926 members 
Mstep: Class 15 contains 182644 members 
Mstep: Class 16 contains 196911 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 137Q: 20 clusters Score -1.38549e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175151 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74638 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196922 members 
Mstep: Class 15 contains 182697 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 138Q: 20 clusters Score -1.38549e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175137 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74633 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196929 members 
Mstep: Class 15 contains 182744 members 
Mstep: Class 16 contains 196857 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 139Q: 20 clusters Score -1.38549e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175129 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74634 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196914 members 
Mstep: Class 15 contains 182787 members 
Mstep: Class 16 contains 196829 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 140F: 20 clusters Score -1.385491e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175131 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74635 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196907 members 
Mstep: Class 15 contains 182820 members 
Mstep: Class 16 contains 196802 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 141Q: 20 clusters Score -1.38549e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175130 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 74643 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196886 members 
Mstep: Class 15 contains 182850 members 
Mstep: Class 16 contains 196796 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 142Q: 20 clusters Score -1.385489e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175121 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74643 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196889 members 
Mstep: Class 15 contains 182862 members 
Mstep: Class 16 contains 196790 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 167444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 143Q: 20 clusters Score -1.38549e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175102 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74644 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196887 members 
Mstep: Class 15 contains 182874 members 
Mstep: Class 16 contains 196793 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 144Q: 20 clusters Score -1.38549e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175096 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74649 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196893 members 
Mstep: Class 15 contains 182870 members 
Mstep: Class 16 contains 196785 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 145Q: 20 clusters Score -1.38549e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175109 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74659 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182846 members 
Mstep: Class 16 contains 196781 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 146Q: 20 clusters Score -1.385489e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175113 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74681 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182831 members 
Mstep: Class 16 contains 196784 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 147Q: 20 clusters Score -1.38549e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175123 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74693 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196865 members 
Mstep: Class 15 contains 182816 members 
Mstep: Class 16 contains 196792 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 148Q: 20 clusters Score -1.38549e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175132 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74710 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196860 members 
Mstep: Class 15 contains 182781 members 
Mstep: Class 16 contains 196806 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 149Q: 20 clusters Score -1.38549e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175136 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74716 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196860 members 
Mstep: Class 15 contains 182766 members 
Mstep: Class 16 contains 196813 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 150Q: 20 clusters Score -1.385491e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175134 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74730 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196851 members 
Mstep: Class 15 contains 182760 members 
Mstep: Class 16 contains 196817 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549104.000000 Penalty: 65514.511719
Iteration 151Q: 20 clusters Score -1.385491e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 64066 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175146 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74730 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196846 members 
Mstep: Class 15 contains 182740 members 
Mstep: Class 16 contains 196826 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549120.000000 Penalty: 65514.511719
Iteration 152Q: 20 clusters Score -1.385491e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175155 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74732 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196848 members 
Mstep: Class 15 contains 182716 members 
Mstep: Class 16 contains 196832 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549040.000000 Penalty: 65514.511719
Iteration 153Q: 20 clusters Score -1.38549e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175173 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74733 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196844 members 
Mstep: Class 15 contains 182716 members 
Mstep: Class 16 contains 196823 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 154Q: 20 clusters Score -1.38549e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175172 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74735 members 
Mstep: Class 12 contains 11399 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196845 members 
Mstep: Class 15 contains 182706 members 
Mstep: Class 16 contains 196828 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 155Q: 20 clusters Score -1.385489e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175181 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74739 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196844 members 
Mstep: Class 15 contains 182687 members 
Mstep: Class 16 contains 196835 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 156Q: 20 clusters Score -1.38549e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64066 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175190 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74743 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196847 members 
Mstep: Class 15 contains 182672 members 
Mstep: Class 16 contains 196834 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 157Q: 20 clusters Score -1.38549e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175196 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74748 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196847 members 
Mstep: Class 15 contains 182663 members 
Mstep: Class 16 contains 196836 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 158Q: 20 clusters Score -1.385489e+08 nChanged 63
Entering ConstructFrom: 
Score: -138548896.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -152797.859375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -152797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150762.859375 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -150762.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151344.296875 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -151344.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151598.703125 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -151598.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151741.890625 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -151741.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151842.781250 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -151842.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151914.687500 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -151914.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151991.781250 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -151991.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152095.093750 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -152095.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152210.140625 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -152210.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152327.250000 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -152327.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152479.203125 Penalty: 3569.184814
	Iteration 10F: 3 clusters Score -152479.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152652.546875 Penalty: 3569.184814
	Iteration 11F: 3 clusters Score -152652.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152894.203125 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -152894.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153216.046875 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -153216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153363.218750 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -153363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -153393.921875 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -153393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153403.703125 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -153403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -153406.531250 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -153406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -153409.140625 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -153409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -153412.250000 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -153412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -153414.781250 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -153414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175198 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74755 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196845 members 
Mstep: Class 15 contains 182659 members 
Mstep: Class 16 contains 196834 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167452 members 
Entering Unmasked Estep 
Score: -138548048.000000 Penalty: 68962.648438
Splitting cluster 1 changes total score from -138548896.000000 to -138548048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -591052.062500 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -591052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -586627.562500 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -586627.6 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -587821.062500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -587821.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -588201.937500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -588201.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -588517.250000 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -588517.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -588723.375000 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -588723.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -588883.812500 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -588883.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -589009.375000 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -589009.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -589088.875000 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -589088.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -589136.062500 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -589136.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -589172.500000 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -589172.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -589205.812500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -589205.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -589232.687500 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -589232.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -589260.812500 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -589260.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -589286.937500 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -589286.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -589310.437500 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -589310.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -589326.312500 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -589326.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -589337.812500 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -589337.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -589349.812500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -589349.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -589367.500000 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -589367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -589381.312500 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -589381.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -589395.875000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -589395.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -589409.750000 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -589409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -589417.937500 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -589417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -589420.875000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -589420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -589429.437500 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -589429.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -589436.375000 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -589436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -589442.500000 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -589442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -589442.437500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -589442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -589442.500000 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -589442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -589443.750000 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -589443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -589446.937500 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -589446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -589451.875000 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -589451.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -589457.187500 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -589457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -589461.500000 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -589461.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -589464.812500 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -589464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -589465.937500 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -589465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -589466.750000 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -589466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -589466.875000 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -589466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -589467.000000 Penalty: 4205.209473
	Iteration 38Q: 3 clusters Score -589467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -589466.500000 Penalty: 4205.209473
	Iteration 39Q: 3 clusters Score -589466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -589466.937500 Penalty: 4205.209473
	Iteration 40F: 3 clusters Score -589466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -589468.187500 Penalty: 4205.209473
	Iteration 41Q: 3 clusters Score -589468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -589468.187500 Penalty: 4205.209473
	Iteration 42F: 3 clusters Score -589468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Entering Unmasked Estep 
Score: -8291327.500000 Penalty: 2744.770264
	Iteration 0F: 2 clusters Score -8291328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -8248185.000000 Penalty: 5489.540527
	Iteration 0F: 3 clusters Score -8248185 nChanged 30052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8264833.000000 Penalty: 5489.540527
	Iteration 1F: 3 clusters Score -8264833 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -8265314.500000 Penalty: 5489.540527
	Iteration 2Q: 3 clusters Score -8265314 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -8265870.500000 Penalty: 5489.540527
	Iteration 3Q: 3 clusters Score -8265870 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -8266380.500000 Penalty: 5489.540527
	Iteration 4Q: 3 clusters Score -8266380 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8266922.500000 Penalty: 5489.540527
	Iteration 5Q: 3 clusters Score -8266922 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8267505.000000 Penalty: 5489.540527
	Iteration 6Q: 3 clusters Score -8267505 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8268268.000000 Penalty: 5489.540527
	Iteration 7Q: 3 clusters Score -8268268 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8269190.500000 Penalty: 5489.540527
	Iteration 8Q: 3 clusters Score -8269190 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -8270685.500000 Penalty: 5489.540527
	Iteration 9Q: 3 clusters Score -8270686 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8272754.000000 Penalty: 5489.540527
	Iteration 10F: 3 clusters Score -8272754 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8275545.500000 Penalty: 5489.540527
	Iteration 11F: 3 clusters Score -8275546 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -8278859.000000 Penalty: 5489.540527
	Iteration 12F: 3 clusters Score -8278859 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -8282067.000000 Penalty: 5489.540527
	Iteration 13F: 3 clusters Score -8282067 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -8284586.000000 Penalty: 5489.540527
	Iteration 14Q: 3 clusters Score -8284586 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -8286357.000000 Penalty: 5489.540527
	Iteration 15Q: 3 clusters Score -8286357 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -8287426.500000 Penalty: 5489.540527
	Iteration 16Q: 3 clusters Score -8287426 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -8288003.000000 Penalty: 5489.540527
	Iteration 17Q: 3 clusters Score -8288003 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -8288313.000000 Penalty: 5489.540527
	Iteration 18Q: 3 clusters Score -8288313 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8288493.500000 Penalty: 5489.540527
	Iteration 19Q: 3 clusters Score -8288494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -8288615.500000 Penalty: 5489.540527
	Iteration 20F: 3 clusters Score -8288616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8288697.500000 Penalty: 5489.540527
	Iteration 21Q: 3 clusters Score -8288698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -8288774.500000 Penalty: 5489.540527
	Iteration 22Q: 3 clusters Score -8288774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -8288818.000000 Penalty: 5489.540527
	Iteration 23Q: 3 clusters Score -8288818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8288840.000000 Penalty: 5489.540527
	Iteration 24Q: 3 clusters Score -8288840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -8288872.500000 Penalty: 5489.540527
	Iteration 25Q: 3 clusters Score -8288872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -8288880.000000 Penalty: 5489.540527
	Iteration 26Q: 3 clusters Score -8288880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8288887.500000 Penalty: 5489.540527
	Iteration 27Q: 3 clusters Score -8288888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -8288902.000000 Penalty: 5489.540527
	Iteration 28Q: 3 clusters Score -8288902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -8288908.000000 Penalty: 5489.540527
	Iteration 29Q: 3 clusters Score -8288908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -8288925.500000 Penalty: 5489.540527
	Iteration 30Q: 3 clusters Score -8288926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -8288924.500000 Penalty: 5489.540527
	Iteration 31Q: 3 clusters Score -8288924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -8288937.500000 Penalty: 5489.540527
	Iteration 32Q: 3 clusters Score -8288938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8288952.000000 Penalty: 5489.540527
	Iteration 33Q: 3 clusters Score -8288952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8288949.000000 Penalty: 5489.540527
	Iteration 34Q: 3 clusters Score -8288949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -8288949.000000 Penalty: 5489.540527
	Iteration 35Q: 3 clusters Score -8288949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -8288956.000000 Penalty: 5489.540527
	Iteration 36Q: 3 clusters Score -8288956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -8288956.500000 Penalty: 5489.540527
	Iteration 37Q: 3 clusters Score -8288956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -8288964.000000 Penalty: 5489.540527
	Iteration 38Q: 3 clusters Score -8288964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -8288964.000000 Penalty: 5489.540527
	Iteration 39Q: 3 clusters Score -8288964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -8288964.000000 Penalty: 5489.540527
	Iteration 40F: 3 clusters Score -8288964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -42538.457031 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -42538.46 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 215 members 
Entering Unmasked Estep 
Score: -41280.585938 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41280.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41569.859375 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -41569.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41645.964844 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -41645.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41713.796875 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -41713.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41839.871094 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -41839.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41897.250000 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -41897.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41961.984375 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -41961.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42164.542969 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42164.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42187.617188 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42187.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42207.292969 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -42207.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42213.351562 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -42213.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42213.351562 Penalty: 2985.222168
	Iteration 11F: 3 clusters Score -42213.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -481974.343750 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -481974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -478140.062500 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -478140.1 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -478968.750000 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -478968.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -479161.718750 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -479161.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -479289.312500 Penalty: 4097.333008
	Iteration 3F: 3 clusters Score -479289.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -479392.000000 Penalty: 4097.333008
	Iteration 4Q: 3 clusters Score -479392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -479465.812500 Penalty: 4097.333008
	Iteration 5Q: 3 clusters Score -479465.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -479511.218750 Penalty: 4097.333008
	Iteration 6Q: 3 clusters Score -479511.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479546.000000 Penalty: 4097.333008
	Iteration 7Q: 3 clusters Score -479546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -479577.531250 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -479577.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -479605.125000 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -479605.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -479625.406250 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -479625.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -479647.218750 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -479647.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479664.843750 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -479664.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -479683.656250 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -479683.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -479699.062500 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -479699.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -479709.062500 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -479709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -479717.562500 Penalty: 4097.333008
	Iteration 16Q: 3 clusters Score -479717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -479726.937500 Penalty: 4097.333008
	Iteration 17Q: 3 clusters Score -479726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -479733.937500 Penalty: 4097.333008
	Iteration 18Q: 3 clusters Score -479733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -479737.687500 Penalty: 4097.333008
	Iteration 19Q: 3 clusters Score -479737.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -479743.812500 Penalty: 4097.333008
	Iteration 20F: 3 clusters Score -479743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -479745.968750 Penalty: 4097.333008
	Iteration 21Q: 3 clusters Score -479746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -479750.125000 Penalty: 4097.333008
	Iteration 22Q: 3 clusters Score -479750.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -479754.281250 Penalty: 4097.333008
	Iteration 23Q: 3 clusters Score -479754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -479756.968750 Penalty: 4097.333008
	Iteration 24Q: 3 clusters Score -479757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -479759.000000 Penalty: 4097.333008
	Iteration 25Q: 3 clusters Score -479759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -479760.968750 Penalty: 4097.333008
	Iteration 26Q: 3 clusters Score -479761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -479762.718750 Penalty: 4097.333008
	Iteration 27Q: 3 clusters Score -479762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -479767.312500 Penalty: 4097.333008
	Iteration 28Q: 3 clusters Score -479767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -479770.718750 Penalty: 4097.333008
	Iteration 29Q: 3 clusters Score -479770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -479774.656250 Penalty: 4097.333008
	Iteration 30Q: 3 clusters Score -479774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -479777.625000 Penalty: 4097.333008
	Iteration 31Q: 3 clusters Score -479777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -479779.812500 Penalty: 4097.333008
	Iteration 32Q: 3 clusters Score -479779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -479781.750000 Penalty: 4097.333008
	Iteration 33Q: 3 clusters Score -479781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -479783.531250 Penalty: 4097.333008
	Iteration 34Q: 3 clusters Score -479783.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -479787.437500 Penalty: 4097.333008
	Iteration 35Q: 3 clusters Score -479787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -479788.375000 Penalty: 4097.333008
	Iteration 36Q: 3 clusters Score -479788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -479790.625000 Penalty: 4097.333008
	Iteration 37Q: 3 clusters Score -479790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -479791.187500 Penalty: 4097.333008
	Iteration 38Q: 3 clusters Score -479791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -479792.812500 Penalty: 4097.333008
	Iteration 39Q: 3 clusters Score -479792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -479795.187500 Penalty: 4097.333008
	Iteration 40F: 3 clusters Score -479795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -479795.093750 Penalty: 4097.333008
	Iteration 41Q: 3 clusters Score -479795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -479796.656250 Penalty: 4097.333008
	Iteration 42Q: 3 clusters Score -479796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -479796.031250 Penalty: 4097.333008
	Iteration 43Q: 3 clusters Score -479796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -479796.312500 Penalty: 4097.333008
	Iteration 44Q: 3 clusters Score -479796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -479797.250000 Penalty: 4097.333008
	Iteration 45Q: 3 clusters Score -479797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -479798.000000 Penalty: 4097.333008
	Iteration 46Q: 3 clusters Score -479798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -479798.531250 Penalty: 4097.333008
	Iteration 47Q: 3 clusters Score -479798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -479799.437500 Penalty: 4097.333008
	Iteration 48Q: 3 clusters Score -479799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -479800.468750 Penalty: 4097.333008
	Iteration 49Q: 3 clusters Score -479800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -479803.156250 Penalty: 4097.333008
	Iteration 50Q: 3 clusters Score -479803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -479804.687500 Penalty: 4097.333008
	Iteration 51Q: 3 clusters Score -479804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -479805.312500 Penalty: 4097.333008
	Iteration 52Q: 3 clusters Score -479805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -479806.062500 Penalty: 4097.333008
	Iteration 53Q: 3 clusters Score -479806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -479806.062500 Penalty: 4097.333008
	Iteration 54F: 3 clusters Score -479806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -113713.828125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -113713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111869.304688 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -111869.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112351.578125 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -112351.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112679.921875 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -112679.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113205.898438 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -113205.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113519.664062 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -113519.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113616.117188 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -113616.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113668.164062 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -113668.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113718.328125 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -113718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113752.562500 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -113752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -113771.140625 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -113771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113793.625000 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -113793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -113821.367188 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -113821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113847.140625 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -113847.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -113893.132812 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -113893.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -113949.867188 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -113949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -114010.046875 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -114010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -114023.718750 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -114023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114024.835938 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -114024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114024.835938 Penalty: 3431.181885
	Iteration 18F: 3 clusters Score -114024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175198 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74755 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196845 members 
Mstep: Class 15 contains 182659 members 
Mstep: Class 16 contains 196834 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167452 members 
Entering Unmasked Estep 
Score: -138547248.000000 Penalty: 68962.648438
Splitting cluster 6 changes total score from -138548896.000000 to -138547248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -29683.462891 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -29683.46 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 145 members 
Entering Unmasked Estep 
Score: -28544.330078 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -28544.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28625.113281 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -28625.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28737.441406 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -28737.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28799.427734 Penalty: 2793.081055
	Iteration 3F: 3 clusters Score -28799.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28952.794922 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -28952.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28973.339844 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -28973.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28983.332031 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -28983.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28993.427734 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28993.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29037.908203 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -29037.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29080.527344 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -29080.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29088.658203 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -29088.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29092.861328 Penalty: 2793.081055
	Iteration 11Q: 3 clusters Score -29092.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29092.861328 Penalty: 2793.081055
	Iteration 12F: 3 clusters Score -29092.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -96378.890625 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -96378.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94594.703125 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -94594.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94900.460938 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -94900.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94976.234375 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -94976.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95007.546875 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -95007.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95037.976562 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -95037.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95063.929688 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -95063.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95084.093750 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -95084.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95108.140625 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -95108.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95140.242188 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -95140.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95165.531250 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -95165.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95193.242188 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -95193.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95209.242188 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -95209.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95212.203125 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -95212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95215.757812 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -95215.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95217.445312 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -95217.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95222.414062 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -95222.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95225.593750 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -95225.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95226.914062 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -95226.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95230.078125 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -95230.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95236.445312 Penalty: 3345.637207
	Iteration 19Q: 3 clusters Score -95236.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95240.406250 Penalty: 3345.637207
	Iteration 20F: 3 clusters Score -95240.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95241.296875 Penalty: 3345.637207
	Iteration 21Q: 3 clusters Score -95241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95243.648438 Penalty: 3345.637207
	Iteration 22Q: 3 clusters Score -95243.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95249.281250 Penalty: 3345.637207
	Iteration 23Q: 3 clusters Score -95249.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95259.242188 Penalty: 3345.637207
	Iteration 24Q: 3 clusters Score -95259.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95276.281250 Penalty: 3345.637207
	Iteration 25Q: 3 clusters Score -95276.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95293.554688 Penalty: 3345.637207
	Iteration 26Q: 3 clusters Score -95293.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95312.570312 Penalty: 3345.637207
	Iteration 27Q: 3 clusters Score -95312.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95321.921875 Penalty: 3345.637207
	Iteration 28Q: 3 clusters Score -95321.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95337.242188 Penalty: 3345.637207
	Iteration 29Q: 3 clusters Score -95337.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95351.523438 Penalty: 3345.637207
	Iteration 30Q: 3 clusters Score -95351.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95365.367188 Penalty: 3345.637207
	Iteration 31Q: 3 clusters Score -95365.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95377.601562 Penalty: 3345.637207
	Iteration 32Q: 3 clusters Score -95377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95390.507812 Penalty: 3345.637207
	Iteration 33Q: 3 clusters Score -95390.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95406.867188 Penalty: 3345.637207
	Iteration 34Q: 3 clusters Score -95406.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95424.984375 Penalty: 3345.637207
	Iteration 35Q: 3 clusters Score -95424.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95435.289062 Penalty: 3345.637207
	Iteration 36Q: 3 clusters Score -95435.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95438.554688 Penalty: 3345.637207
	Iteration 37Q: 3 clusters Score -95438.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95445.140625 Penalty: 3345.637207
	Iteration 38Q: 3 clusters Score -95445.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95449.726562 Penalty: 3345.637207
	Iteration 39Q: 3 clusters Score -95449.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95457.406250 Penalty: 3345.637207
	Iteration 40F: 3 clusters Score -95457.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95465.703125 Penalty: 3345.637207
	Iteration 41Q: 3 clusters Score -95465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95472.460938 Penalty: 3345.637207
	Iteration 42Q: 3 clusters Score -95472.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95475.453125 Penalty: 3345.637207
	Iteration 43Q: 3 clusters Score -95475.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95479.375000 Penalty: 3345.637207
	Iteration 44Q: 3 clusters Score -95479.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95480.398438 Penalty: 3345.637207
	Iteration 45Q: 3 clusters Score -95480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95481.859375 Penalty: 3345.637207
	Iteration 46Q: 3 clusters Score -95481.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95484.820312 Penalty: 3345.637207
	Iteration 47Q: 3 clusters Score -95484.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95492.750000 Penalty: 3345.637207
	Iteration 48Q: 3 clusters Score -95492.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95502.539062 Penalty: 3345.637207
	Iteration 49Q: 3 clusters Score -95502.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95544.226562 Penalty: 3345.637207
	Iteration 50Q: 3 clusters Score -95544.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95593.132812 Penalty: 3345.637207
	Iteration 51Q: 3 clusters Score -95593.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95603.937500 Penalty: 3345.637207
	Iteration 52Q: 3 clusters Score -95603.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95609.906250 Penalty: 3345.637207
	Iteration 53Q: 3 clusters Score -95609.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95616.718750 Penalty: 3345.637207
	Iteration 54Q: 3 clusters Score -95616.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95619.343750 Penalty: 3345.637207
	Iteration 55Q: 3 clusters Score -95619.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95619.343750 Penalty: 3345.637207
	Iteration 56F: 3 clusters Score -95619.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Entering Unmasked Estep 
Score: -22723188.000000 Penalty: 2994.270752
	Iteration 0F: 2 clusters Score -2.272319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -22608498.000000 Penalty: 5988.541504
	Iteration 0F: 3 clusters Score -2.26085e+07 nChanged 83898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -22657258.000000 Penalty: 5988.541504
	Iteration 1F: 3 clusters Score -2.265726e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -22658526.000000 Penalty: 5988.541504
	Iteration 2Q: 3 clusters Score -2.265853e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -22659998.000000 Penalty: 5988.541504
	Iteration 3Q: 3 clusters Score -2.266e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -22662400.000000 Penalty: 5988.541504
	Iteration 4Q: 3 clusters Score -2.26624e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -22666464.000000 Penalty: 5988.541504
	Iteration 5F: 3 clusters Score -2.266646e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -22673506.000000 Penalty: 5988.541504
	Iteration 6F: 3 clusters Score -2.267351e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -22684206.000000 Penalty: 5988.541504
	Iteration 7F: 3 clusters Score -2.268421e+07 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -22697292.000000 Penalty: 5988.541504
	Iteration 8F: 3 clusters Score -2.269729e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -22708722.000000 Penalty: 5988.541504
	Iteration 9F: 3 clusters Score -2.270872e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -22715852.000000 Penalty: 5988.541504
	Iteration 10Q: 3 clusters Score -2.271585e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -22718702.000000 Penalty: 5988.541504
	Iteration 11Q: 3 clusters Score -2.27187e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -22719798.000000 Penalty: 5988.541504
	Iteration 12Q: 3 clusters Score -2.27198e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 173747 members 
Entering Unmasked Estep 
Score: -22720244.000000 Penalty: 5988.541504
	Iteration 13Q: 3 clusters Score -2.272024e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -22720476.000000 Penalty: 5988.541504
	Iteration 14Q: 3 clusters Score -2.272048e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
Score: -22720584.000000 Penalty: 5988.541504
	Iteration 15Q: 3 clusters Score -2.272058e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 174076 members 
Entering Unmasked Estep 
Score: -22720660.000000 Penalty: 5988.541504
	Iteration 16Q: 3 clusters Score -2.272066e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -22720698.000000 Penalty: 5988.541504
	Iteration 17Q: 3 clusters Score -2.27207e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 174122 members 
Entering Unmasked Estep 
Score: -22720714.000000 Penalty: 5988.541504
	Iteration 18Q: 3 clusters Score -2.272071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -22720724.000000 Penalty: 5988.541504
	Iteration 19Q: 3 clusters Score -2.272072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -22720764.000000 Penalty: 5988.541504
	Iteration 20F: 3 clusters Score -2.272076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -22720776.000000 Penalty: 5988.541504
	Iteration 21Q: 3 clusters Score -2.272078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 174163 members 
Entering Unmasked Estep 
Score: -22720824.000000 Penalty: 5988.541504
	Iteration 22Q: 3 clusters Score -2.272082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -22720838.000000 Penalty: 5988.541504
	Iteration 23Q: 3 clusters Score -2.272084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -22720856.000000 Penalty: 5988.541504
	Iteration 24Q: 3 clusters Score -2.272086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -22720836.000000 Penalty: 5988.541504
	Iteration 25Q: 3 clusters Score -2.272084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -22720824.000000 Penalty: 5988.541504
	Iteration 26Q: 3 clusters Score -2.272082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -22720852.000000 Penalty: 5988.541504
	Iteration 27Q: 3 clusters Score -2.272085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -22720864.000000 Penalty: 5988.541504
	Iteration 28Q: 3 clusters Score -2.272086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 174154 members 
Entering Unmasked Estep 
Score: -22720870.000000 Penalty: 5988.541504
	Iteration 29Q: 3 clusters Score -2.272087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22720880.000000 Penalty: 5988.541504
	Iteration 30Q: 3 clusters Score -2.272088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 174150 members 
Entering Unmasked Estep 
Score: -22720906.000000 Penalty: 5988.541504
	Iteration 31Q: 3 clusters Score -2.272091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 5988.541504
	Iteration 32Q: 3 clusters Score -2.272091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 5988.541504
	Iteration 33Q: 3 clusters Score -2.272092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 5988.541504
	Iteration 34Q: 3 clusters Score -2.272092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -22720904.000000 Penalty: 5988.541504
	Iteration 35Q: 3 clusters Score -2.27209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 5988.541504
	Iteration 36Q: 3 clusters Score -2.272091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -22720910.000000 Penalty: 5988.541504
	Iteration 37Q: 3 clusters Score -2.272091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -22720918.000000 Penalty: 5988.541504
	Iteration 38Q: 3 clusters Score -2.272092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 5988.541504
	Iteration 39Q: 3 clusters Score -2.272091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -22720908.000000 Penalty: 5988.541504
	Iteration 40F: 3 clusters Score -2.272091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -22720914.000000 Penalty: 5988.541504
	Iteration 41Q: 3 clusters Score -2.272091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -22720914.000000 Penalty: 5988.541504
	Iteration 42Q: 3 clusters Score -2.272091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -22720914.000000 Penalty: 5988.541504
	Iteration 43F: 3 clusters Score -2.272091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -424651.500000 Penalty: 2008.388062
	Iteration 0F: 2 clusters Score -424651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -421157.000000 Penalty: 4016.776123
	Iteration 0F: 3 clusters Score -421157 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -421872.281250 Penalty: 4016.776123
	Iteration 1F: 3 clusters Score -421872.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -421989.250000 Penalty: 4016.776123
	Iteration 2F: 3 clusters Score -421989.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -422057.562500 Penalty: 4016.776123
	Iteration 3Q: 3 clusters Score -422057.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -422096.031250 Penalty: 4016.776123
	Iteration 4Q: 3 clusters Score -422096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -422119.906250 Penalty: 4016.776123
	Iteration 5Q: 3 clusters Score -422119.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -422138.625000 Penalty: 4016.776123
	Iteration 6Q: 3 clusters Score -422138.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -422156.875000 Penalty: 4016.776123
	Iteration 7Q: 3 clusters Score -422156.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -422174.093750 Penalty: 4016.776123
	Iteration 8Q: 3 clusters Score -422174.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -422189.218750 Penalty: 4016.776123
	Iteration 9Q: 3 clusters Score -422189.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -422203.812500 Penalty: 4016.776123
	Iteration 10Q: 3 clusters Score -422203.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -422218.562500 Penalty: 4016.776123
	Iteration 11Q: 3 clusters Score -422218.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -422233.656250 Penalty: 4016.776123
	Iteration 12Q: 3 clusters Score -422233.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -422245.531250 Penalty: 4016.776123
	Iteration 13Q: 3 clusters Score -422245.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -422257.000000 Penalty: 4016.776123
	Iteration 14Q: 3 clusters Score -422257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -422269.593750 Penalty: 4016.776123
	Iteration 15Q: 3 clusters Score -422269.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -422281.937500 Penalty: 4016.776123
	Iteration 16Q: 3 clusters Score -422281.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -422292.250000 Penalty: 4016.776123
	Iteration 17Q: 3 clusters Score -422292.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -422305.500000 Penalty: 4016.776123
	Iteration 18Q: 3 clusters Score -422305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422319.062500 Penalty: 4016.776123
	Iteration 19Q: 3 clusters Score -422319.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -422333.437500 Penalty: 4016.776123
	Iteration 20F: 3 clusters Score -422333.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -422349.531250 Penalty: 4016.776123
	Iteration 21Q: 3 clusters Score -422349.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -422365.281250 Penalty: 4016.776123
	Iteration 22Q: 3 clusters Score -422365.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -422377.750000 Penalty: 4016.776123
	Iteration 23Q: 3 clusters Score -422377.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -422390.250000 Penalty: 4016.776123
	Iteration 24Q: 3 clusters Score -422390.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -422402.218750 Penalty: 4016.776123
	Iteration 25Q: 3 clusters Score -422402.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422410.937500 Penalty: 4016.776123
	Iteration 26Q: 3 clusters Score -422410.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -422421.343750 Penalty: 4016.776123
	Iteration 27Q: 3 clusters Score -422421.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -422428.187500 Penalty: 4016.776123
	Iteration 28Q: 3 clusters Score -422428.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -422438.812500 Penalty: 4016.776123
	Iteration 29Q: 3 clusters Score -422438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -422447.687500 Penalty: 4016.776123
	Iteration 30Q: 3 clusters Score -422447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -422452.093750 Penalty: 4016.776123
	Iteration 31Q: 3 clusters Score -422452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -422455.125000 Penalty: 4016.776123
	Iteration 32Q: 3 clusters Score -422455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -422459.437500 Penalty: 4016.776123
	Iteration 33Q: 3 clusters Score -422459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -422463.718750 Penalty: 4016.776123
	Iteration 34Q: 3 clusters Score -422463.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -422468.875000 Penalty: 4016.776123
	Iteration 35Q: 3 clusters Score -422468.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -422470.593750 Penalty: 4016.776123
	Iteration 36Q: 3 clusters Score -422470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -422474.781250 Penalty: 4016.776123
	Iteration 37Q: 3 clusters Score -422474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -422478.281250 Penalty: 4016.776123
	Iteration 38Q: 3 clusters Score -422478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -422481.500000 Penalty: 4016.776123
	Iteration 39Q: 3 clusters Score -422481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -422484.093750 Penalty: 4016.776123
	Iteration 40F: 3 clusters Score -422484.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -422491.093750 Penalty: 4016.776123
	Iteration 41Q: 3 clusters Score -422491.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -422497.468750 Penalty: 4016.776123
	Iteration 42Q: 3 clusters Score -422497.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -422503.531250 Penalty: 4016.776123
	Iteration 43Q: 3 clusters Score -422503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -422508.406250 Penalty: 4016.776123
	Iteration 44Q: 3 clusters Score -422508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -422514.062500 Penalty: 4016.776123
	Iteration 45Q: 3 clusters Score -422514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -422518.718750 Penalty: 4016.776123
	Iteration 46Q: 3 clusters Score -422518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -422523.250000 Penalty: 4016.776123
	Iteration 47Q: 3 clusters Score -422523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -422526.406250 Penalty: 4016.776123
	Iteration 48Q: 3 clusters Score -422526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -422531.625000 Penalty: 4016.776123
	Iteration 49Q: 3 clusters Score -422531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -422537.843750 Penalty: 4016.776123
	Iteration 50Q: 3 clusters Score -422537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -422545.656250 Penalty: 4016.776123
	Iteration 51Q: 3 clusters Score -422545.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -422549.781250 Penalty: 4016.776123
	Iteration 52Q: 3 clusters Score -422549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -422555.437500 Penalty: 4016.776123
	Iteration 53Q: 3 clusters Score -422555.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -422562.812500 Penalty: 4016.776123
	Iteration 54Q: 3 clusters Score -422562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -422569.812500 Penalty: 4016.776123
	Iteration 55Q: 3 clusters Score -422569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -422578.093750 Penalty: 4016.776123
	Iteration 56Q: 3 clusters Score -422578.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -422582.687500 Penalty: 4016.776123
	Iteration 57Q: 3 clusters Score -422582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -422590.250000 Penalty: 4016.776123
	Iteration 58Q: 3 clusters Score -422590.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -422601.625000 Penalty: 4016.776123
	Iteration 59Q: 3 clusters Score -422601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -422614.031250 Penalty: 4016.776123
	Iteration 60F: 3 clusters Score -422614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -422625.937500 Penalty: 4016.776123
	Iteration 61Q: 3 clusters Score -422625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -422636.468750 Penalty: 4016.776123
	Iteration 62Q: 3 clusters Score -422636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -422644.562500 Penalty: 4016.776123
	Iteration 63Q: 3 clusters Score -422644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -422653.718750 Penalty: 4016.776123
	Iteration 64Q: 3 clusters Score -422653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -422662.000000 Penalty: 4016.776123
	Iteration 65Q: 3 clusters Score -422662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -422668.343750 Penalty: 4016.776123
	Iteration 66Q: 3 clusters Score -422668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -422676.468750 Penalty: 4016.776123
	Iteration 67Q: 3 clusters Score -422676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -422682.937500 Penalty: 4016.776123
	Iteration 68Q: 3 clusters Score -422682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -422691.281250 Penalty: 4016.776123
	Iteration 69Q: 3 clusters Score -422691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -422703.343750 Penalty: 4016.776123
	Iteration 70Q: 3 clusters Score -422703.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -422710.406250 Penalty: 4016.776123
	Iteration 71Q: 3 clusters Score -422710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -422715.531250 Penalty: 4016.776123
	Iteration 72Q: 3 clusters Score -422715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -422721.218750 Penalty: 4016.776123
	Iteration 73Q: 3 clusters Score -422721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -422724.562500 Penalty: 4016.776123
	Iteration 74Q: 3 clusters Score -422724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -422728.937500 Penalty: 4016.776123
	Iteration 75Q: 3 clusters Score -422728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -422734.781250 Penalty: 4016.776123
	Iteration 76Q: 3 clusters Score -422734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -422737.875000 Penalty: 4016.776123
	Iteration 77Q: 3 clusters Score -422737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -422738.937500 Penalty: 4016.776123
	Iteration 78Q: 3 clusters Score -422738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -422741.406250 Penalty: 4016.776123
	Iteration 79Q: 3 clusters Score -422741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -422742.125000 Penalty: 4016.776123
	Iteration 80F: 3 clusters Score -422742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -422744.031250 Penalty: 4016.776123
	Iteration 81Q: 3 clusters Score -422744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -422744.125000 Penalty: 4016.776123
	Iteration 82Q: 3 clusters Score -422744.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -422744.125000 Penalty: 4016.776123
	Iteration 83F: 3 clusters Score -422744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Entering Unmasked Estep 
Score: -9423784.000000 Penalty: 2783.048828
	Iteration 0F: 2 clusters Score -9423784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -9373649.000000 Penalty: 5566.097656
	Iteration 0F: 3 clusters Score -9373649 nChanged 35086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -9393205.000000 Penalty: 5566.097656
	Iteration 1F: 3 clusters Score -9393205 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9393880.000000 Penalty: 5566.097656
	Iteration 2Q: 3 clusters Score -9393880 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9394448.000000 Penalty: 5566.097656
	Iteration 3Q: 3 clusters Score -9394448 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -9395273.000000 Penalty: 5566.097656
	Iteration 4Q: 3 clusters Score -9395273 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -9396467.000000 Penalty: 5566.097656
	Iteration 5Q: 3 clusters Score -9396467 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -9398312.000000 Penalty: 5566.097656
	Iteration 6Q: 3 clusters Score -9398312 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -9401492.000000 Penalty: 5566.097656
	Iteration 7F: 3 clusters Score -9401492 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -9406316.000000 Penalty: 5566.097656
	Iteration 8F: 3 clusters Score -9406316 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -9411982.000000 Penalty: 5566.097656
	Iteration 9F: 3 clusters Score -9411982 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -9416500.000000 Penalty: 5566.097656
	Iteration 10F: 3 clusters Score -9416500 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9418985.000000 Penalty: 5566.097656
	Iteration 11Q: 3 clusters Score -9418985 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -9420140.000000 Penalty: 5566.097656
	Iteration 12Q: 3 clusters Score -9420140 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -9420665.000000 Penalty: 5566.097656
	Iteration 13Q: 3 clusters Score -9420665 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -9420950.000000 Penalty: 5566.097656
	Iteration 14Q: 3 clusters Score -9420950 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -9421120.000000 Penalty: 5566.097656
	Iteration 15Q: 3 clusters Score -9421120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -9421202.000000 Penalty: 5566.097656
	Iteration 16Q: 3 clusters Score -9421202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -9421274.000000 Penalty: 5566.097656
	Iteration 17Q: 3 clusters Score -9421274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9421302.000000 Penalty: 5566.097656
	Iteration 18Q: 3 clusters Score -9421302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -9421329.000000 Penalty: 5566.097656
	Iteration 19Q: 3 clusters Score -9421329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -9421336.000000 Penalty: 5566.097656
	Iteration 20F: 3 clusters Score -9421336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -9421349.000000 Penalty: 5566.097656
	Iteration 21Q: 3 clusters Score -9421349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -9421369.000000 Penalty: 5566.097656
	Iteration 22Q: 3 clusters Score -9421369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -9421371.000000 Penalty: 5566.097656
	Iteration 23Q: 3 clusters Score -9421371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -9421384.000000 Penalty: 5566.097656
	Iteration 24Q: 3 clusters Score -9421384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -9421397.000000 Penalty: 5566.097656
	Iteration 25Q: 3 clusters Score -9421397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -9421408.000000 Penalty: 5566.097656
	Iteration 26Q: 3 clusters Score -9421408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -9421407.000000 Penalty: 5566.097656
	Iteration 27Q: 3 clusters Score -9421407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -9421410.000000 Penalty: 5566.097656
	Iteration 28Q: 3 clusters Score -9421410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -9421413.000000 Penalty: 5566.097656
	Iteration 29Q: 3 clusters Score -9421413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -9421413.000000 Penalty: 5566.097656
	Iteration 30F: 3 clusters Score -9421413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1439713.125000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1439713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1431165.500000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1431166 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1433651.250000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1433651 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1433923.250000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1433923 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1434128.750000 Penalty: 4633.014160
	Iteration 3Q: 3 clusters Score -1434129 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1434310.750000 Penalty: 4633.014160
	Iteration 4Q: 3 clusters Score -1434311 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1434473.000000 Penalty: 4633.014160
	Iteration 5Q: 3 clusters Score -1434473 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1434643.375000 Penalty: 4633.014160
	Iteration 6Q: 3 clusters Score -1434643 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1434826.875000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1434827 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1435039.750000 Penalty: 4633.014160
	Iteration 8Q: 3 clusters Score -1435040 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1435317.000000 Penalty: 4633.014160
	Iteration 9Q: 3 clusters Score -1435317 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1435625.750000 Penalty: 4633.014160
	Iteration 10Q: 3 clusters Score -1435626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1435955.000000 Penalty: 4633.014160
	Iteration 11Q: 3 clusters Score -1435955 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1436292.500000 Penalty: 4633.014160
	Iteration 12Q: 3 clusters Score -1436292 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1436603.500000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1436604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1436832.000000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1436832 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1437020.000000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1437020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1437173.250000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1437173 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1437296.250000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1437296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1437390.625000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1437391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1437473.000000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1437473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1437531.125000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1437531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1437589.625000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1437590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1437623.375000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1437623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1437645.250000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1437645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1437669.250000 Penalty: 4633.014160
	Iteration 24Q: 3 clusters Score -1437669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1437694.250000 Penalty: 4633.014160
	Iteration 25Q: 3 clusters Score -1437694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1437713.625000 Penalty: 4633.014160
	Iteration 26Q: 3 clusters Score -1437714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1437738.625000 Penalty: 4633.014160
	Iteration 27Q: 3 clusters Score -1437739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1437752.125000 Penalty: 4633.014160
	Iteration 28Q: 3 clusters Score -1437752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1437762.750000 Penalty: 4633.014160
	Iteration 29Q: 3 clusters Score -1437763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1437775.000000 Penalty: 4633.014160
	Iteration 30Q: 3 clusters Score -1437775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1437777.625000 Penalty: 4633.014160
	Iteration 31Q: 3 clusters Score -1437778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1437776.500000 Penalty: 4633.014160
	Iteration 32Q: 3 clusters Score -1437776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1437778.875000 Penalty: 4633.014160
	Iteration 33Q: 3 clusters Score -1437779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1437781.000000 Penalty: 4633.014160
	Iteration 34Q: 3 clusters Score -1437781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1437789.000000 Penalty: 4633.014160
	Iteration 35Q: 3 clusters Score -1437789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1437791.875000 Penalty: 4633.014160
	Iteration 36Q: 3 clusters Score -1437792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1437795.000000 Penalty: 4633.014160
	Iteration 37Q: 3 clusters Score -1437795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1437793.500000 Penalty: 4633.014160
	Iteration 38Q: 3 clusters Score -1437794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1437793.500000 Penalty: 4633.014160
	Iteration 39F: 3 clusters Score -1437794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -40632.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -40632.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39302.097656 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -39302.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39489.496094 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -39489.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39548.132812 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -39548.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39555.500000 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -39555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39561.613281 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -39561.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39581.859375 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -39581.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39591.710938 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -39591.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39605.781250 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -39605.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39618.703125 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -39618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39624.718750 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -39624.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39629.621094 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -39629.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39629.621094 Penalty: 2912.570557
	Iteration 11F: 3 clusters Score -39629.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (196845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196845 members 
Entering Unmasked Estep 
Score: -25427292.000000 Penalty: 3023.162598
	Iteration 0F: 2 clusters Score -2.542729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -25300910.000000 Penalty: 6046.325195
	Iteration 0F: 3 clusters Score -2.530091e+07 nChanged 94646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -25355826.000000 Penalty: 6046.325195
	Iteration 1F: 3 clusters Score -2.535583e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -25357046.000000 Penalty: 6046.325195
	Iteration 2Q: 3 clusters Score -2.535705e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -25359100.000000 Penalty: 6046.325195
	Iteration 3Q: 3 clusters Score -2.53591e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -25362626.000000 Penalty: 6046.325195
	Iteration 4Q: 3 clusters Score -2.536263e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -25369160.000000 Penalty: 6046.325195
	Iteration 5F: 3 clusters Score -2.536916e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -25379610.000000 Penalty: 6046.325195
	Iteration 6F: 3 clusters Score -2.537961e+07 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -25393088.000000 Penalty: 6046.325195
	Iteration 7F: 3 clusters Score -2.539309e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -25406010.000000 Penalty: 6046.325195
	Iteration 8F: 3 clusters Score -2.540601e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -25414184.000000 Penalty: 6046.325195
	Iteration 9Q: 3 clusters Score -2.541418e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -25417752.000000 Penalty: 6046.325195
	Iteration 10Q: 3 clusters Score -2.541775e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -25419758.000000 Penalty: 6046.325195
	Iteration 11Q: 3 clusters Score -2.541976e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -25421544.000000 Penalty: 6046.325195
	Iteration 12Q: 3 clusters Score -2.542154e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167364 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -25422922.000000 Penalty: 6046.325195
	Iteration 13Q: 3 clusters Score -2.542292e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -25423906.000000 Penalty: 6046.325195
	Iteration 14Q: 3 clusters Score -2.542391e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -25424844.000000 Penalty: 6046.325195
	Iteration 15Q: 3 clusters Score -2.542484e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173031 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -25425274.000000 Penalty: 6046.325195
	Iteration 16Q: 3 clusters Score -2.542527e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175036 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -25425758.000000 Penalty: 6046.325195
	Iteration 17Q: 3 clusters Score -2.542576e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -25426040.000000 Penalty: 6046.325195
	Iteration 18Q: 3 clusters Score -2.542604e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -25426206.000000 Penalty: 6046.325195
	Iteration 19Q: 3 clusters Score -2.542621e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -25426394.000000 Penalty: 6046.325195
	Iteration 20F: 3 clusters Score -2.542639e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -25426354.000000 Penalty: 6046.325195
	Iteration 21Q: 3 clusters Score -2.542635e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -25426358.000000 Penalty: 6046.325195
	Iteration 22Q: 3 clusters Score -2.542636e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186059 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -25426410.000000 Penalty: 6046.325195
	Iteration 23Q: 3 clusters Score -2.542641e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187417 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -25426336.000000 Penalty: 6046.325195
	Iteration 24Q: 3 clusters Score -2.542634e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -25426278.000000 Penalty: 6046.325195
	Iteration 25Q: 3 clusters Score -2.542628e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189647 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -25426190.000000 Penalty: 6046.325195
	Iteration 26Q: 3 clusters Score -2.542619e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -25426168.000000 Penalty: 6046.325195
	Iteration 27Q: 3 clusters Score -2.542617e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191278 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -25426056.000000 Penalty: 6046.325195
	Iteration 28Q: 3 clusters Score -2.542606e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -25425940.000000 Penalty: 6046.325195
	Iteration 29Q: 3 clusters Score -2.542594e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192540 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -25425846.000000 Penalty: 6046.325195
	Iteration 30Q: 3 clusters Score -2.542585e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192992 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -25425840.000000 Penalty: 6046.325195
	Iteration 31Q: 3 clusters Score -2.542584e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -25425712.000000 Penalty: 6046.325195
	Iteration 32Q: 3 clusters Score -2.542571e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25425616.000000 Penalty: 6046.325195
	Iteration 33Q: 3 clusters Score -2.542562e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -25425584.000000 Penalty: 6046.325195
	Iteration 34Q: 3 clusters Score -2.542558e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194188 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -25425548.000000 Penalty: 6046.325195
	Iteration 35Q: 3 clusters Score -2.542555e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194390 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -25425502.000000 Penalty: 6046.325195
	Iteration 36Q: 3 clusters Score -2.54255e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194559 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -25425458.000000 Penalty: 6046.325195
	Iteration 37Q: 3 clusters Score -2.542546e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194701 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -25425436.000000 Penalty: 6046.325195
	Iteration 38Q: 3 clusters Score -2.542544e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194820 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25425412.000000 Penalty: 6046.325195
	Iteration 39Q: 3 clusters Score -2.542541e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25425394.000000 Penalty: 6046.325195
	Iteration 40F: 3 clusters Score -2.542539e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195035 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -25425388.000000 Penalty: 6046.325195
	Iteration 41Q: 3 clusters Score -2.542539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195123 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -25425400.000000 Penalty: 6046.325195
	Iteration 42Q: 3 clusters Score -2.54254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -25425344.000000 Penalty: 6046.325195
	Iteration 43Q: 3 clusters Score -2.542534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25425352.000000 Penalty: 6046.325195
	Iteration 44Q: 3 clusters Score -2.542535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195311 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25425340.000000 Penalty: 6046.325195
	Iteration 45Q: 3 clusters Score -2.542534e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -25425334.000000 Penalty: 6046.325195
	Iteration 46Q: 3 clusters Score -2.542533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -25425332.000000 Penalty: 6046.325195
	Iteration 47Q: 3 clusters Score -2.542533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25425322.000000 Penalty: 6046.325195
	Iteration 48Q: 3 clusters Score -2.542532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195444 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -25425310.000000 Penalty: 6046.325195
	Iteration 49Q: 3 clusters Score -2.542531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195467 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -25425314.000000 Penalty: 6046.325195
	Iteration 50Q: 3 clusters Score -2.542531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195491 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -25425290.000000 Penalty: 6046.325195
	Iteration 51Q: 3 clusters Score -2.542529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195507 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -25425344.000000 Penalty: 6046.325195
	Iteration 52Q: 3 clusters Score -2.542534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195524 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -25425330.000000 Penalty: 6046.325195
	Iteration 53Q: 3 clusters Score -2.542533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195545 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -25425306.000000 Penalty: 6046.325195
	Iteration 54Q: 3 clusters Score -2.542531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195563 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -25425322.000000 Penalty: 6046.325195
	Iteration 55Q: 3 clusters Score -2.542532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195578 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -25425302.000000 Penalty: 6046.325195
	Iteration 56Q: 3 clusters Score -2.54253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -25425284.000000 Penalty: 6046.325195
	Iteration 57Q: 3 clusters Score -2.542528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195601 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -25425280.000000 Penalty: 6046.325195
	Iteration 58Q: 3 clusters Score -2.542528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195616 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -25425280.000000 Penalty: 6046.325195
	Iteration 59Q: 3 clusters Score -2.542528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195632 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -25425272.000000 Penalty: 6046.325195
	Iteration 60F: 3 clusters Score -2.542527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195653 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -25425294.000000 Penalty: 6046.325195
	Iteration 61Q: 3 clusters Score -2.542529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195671 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -25425238.000000 Penalty: 6046.325195
	Iteration 62Q: 3 clusters Score -2.542524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195691 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -25425254.000000 Penalty: 6046.325195
	Iteration 63Q: 3 clusters Score -2.542525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195703 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -25425238.000000 Penalty: 6046.325195
	Iteration 64Q: 3 clusters Score -2.542524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195717 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -25425244.000000 Penalty: 6046.325195
	Iteration 65Q: 3 clusters Score -2.542524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195733 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -25425252.000000 Penalty: 6046.325195
	Iteration 66Q: 3 clusters Score -2.542525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195746 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25425238.000000 Penalty: 6046.325195
	Iteration 67Q: 3 clusters Score -2.542524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195756 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -25425258.000000 Penalty: 6046.325195
	Iteration 68Q: 3 clusters Score -2.542526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25425252.000000 Penalty: 6046.325195
	Iteration 69Q: 3 clusters Score -2.542525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195776 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -25425266.000000 Penalty: 6046.325195
	Iteration 70Q: 3 clusters Score -2.542527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195784 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25425268.000000 Penalty: 6046.325195
	Iteration 71Q: 3 clusters Score -2.542527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195791 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -25425256.000000 Penalty: 6046.325195
	Iteration 72Q: 3 clusters Score -2.542526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195797 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -25425250.000000 Penalty: 6046.325195
	Iteration 73Q: 3 clusters Score -2.542525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195804 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -25425252.000000 Penalty: 6046.325195
	Iteration 74Q: 3 clusters Score -2.542525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195808 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -25425266.000000 Penalty: 6046.325195
	Iteration 75Q: 3 clusters Score -2.542527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195812 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -25425268.000000 Penalty: 6046.325195
	Iteration 76Q: 3 clusters Score -2.542527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195816 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -25425226.000000 Penalty: 6046.325195
	Iteration 77Q: 3 clusters Score -2.542523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195823 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -25425210.000000 Penalty: 6046.325195
	Iteration 78Q: 3 clusters Score -2.542521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -25425234.000000 Penalty: 6046.325195
	Iteration 79Q: 3 clusters Score -2.542523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -25425236.000000 Penalty: 6046.325195
	Iteration 80F: 3 clusters Score -2.542524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -25425222.000000 Penalty: 6046.325195
	Iteration 81Q: 3 clusters Score -2.542522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25425220.000000 Penalty: 6046.325195
	Iteration 82Q: 3 clusters Score -2.542522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195843 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -25425230.000000 Penalty: 6046.325195
	Iteration 83Q: 3 clusters Score -2.542523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195847 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -25425206.000000 Penalty: 6046.325195
	Iteration 84Q: 3 clusters Score -2.542521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -25425210.000000 Penalty: 6046.325195
	Iteration 85Q: 3 clusters Score -2.542521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195860 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25425232.000000 Penalty: 6046.325195
	Iteration 86Q: 3 clusters Score -2.542523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195863 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25425224.000000 Penalty: 6046.325195
	Iteration 87Q: 3 clusters Score -2.542522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -25425234.000000 Penalty: 6046.325195
	Iteration 88Q: 3 clusters Score -2.542523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -25425232.000000 Penalty: 6046.325195
	Iteration 89Q: 3 clusters Score -2.542523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195868 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25425234.000000 Penalty: 6046.325195
	Iteration 90Q: 3 clusters Score -2.542523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195868 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25425234.000000 Penalty: 6046.325195
	Iteration 91F: 3 clusters Score -2.542523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Entering Unmasked Estep 
Score: -23627968.000000 Penalty: 3004.613281
	Iteration 0F: 2 clusters Score -2.362797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -23509088.000000 Penalty: 6009.226562
	Iteration 0F: 3 clusters Score -2.350909e+07 nChanged 87589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -23559702.000000 Penalty: 6009.226562
	Iteration 1F: 3 clusters Score -2.35597e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -23560514.000000 Penalty: 6009.226562
	Iteration 2Q: 3 clusters Score -2.356051e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -23561458.000000 Penalty: 6009.226562
	Iteration 3Q: 3 clusters Score -2.356146e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -23562602.000000 Penalty: 6009.226562
	Iteration 4Q: 3 clusters Score -2.35626e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -23564152.000000 Penalty: 6009.226562
	Iteration 5Q: 3 clusters Score -2.356415e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -23566046.000000 Penalty: 6009.226562
	Iteration 6Q: 3 clusters Score -2.356605e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -23568932.000000 Penalty: 6009.226562
	Iteration 7Q: 3 clusters Score -2.356893e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -23573278.000000 Penalty: 6009.226562
	Iteration 8Q: 3 clusters Score -2.357328e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -23579244.000000 Penalty: 6009.226562
	Iteration 9F: 3 clusters Score -2.357924e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -23587232.000000 Penalty: 6009.226562
	Iteration 10F: 3 clusters Score -2.358723e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109086 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -23595558.000000 Penalty: 6009.226562
	Iteration 11F: 3 clusters Score -2.359556e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -23600666.000000 Penalty: 6009.226562
	Iteration 12F: 3 clusters Score -2.360067e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -23602736.000000 Penalty: 6009.226562
	Iteration 13Q: 3 clusters Score -2.360274e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -23603472.000000 Penalty: 6009.226562
	Iteration 14Q: 3 clusters Score -2.360347e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -23603968.000000 Penalty: 6009.226562
	Iteration 15Q: 3 clusters Score -2.360397e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -23604224.000000 Penalty: 6009.226562
	Iteration 16Q: 3 clusters Score -2.360422e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -23604678.000000 Penalty: 6009.226562
	Iteration 17Q: 3 clusters Score -2.360468e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -23605092.000000 Penalty: 6009.226562
	Iteration 18Q: 3 clusters Score -2.360509e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -23605662.000000 Penalty: 6009.226562
	Iteration 19Q: 3 clusters Score -2.360566e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122175 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -23606068.000000 Penalty: 6009.226562
	Iteration 20F: 3 clusters Score -2.360607e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -23606622.000000 Penalty: 6009.226562
	Iteration 21Q: 3 clusters Score -2.360662e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -23607284.000000 Penalty: 6009.226562
	Iteration 22Q: 3 clusters Score -2.360728e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -23608122.000000 Penalty: 6009.226562
	Iteration 23Q: 3 clusters Score -2.360812e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -23608950.000000 Penalty: 6009.226562
	Iteration 24Q: 3 clusters Score -2.360895e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -23609828.000000 Penalty: 6009.226562
	Iteration 25Q: 3 clusters Score -2.360983e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -23610772.000000 Penalty: 6009.226562
	Iteration 26Q: 3 clusters Score -2.361077e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -23611918.000000 Penalty: 6009.226562
	Iteration 27Q: 3 clusters Score -2.361192e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -23613052.000000 Penalty: 6009.226562
	Iteration 28Q: 3 clusters Score -2.361305e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -23614184.000000 Penalty: 6009.226562
	Iteration 29Q: 3 clusters Score -2.361418e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -23615316.000000 Penalty: 6009.226562
	Iteration 30Q: 3 clusters Score -2.361532e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146229 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -23616234.000000 Penalty: 6009.226562
	Iteration 31Q: 3 clusters Score -2.361623e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -23617238.000000 Penalty: 6009.226562
	Iteration 32Q: 3 clusters Score -2.361724e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150105 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -23618170.000000 Penalty: 6009.226562
	Iteration 33Q: 3 clusters Score -2.361817e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -23619162.000000 Penalty: 6009.226562
	Iteration 34Q: 3 clusters Score -2.361916e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -23619972.000000 Penalty: 6009.226562
	Iteration 35Q: 3 clusters Score -2.361997e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -23620664.000000 Penalty: 6009.226562
	Iteration 36Q: 3 clusters Score -2.362066e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -23621290.000000 Penalty: 6009.226562
	Iteration 37Q: 3 clusters Score -2.362129e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -23621798.000000 Penalty: 6009.226562
	Iteration 38Q: 3 clusters Score -2.36218e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -23622424.000000 Penalty: 6009.226562
	Iteration 39Q: 3 clusters Score -2.362242e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -23622982.000000 Penalty: 6009.226562
	Iteration 40F: 3 clusters Score -2.362298e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -23623384.000000 Penalty: 6009.226562
	Iteration 41Q: 3 clusters Score -2.362338e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -23623768.000000 Penalty: 6009.226562
	Iteration 42Q: 3 clusters Score -2.362377e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -23624070.000000 Penalty: 6009.226562
	Iteration 43Q: 3 clusters Score -2.362407e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -23624508.000000 Penalty: 6009.226562
	Iteration 44Q: 3 clusters Score -2.362451e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -23624896.000000 Penalty: 6009.226562
	Iteration 45Q: 3 clusters Score -2.36249e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -23625172.000000 Penalty: 6009.226562
	Iteration 46Q: 3 clusters Score -2.362517e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -23625504.000000 Penalty: 6009.226562
	Iteration 47Q: 3 clusters Score -2.36255e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -23625686.000000 Penalty: 6009.226562
	Iteration 48Q: 3 clusters Score -2.362569e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -23625712.000000 Penalty: 6009.226562
	Iteration 49Q: 3 clusters Score -2.362571e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -23625860.000000 Penalty: 6009.226562
	Iteration 50Q: 3 clusters Score -2.362586e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -23626072.000000 Penalty: 6009.226562
	Iteration 51Q: 3 clusters Score -2.362607e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173209 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -23626216.000000 Penalty: 6009.226562
	Iteration 52Q: 3 clusters Score -2.362622e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -23626384.000000 Penalty: 6009.226562
	Iteration 53Q: 3 clusters Score -2.362638e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174435 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -23626402.000000 Penalty: 6009.226562
	Iteration 54Q: 3 clusters Score -2.36264e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -23626568.000000 Penalty: 6009.226562
	Iteration 55Q: 3 clusters Score -2.362657e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -23626546.000000 Penalty: 6009.226562
	Iteration 56Q: 3 clusters Score -2.362655e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23626538.000000 Penalty: 6009.226562
	Iteration 57Q: 3 clusters Score -2.362654e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -23626644.000000 Penalty: 6009.226562
	Iteration 58Q: 3 clusters Score -2.362664e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -23626670.000000 Penalty: 6009.226562
	Iteration 59Q: 3 clusters Score -2.362667e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -23626740.000000 Penalty: 6009.226562
	Iteration 60F: 3 clusters Score -2.362674e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177195 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -23626770.000000 Penalty: 6009.226562
	Iteration 61Q: 3 clusters Score -2.362677e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -23626738.000000 Penalty: 6009.226562
	Iteration 62Q: 3 clusters Score -2.362674e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -23626694.000000 Penalty: 6009.226562
	Iteration 63Q: 3 clusters Score -2.362669e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -23626782.000000 Penalty: 6009.226562
	Iteration 64Q: 3 clusters Score -2.362678e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -23626860.000000 Penalty: 6009.226562
	Iteration 65Q: 3 clusters Score -2.362686e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -23626870.000000 Penalty: 6009.226562
	Iteration 66Q: 3 clusters Score -2.362687e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -23626916.000000 Penalty: 6009.226562
	Iteration 67Q: 3 clusters Score -2.362692e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178465 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -23626946.000000 Penalty: 6009.226562
	Iteration 68Q: 3 clusters Score -2.362695e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -23626914.000000 Penalty: 6009.226562
	Iteration 69Q: 3 clusters Score -2.362691e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178664 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -23626938.000000 Penalty: 6009.226562
	Iteration 70Q: 3 clusters Score -2.362694e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -23626948.000000 Penalty: 6009.226562
	Iteration 71Q: 3 clusters Score -2.362695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178838 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -23626938.000000 Penalty: 6009.226562
	Iteration 72Q: 3 clusters Score -2.362694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -23626962.000000 Penalty: 6009.226562
	Iteration 73Q: 3 clusters Score -2.362696e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178965 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -23626930.000000 Penalty: 6009.226562
	Iteration 74Q: 3 clusters Score -2.362693e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -23626924.000000 Penalty: 6009.226562
	Iteration 75Q: 3 clusters Score -2.362692e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -23626948.000000 Penalty: 6009.226562
	Iteration 76Q: 3 clusters Score -2.362695e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179087 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23626936.000000 Penalty: 6009.226562
	Iteration 77Q: 3 clusters Score -2.362694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -23626944.000000 Penalty: 6009.226562
	Iteration 78Q: 3 clusters Score -2.362694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179162 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23626948.000000 Penalty: 6009.226562
	Iteration 79Q: 3 clusters Score -2.362695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23626962.000000 Penalty: 6009.226562
	Iteration 80F: 3 clusters Score -2.362696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179218 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23626992.000000 Penalty: 6009.226562
	Iteration 81Q: 3 clusters Score -2.362699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -23626970.000000 Penalty: 6009.226562
	Iteration 82Q: 3 clusters Score -2.362697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23626984.000000 Penalty: 6009.226562
	Iteration 83Q: 3 clusters Score -2.362698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23626982.000000 Penalty: 6009.226562
	Iteration 84Q: 3 clusters Score -2.362698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23627008.000000 Penalty: 6009.226562
	Iteration 85Q: 3 clusters Score -2.362701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23626988.000000 Penalty: 6009.226562
	Iteration 86Q: 3 clusters Score -2.362699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179333 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -23627028.000000 Penalty: 6009.226562
	Iteration 87Q: 3 clusters Score -2.362703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -23627006.000000 Penalty: 6009.226562
	Iteration 88Q: 3 clusters Score -2.362701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179363 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -23627000.000000 Penalty: 6009.226562
	Iteration 89Q: 3 clusters Score -2.3627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -23627000.000000 Penalty: 6009.226562
	Iteration 90Q: 3 clusters Score -2.3627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179382 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -23627008.000000 Penalty: 6009.226562
	Iteration 91Q: 3 clusters Score -2.362701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -23627012.000000 Penalty: 6009.226562
	Iteration 92Q: 3 clusters Score -2.362701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179393 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -23627022.000000 Penalty: 6009.226562
	Iteration 93Q: 3 clusters Score -2.362702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23627014.000000 Penalty: 6009.226562
	Iteration 94Q: 3 clusters Score -2.362701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -23627022.000000 Penalty: 6009.226562
	Iteration 95Q: 3 clusters Score -2.362702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -23627014.000000 Penalty: 6009.226562
	Iteration 96Q: 3 clusters Score -2.362701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -23626998.000000 Penalty: 6009.226562
	Iteration 97Q: 3 clusters Score -2.3627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179412 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -23627000.000000 Penalty: 6009.226562
	Iteration 98Q: 3 clusters Score -2.3627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23626994.000000 Penalty: 6009.226562
	Iteration 99Q: 3 clusters Score -2.362699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23626994.000000 Penalty: 6009.226562
	Iteration 100F: 3 clusters Score -2.362699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Entering Unmasked Estep 
Score: -25461828.000000 Penalty: 3023.148682
	Iteration 0F: 2 clusters Score -2.546183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -25335014.000000 Penalty: 6046.297363
	Iteration 0F: 3 clusters Score -2.533501e+07 nChanged 94728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -25390656.000000 Penalty: 6046.297363
	Iteration 1F: 3 clusters Score -2.539066e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -25391968.000000 Penalty: 6046.297363
	Iteration 2Q: 3 clusters Score -2.539197e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -25393254.000000 Penalty: 6046.297363
	Iteration 3Q: 3 clusters Score -2.539325e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -25395476.000000 Penalty: 6046.297363
	Iteration 4Q: 3 clusters Score -2.539548e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -25398488.000000 Penalty: 6046.297363
	Iteration 5Q: 3 clusters Score -2.539849e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -25403508.000000 Penalty: 6046.297363
	Iteration 6Q: 3 clusters Score -2.540351e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -25411044.000000 Penalty: 6046.297363
	Iteration 7F: 3 clusters Score -2.541104e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 137456 members 
Entering Unmasked Estep 
Score: -25420976.000000 Penalty: 6046.297363
	Iteration 8F: 3 clusters Score -2.542098e+07 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 146525 members 
Entering Unmasked Estep 
Score: -25431030.000000 Penalty: 6046.297363
	Iteration 9F: 3 clusters Score -2.543103e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -25439088.000000 Penalty: 6046.297363
	Iteration 10F: 3 clusters Score -2.543909e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 158968 members 
Entering Unmasked Estep 
Score: -25444186.000000 Penalty: 6046.297363
	Iteration 11Q: 3 clusters Score -2.544419e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -25446812.000000 Penalty: 6046.297363
	Iteration 12Q: 3 clusters Score -2.544681e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 166861 members 
Entering Unmasked Estep 
Score: -25448700.000000 Penalty: 6046.297363
	Iteration 13Q: 3 clusters Score -2.54487e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -25449996.000000 Penalty: 6046.297363
	Iteration 14Q: 3 clusters Score -2.545e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -25451302.000000 Penalty: 6046.297363
	Iteration 15Q: 3 clusters Score -2.54513e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -25452376.000000 Penalty: 6046.297363
	Iteration 16Q: 3 clusters Score -2.545238e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -25453332.000000 Penalty: 6046.297363
	Iteration 17Q: 3 clusters Score -2.545333e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 181343 members 
Entering Unmasked Estep 
Score: -25454110.000000 Penalty: 6046.297363
	Iteration 18Q: 3 clusters Score -2.545411e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 183459 members 
Entering Unmasked Estep 
Score: -25454906.000000 Penalty: 6046.297363
	Iteration 19Q: 3 clusters Score -2.545491e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 185295 members 
Entering Unmasked Estep 
Score: -25455682.000000 Penalty: 6046.297363
	Iteration 20F: 3 clusters Score -2.545568e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -25456190.000000 Penalty: 6046.297363
	Iteration 21Q: 3 clusters Score -2.545619e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 188294 members 
Entering Unmasked Estep 
Score: -25456796.000000 Penalty: 6046.297363
	Iteration 22Q: 3 clusters Score -2.54568e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -25457178.000000 Penalty: 6046.297363
	Iteration 23Q: 3 clusters Score -2.545718e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 190456 members 
Entering Unmasked Estep 
Score: -25457530.000000 Penalty: 6046.297363
	Iteration 24Q: 3 clusters Score -2.545753e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 191255 members 
Entering Unmasked Estep 
Score: -25457820.000000 Penalty: 6046.297363
	Iteration 25Q: 3 clusters Score -2.545782e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 191931 members 
Entering Unmasked Estep 
Score: -25458062.000000 Penalty: 6046.297363
	Iteration 26Q: 3 clusters Score -2.545806e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 192496 members 
Entering Unmasked Estep 
Score: -25458216.000000 Penalty: 6046.297363
	Iteration 27Q: 3 clusters Score -2.545822e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -25458452.000000 Penalty: 6046.297363
	Iteration 28Q: 3 clusters Score -2.545845e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -25458486.000000 Penalty: 6046.297363
	Iteration 29Q: 3 clusters Score -2.545849e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -25458606.000000 Penalty: 6046.297363
	Iteration 30Q: 3 clusters Score -2.545861e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 193830 members 
Entering Unmasked Estep 
Score: -25458670.000000 Penalty: 6046.297363
	Iteration 31Q: 3 clusters Score -2.545867e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 194026 members 
Entering Unmasked Estep 
Score: -25458728.000000 Penalty: 6046.297363
	Iteration 32Q: 3 clusters Score -2.545873e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 194179 members 
Entering Unmasked Estep 
Score: -25458758.000000 Penalty: 6046.297363
	Iteration 33Q: 3 clusters Score -2.545876e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 194319 members 
Entering Unmasked Estep 
Score: -25458848.000000 Penalty: 6046.297363
	Iteration 34Q: 3 clusters Score -2.545885e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -25458882.000000 Penalty: 6046.297363
	Iteration 35Q: 3 clusters Score -2.545888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -25458942.000000 Penalty: 6046.297363
	Iteration 36Q: 3 clusters Score -2.545894e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 194645 members 
Entering Unmasked Estep 
Score: -25459036.000000 Penalty: 6046.297363
	Iteration 37Q: 3 clusters Score -2.545904e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -25459086.000000 Penalty: 6046.297363
	Iteration 38Q: 3 clusters Score -2.545909e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 194806 members 
Entering Unmasked Estep 
Score: -25459112.000000 Penalty: 6046.297363
	Iteration 39Q: 3 clusters Score -2.545911e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 194871 members 
Entering Unmasked Estep 
Score: -25459164.000000 Penalty: 6046.297363
	Iteration 40F: 3 clusters Score -2.545916e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 194937 members 
Entering Unmasked Estep 
Score: -25459206.000000 Penalty: 6046.297363
	Iteration 41Q: 3 clusters Score -2.545921e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -25459212.000000 Penalty: 6046.297363
	Iteration 42Q: 3 clusters Score -2.545921e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -25459260.000000 Penalty: 6046.297363
	Iteration 43Q: 3 clusters Score -2.545926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -25459274.000000 Penalty: 6046.297363
	Iteration 44Q: 3 clusters Score -2.545927e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -25459284.000000 Penalty: 6046.297363
	Iteration 45Q: 3 clusters Score -2.545928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 195116 members 
Entering Unmasked Estep 
Score: -25459326.000000 Penalty: 6046.297363
	Iteration 46Q: 3 clusters Score -2.545933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 195133 members 
Entering Unmasked Estep 
Score: -25459324.000000 Penalty: 6046.297363
	Iteration 47Q: 3 clusters Score -2.545932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 195145 members 
Entering Unmasked Estep 
Score: -25459332.000000 Penalty: 6046.297363
	Iteration 48Q: 3 clusters Score -2.545933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 195157 members 
Entering Unmasked Estep 
Score: -25459354.000000 Penalty: 6046.297363
	Iteration 49Q: 3 clusters Score -2.545935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 195170 members 
Entering Unmasked Estep 
Score: -25459338.000000 Penalty: 6046.297363
	Iteration 50Q: 3 clusters Score -2.545934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 195188 members 
Entering Unmasked Estep 
Score: -25459354.000000 Penalty: 6046.297363
	Iteration 51Q: 3 clusters Score -2.545935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 195203 members 
Entering Unmasked Estep 
Score: -25459352.000000 Penalty: 6046.297363
	Iteration 52Q: 3 clusters Score -2.545935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 195225 members 
Entering Unmasked Estep 
Score: -25459348.000000 Penalty: 6046.297363
	Iteration 53Q: 3 clusters Score -2.545935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -25459346.000000 Penalty: 6046.297363
	Iteration 54Q: 3 clusters Score -2.545935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 195258 members 
Entering Unmasked Estep 
Score: -25459404.000000 Penalty: 6046.297363
	Iteration 55Q: 3 clusters Score -2.54594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 195272 members 
Entering Unmasked Estep 
Score: -25459390.000000 Penalty: 6046.297363
	Iteration 56Q: 3 clusters Score -2.545939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 195285 members 
Entering Unmasked Estep 
Score: -25459374.000000 Penalty: 6046.297363
	Iteration 57Q: 3 clusters Score -2.545937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 195299 members 
Entering Unmasked Estep 
Score: -25459384.000000 Penalty: 6046.297363
	Iteration 58Q: 3 clusters Score -2.545938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 195313 members 
Entering Unmasked Estep 
Score: -25459388.000000 Penalty: 6046.297363
	Iteration 59Q: 3 clusters Score -2.545939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 195326 members 
Entering Unmasked Estep 
Score: -25459400.000000 Penalty: 6046.297363
	Iteration 60F: 3 clusters Score -2.54594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 195335 members 
Entering Unmasked Estep 
Score: -25459426.000000 Penalty: 6046.297363
	Iteration 61Q: 3 clusters Score -2.545943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 195338 members 
Entering Unmasked Estep 
Score: -25459416.000000 Penalty: 6046.297363
	Iteration 62Q: 3 clusters Score -2.545942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 195343 members 
Entering Unmasked Estep 
Score: -25459426.000000 Penalty: 6046.297363
	Iteration 63Q: 3 clusters Score -2.545943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 195345 members 
Entering Unmasked Estep 
Score: -25459424.000000 Penalty: 6046.297363
	Iteration 64Q: 3 clusters Score -2.545942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 195347 members 
Entering Unmasked Estep 
Score: -25459424.000000 Penalty: 6046.297363
	Iteration 65Q: 3 clusters Score -2.545942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 195351 members 
Entering Unmasked Estep 
Score: -25459416.000000 Penalty: 6046.297363
	Iteration 66Q: 3 clusters Score -2.545942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 195353 members 
Entering Unmasked Estep 
Score: -25459426.000000 Penalty: 6046.297363
	Iteration 67Q: 3 clusters Score -2.545943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 195355 members 
Entering Unmasked Estep 
Score: -25459408.000000 Penalty: 6046.297363
	Iteration 68Q: 3 clusters Score -2.545941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -25459418.000000 Penalty: 6046.297363
	Iteration 69Q: 3 clusters Score -2.545942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 195360 members 
Entering Unmasked Estep 
Score: -25459412.000000 Penalty: 6046.297363
	Iteration 70Q: 3 clusters Score -2.545941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 195361 members 
Entering Unmasked Estep 
Score: -25459410.000000 Penalty: 6046.297363
	Iteration 71Q: 3 clusters Score -2.545941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -25459414.000000 Penalty: 6046.297363
	Iteration 72Q: 3 clusters Score -2.545941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -25459414.000000 Penalty: 6046.297363
	Iteration 73F: 3 clusters Score -2.545941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -42433.316406 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -42433.32 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 177 members 
Entering Unmasked Estep 
Score: -41071.339844 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -41071.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41240.464844 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -41240.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41365.503906 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -41365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41415.250000 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -41415.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41427.203125 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -41427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41437.871094 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -41437.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41437.871094 Penalty: 2919.507568
	Iteration 6F: 3 clusters Score -41437.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -790779.312500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -790779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -785401.250000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -785401.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -786826.500000 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -786826.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -787096.625000 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -787096.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -787270.875000 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -787270.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -787401.687500 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -787401.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -787546.312500 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -787546.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -787656.750000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -787656.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -787751.562500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -787751.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -787842.562500 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -787842.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -787923.562500 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -787923.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -788003.812500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -788003.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -788084.000000 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -788084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -788185.687500 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -788185.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -788302.125000 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -788302.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -788415.937500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -788415.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -788528.937500 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -788528.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -788607.375000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -788607.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -788673.000000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -788673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -788722.187500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -788722.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -788758.875000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -788758.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -788798.437500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -788798.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -788837.562500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -788837.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -788854.375000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -788854.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -788872.312500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -788872.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -788890.687500 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -788890.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -788899.000000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -788899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -788916.312500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -788916.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -788928.875000 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -788928.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -788945.062500 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -788945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -788959.562500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -788959.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -788970.312500 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -788970.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -788983.500000 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -788983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -788999.687500 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -788999.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -789016.812500 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -789016.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -789028.937500 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -789028.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -789047.375000 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -789047.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -789066.125000 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -789066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -789086.125000 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -789086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -789100.000000 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -789100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -789109.812500 Penalty: 4352.596191
	Iteration 39Q: 3 clusters Score -789109.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -789118.875000 Penalty: 4352.596191
	Iteration 40F: 3 clusters Score -789118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -789130.000000 Penalty: 4352.596191
	Iteration 41Q: 3 clusters Score -789130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -789143.562500 Penalty: 4352.596191
	Iteration 42Q: 3 clusters Score -789143.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -789155.875000 Penalty: 4352.596191
	Iteration 43Q: 3 clusters Score -789155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -789167.187500 Penalty: 4352.596191
	Iteration 44Q: 3 clusters Score -789167.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -789177.875000 Penalty: 4352.596191
	Iteration 45Q: 3 clusters Score -789177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -789183.937500 Penalty: 4352.596191
	Iteration 46Q: 3 clusters Score -789183.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -789189.500000 Penalty: 4352.596191
	Iteration 47Q: 3 clusters Score -789189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -789197.062500 Penalty: 4352.596191
	Iteration 48Q: 3 clusters Score -789197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -789201.812500 Penalty: 4352.596191
	Iteration 49Q: 3 clusters Score -789201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -789208.375000 Penalty: 4352.596191
	Iteration 50Q: 3 clusters Score -789208.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -789217.437500 Penalty: 4352.596191
	Iteration 51Q: 3 clusters Score -789217.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -789225.562500 Penalty: 4352.596191
	Iteration 52Q: 3 clusters Score -789225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -789230.375000 Penalty: 4352.596191
	Iteration 53Q: 3 clusters Score -789230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -789239.000000 Penalty: 4352.596191
	Iteration 54Q: 3 clusters Score -789239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -789241.875000 Penalty: 4352.596191
	Iteration 55Q: 3 clusters Score -789241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -789252.125000 Penalty: 4352.596191
	Iteration 56Q: 3 clusters Score -789252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -789259.500000 Penalty: 4352.596191
	Iteration 57Q: 3 clusters Score -789259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -789265.562500 Penalty: 4352.596191
	Iteration 58Q: 3 clusters Score -789265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -789273.437500 Penalty: 4352.596191
	Iteration 59Q: 3 clusters Score -789273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -789279.625000 Penalty: 4352.596191
	Iteration 60F: 3 clusters Score -789279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -789287.625000 Penalty: 4352.596191
	Iteration 61Q: 3 clusters Score -789287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -789296.000000 Penalty: 4352.596191
	Iteration 62Q: 3 clusters Score -789296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -789307.437500 Penalty: 4352.596191
	Iteration 63Q: 3 clusters Score -789307.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -789316.750000 Penalty: 4352.596191
	Iteration 64Q: 3 clusters Score -789316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -789328.187500 Penalty: 4352.596191
	Iteration 65Q: 3 clusters Score -789328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -789340.000000 Penalty: 4352.596191
	Iteration 66Q: 3 clusters Score -789340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -789347.312500 Penalty: 4352.596191
	Iteration 67Q: 3 clusters Score -789347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -789353.312500 Penalty: 4352.596191
	Iteration 68Q: 3 clusters Score -789353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -789356.125000 Penalty: 4352.596191
	Iteration 69Q: 3 clusters Score -789356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -789356.875000 Penalty: 4352.596191
	Iteration 70Q: 3 clusters Score -789356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -789357.187500 Penalty: 4352.596191
	Iteration 71Q: 3 clusters Score -789357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -789363.562500 Penalty: 4352.596191
	Iteration 72Q: 3 clusters Score -789363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -789367.000000 Penalty: 4352.596191
	Iteration 73Q: 3 clusters Score -789367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -789372.125000 Penalty: 4352.596191
	Iteration 74Q: 3 clusters Score -789372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -789376.562500 Penalty: 4352.596191
	Iteration 75Q: 3 clusters Score -789376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -789377.312500 Penalty: 4352.596191
	Iteration 76Q: 3 clusters Score -789377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -789382.000000 Penalty: 4352.596191
	Iteration 77Q: 3 clusters Score -789382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -789386.312500 Penalty: 4352.596191
	Iteration 78Q: 3 clusters Score -789386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -789387.562500 Penalty: 4352.596191
	Iteration 79Q: 3 clusters Score -789387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -789388.562500 Penalty: 4352.596191
	Iteration 80F: 3 clusters Score -789388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -789392.187500 Penalty: 4352.596191
	Iteration 81Q: 3 clusters Score -789392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -789392.875000 Penalty: 4352.596191
	Iteration 82Q: 3 clusters Score -789392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -789393.000000 Penalty: 4352.596191
	Iteration 83Q: 3 clusters Score -789393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -789392.312500 Penalty: 4352.596191
	Iteration 84Q: 3 clusters Score -789392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -789392.312500 Penalty: 4352.596191
	Iteration 85F: 3 clusters Score -789392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Entering Unmasked Estep 
Score: -21620136.000000 Penalty: 2983.056152
	Iteration 0F: 2 clusters Score -2.162014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -21512362.000000 Penalty: 5966.112305
	Iteration 0F: 3 clusters Score -2.151236e+07 nChanged 80504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -21559840.000000 Penalty: 5966.112305
	Iteration 1F: 3 clusters Score -2.155984e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -21561348.000000 Penalty: 5966.112305
	Iteration 2Q: 3 clusters Score -2.156135e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -21563386.000000 Penalty: 5966.112305
	Iteration 3Q: 3 clusters Score -2.156339e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -21566598.000000 Penalty: 5966.112305
	Iteration 4Q: 3 clusters Score -2.15666e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -21571774.000000 Penalty: 5966.112305
	Iteration 5F: 3 clusters Score -2.157177e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -21579090.000000 Penalty: 5966.112305
	Iteration 6F: 3 clusters Score -2.157909e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -21588470.000000 Penalty: 5966.112305
	Iteration 7F: 3 clusters Score -2.158847e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130171 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -21597660.000000 Penalty: 5966.112305
	Iteration 8F: 3 clusters Score -2.159766e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -21604442.000000 Penalty: 5966.112305
	Iteration 9Q: 3 clusters Score -2.160444e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -21608140.000000 Penalty: 5966.112305
	Iteration 10Q: 3 clusters Score -2.160814e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -21610342.000000 Penalty: 5966.112305
	Iteration 11Q: 3 clusters Score -2.161034e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142862 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -21611734.000000 Penalty: 5966.112305
	Iteration 12Q: 3 clusters Score -2.161173e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -21612654.000000 Penalty: 5966.112305
	Iteration 13Q: 3 clusters Score -2.161265e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -21613306.000000 Penalty: 5966.112305
	Iteration 14Q: 3 clusters Score -2.161331e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -21613806.000000 Penalty: 5966.112305
	Iteration 15Q: 3 clusters Score -2.161381e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -21614318.000000 Penalty: 5966.112305
	Iteration 16Q: 3 clusters Score -2.161432e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149797 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -21614644.000000 Penalty: 5966.112305
	Iteration 17Q: 3 clusters Score -2.161464e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -21615014.000000 Penalty: 5966.112305
	Iteration 18Q: 3 clusters Score -2.161501e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -21615282.000000 Penalty: 5966.112305
	Iteration 19Q: 3 clusters Score -2.161528e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -21615574.000000 Penalty: 5966.112305
	Iteration 20F: 3 clusters Score -2.161557e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -21615776.000000 Penalty: 5966.112305
	Iteration 21Q: 3 clusters Score -2.161578e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -21616104.000000 Penalty: 5966.112305
	Iteration 22Q: 3 clusters Score -2.16161e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -21616248.000000 Penalty: 5966.112305
	Iteration 23Q: 3 clusters Score -2.161625e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157020 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -21616410.000000 Penalty: 5966.112305
	Iteration 24Q: 3 clusters Score -2.161641e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -21616550.000000 Penalty: 5966.112305
	Iteration 25Q: 3 clusters Score -2.161655e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -21616686.000000 Penalty: 5966.112305
	Iteration 26Q: 3 clusters Score -2.161669e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -21616840.000000 Penalty: 5966.112305
	Iteration 27Q: 3 clusters Score -2.161684e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -21617024.000000 Penalty: 5966.112305
	Iteration 28Q: 3 clusters Score -2.161702e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -21617154.000000 Penalty: 5966.112305
	Iteration 29Q: 3 clusters Score -2.161715e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -21617258.000000 Penalty: 5966.112305
	Iteration 30Q: 3 clusters Score -2.161726e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -21617346.000000 Penalty: 5966.112305
	Iteration 31Q: 3 clusters Score -2.161735e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -21617430.000000 Penalty: 5966.112305
	Iteration 32Q: 3 clusters Score -2.161743e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -21617480.000000 Penalty: 5966.112305
	Iteration 33Q: 3 clusters Score -2.161748e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162293 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -21617538.000000 Penalty: 5966.112305
	Iteration 34Q: 3 clusters Score -2.161754e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -21617596.000000 Penalty: 5966.112305
	Iteration 35Q: 3 clusters Score -2.16176e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -21617680.000000 Penalty: 5966.112305
	Iteration 36Q: 3 clusters Score -2.161768e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163107 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -21617730.000000 Penalty: 5966.112305
	Iteration 37Q: 3 clusters Score -2.161773e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -21617772.000000 Penalty: 5966.112305
	Iteration 38Q: 3 clusters Score -2.161777e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21617778.000000 Penalty: 5966.112305
	Iteration 39Q: 3 clusters Score -2.161778e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21617796.000000 Penalty: 5966.112305
	Iteration 40F: 3 clusters Score -2.16178e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -21617804.000000 Penalty: 5966.112305
	Iteration 41Q: 3 clusters Score -2.16178e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164053 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21617876.000000 Penalty: 5966.112305
	Iteration 42Q: 3 clusters Score -2.161788e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21617942.000000 Penalty: 5966.112305
	Iteration 43Q: 3 clusters Score -2.161794e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21617998.000000 Penalty: 5966.112305
	Iteration 44Q: 3 clusters Score -2.1618e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -21617982.000000 Penalty: 5966.112305
	Iteration 45Q: 3 clusters Score -2.161798e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21618000.000000 Penalty: 5966.112305
	Iteration 46Q: 3 clusters Score -2.1618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164677 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21618022.000000 Penalty: 5966.112305
	Iteration 47Q: 3 clusters Score -2.161802e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21618006.000000 Penalty: 5966.112305
	Iteration 48Q: 3 clusters Score -2.161801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21618044.000000 Penalty: 5966.112305
	Iteration 49Q: 3 clusters Score -2.161804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164838 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -21618076.000000 Penalty: 5966.112305
	Iteration 50Q: 3 clusters Score -2.161808e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21618066.000000 Penalty: 5966.112305
	Iteration 51Q: 3 clusters Score -2.161807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21618046.000000 Penalty: 5966.112305
	Iteration 52Q: 3 clusters Score -2.161805e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21618072.000000 Penalty: 5966.112305
	Iteration 53Q: 3 clusters Score -2.161807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21618072.000000 Penalty: 5966.112305
	Iteration 54Q: 3 clusters Score -2.161807e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164977 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21618084.000000 Penalty: 5966.112305
	Iteration 55Q: 3 clusters Score -2.161808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -21618082.000000 Penalty: 5966.112305
	Iteration 56Q: 3 clusters Score -2.161808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21618058.000000 Penalty: 5966.112305
	Iteration 57Q: 3 clusters Score -2.161806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21618042.000000 Penalty: 5966.112305
	Iteration 58Q: 3 clusters Score -2.161804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21618042.000000 Penalty: 5966.112305
	Iteration 59Q: 3 clusters Score -2.161804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21618046.000000 Penalty: 5966.112305
	Iteration 60F: 3 clusters Score -2.161805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165054 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21618042.000000 Penalty: 5966.112305
	Iteration 61Q: 3 clusters Score -2.161804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -21618040.000000 Penalty: 5966.112305
	Iteration 62Q: 3 clusters Score -2.161804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -21618058.000000 Penalty: 5966.112305
	Iteration 63Q: 3 clusters Score -2.161806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -21618064.000000 Penalty: 5966.112305
	Iteration 64Q: 3 clusters Score -2.161806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21618068.000000 Penalty: 5966.112305
	Iteration 65Q: 3 clusters Score -2.161807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21618062.000000 Penalty: 5966.112305
	Iteration 66Q: 3 clusters Score -2.161806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21618064.000000 Penalty: 5966.112305
	Iteration 67Q: 3 clusters Score -2.161806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21618064.000000 Penalty: 5966.112305
	Iteration 68Q: 3 clusters Score -2.161806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -21618078.000000 Penalty: 5966.112305
	Iteration 69Q: 3 clusters Score -2.161808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21618086.000000 Penalty: 5966.112305
	Iteration 70Q: 3 clusters Score -2.161809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -21618092.000000 Penalty: 5966.112305
	Iteration 71Q: 3 clusters Score -2.161809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21618086.000000 Penalty: 5966.112305
	Iteration 72Q: 3 clusters Score -2.161809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -21618090.000000 Penalty: 5966.112305
	Iteration 73Q: 3 clusters Score -2.161809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -21618104.000000 Penalty: 5966.112305
	Iteration 74Q: 3 clusters Score -2.16181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21618118.000000 Penalty: 5966.112305
	Iteration 75Q: 3 clusters Score -2.161812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21618122.000000 Penalty: 5966.112305
	Iteration 76Q: 3 clusters Score -2.161812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21618106.000000 Penalty: 5966.112305
	Iteration 77Q: 3 clusters Score -2.161811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21618116.000000 Penalty: 5966.112305
	Iteration 78Q: 3 clusters Score -2.161812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21618108.000000 Penalty: 5966.112305
	Iteration 79Q: 3 clusters Score -2.161811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21618114.000000 Penalty: 5966.112305
	Iteration 80F: 3 clusters Score -2.161811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21618102.000000 Penalty: 5966.112305
	Iteration 81Q: 3 clusters Score -2.16181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21618096.000000 Penalty: 5966.112305
	Iteration 82Q: 3 clusters Score -2.16181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21618108.000000 Penalty: 5966.112305
	Iteration 83Q: 3 clusters Score -2.161811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -21618102.000000 Penalty: 5966.112305
	Iteration 84Q: 3 clusters Score -2.16181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -21618102.000000 Penalty: 5966.112305
	Iteration 85F: 3 clusters Score -2.16181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175198 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74755 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196845 members 
Mstep: Class 15 contains 182659 members 
Mstep: Class 16 contains 196834 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 159Q: 20 clusters Score -1.385489e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175206 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74756 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196841 members 
Mstep: Class 15 contains 182657 members 
Mstep: Class 16 contains 196829 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548832.000000 Penalty: 65514.511719
Iteration 160F: 20 clusters Score -1.385488e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175215 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74762 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196836 members 
Mstep: Class 15 contains 182657 members 
Mstep: Class 16 contains 196819 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 161Q: 20 clusters Score -1.385489e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175223 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74762 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196831 members 
Mstep: Class 15 contains 182647 members 
Mstep: Class 16 contains 196824 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 162Q: 20 clusters Score -1.385489e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175235 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74765 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196827 members 
Mstep: Class 15 contains 182640 members 
Mstep: Class 16 contains 196819 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 163Q: 20 clusters Score -1.385489e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175243 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74765 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196825 members 
Mstep: Class 15 contains 182640 members 
Mstep: Class 16 contains 196814 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548832.000000 Penalty: 65514.511719
Iteration 164Q: 20 clusters Score -1.385488e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175245 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74770 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196815 members 
Mstep: Class 15 contains 182639 members 
Mstep: Class 16 contains 196817 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 165Q: 20 clusters Score -1.385489e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175244 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74772 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196810 members 
Mstep: Class 15 contains 182639 members 
Mstep: Class 16 contains 196822 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 166Q: 20 clusters Score -1.385489e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175249 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74775 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196799 members 
Mstep: Class 15 contains 182644 members 
Mstep: Class 16 contains 196821 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 167Q: 20 clusters Score -1.385489e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175250 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74775 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196798 members 
Mstep: Class 15 contains 182652 members 
Mstep: Class 16 contains 196815 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 168Q: 20 clusters Score -1.385489e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175246 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74775 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196798 members 
Mstep: Class 15 contains 182655 members 
Mstep: Class 16 contains 196814 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 169Q: 20 clusters Score -1.385489e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175242 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74775 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196801 members 
Mstep: Class 15 contains 182654 members 
Mstep: Class 16 contains 196818 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 170Q: 20 clusters Score -1.38549e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175242 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74779 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196803 members 
Mstep: Class 15 contains 182655 members 
Mstep: Class 16 contains 196811 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 171Q: 20 clusters Score -1.38549e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175245 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74782 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196806 members 
Mstep: Class 15 contains 182654 members 
Mstep: Class 16 contains 196800 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549040.000000 Penalty: 65514.511719
Iteration 172Q: 20 clusters Score -1.38549e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175250 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74783 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196813 members 
Mstep: Class 15 contains 182649 members 
Mstep: Class 16 contains 196794 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 173Q: 20 clusters Score -1.385489e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175249 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74786 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196811 members 
Mstep: Class 15 contains 182645 members 
Mstep: Class 16 contains 196795 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 174Q: 20 clusters Score -1.385489e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64066 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175244 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74784 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196808 members 
Mstep: Class 15 contains 182643 members 
Mstep: Class 16 contains 196806 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 175Q: 20 clusters Score -1.385489e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64067 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175237 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74787 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196810 members 
Mstep: Class 15 contains 182628 members 
Mstep: Class 16 contains 196821 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 176Q: 20 clusters Score -1.38549e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64068 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175233 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74785 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196820 members 
Mstep: Class 15 contains 182617 members 
Mstep: Class 16 contains 196826 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 177Q: 20 clusters Score -1.38549e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64068 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175234 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74786 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196824 members 
Mstep: Class 15 contains 182613 members 
Mstep: Class 16 contains 196824 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 178Q: 20 clusters Score -1.38549e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64068 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175232 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74788 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196826 members 
Mstep: Class 15 contains 182618 members 
Mstep: Class 16 contains 196817 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549088.000000 Penalty: 65514.511719
Iteration 179Q: 20 clusters Score -1.385491e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175227 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74789 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196825 members 
Mstep: Class 15 contains 182623 members 
Mstep: Class 16 contains 196815 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 180F: 20 clusters Score -1.38549e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175225 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74791 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196826 members 
Mstep: Class 15 contains 182624 members 
Mstep: Class 16 contains 196815 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549040.000000 Penalty: 65514.511719
Iteration 181Q: 20 clusters Score -1.38549e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74792 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196825 members 
Mstep: Class 15 contains 182626 members 
Mstep: Class 16 contains 196818 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 182Q: 20 clusters Score -1.38549e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175226 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74794 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196823 members 
Mstep: Class 15 contains 182614 members 
Mstep: Class 16 contains 196827 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 183Q: 20 clusters Score -1.38549e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175218 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196827 members 
Mstep: Class 15 contains 182607 members 
Mstep: Class 16 contains 196836 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 184Q: 20 clusters Score -1.385491e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64069 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175206 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196830 members 
Mstep: Class 15 contains 182606 members 
Mstep: Class 16 contains 196846 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 185Q: 20 clusters Score -1.38549e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64068 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175202 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196831 members 
Mstep: Class 15 contains 182606 members 
Mstep: Class 16 contains 196852 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 186Q: 20 clusters Score -1.385489e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64068 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175189 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196837 members 
Mstep: Class 15 contains 182613 members 
Mstep: Class 16 contains 196852 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 187Q: 20 clusters Score -1.385491e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175180 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196840 members 
Mstep: Class 15 contains 182619 members 
Mstep: Class 16 contains 196860 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549120.000000 Penalty: 65514.511719
Iteration 188Q: 20 clusters Score -1.385491e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175172 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74797 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196847 members 
Mstep: Class 15 contains 182620 members 
Mstep: Class 16 contains 196861 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 189Q: 20 clusters Score -1.385491e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196853 members 
Mstep: Class 15 contains 182615 members 
Mstep: Class 16 contains 196864 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 190Q: 20 clusters Score -1.385491e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74795 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196859 members 
Mstep: Class 15 contains 182605 members 
Mstep: Class 16 contains 196871 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 191Q: 20 clusters Score -1.385491e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64065 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74794 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196863 members 
Mstep: Class 15 contains 182605 members 
Mstep: Class 16 contains 196873 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 192Q: 20 clusters Score -1.385491e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175172 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74793 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196865 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196871 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 193Q: 20 clusters Score -1.385491e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175172 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74791 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196870 members 
Mstep: Class 15 contains 182606 members 
Mstep: Class 16 contains 196875 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 167429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549104.000000 Penalty: 65514.511719
Iteration 194Q: 20 clusters Score -1.385491e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175174 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74794 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196868 members 
Mstep: Class 15 contains 182603 members 
Mstep: Class 16 contains 196876 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549088.000000 Penalty: 65514.511719
Iteration 195Q: 20 clusters Score -1.385491e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175175 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74794 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196870 members 
Mstep: Class 15 contains 182604 members 
Mstep: Class 16 contains 196875 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549088.000000 Penalty: 65514.511719
Iteration 196Q: 20 clusters Score -1.385491e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175175 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196868 members 
Mstep: Class 15 contains 182605 members 
Mstep: Class 16 contains 196873 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549088.000000 Penalty: 65514.511719
Iteration 197Q: 20 clusters Score -1.385491e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175178 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74801 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196868 members 
Mstep: Class 15 contains 182610 members 
Mstep: Class 16 contains 196865 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 198Q: 20 clusters Score -1.385491e+08 nChanged 25
Entering ConstructFrom: 
Score: -138549072.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -152797.859375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -152797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150953.562500 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -150953.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152079.546875 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -152079.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152804.046875 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -152804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153426.203125 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -153426.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -153617.890625 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -153617.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -153695.453125 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -153695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -153732.390625 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -153732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153838.265625 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -153838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -153933.156250 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -153933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -153941.937500 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -153941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -153947.640625 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -153947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153948.859375 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -153948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153951.937500 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -153951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153951.937500 Penalty: 3569.184814
	Iteration 13F: 3 clusters Score -153951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175182 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196867 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167420 members 
Entering Unmasked Estep 
Score: -138548640.000000 Penalty: 68962.648438
Splitting cluster 1 changes total score from -138549072.000000 to -138548640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -591433.250000 Penalty: 2102.759277
	Iteration 0F: 2 clusters Score -591433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -587086.125000 Penalty: 4205.518555
	Iteration 0F: 3 clusters Score -587086.1 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -588230.562500 Penalty: 4205.518555
	Iteration 1F: 3 clusters Score -588230.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -588541.937500 Penalty: 4205.518555
	Iteration 2F: 3 clusters Score -588541.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -588750.562500 Penalty: 4205.518555
	Iteration 3F: 3 clusters Score -588750.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -588917.625000 Penalty: 4205.518555
	Iteration 4F: 3 clusters Score -588917.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -589061.062500 Penalty: 4205.518555
	Iteration 5Q: 3 clusters Score -589061.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -589178.875000 Penalty: 4205.518555
	Iteration 6Q: 3 clusters Score -589178.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -589273.312500 Penalty: 4205.518555
	Iteration 7Q: 3 clusters Score -589273.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -589338.125000 Penalty: 4205.518555
	Iteration 8Q: 3 clusters Score -589338.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -589395.437500 Penalty: 4205.518555
	Iteration 9Q: 3 clusters Score -589395.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -589440.000000 Penalty: 4205.518555
	Iteration 10Q: 3 clusters Score -589440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -589491.437500 Penalty: 4205.518555
	Iteration 11Q: 3 clusters Score -589491.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -589528.562500 Penalty: 4205.518555
	Iteration 12Q: 3 clusters Score -589528.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -589559.562500 Penalty: 4205.518555
	Iteration 13Q: 3 clusters Score -589559.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -589580.750000 Penalty: 4205.518555
	Iteration 14Q: 3 clusters Score -589580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -589593.687500 Penalty: 4205.518555
	Iteration 15Q: 3 clusters Score -589593.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -589606.125000 Penalty: 4205.518555
	Iteration 16Q: 3 clusters Score -589606.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -589615.812500 Penalty: 4205.518555
	Iteration 17Q: 3 clusters Score -589615.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -589630.750000 Penalty: 4205.518555
	Iteration 18Q: 3 clusters Score -589630.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -589641.562500 Penalty: 4205.518555
	Iteration 19Q: 3 clusters Score -589641.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -589652.937500 Penalty: 4205.518555
	Iteration 20F: 3 clusters Score -589652.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -589661.937500 Penalty: 4205.518555
	Iteration 21Q: 3 clusters Score -589661.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -589675.625000 Penalty: 4205.518555
	Iteration 22Q: 3 clusters Score -589675.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -589683.750000 Penalty: 4205.518555
	Iteration 23Q: 3 clusters Score -589683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -589689.625000 Penalty: 4205.518555
	Iteration 24Q: 3 clusters Score -589689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -589692.937500 Penalty: 4205.518555
	Iteration 25Q: 3 clusters Score -589692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -589698.437500 Penalty: 4205.518555
	Iteration 26Q: 3 clusters Score -589698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -589701.312500 Penalty: 4205.518555
	Iteration 27Q: 3 clusters Score -589701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -589703.937500 Penalty: 4205.518555
	Iteration 28Q: 3 clusters Score -589703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -589705.875000 Penalty: 4205.518555
	Iteration 29Q: 3 clusters Score -589705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -589705.875000 Penalty: 4205.518555
	Iteration 30F: 3 clusters Score -589705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Entering Unmasked Estep 
Score: -8291445.000000 Penalty: 2744.774170
	Iteration 0F: 2 clusters Score -8291445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -8248475.500000 Penalty: 5489.548340
	Iteration 0F: 3 clusters Score -8248476 nChanged 29758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -8265224.000000 Penalty: 5489.548340
	Iteration 1F: 3 clusters Score -8265224 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8265858.000000 Penalty: 5489.548340
	Iteration 2Q: 3 clusters Score -8265858 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -8266800.000000 Penalty: 5489.548340
	Iteration 3Q: 3 clusters Score -8266800 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -8267877.000000 Penalty: 5489.548340
	Iteration 4Q: 3 clusters Score -8267877 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -8269547.500000 Penalty: 5489.548340
	Iteration 5F: 3 clusters Score -8269548 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8271890.500000 Penalty: 5489.548340
	Iteration 6F: 3 clusters Score -8271890 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8274757.000000 Penalty: 5489.548340
	Iteration 7F: 3 clusters Score -8274757 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -8277867.500000 Penalty: 5489.548340
	Iteration 8F: 3 clusters Score -8277868 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -8280791.000000 Penalty: 5489.548340
	Iteration 9F: 3 clusters Score -8280791 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -8283204.000000 Penalty: 5489.548340
	Iteration 10F: 3 clusters Score -8283204 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -8284946.000000 Penalty: 5489.548340
	Iteration 11Q: 3 clusters Score -8284946 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -8286166.500000 Penalty: 5489.548340
	Iteration 12Q: 3 clusters Score -8286166 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -8287008.500000 Penalty: 5489.548340
	Iteration 13Q: 3 clusters Score -8287008 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -8287615.000000 Penalty: 5489.548340
	Iteration 14Q: 3 clusters Score -8287615 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -8288004.500000 Penalty: 5489.548340
	Iteration 15Q: 3 clusters Score -8288004 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8288304.500000 Penalty: 5489.548340
	Iteration 16Q: 3 clusters Score -8288304 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -8288528.500000 Penalty: 5489.548340
	Iteration 17Q: 3 clusters Score -8288528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -8288648.500000 Penalty: 5489.548340
	Iteration 18Q: 3 clusters Score -8288648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -8288746.000000 Penalty: 5489.548340
	Iteration 19Q: 3 clusters Score -8288746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -8288798.500000 Penalty: 5489.548340
	Iteration 20F: 3 clusters Score -8288798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -8288871.000000 Penalty: 5489.548340
	Iteration 21Q: 3 clusters Score -8288871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -8288915.500000 Penalty: 5489.548340
	Iteration 22Q: 3 clusters Score -8288916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8288926.000000 Penalty: 5489.548340
	Iteration 23Q: 3 clusters Score -8288926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8288945.000000 Penalty: 5489.548340
	Iteration 24Q: 3 clusters Score -8288945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -8288970.000000 Penalty: 5489.548340
	Iteration 25Q: 3 clusters Score -8288970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -8288982.000000 Penalty: 5489.548340
	Iteration 26Q: 3 clusters Score -8288982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -8288994.000000 Penalty: 5489.548340
	Iteration 27Q: 3 clusters Score -8288994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8289019.000000 Penalty: 5489.548340
	Iteration 28Q: 3 clusters Score -8289019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -8289026.000000 Penalty: 5489.548340
	Iteration 29Q: 3 clusters Score -8289026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -8289031.500000 Penalty: 5489.548340
	Iteration 30Q: 3 clusters Score -8289032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -8289040.500000 Penalty: 5489.548340
	Iteration 31Q: 3 clusters Score -8289040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -8289048.500000 Penalty: 5489.548340
	Iteration 32Q: 3 clusters Score -8289048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -8289052.500000 Penalty: 5489.548340
	Iteration 33Q: 3 clusters Score -8289052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8289052.000000 Penalty: 5489.548340
	Iteration 34Q: 3 clusters Score -8289052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -8289055.500000 Penalty: 5489.548340
	Iteration 35Q: 3 clusters Score -8289056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -8289058.000000 Penalty: 5489.548340
	Iteration 36Q: 3 clusters Score -8289058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -8289058.500000 Penalty: 5489.548340
	Iteration 37Q: 3 clusters Score -8289058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -8289058.000000 Penalty: 5489.548340
	Iteration 38Q: 3 clusters Score -8289058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8289056.500000 Penalty: 5489.548340
	Iteration 39Q: 3 clusters Score -8289056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -8289063.000000 Penalty: 5489.548340
	Iteration 40F: 3 clusters Score -8289063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8289058.000000 Penalty: 5489.548340
	Iteration 41Q: 3 clusters Score -8289058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -8289057.500000 Penalty: 5489.548340
	Iteration 42Q: 3 clusters Score -8289058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8289057.000000 Penalty: 5489.548340
	Iteration 43Q: 3 clusters Score -8289057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8289057.000000 Penalty: 5489.548340
	Iteration 44F: 3 clusters Score -8289057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -42538.457031 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -42538.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41300.265625 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41300.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41569.191406 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -41569.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41728.558594 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -41728.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41895.960938 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -41895.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42040.355469 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -42040.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42255.882812 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42255.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42395.632812 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42395.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42488.902344 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42509.328125 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42509.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42535.402344 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -42535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42540.492188 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -42540.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42545.878906 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -42545.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42606.683594 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -42606.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42624.289062 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -42624.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42636.609375 Penalty: 2985.222168
	Iteration 14Q: 3 clusters Score -42636.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42638.683594 Penalty: 2985.222168
	Iteration 15Q: 3 clusters Score -42638.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42641.257812 Penalty: 2985.222168
	Iteration 16Q: 3 clusters Score -42641.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42646.441406 Penalty: 2985.222168
	Iteration 17F: 3 clusters Score -42646.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42717.875000 Penalty: 2985.222168
	Iteration 18Q: 3 clusters Score -42717.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42847.300781 Penalty: 2985.222168
	Iteration 19Q: 3 clusters Score -42847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43216.964844 Penalty: 2985.222168
	Iteration 20F: 3 clusters Score -43216.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43287.609375 Penalty: 2985.222168
	Iteration 21Q: 3 clusters Score -43287.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43350.402344 Penalty: 2985.222168
	Iteration 22Q: 3 clusters Score -43350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43428.574219 Penalty: 2985.222168
	Iteration 23Q: 3 clusters Score -43428.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43480.832031 Penalty: 2985.222168
	Iteration 24Q: 3 clusters Score -43480.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43503.203125 Penalty: 2985.222168
	Iteration 25Q: 3 clusters Score -43503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43523.082031 Penalty: 2985.222168
	Iteration 26Q: 3 clusters Score -43523.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43557.011719 Penalty: 2985.222168
	Iteration 27Q: 3 clusters Score -43557.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43557.011719 Penalty: 2985.222168
	Iteration 28F: 3 clusters Score -43557.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 102 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175182 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196867 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167420 members 
Entering Unmasked Estep 
Score: -138548224.000000 Penalty: 68962.648438
Splitting cluster 4 changes total score from -138549072.000000 to -138548224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -482097.187500 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -482097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -478275.187500 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -478275.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479096.718750 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -479096.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -479273.156250 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -479273.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -479386.187500 Penalty: 4097.460938
	Iteration 3Q: 3 clusters Score -479386.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -479465.531250 Penalty: 4097.460938
	Iteration 4Q: 3 clusters Score -479465.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -479523.656250 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -479523.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -479565.906250 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -479565.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -479594.218750 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -479594.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -479621.406250 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -479621.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -479643.125000 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -479643.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -479661.718750 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -479661.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -479685.468750 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -479685.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -479716.906250 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -479716.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -479742.531250 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -479742.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -479775.437500 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -479775.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479792.937500 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -479792.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -479813.593750 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -479813.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -479834.843750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -479834.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479864.375000 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -479864.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -479899.218750 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -479899.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -479929.062500 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -479929.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -479959.218750 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -479959.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -479986.968750 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -479987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -480018.218750 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -480018.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -480053.125000 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -480053.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -480087.593750 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -480087.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -480110.468750 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -480110.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -480125.406250 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -480125.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -480136.062500 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -480136.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -480146.843750 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -480146.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -480157.156250 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -480157.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -480168.875000 Penalty: 4097.460938
	Iteration 31Q: 3 clusters Score -480168.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -480182.281250 Penalty: 4097.460938
	Iteration 32Q: 3 clusters Score -480182.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -480190.468750 Penalty: 4097.460938
	Iteration 33Q: 3 clusters Score -480190.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -480198.968750 Penalty: 4097.460938
	Iteration 34Q: 3 clusters Score -480199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -480204.312500 Penalty: 4097.460938
	Iteration 35Q: 3 clusters Score -480204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -480210.812500 Penalty: 4097.460938
	Iteration 36Q: 3 clusters Score -480210.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -480214.343750 Penalty: 4097.460938
	Iteration 37Q: 3 clusters Score -480214.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -480218.093750 Penalty: 4097.460938
	Iteration 38Q: 3 clusters Score -480218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -480222.093750 Penalty: 4097.460938
	Iteration 39Q: 3 clusters Score -480222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -480225.843750 Penalty: 4097.460938
	Iteration 40F: 3 clusters Score -480225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -480228.375000 Penalty: 4097.460938
	Iteration 41Q: 3 clusters Score -480228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -480233.406250 Penalty: 4097.460938
	Iteration 42Q: 3 clusters Score -480233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -480242.156250 Penalty: 4097.460938
	Iteration 43Q: 3 clusters Score -480242.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -480253.000000 Penalty: 4097.460938
	Iteration 44Q: 3 clusters Score -480253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -480264.718750 Penalty: 4097.460938
	Iteration 45Q: 3 clusters Score -480264.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -480276.718750 Penalty: 4097.460938
	Iteration 46Q: 3 clusters Score -480276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -480287.343750 Penalty: 4097.460938
	Iteration 47Q: 3 clusters Score -480287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -480293.000000 Penalty: 4097.460938
	Iteration 48Q: 3 clusters Score -480293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -480297.687500 Penalty: 4097.460938
	Iteration 49Q: 3 clusters Score -480297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -480303.281250 Penalty: 4097.460938
	Iteration 50Q: 3 clusters Score -480303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -480307.093750 Penalty: 4097.460938
	Iteration 51Q: 3 clusters Score -480307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -480309.031250 Penalty: 4097.460938
	Iteration 52Q: 3 clusters Score -480309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -480310.656250 Penalty: 4097.460938
	Iteration 53Q: 3 clusters Score -480310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -480310.750000 Penalty: 4097.460938
	Iteration 54Q: 3 clusters Score -480310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -480311.031250 Penalty: 4097.460938
	Iteration 55Q: 3 clusters Score -480311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -480311.031250 Penalty: 4097.460938
	Iteration 56F: 3 clusters Score -480311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -113713.828125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -113713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111800.328125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -111800.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112187.140625 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -112187.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112308.148438 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -112308.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -112428.914062 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -112428.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112553.429688 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -112553.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112744.648438 Penalty: 3431.181885
	Iteration 5F: 3 clusters Score -112744.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -113019.093750 Penalty: 3431.181885
	Iteration 6F: 3 clusters Score -113019.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113282.609375 Penalty: 3431.181885
	Iteration 7F: 3 clusters Score -113282.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -113518.210938 Penalty: 3431.181885
	Iteration 8F: 3 clusters Score -113518.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113601.562500 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -113601.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -113652.359375 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -113652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -113720.625000 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -113720.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -113835.890625 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -113835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113926.726562 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -113926.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113994.312500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -113994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114017.695312 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -114017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114033.539062 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -114033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -114047.492188 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -114047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -114053.890625 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -114053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -114065.468750 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -114065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -114067.875000 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -114067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175182 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196867 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167420 members 
Entering Unmasked Estep 
Score: -138547504.000000 Penalty: 68962.648438
Splitting cluster 6 changes total score from -138549072.000000 to -138547504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -29683.462891 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -29683.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28572.468750 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -28572.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28708.218750 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -28708.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28764.318359 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -28764.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28779.742188 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -28779.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28792.246094 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -28792.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28799.388672 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -28799.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28814.718750 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -28814.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28827.718750 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28827.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28845.318359 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -28845.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28862.853516 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -28862.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28872.289062 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -28872.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28891.216797 Penalty: 2793.081055
	Iteration 11Q: 3 clusters Score -28891.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28904.597656 Penalty: 2793.081055
	Iteration 12Q: 3 clusters Score -28904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28908.910156 Penalty: 2793.081055
	Iteration 13Q: 3 clusters Score -28908.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28908.910156 Penalty: 2793.081055
	Iteration 14F: 3 clusters Score -28908.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -96378.890625 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -96378.89 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 452 members 
Entering Unmasked Estep 
Score: -94607.828125 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -94607.83 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94884.156250 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -94884.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94968.101562 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -94968.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95014.554688 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -95014.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95041.257812 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -95041.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95061.171875 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -95061.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95079.187500 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -95079.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95099.828125 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -95099.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95126.453125 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -95126.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95188.664062 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -95188.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95264.968750 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -95264.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95316.140625 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -95316.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95405.304688 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -95405.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95514.312500 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -95514.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95582.093750 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -95582.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95618.015625 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -95618.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95653.875000 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -95653.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95704.578125 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -95704.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95751.773438 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -95751.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95791.484375 Penalty: 3345.637207
	Iteration 19Q: 3 clusters Score -95791.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95823.289062 Penalty: 3345.637207
	Iteration 20F: 3 clusters Score -95823.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95847.992188 Penalty: 3345.637207
	Iteration 21Q: 3 clusters Score -95847.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95864.023438 Penalty: 3345.637207
	Iteration 22Q: 3 clusters Score -95864.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95874.234375 Penalty: 3345.637207
	Iteration 23Q: 3 clusters Score -95874.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95877.867188 Penalty: 3345.637207
	Iteration 24Q: 3 clusters Score -95877.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95877.867188 Penalty: 3345.637207
	Iteration 25F: 3 clusters Score -95877.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Entering Unmasked Estep 
Score: -22721076.000000 Penalty: 2994.248047
	Iteration 0F: 2 clusters Score -2.272108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -22606146.000000 Penalty: 5988.496094
	Iteration 0F: 3 clusters Score -2.260615e+07 nChanged 84097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -22655506.000000 Penalty: 5988.496094
	Iteration 1F: 3 clusters Score -2.265551e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -22656748.000000 Penalty: 5988.496094
	Iteration 2Q: 3 clusters Score -2.265675e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -22658598.000000 Penalty: 5988.496094
	Iteration 3Q: 3 clusters Score -2.26586e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -22661064.000000 Penalty: 5988.496094
	Iteration 4Q: 3 clusters Score -2.266106e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -22665228.000000 Penalty: 5988.496094
	Iteration 5Q: 3 clusters Score -2.266523e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -22670944.000000 Penalty: 5988.496094
	Iteration 6F: 3 clusters Score -2.267094e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -22678718.000000 Penalty: 5988.496094
	Iteration 7F: 3 clusters Score -2.267872e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -22686724.000000 Penalty: 5988.496094
	Iteration 8F: 3 clusters Score -2.268672e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -22693050.000000 Penalty: 5988.496094
	Iteration 9F: 3 clusters Score -2.269305e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -22696506.000000 Penalty: 5988.496094
	Iteration 10Q: 3 clusters Score -2.269651e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -22697920.000000 Penalty: 5988.496094
	Iteration 11Q: 3 clusters Score -2.269792e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -22698560.000000 Penalty: 5988.496094
	Iteration 12Q: 3 clusters Score -2.269856e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -22698970.000000 Penalty: 5988.496094
	Iteration 13Q: 3 clusters Score -2.269897e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -22699314.000000 Penalty: 5988.496094
	Iteration 14Q: 3 clusters Score -2.269931e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -22699720.000000 Penalty: 5988.496094
	Iteration 15Q: 3 clusters Score -2.269972e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -22700054.000000 Penalty: 5988.496094
	Iteration 16Q: 3 clusters Score -2.270005e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -22700508.000000 Penalty: 5988.496094
	Iteration 17Q: 3 clusters Score -2.270051e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -22700974.000000 Penalty: 5988.496094
	Iteration 18Q: 3 clusters Score -2.270097e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -22701298.000000 Penalty: 5988.496094
	Iteration 19Q: 3 clusters Score -2.27013e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -22701616.000000 Penalty: 5988.496094
	Iteration 20F: 3 clusters Score -2.270162e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -22701812.000000 Penalty: 5988.496094
	Iteration 21Q: 3 clusters Score -2.270181e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -22702076.000000 Penalty: 5988.496094
	Iteration 22Q: 3 clusters Score -2.270208e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -22702378.000000 Penalty: 5988.496094
	Iteration 23Q: 3 clusters Score -2.270238e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -22702600.000000 Penalty: 5988.496094
	Iteration 24Q: 3 clusters Score -2.27026e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -22702838.000000 Penalty: 5988.496094
	Iteration 25Q: 3 clusters Score -2.270284e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -22703004.000000 Penalty: 5988.496094
	Iteration 26Q: 3 clusters Score -2.2703e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -22703166.000000 Penalty: 5988.496094
	Iteration 27Q: 3 clusters Score -2.270317e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -22703374.000000 Penalty: 5988.496094
	Iteration 28Q: 3 clusters Score -2.270337e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -22703538.000000 Penalty: 5988.496094
	Iteration 29Q: 3 clusters Score -2.270354e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -22703560.000000 Penalty: 5988.496094
	Iteration 30Q: 3 clusters Score -2.270356e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -22703750.000000 Penalty: 5988.496094
	Iteration 31Q: 3 clusters Score -2.270375e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -22703806.000000 Penalty: 5988.496094
	Iteration 32Q: 3 clusters Score -2.270381e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -22703952.000000 Penalty: 5988.496094
	Iteration 33Q: 3 clusters Score -2.270395e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -22704016.000000 Penalty: 5988.496094
	Iteration 34Q: 3 clusters Score -2.270402e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -22704178.000000 Penalty: 5988.496094
	Iteration 35Q: 3 clusters Score -2.270418e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -22704256.000000 Penalty: 5988.496094
	Iteration 36Q: 3 clusters Score -2.270426e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -22704322.000000 Penalty: 5988.496094
	Iteration 37Q: 3 clusters Score -2.270432e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -22704300.000000 Penalty: 5988.496094
	Iteration 38Q: 3 clusters Score -2.27043e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -22704356.000000 Penalty: 5988.496094
	Iteration 39Q: 3 clusters Score -2.270436e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -22704334.000000 Penalty: 5988.496094
	Iteration 40F: 3 clusters Score -2.270433e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -22704464.000000 Penalty: 5988.496094
	Iteration 41Q: 3 clusters Score -2.270446e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -22704438.000000 Penalty: 5988.496094
	Iteration 42Q: 3 clusters Score -2.270444e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -22704552.000000 Penalty: 5988.496094
	Iteration 43Q: 3 clusters Score -2.270455e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -22704578.000000 Penalty: 5988.496094
	Iteration 44Q: 3 clusters Score -2.270458e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -22704572.000000 Penalty: 5988.496094
	Iteration 45Q: 3 clusters Score -2.270457e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -22704628.000000 Penalty: 5988.496094
	Iteration 46Q: 3 clusters Score -2.270463e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -22704652.000000 Penalty: 5988.496094
	Iteration 47Q: 3 clusters Score -2.270465e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -22704664.000000 Penalty: 5988.496094
	Iteration 48Q: 3 clusters Score -2.270466e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -22704754.000000 Penalty: 5988.496094
	Iteration 49Q: 3 clusters Score -2.270475e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -22704864.000000 Penalty: 5988.496094
	Iteration 50Q: 3 clusters Score -2.270486e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -22704878.000000 Penalty: 5988.496094
	Iteration 51Q: 3 clusters Score -2.270488e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -22704922.000000 Penalty: 5988.496094
	Iteration 52Q: 3 clusters Score -2.270492e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -22705018.000000 Penalty: 5988.496094
	Iteration 53Q: 3 clusters Score -2.270502e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -22705054.000000 Penalty: 5988.496094
	Iteration 54Q: 3 clusters Score -2.270505e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -22705230.000000 Penalty: 5988.496094
	Iteration 55Q: 3 clusters Score -2.270523e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -22705260.000000 Penalty: 5988.496094
	Iteration 56Q: 3 clusters Score -2.270526e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -22705430.000000 Penalty: 5988.496094
	Iteration 57Q: 3 clusters Score -2.270543e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -22705674.000000 Penalty: 5988.496094
	Iteration 58Q: 3 clusters Score -2.270567e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 122310 members 
Entering Unmasked Estep 
Score: -22705786.000000 Penalty: 5988.496094
	Iteration 59Q: 3 clusters Score -2.270579e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -22705892.000000 Penalty: 5988.496094
	Iteration 60F: 3 clusters Score -2.270589e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -22706004.000000 Penalty: 5988.496094
	Iteration 61Q: 3 clusters Score -2.2706e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -22706114.000000 Penalty: 5988.496094
	Iteration 62Q: 3 clusters Score -2.270611e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -22706252.000000 Penalty: 5988.496094
	Iteration 63Q: 3 clusters Score -2.270625e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -22706482.000000 Penalty: 5988.496094
	Iteration 64Q: 3 clusters Score -2.270648e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -22706644.000000 Penalty: 5988.496094
	Iteration 65Q: 3 clusters Score -2.270664e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -22706858.000000 Penalty: 5988.496094
	Iteration 66Q: 3 clusters Score -2.270686e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -22707086.000000 Penalty: 5988.496094
	Iteration 67Q: 3 clusters Score -2.270709e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -22707280.000000 Penalty: 5988.496094
	Iteration 68Q: 3 clusters Score -2.270728e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -22707492.000000 Penalty: 5988.496094
	Iteration 69Q: 3 clusters Score -2.270749e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 136844 members 
Entering Unmasked Estep 
Score: -22707734.000000 Penalty: 5988.496094
	Iteration 70Q: 3 clusters Score -2.270773e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 138515 members 
Entering Unmasked Estep 
Score: -22708164.000000 Penalty: 5988.496094
	Iteration 71Q: 3 clusters Score -2.270816e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -22708564.000000 Penalty: 5988.496094
	Iteration 72Q: 3 clusters Score -2.270856e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -22709012.000000 Penalty: 5988.496094
	Iteration 73Q: 3 clusters Score -2.270901e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -22709436.000000 Penalty: 5988.496094
	Iteration 74Q: 3 clusters Score -2.270944e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -22709938.000000 Penalty: 5988.496094
	Iteration 75Q: 3 clusters Score -2.270994e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -22710574.000000 Penalty: 5988.496094
	Iteration 76Q: 3 clusters Score -2.271057e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -22711128.000000 Penalty: 5988.496094
	Iteration 77Q: 3 clusters Score -2.271113e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -22711638.000000 Penalty: 5988.496094
	Iteration 78Q: 3 clusters Score -2.271164e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -22712290.000000 Penalty: 5988.496094
	Iteration 79Q: 3 clusters Score -2.271229e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 156096 members 
Entering Unmasked Estep 
Score: -22712870.000000 Penalty: 5988.496094
	Iteration 80F: 3 clusters Score -2.271287e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 158033 members 
Entering Unmasked Estep 
Score: -22713530.000000 Penalty: 5988.496094
	Iteration 81Q: 3 clusters Score -2.271353e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 159866 members 
Entering Unmasked Estep 
Score: -22714020.000000 Penalty: 5988.496094
	Iteration 82Q: 3 clusters Score -2.271402e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 161560 members 
Entering Unmasked Estep 
Score: -22714578.000000 Penalty: 5988.496094
	Iteration 83Q: 3 clusters Score -2.271458e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -22715086.000000 Penalty: 5988.496094
	Iteration 84Q: 3 clusters Score -2.271509e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -22715448.000000 Penalty: 5988.496094
	Iteration 85Q: 3 clusters Score -2.271545e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -22715888.000000 Penalty: 5988.496094
	Iteration 86Q: 3 clusters Score -2.271589e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 166841 members 
Entering Unmasked Estep 
Score: -22716310.000000 Penalty: 5988.496094
	Iteration 87Q: 3 clusters Score -2.271631e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -22716672.000000 Penalty: 5988.496094
	Iteration 88Q: 3 clusters Score -2.271667e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -22717018.000000 Penalty: 5988.496094
	Iteration 89Q: 3 clusters Score -2.271702e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -22717222.000000 Penalty: 5988.496094
	Iteration 90Q: 3 clusters Score -2.271722e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -22717406.000000 Penalty: 5988.496094
	Iteration 91Q: 3 clusters Score -2.271741e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -22717624.000000 Penalty: 5988.496094
	Iteration 92Q: 3 clusters Score -2.271762e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -22717764.000000 Penalty: 5988.496094
	Iteration 93Q: 3 clusters Score -2.271776e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -22717872.000000 Penalty: 5988.496094
	Iteration 94Q: 3 clusters Score -2.271787e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -22718004.000000 Penalty: 5988.496094
	Iteration 95Q: 3 clusters Score -2.2718e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -22718054.000000 Penalty: 5988.496094
	Iteration 96Q: 3 clusters Score -2.271805e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 172164 members 
Entering Unmasked Estep 
Score: -22718128.000000 Penalty: 5988.496094
	Iteration 97Q: 3 clusters Score -2.271813e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -22718188.000000 Penalty: 5988.496094
	Iteration 98Q: 3 clusters Score -2.271819e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 172524 members 
Entering Unmasked Estep 
Score: -22718246.000000 Penalty: 5988.496094
	Iteration 99Q: 3 clusters Score -2.271825e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -22718272.000000 Penalty: 5988.496094
	Iteration 100F: 3 clusters Score -2.271827e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -22718342.000000 Penalty: 5988.496094
	Iteration 101Q: 3 clusters Score -2.271834e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -22718352.000000 Penalty: 5988.496094
	Iteration 102Q: 3 clusters Score -2.271835e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -22718378.000000 Penalty: 5988.496094
	Iteration 103Q: 3 clusters Score -2.271838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -22718384.000000 Penalty: 5988.496094
	Iteration 104Q: 3 clusters Score -2.271838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -22718412.000000 Penalty: 5988.496094
	Iteration 105Q: 3 clusters Score -2.271841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 173009 members 
Entering Unmasked Estep 
Score: -22718436.000000 Penalty: 5988.496094
	Iteration 106Q: 3 clusters Score -2.271844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -22718424.000000 Penalty: 5988.496094
	Iteration 107Q: 3 clusters Score -2.271842e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 173078 members 
Entering Unmasked Estep 
Score: -22718450.000000 Penalty: 5988.496094
	Iteration 108Q: 3 clusters Score -2.271845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -22718474.000000 Penalty: 5988.496094
	Iteration 109Q: 3 clusters Score -2.271847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -22718492.000000 Penalty: 5988.496094
	Iteration 110Q: 3 clusters Score -2.271849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -22718480.000000 Penalty: 5988.496094
	Iteration 111Q: 3 clusters Score -2.271848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -22718506.000000 Penalty: 5988.496094
	Iteration 112Q: 3 clusters Score -2.271851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 5988.496094
	Iteration 113Q: 3 clusters Score -2.271849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -22718504.000000 Penalty: 5988.496094
	Iteration 114Q: 3 clusters Score -2.27185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -22718522.000000 Penalty: 5988.496094
	Iteration 115Q: 3 clusters Score -2.271852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -22718528.000000 Penalty: 5988.496094
	Iteration 116Q: 3 clusters Score -2.271853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -22718512.000000 Penalty: 5988.496094
	Iteration 117Q: 3 clusters Score -2.271851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -22718526.000000 Penalty: 5988.496094
	Iteration 118Q: 3 clusters Score -2.271853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -22718512.000000 Penalty: 5988.496094
	Iteration 119Q: 3 clusters Score -2.271851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 173312 members 
Entering Unmasked Estep 
Score: -22718500.000000 Penalty: 5988.496094
	Iteration 120F: 3 clusters Score -2.27185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -22718494.000000 Penalty: 5988.496094
	Iteration 121Q: 3 clusters Score -2.271849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -22718502.000000 Penalty: 5988.496094
	Iteration 122Q: 3 clusters Score -2.27185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 173360 members 
Entering Unmasked Estep 
Score: -22718498.000000 Penalty: 5988.496094
	Iteration 123Q: 3 clusters Score -2.27185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -22718504.000000 Penalty: 5988.496094
	Iteration 124Q: 3 clusters Score -2.27185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -22718498.000000 Penalty: 5988.496094
	Iteration 125Q: 3 clusters Score -2.27185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 173397 members 
Entering Unmasked Estep 
Score: -22718490.000000 Penalty: 5988.496094
	Iteration 126Q: 3 clusters Score -2.271849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 173419 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 5988.496094
	Iteration 127Q: 3 clusters Score -2.271849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -22718508.000000 Penalty: 5988.496094
	Iteration 128Q: 3 clusters Score -2.271851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -22718502.000000 Penalty: 5988.496094
	Iteration 129Q: 3 clusters Score -2.27185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 173482 members 
Entering Unmasked Estep 
Score: -22718504.000000 Penalty: 5988.496094
	Iteration 130Q: 3 clusters Score -2.27185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -22718504.000000 Penalty: 5988.496094
	Iteration 131Q: 3 clusters Score -2.27185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -22718520.000000 Penalty: 5988.496094
	Iteration 132Q: 3 clusters Score -2.271852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 173520 members 
Entering Unmasked Estep 
Score: -22718534.000000 Penalty: 5988.496094
	Iteration 133Q: 3 clusters Score -2.271853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -22718538.000000 Penalty: 5988.496094
	Iteration 134Q: 3 clusters Score -2.271854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -22718554.000000 Penalty: 5988.496094
	Iteration 135Q: 3 clusters Score -2.271855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -22718546.000000 Penalty: 5988.496094
	Iteration 136Q: 3 clusters Score -2.271855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -22718564.000000 Penalty: 5988.496094
	Iteration 137Q: 3 clusters Score -2.271856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 173559 members 
Entering Unmasked Estep 
Score: -22718576.000000 Penalty: 5988.496094
	Iteration 138Q: 3 clusters Score -2.271858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 173569 members 
Entering Unmasked Estep 
Score: -22718570.000000 Penalty: 5988.496094
	Iteration 139Q: 3 clusters Score -2.271857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -22718588.000000 Penalty: 5988.496094
	Iteration 140F: 3 clusters Score -2.271859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 173583 members 
Entering Unmasked Estep 
Score: -22718590.000000 Penalty: 5988.496094
	Iteration 141Q: 3 clusters Score -2.271859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 173590 members 
Entering Unmasked Estep 
Score: -22718584.000000 Penalty: 5988.496094
	Iteration 142Q: 3 clusters Score -2.271858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -22718604.000000 Penalty: 5988.496094
	Iteration 143Q: 3 clusters Score -2.27186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -22718594.000000 Penalty: 5988.496094
	Iteration 144Q: 3 clusters Score -2.271859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 173607 members 
Entering Unmasked Estep 
Score: -22718586.000000 Penalty: 5988.496094
	Iteration 145Q: 3 clusters Score -2.271859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 173610 members 
Entering Unmasked Estep 
Score: -22718578.000000 Penalty: 5988.496094
	Iteration 146Q: 3 clusters Score -2.271858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 173614 members 
Entering Unmasked Estep 
Score: -22718578.000000 Penalty: 5988.496094
	Iteration 147Q: 3 clusters Score -2.271858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -22718586.000000 Penalty: 5988.496094
	Iteration 148Q: 3 clusters Score -2.271859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -22718582.000000 Penalty: 5988.496094
	Iteration 149Q: 3 clusters Score -2.271858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 173623 members 
Entering Unmasked Estep 
Score: -22718584.000000 Penalty: 5988.496094
	Iteration 150Q: 3 clusters Score -2.271858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 173629 members 
Entering Unmasked Estep 
Score: -22718578.000000 Penalty: 5988.496094
	Iteration 151Q: 3 clusters Score -2.271858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -22718576.000000 Penalty: 5988.496094
	Iteration 152Q: 3 clusters Score -2.271858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 173641 members 
Entering Unmasked Estep 
Score: -22718596.000000 Penalty: 5988.496094
	Iteration 153Q: 3 clusters Score -2.27186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -22718594.000000 Penalty: 5988.496094
	Iteration 154Q: 3 clusters Score -2.271859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -22718594.000000 Penalty: 5988.496094
	Iteration 155F: 3 clusters Score -2.271859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -424651.500000 Penalty: 2008.388062
	Iteration 0F: 2 clusters Score -424651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -421216.062500 Penalty: 4016.776123
	Iteration 0F: 3 clusters Score -421216.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -421906.843750 Penalty: 4016.776123
	Iteration 1F: 3 clusters Score -421906.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -422063.968750 Penalty: 4016.776123
	Iteration 2F: 3 clusters Score -422064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -422151.031250 Penalty: 4016.776123
	Iteration 3Q: 3 clusters Score -422151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -422212.218750 Penalty: 4016.776123
	Iteration 4Q: 3 clusters Score -422212.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -422254.718750 Penalty: 4016.776123
	Iteration 5Q: 3 clusters Score -422254.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -422279.812500 Penalty: 4016.776123
	Iteration 6Q: 3 clusters Score -422279.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422294.437500 Penalty: 4016.776123
	Iteration 7Q: 3 clusters Score -422294.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -422307.093750 Penalty: 4016.776123
	Iteration 8Q: 3 clusters Score -422307.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -422312.687500 Penalty: 4016.776123
	Iteration 9Q: 3 clusters Score -422312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -422317.312500 Penalty: 4016.776123
	Iteration 10Q: 3 clusters Score -422317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -422322.531250 Penalty: 4016.776123
	Iteration 11Q: 3 clusters Score -422322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -422326.500000 Penalty: 4016.776123
	Iteration 12Q: 3 clusters Score -422326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -422329.687500 Penalty: 4016.776123
	Iteration 13Q: 3 clusters Score -422329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -422332.468750 Penalty: 4016.776123
	Iteration 14Q: 3 clusters Score -422332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -422334.062500 Penalty: 4016.776123
	Iteration 15Q: 3 clusters Score -422334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -422337.937500 Penalty: 4016.776123
	Iteration 16Q: 3 clusters Score -422337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -422338.531250 Penalty: 4016.776123
	Iteration 17Q: 3 clusters Score -422338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -422338.968750 Penalty: 4016.776123
	Iteration 18Q: 3 clusters Score -422339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -422339.687500 Penalty: 4016.776123
	Iteration 19Q: 3 clusters Score -422339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422340.718750 Penalty: 4016.776123
	Iteration 20F: 3 clusters Score -422340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Entering Unmasked Estep 
Score: -9429888.000000 Penalty: 2783.208008
	Iteration 0F: 2 clusters Score -9429888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9379940.000000 Penalty: 5566.416016
	Iteration 0F: 3 clusters Score -9379940 nChanged 34957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -9399857.000000 Penalty: 5566.416016
	Iteration 1F: 3 clusters Score -9399857 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -9400988.000000 Penalty: 5566.416016
	Iteration 2Q: 3 clusters Score -9400988 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -9402903.000000 Penalty: 5566.416016
	Iteration 3F: 3 clusters Score -9402903 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -9406146.000000 Penalty: 5566.416016
	Iteration 4F: 3 clusters Score -9406146 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -9411367.000000 Penalty: 5566.416016
	Iteration 5F: 3 clusters Score -9411367 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -9417925.000000 Penalty: 5566.416016
	Iteration 6F: 3 clusters Score -9417925 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -9423486.000000 Penalty: 5566.416016
	Iteration 7F: 3 clusters Score -9423486 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9426132.000000 Penalty: 5566.416016
	Iteration 8Q: 3 clusters Score -9426132 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9427035.000000 Penalty: 5566.416016
	Iteration 9Q: 3 clusters Score -9427035 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9427294.000000 Penalty: 5566.416016
	Iteration 10Q: 3 clusters Score -9427294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9427447.000000 Penalty: 5566.416016
	Iteration 11Q: 3 clusters Score -9427447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9427482.000000 Penalty: 5566.416016
	Iteration 12Q: 3 clusters Score -9427482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9427506.000000 Penalty: 5566.416016
	Iteration 13Q: 3 clusters Score -9427506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9427522.000000 Penalty: 5566.416016
	Iteration 14Q: 3 clusters Score -9427522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9427523.000000 Penalty: 5566.416016
	Iteration 15Q: 3 clusters Score -9427523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9427523.000000 Penalty: 5566.416016
	Iteration 16F: 3 clusters Score -9427523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Entering Unmasked Estep 
Score: -1438972.875000 Penalty: 2316.376465
	Iteration 0F: 2 clusters Score -1438973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1430371.875000 Penalty: 4632.752930
	Iteration 0F: 3 clusters Score -1430372 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1432921.000000 Penalty: 4632.752930
	Iteration 1F: 3 clusters Score -1432921 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1433264.750000 Penalty: 4632.752930
	Iteration 2F: 3 clusters Score -1433265 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1433540.500000 Penalty: 4632.752930
	Iteration 3F: 3 clusters Score -1433540 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1433772.000000 Penalty: 4632.752930
	Iteration 4Q: 3 clusters Score -1433772 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1433991.500000 Penalty: 4632.752930
	Iteration 5Q: 3 clusters Score -1433992 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1434213.875000 Penalty: 4632.752930
	Iteration 6Q: 3 clusters Score -1434214 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1434400.250000 Penalty: 4632.752930
	Iteration 7Q: 3 clusters Score -1434400 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1434559.875000 Penalty: 4632.752930
	Iteration 8Q: 3 clusters Score -1434560 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1434693.625000 Penalty: 4632.752930
	Iteration 9Q: 3 clusters Score -1434694 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1434841.500000 Penalty: 4632.752930
	Iteration 10Q: 3 clusters Score -1434842 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1434969.750000 Penalty: 4632.752930
	Iteration 11Q: 3 clusters Score -1434970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1435091.750000 Penalty: 4632.752930
	Iteration 12Q: 3 clusters Score -1435092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1435196.375000 Penalty: 4632.752930
	Iteration 13Q: 3 clusters Score -1435196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1435295.250000 Penalty: 4632.752930
	Iteration 14Q: 3 clusters Score -1435295 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1435382.875000 Penalty: 4632.752930
	Iteration 15Q: 3 clusters Score -1435383 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1435452.875000 Penalty: 4632.752930
	Iteration 16Q: 3 clusters Score -1435453 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1435521.625000 Penalty: 4632.752930
	Iteration 17Q: 3 clusters Score -1435522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1435573.500000 Penalty: 4632.752930
	Iteration 18Q: 3 clusters Score -1435574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1435631.250000 Penalty: 4632.752930
	Iteration 19Q: 3 clusters Score -1435631 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1435687.000000 Penalty: 4632.752930
	Iteration 20F: 3 clusters Score -1435687 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1435738.625000 Penalty: 4632.752930
	Iteration 21Q: 3 clusters Score -1435739 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1435791.250000 Penalty: 4632.752930
	Iteration 22Q: 3 clusters Score -1435791 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1435850.000000 Penalty: 4632.752930
	Iteration 23Q: 3 clusters Score -1435850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1435907.625000 Penalty: 4632.752930
	Iteration 24Q: 3 clusters Score -1435908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1435963.250000 Penalty: 4632.752930
	Iteration 25Q: 3 clusters Score -1435963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1436022.500000 Penalty: 4632.752930
	Iteration 26Q: 3 clusters Score -1436022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1436062.750000 Penalty: 4632.752930
	Iteration 27Q: 3 clusters Score -1436063 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1436097.500000 Penalty: 4632.752930
	Iteration 28Q: 3 clusters Score -1436098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1436139.500000 Penalty: 4632.752930
	Iteration 29Q: 3 clusters Score -1436140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1436178.750000 Penalty: 4632.752930
	Iteration 30Q: 3 clusters Score -1436179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1436220.625000 Penalty: 4632.752930
	Iteration 31Q: 3 clusters Score -1436221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1436271.250000 Penalty: 4632.752930
	Iteration 32Q: 3 clusters Score -1436271 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1436333.625000 Penalty: 4632.752930
	Iteration 33Q: 3 clusters Score -1436334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1436386.375000 Penalty: 4632.752930
	Iteration 34Q: 3 clusters Score -1436386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1436458.125000 Penalty: 4632.752930
	Iteration 35Q: 3 clusters Score -1436458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1436545.750000 Penalty: 4632.752930
	Iteration 36Q: 3 clusters Score -1436546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1436690.375000 Penalty: 4632.752930
	Iteration 37Q: 3 clusters Score -1436690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1436859.625000 Penalty: 4632.752930
	Iteration 38Q: 3 clusters Score -1436860 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1437057.875000 Penalty: 4632.752930
	Iteration 39Q: 3 clusters Score -1437058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1437302.750000 Penalty: 4632.752930
	Iteration 40F: 3 clusters Score -1437303 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1437576.750000 Penalty: 4632.752930
	Iteration 41Q: 3 clusters Score -1437577 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1437803.375000 Penalty: 4632.752930
	Iteration 42Q: 3 clusters Score -1437803 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1437913.500000 Penalty: 4632.752930
	Iteration 43Q: 3 clusters Score -1437914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1437945.625000 Penalty: 4632.752930
	Iteration 44Q: 3 clusters Score -1437946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1437962.250000 Penalty: 4632.752930
	Iteration 45Q: 3 clusters Score -1437962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1437966.750000 Penalty: 4632.752930
	Iteration 46Q: 3 clusters Score -1437967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1437966.500000 Penalty: 4632.752930
	Iteration 47Q: 3 clusters Score -1437966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1437967.500000 Penalty: 4632.752930
	Iteration 48Q: 3 clusters Score -1437968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1437968.625000 Penalty: 4632.752930
	Iteration 49Q: 3 clusters Score -1437969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1437973.625000 Penalty: 4632.752930
	Iteration 50Q: 3 clusters Score -1437974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1437975.875000 Penalty: 4632.752930
	Iteration 51Q: 3 clusters Score -1437976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1437973.750000 Penalty: 4632.752930
	Iteration 52Q: 3 clusters Score -1437974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1437973.625000 Penalty: 4632.752930
	Iteration 53Q: 3 clusters Score -1437974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1437974.125000 Penalty: 4632.752930
	Iteration 54Q: 3 clusters Score -1437974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1437974.125000 Penalty: 4632.752930
	Iteration 55F: 3 clusters Score -1437974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -40632.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -40632.59 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 165 members 
Entering Unmasked Estep 
Score: -39444.554688 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -39444.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39636.597656 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -39636.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39680.234375 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -39680.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39691.742188 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -39691.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39691.742188 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -39691.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (196867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Entering Unmasked Estep 
Score: -25430182.000000 Penalty: 3023.190430
	Iteration 0F: 2 clusters Score -2.543018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -25303260.000000 Penalty: 6046.380859
	Iteration 0F: 3 clusters Score -2.530326e+07 nChanged 94504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -25358598.000000 Penalty: 6046.380859
	Iteration 1F: 3 clusters Score -2.53586e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -25359364.000000 Penalty: 6046.380859
	Iteration 2Q: 3 clusters Score -2.535936e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -25360712.000000 Penalty: 6046.380859
	Iteration 3Q: 3 clusters Score -2.536071e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -25362722.000000 Penalty: 6046.380859
	Iteration 4Q: 3 clusters Score -2.536272e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -25366588.000000 Penalty: 6046.380859
	Iteration 5Q: 3 clusters Score -2.536659e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -25373680.000000 Penalty: 6046.380859
	Iteration 6F: 3 clusters Score -2.537368e+07 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -25384756.000000 Penalty: 6046.380859
	Iteration 7F: 3 clusters Score -2.538476e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -25399138.000000 Penalty: 6046.380859
	Iteration 8F: 3 clusters Score -2.539914e+07 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -25412318.000000 Penalty: 6046.380859
	Iteration 9F: 3 clusters Score -2.541232e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -25419546.000000 Penalty: 6046.380859
	Iteration 10Q: 3 clusters Score -2.541955e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162331 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -25422024.000000 Penalty: 6046.380859
	Iteration 11Q: 3 clusters Score -2.542202e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -25423326.000000 Penalty: 6046.380859
	Iteration 12Q: 3 clusters Score -2.542333e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -25424494.000000 Penalty: 6046.380859
	Iteration 13Q: 3 clusters Score -2.542449e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -25425506.000000 Penalty: 6046.380859
	Iteration 14Q: 3 clusters Score -2.542551e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -25426448.000000 Penalty: 6046.380859
	Iteration 15Q: 3 clusters Score -2.542645e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -25427044.000000 Penalty: 6046.380859
	Iteration 16Q: 3 clusters Score -2.542704e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171131 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -25427742.000000 Penalty: 6046.380859
	Iteration 17Q: 3 clusters Score -2.542774e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172901 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -25428214.000000 Penalty: 6046.380859
	Iteration 18Q: 3 clusters Score -2.542821e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -25428564.000000 Penalty: 6046.380859
	Iteration 19Q: 3 clusters Score -2.542856e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176778 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -25428946.000000 Penalty: 6046.380859
	Iteration 20F: 3 clusters Score -2.542895e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -25429218.000000 Penalty: 6046.380859
	Iteration 21Q: 3 clusters Score -2.542922e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -25429308.000000 Penalty: 6046.380859
	Iteration 22Q: 3 clusters Score -2.542931e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182500 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -25429352.000000 Penalty: 6046.380859
	Iteration 23Q: 3 clusters Score -2.542935e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -25429236.000000 Penalty: 6046.380859
	Iteration 24Q: 3 clusters Score -2.542924e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -25429210.000000 Penalty: 6046.380859
	Iteration 25Q: 3 clusters Score -2.542921e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187111 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -25429186.000000 Penalty: 6046.380859
	Iteration 26Q: 3 clusters Score -2.542919e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188344 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -25429154.000000 Penalty: 6046.380859
	Iteration 27Q: 3 clusters Score -2.542915e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -25429098.000000 Penalty: 6046.380859
	Iteration 28Q: 3 clusters Score -2.54291e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190337 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -25429022.000000 Penalty: 6046.380859
	Iteration 29Q: 3 clusters Score -2.542902e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191152 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -25428916.000000 Penalty: 6046.380859
	Iteration 30Q: 3 clusters Score -2.542892e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25428806.000000 Penalty: 6046.380859
	Iteration 31Q: 3 clusters Score -2.542881e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192444 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -25428692.000000 Penalty: 6046.380859
	Iteration 32Q: 3 clusters Score -2.542869e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192930 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -25428660.000000 Penalty: 6046.380859
	Iteration 33Q: 3 clusters Score -2.542866e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193322 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -25428542.000000 Penalty: 6046.380859
	Iteration 34Q: 3 clusters Score -2.542854e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193649 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -25428442.000000 Penalty: 6046.380859
	Iteration 35Q: 3 clusters Score -2.542844e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193925 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -25428426.000000 Penalty: 6046.380859
	Iteration 36Q: 3 clusters Score -2.542843e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194157 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25428436.000000 Penalty: 6046.380859
	Iteration 37Q: 3 clusters Score -2.542844e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194359 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -25428416.000000 Penalty: 6046.380859
	Iteration 38Q: 3 clusters Score -2.542842e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -25428344.000000 Penalty: 6046.380859
	Iteration 39Q: 3 clusters Score -2.542834e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194696 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25428238.000000 Penalty: 6046.380859
	Iteration 40F: 3 clusters Score -2.542824e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194823 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -25428214.000000 Penalty: 6046.380859
	Iteration 41Q: 3 clusters Score -2.542821e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194942 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -25428180.000000 Penalty: 6046.380859
	Iteration 42Q: 3 clusters Score -2.542818e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195032 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -25428268.000000 Penalty: 6046.380859
	Iteration 43Q: 3 clusters Score -2.542827e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195127 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -25428258.000000 Penalty: 6046.380859
	Iteration 44Q: 3 clusters Score -2.542826e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195218 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -25428200.000000 Penalty: 6046.380859
	Iteration 45Q: 3 clusters Score -2.54282e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195299 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25428204.000000 Penalty: 6046.380859
	Iteration 46Q: 3 clusters Score -2.54282e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195366 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -25428166.000000 Penalty: 6046.380859
	Iteration 47Q: 3 clusters Score -2.542817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195415 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -25428172.000000 Penalty: 6046.380859
	Iteration 48Q: 3 clusters Score -2.542817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195455 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25428120.000000 Penalty: 6046.380859
	Iteration 49Q: 3 clusters Score -2.542812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195485 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -25428104.000000 Penalty: 6046.380859
	Iteration 50Q: 3 clusters Score -2.54281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195509 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -25428090.000000 Penalty: 6046.380859
	Iteration 51Q: 3 clusters Score -2.542809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195526 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -25428102.000000 Penalty: 6046.380859
	Iteration 52Q: 3 clusters Score -2.54281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -25428106.000000 Penalty: 6046.380859
	Iteration 53Q: 3 clusters Score -2.542811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -25428092.000000 Penalty: 6046.380859
	Iteration 54Q: 3 clusters Score -2.542809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -25428102.000000 Penalty: 6046.380859
	Iteration 55Q: 3 clusters Score -2.54281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195622 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -25428106.000000 Penalty: 6046.380859
	Iteration 56Q: 3 clusters Score -2.542811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195645 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -25428120.000000 Penalty: 6046.380859
	Iteration 57Q: 3 clusters Score -2.542812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -25428116.000000 Penalty: 6046.380859
	Iteration 58Q: 3 clusters Score -2.542812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195673 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -25428120.000000 Penalty: 6046.380859
	Iteration 59Q: 3 clusters Score -2.542812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -25428112.000000 Penalty: 6046.380859
	Iteration 60F: 3 clusters Score -2.542811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195702 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -25428084.000000 Penalty: 6046.380859
	Iteration 61Q: 3 clusters Score -2.542808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195719 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -25428074.000000 Penalty: 6046.380859
	Iteration 62Q: 3 clusters Score -2.542807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195733 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -25428080.000000 Penalty: 6046.380859
	Iteration 63Q: 3 clusters Score -2.542808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195754 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -25428090.000000 Penalty: 6046.380859
	Iteration 64Q: 3 clusters Score -2.542809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195770 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25428072.000000 Penalty: 6046.380859
	Iteration 65Q: 3 clusters Score -2.542807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195789 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25428058.000000 Penalty: 6046.380859
	Iteration 66Q: 3 clusters Score -2.542806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 67Q: 3 clusters Score -2.542805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25428070.000000 Penalty: 6046.380859
	Iteration 68Q: 3 clusters Score -2.542807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195840 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -25428058.000000 Penalty: 6046.380859
	Iteration 69Q: 3 clusters Score -2.542806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195854 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -25428054.000000 Penalty: 6046.380859
	Iteration 70Q: 3 clusters Score -2.542805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -25428056.000000 Penalty: 6046.380859
	Iteration 71Q: 3 clusters Score -2.542806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195875 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -25428050.000000 Penalty: 6046.380859
	Iteration 72Q: 3 clusters Score -2.542805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195886 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25428068.000000 Penalty: 6046.380859
	Iteration 73Q: 3 clusters Score -2.542807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195893 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -25428058.000000 Penalty: 6046.380859
	Iteration 74Q: 3 clusters Score -2.542806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -25428088.000000 Penalty: 6046.380859
	Iteration 75Q: 3 clusters Score -2.542809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195913 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25428084.000000 Penalty: 6046.380859
	Iteration 76Q: 3 clusters Score -2.542808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195922 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25428064.000000 Penalty: 6046.380859
	Iteration 77Q: 3 clusters Score -2.542806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -25428036.000000 Penalty: 6046.380859
	Iteration 78Q: 3 clusters Score -2.542804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195940 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -25428060.000000 Penalty: 6046.380859
	Iteration 79Q: 3 clusters Score -2.542806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 80F: 3 clusters Score -2.542805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 81Q: 3 clusters Score -2.542805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195955 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -25428068.000000 Penalty: 6046.380859
	Iteration 82Q: 3 clusters Score -2.542807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195963 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -25428050.000000 Penalty: 6046.380859
	Iteration 83Q: 3 clusters Score -2.542805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195974 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25428058.000000 Penalty: 6046.380859
	Iteration 84Q: 3 clusters Score -2.542806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195985 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 85Q: 3 clusters Score -2.542805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -25428024.000000 Penalty: 6046.380859
	Iteration 86Q: 3 clusters Score -2.542802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196003 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -25428046.000000 Penalty: 6046.380859
	Iteration 87Q: 3 clusters Score -2.542805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196011 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25428028.000000 Penalty: 6046.380859
	Iteration 88Q: 3 clusters Score -2.542803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -25428044.000000 Penalty: 6046.380859
	Iteration 89Q: 3 clusters Score -2.542804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196022 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25428042.000000 Penalty: 6046.380859
	Iteration 90Q: 3 clusters Score -2.542804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196025 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -25428038.000000 Penalty: 6046.380859
	Iteration 91Q: 3 clusters Score -2.542804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -25428038.000000 Penalty: 6046.380859
	Iteration 92Q: 3 clusters Score -2.542804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196029 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -25428044.000000 Penalty: 6046.380859
	Iteration 93Q: 3 clusters Score -2.542804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196030 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25428046.000000 Penalty: 6046.380859
	Iteration 94Q: 3 clusters Score -2.542805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196031 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 95Q: 3 clusters Score -2.542805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196031 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25428048.000000 Penalty: 6046.380859
	Iteration 96F: 3 clusters Score -2.542805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182609 members 
Entering Unmasked Estep 
Score: -23621620.000000 Penalty: 3004.545410
	Iteration 0F: 2 clusters Score -2.362162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -23502524.000000 Penalty: 6009.090820
	Iteration 0F: 3 clusters Score -2.350252e+07 nChanged 87680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -23554210.000000 Penalty: 6009.090820
	Iteration 1F: 3 clusters Score -2.355421e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -23555686.000000 Penalty: 6009.090820
	Iteration 2Q: 3 clusters Score -2.355569e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -23557652.000000 Penalty: 6009.090820
	Iteration 3Q: 3 clusters Score -2.355765e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -23560570.000000 Penalty: 6009.090820
	Iteration 4Q: 3 clusters Score -2.356057e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -23565506.000000 Penalty: 6009.090820
	Iteration 5Q: 3 clusters Score -2.356551e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -23572848.000000 Penalty: 6009.090820
	Iteration 6F: 3 clusters Score -2.357285e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -23582452.000000 Penalty: 6009.090820
	Iteration 7F: 3 clusters Score -2.358245e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -23592068.000000 Penalty: 6009.090820
	Iteration 8F: 3 clusters Score -2.359207e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -23597406.000000 Penalty: 6009.090820
	Iteration 9F: 3 clusters Score -2.359741e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -23599590.000000 Penalty: 6009.090820
	Iteration 10Q: 3 clusters Score -2.359959e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -23600492.000000 Penalty: 6009.090820
	Iteration 11Q: 3 clusters Score -2.360049e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -23600934.000000 Penalty: 6009.090820
	Iteration 12Q: 3 clusters Score -2.360093e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -23601402.000000 Penalty: 6009.090820
	Iteration 13Q: 3 clusters Score -2.36014e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -23601944.000000 Penalty: 6009.090820
	Iteration 14Q: 3 clusters Score -2.360194e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -23602248.000000 Penalty: 6009.090820
	Iteration 15Q: 3 clusters Score -2.360225e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -23602956.000000 Penalty: 6009.090820
	Iteration 16Q: 3 clusters Score -2.360296e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -23603524.000000 Penalty: 6009.090820
	Iteration 17Q: 3 clusters Score -2.360352e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -23604060.000000 Penalty: 6009.090820
	Iteration 18Q: 3 clusters Score -2.360406e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -23604342.000000 Penalty: 6009.090820
	Iteration 19Q: 3 clusters Score -2.360434e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -23604768.000000 Penalty: 6009.090820
	Iteration 20F: 3 clusters Score -2.360477e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -23605052.000000 Penalty: 6009.090820
	Iteration 21Q: 3 clusters Score -2.360505e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -23605466.000000 Penalty: 6009.090820
	Iteration 22Q: 3 clusters Score -2.360547e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -23605672.000000 Penalty: 6009.090820
	Iteration 23Q: 3 clusters Score -2.360567e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -23605840.000000 Penalty: 6009.090820
	Iteration 24Q: 3 clusters Score -2.360584e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -23605866.000000 Penalty: 6009.090820
	Iteration 25Q: 3 clusters Score -2.360587e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -23606016.000000 Penalty: 6009.090820
	Iteration 26Q: 3 clusters Score -2.360602e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -23606122.000000 Penalty: 6009.090820
	Iteration 27Q: 3 clusters Score -2.360612e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -23606176.000000 Penalty: 6009.090820
	Iteration 28Q: 3 clusters Score -2.360618e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -23606348.000000 Penalty: 6009.090820
	Iteration 29Q: 3 clusters Score -2.360635e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -23606482.000000 Penalty: 6009.090820
	Iteration 30Q: 3 clusters Score -2.360648e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -23606598.000000 Penalty: 6009.090820
	Iteration 31Q: 3 clusters Score -2.36066e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -23606680.000000 Penalty: 6009.090820
	Iteration 32Q: 3 clusters Score -2.360668e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -23606698.000000 Penalty: 6009.090820
	Iteration 33Q: 3 clusters Score -2.36067e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -23606678.000000 Penalty: 6009.090820
	Iteration 34Q: 3 clusters Score -2.360668e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -23606722.000000 Penalty: 6009.090820
	Iteration 35Q: 3 clusters Score -2.360672e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -23606844.000000 Penalty: 6009.090820
	Iteration 36Q: 3 clusters Score -2.360684e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -23606940.000000 Penalty: 6009.090820
	Iteration 37Q: 3 clusters Score -2.360694e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -23606920.000000 Penalty: 6009.090820
	Iteration 38Q: 3 clusters Score -2.360692e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -23606940.000000 Penalty: 6009.090820
	Iteration 39Q: 3 clusters Score -2.360694e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -23606960.000000 Penalty: 6009.090820
	Iteration 40F: 3 clusters Score -2.360696e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -23606952.000000 Penalty: 6009.090820
	Iteration 41Q: 3 clusters Score -2.360695e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -23607010.000000 Penalty: 6009.090820
	Iteration 42Q: 3 clusters Score -2.360701e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -23606994.000000 Penalty: 6009.090820
	Iteration 43Q: 3 clusters Score -2.360699e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -23607040.000000 Penalty: 6009.090820
	Iteration 44Q: 3 clusters Score -2.360704e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -23607050.000000 Penalty: 6009.090820
	Iteration 45Q: 3 clusters Score -2.360705e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -23607072.000000 Penalty: 6009.090820
	Iteration 46Q: 3 clusters Score -2.360707e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -23607064.000000 Penalty: 6009.090820
	Iteration 47Q: 3 clusters Score -2.360706e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -23607044.000000 Penalty: 6009.090820
	Iteration 48Q: 3 clusters Score -2.360704e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 110576 members 
Entering Unmasked Estep 
Score: -23607056.000000 Penalty: 6009.090820
	Iteration 49Q: 3 clusters Score -2.360706e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -23607102.000000 Penalty: 6009.090820
	Iteration 50Q: 3 clusters Score -2.36071e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -23607140.000000 Penalty: 6009.090820
	Iteration 51Q: 3 clusters Score -2.360714e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -23607178.000000 Penalty: 6009.090820
	Iteration 52Q: 3 clusters Score -2.360718e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -23607226.000000 Penalty: 6009.090820
	Iteration 53Q: 3 clusters Score -2.360723e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 112578 members 
Entering Unmasked Estep 
Score: -23607230.000000 Penalty: 6009.090820
	Iteration 54Q: 3 clusters Score -2.360723e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -23607338.000000 Penalty: 6009.090820
	Iteration 55Q: 3 clusters Score -2.360734e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 113197 members 
Entering Unmasked Estep 
Score: -23607364.000000 Penalty: 6009.090820
	Iteration 56Q: 3 clusters Score -2.360736e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -23607358.000000 Penalty: 6009.090820
	Iteration 57Q: 3 clusters Score -2.360736e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -23607398.000000 Penalty: 6009.090820
	Iteration 58Q: 3 clusters Score -2.36074e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -23607430.000000 Penalty: 6009.090820
	Iteration 59Q: 3 clusters Score -2.360743e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -23607470.000000 Penalty: 6009.090820
	Iteration 60F: 3 clusters Score -2.360747e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -23607536.000000 Penalty: 6009.090820
	Iteration 61Q: 3 clusters Score -2.360754e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -23607568.000000 Penalty: 6009.090820
	Iteration 62Q: 3 clusters Score -2.360757e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -23607578.000000 Penalty: 6009.090820
	Iteration 63Q: 3 clusters Score -2.360758e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -23607652.000000 Penalty: 6009.090820
	Iteration 64Q: 3 clusters Score -2.360765e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 116104 members 
Entering Unmasked Estep 
Score: -23607734.000000 Penalty: 6009.090820
	Iteration 65Q: 3 clusters Score -2.360773e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -23607790.000000 Penalty: 6009.090820
	Iteration 66Q: 3 clusters Score -2.360779e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -23607784.000000 Penalty: 6009.090820
	Iteration 67Q: 3 clusters Score -2.360778e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -23607776.000000 Penalty: 6009.090820
	Iteration 68Q: 3 clusters Score -2.360778e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 117672 members 
Entering Unmasked Estep 
Score: -23607782.000000 Penalty: 6009.090820
	Iteration 69Q: 3 clusters Score -2.360778e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -23607822.000000 Penalty: 6009.090820
	Iteration 70Q: 3 clusters Score -2.360782e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -23607874.000000 Penalty: 6009.090820
	Iteration 71Q: 3 clusters Score -2.360787e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 118944 members 
Entering Unmasked Estep 
Score: -23607800.000000 Penalty: 6009.090820
	Iteration 72Q: 3 clusters Score -2.36078e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -23607860.000000 Penalty: 6009.090820
	Iteration 73Q: 3 clusters Score -2.360786e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 119829 members 
Entering Unmasked Estep 
Score: -23607946.000000 Penalty: 6009.090820
	Iteration 74Q: 3 clusters Score -2.360795e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -23607948.000000 Penalty: 6009.090820
	Iteration 75Q: 3 clusters Score -2.360795e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -23608014.000000 Penalty: 6009.090820
	Iteration 76Q: 3 clusters Score -2.360801e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -23608042.000000 Penalty: 6009.090820
	Iteration 77Q: 3 clusters Score -2.360804e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -23608086.000000 Penalty: 6009.090820
	Iteration 78Q: 3 clusters Score -2.360809e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -23608130.000000 Penalty: 6009.090820
	Iteration 79Q: 3 clusters Score -2.360813e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -23608272.000000 Penalty: 6009.090820
	Iteration 80F: 3 clusters Score -2.360827e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -23608390.000000 Penalty: 6009.090820
	Iteration 81Q: 3 clusters Score -2.360839e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -23608588.000000 Penalty: 6009.090820
	Iteration 82Q: 3 clusters Score -2.360859e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -23608690.000000 Penalty: 6009.090820
	Iteration 83Q: 3 clusters Score -2.360869e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -23608842.000000 Penalty: 6009.090820
	Iteration 84Q: 3 clusters Score -2.360884e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -23608998.000000 Penalty: 6009.090820
	Iteration 85Q: 3 clusters Score -2.3609e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 127640 members 
Entering Unmasked Estep 
Score: -23609192.000000 Penalty: 6009.090820
	Iteration 86Q: 3 clusters Score -2.360919e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -23609398.000000 Penalty: 6009.090820
	Iteration 87Q: 3 clusters Score -2.36094e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -23609528.000000 Penalty: 6009.090820
	Iteration 88Q: 3 clusters Score -2.360953e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 130535 members 
Entering Unmasked Estep 
Score: -23609692.000000 Penalty: 6009.090820
	Iteration 89Q: 3 clusters Score -2.360969e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -23609860.000000 Penalty: 6009.090820
	Iteration 90Q: 3 clusters Score -2.360986e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 132686 members 
Entering Unmasked Estep 
Score: -23610068.000000 Penalty: 6009.090820
	Iteration 91Q: 3 clusters Score -2.361007e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -23610284.000000 Penalty: 6009.090820
	Iteration 92Q: 3 clusters Score -2.361028e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 134926 members 
Entering Unmasked Estep 
Score: -23610396.000000 Penalty: 6009.090820
	Iteration 93Q: 3 clusters Score -2.36104e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -23610650.000000 Penalty: 6009.090820
	Iteration 94Q: 3 clusters Score -2.361065e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 137273 members 
Entering Unmasked Estep 
Score: -23610930.000000 Penalty: 6009.090820
	Iteration 95Q: 3 clusters Score -2.361093e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 138502 members 
Entering Unmasked Estep 
Score: -23611126.000000 Penalty: 6009.090820
	Iteration 96Q: 3 clusters Score -2.361113e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 139725 members 
Entering Unmasked Estep 
Score: -23611320.000000 Penalty: 6009.090820
	Iteration 97Q: 3 clusters Score -2.361132e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 141064 members 
Entering Unmasked Estep 
Score: -23611556.000000 Penalty: 6009.090820
	Iteration 98Q: 3 clusters Score -2.361156e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -23611806.000000 Penalty: 6009.090820
	Iteration 99Q: 3 clusters Score -2.361181e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -23612140.000000 Penalty: 6009.090820
	Iteration 100F: 3 clusters Score -2.361214e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -23612412.000000 Penalty: 6009.090820
	Iteration 101Q: 3 clusters Score -2.361241e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 146841 members 
Entering Unmasked Estep 
Score: -23612682.000000 Penalty: 6009.090820
	Iteration 102Q: 3 clusters Score -2.361268e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -23613002.000000 Penalty: 6009.090820
	Iteration 103Q: 3 clusters Score -2.3613e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 150129 members 
Entering Unmasked Estep 
Score: -23613378.000000 Penalty: 6009.090820
	Iteration 104Q: 3 clusters Score -2.361338e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 151820 members 
Entering Unmasked Estep 
Score: -23613742.000000 Penalty: 6009.090820
	Iteration 105Q: 3 clusters Score -2.361374e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -23614134.000000 Penalty: 6009.090820
	Iteration 106Q: 3 clusters Score -2.361413e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -23614526.000000 Penalty: 6009.090820
	Iteration 107Q: 3 clusters Score -2.361453e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -23614858.000000 Penalty: 6009.090820
	Iteration 108Q: 3 clusters Score -2.361486e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 158321 members 
Entering Unmasked Estep 
Score: -23615302.000000 Penalty: 6009.090820
	Iteration 109Q: 3 clusters Score -2.36153e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -23615628.000000 Penalty: 6009.090820
	Iteration 110Q: 3 clusters Score -2.361563e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -23615968.000000 Penalty: 6009.090820
	Iteration 111Q: 3 clusters Score -2.361597e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -23616468.000000 Penalty: 6009.090820
	Iteration 112Q: 3 clusters Score -2.361647e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -23617018.000000 Penalty: 6009.090820
	Iteration 113Q: 3 clusters Score -2.361702e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -23617480.000000 Penalty: 6009.090820
	Iteration 114Q: 3 clusters Score -2.361748e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -23618034.000000 Penalty: 6009.090820
	Iteration 115Q: 3 clusters Score -2.361803e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -23618456.000000 Penalty: 6009.090820
	Iteration 116Q: 3 clusters Score -2.361846e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -23618798.000000 Penalty: 6009.090820
	Iteration 117Q: 3 clusters Score -2.36188e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -23619046.000000 Penalty: 6009.090820
	Iteration 118Q: 3 clusters Score -2.361905e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -23619380.000000 Penalty: 6009.090820
	Iteration 119Q: 3 clusters Score -2.361938e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -23619662.000000 Penalty: 6009.090820
	Iteration 120F: 3 clusters Score -2.361966e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -23619816.000000 Penalty: 6009.090820
	Iteration 121Q: 3 clusters Score -2.361982e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 176250 members 
Entering Unmasked Estep 
Score: -23619970.000000 Penalty: 6009.090820
	Iteration 122Q: 3 clusters Score -2.361997e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 176973 members 
Entering Unmasked Estep 
Score: -23620096.000000 Penalty: 6009.090820
	Iteration 123Q: 3 clusters Score -2.36201e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -23620166.000000 Penalty: 6009.090820
	Iteration 124Q: 3 clusters Score -2.362017e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 178075 members 
Entering Unmasked Estep 
Score: -23620256.000000 Penalty: 6009.090820
	Iteration 125Q: 3 clusters Score -2.362026e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -23620312.000000 Penalty: 6009.090820
	Iteration 126Q: 3 clusters Score -2.362031e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -23620364.000000 Penalty: 6009.090820
	Iteration 127Q: 3 clusters Score -2.362036e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 179041 members 
Entering Unmasked Estep 
Score: -23620406.000000 Penalty: 6009.090820
	Iteration 128Q: 3 clusters Score -2.362041e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -23620412.000000 Penalty: 6009.090820
	Iteration 129Q: 3 clusters Score -2.362041e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -23620440.000000 Penalty: 6009.090820
	Iteration 130Q: 3 clusters Score -2.362044e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 179590 members 
Entering Unmasked Estep 
Score: -23620450.000000 Penalty: 6009.090820
	Iteration 131Q: 3 clusters Score -2.362045e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -23620474.000000 Penalty: 6009.090820
	Iteration 132Q: 3 clusters Score -2.362047e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 179840 members 
Entering Unmasked Estep 
Score: -23620454.000000 Penalty: 6009.090820
	Iteration 133Q: 3 clusters Score -2.362045e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -23620464.000000 Penalty: 6009.090820
	Iteration 134Q: 3 clusters Score -2.362046e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -23620412.000000 Penalty: 6009.090820
	Iteration 135Q: 3 clusters Score -2.362041e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 180085 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 6009.090820
	Iteration 136Q: 3 clusters Score -2.362043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -23620460.000000 Penalty: 6009.090820
	Iteration 137Q: 3 clusters Score -2.362046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -23620472.000000 Penalty: 6009.090820
	Iteration 138Q: 3 clusters Score -2.362047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 180238 members 
Entering Unmasked Estep 
Score: -23620442.000000 Penalty: 6009.090820
	Iteration 139Q: 3 clusters Score -2.362044e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -23620470.000000 Penalty: 6009.090820
	Iteration 140F: 3 clusters Score -2.362047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -23620466.000000 Penalty: 6009.090820
	Iteration 141Q: 3 clusters Score -2.362047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -23620482.000000 Penalty: 6009.090820
	Iteration 142Q: 3 clusters Score -2.362048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -23620466.000000 Penalty: 6009.090820
	Iteration 143Q: 3 clusters Score -2.362047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -23620484.000000 Penalty: 6009.090820
	Iteration 144Q: 3 clusters Score -2.362048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -23620480.000000 Penalty: 6009.090820
	Iteration 145Q: 3 clusters Score -2.362048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -23620462.000000 Penalty: 6009.090820
	Iteration 146Q: 3 clusters Score -2.362046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 180425 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 6009.090820
	Iteration 147Q: 3 clusters Score -2.362043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 180436 members 
Entering Unmasked Estep 
Score: -23620438.000000 Penalty: 6009.090820
	Iteration 148Q: 3 clusters Score -2.362044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -23620442.000000 Penalty: 6009.090820
	Iteration 149Q: 3 clusters Score -2.362044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 180450 members 
Entering Unmasked Estep 
Score: -23620446.000000 Penalty: 6009.090820
	Iteration 150Q: 3 clusters Score -2.362045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -23620420.000000 Penalty: 6009.090820
	Iteration 151Q: 3 clusters Score -2.362042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 180458 members 
Entering Unmasked Estep 
Score: -23620430.000000 Penalty: 6009.090820
	Iteration 152Q: 3 clusters Score -2.362043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -23620430.000000 Penalty: 6009.090820
	Iteration 153Q: 3 clusters Score -2.362043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 180475 members 
Entering Unmasked Estep 
Score: -23620436.000000 Penalty: 6009.090820
	Iteration 154Q: 3 clusters Score -2.362044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -23620432.000000 Penalty: 6009.090820
	Iteration 155Q: 3 clusters Score -2.362043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 6009.090820
	Iteration 156Q: 3 clusters Score -2.362043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -23620410.000000 Penalty: 6009.090820
	Iteration 157Q: 3 clusters Score -2.362041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -23620404.000000 Penalty: 6009.090820
	Iteration 158Q: 3 clusters Score -2.36204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -23620400.000000 Penalty: 6009.090820
	Iteration 159Q: 3 clusters Score -2.36204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -23620402.000000 Penalty: 6009.090820
	Iteration 160F: 3 clusters Score -2.36204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -23620398.000000 Penalty: 6009.090820
	Iteration 161Q: 3 clusters Score -2.36204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -23620392.000000 Penalty: 6009.090820
	Iteration 162Q: 3 clusters Score -2.362039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 180523 members 
Entering Unmasked Estep 
Score: -23620406.000000 Penalty: 6009.090820
	Iteration 163Q: 3 clusters Score -2.362041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 180525 members 
Entering Unmasked Estep 
Score: -23620404.000000 Penalty: 6009.090820
	Iteration 164Q: 3 clusters Score -2.36204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 180525 members 
Entering Unmasked Estep 
Score: -23620404.000000 Penalty: 6009.090820
	Iteration 165F: 3 clusters Score -2.36204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196863 members 
Entering Unmasked Estep 
Score: -25465472.000000 Penalty: 3023.185303
	Iteration 0F: 2 clusters Score -2.546547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -25338624.000000 Penalty: 6046.370605
	Iteration 0F: 3 clusters Score -2.533862e+07 nChanged 94763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -25394450.000000 Penalty: 6046.370605
	Iteration 1F: 3 clusters Score -2.539445e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -25395674.000000 Penalty: 6046.370605
	Iteration 2Q: 3 clusters Score -2.539567e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -25397306.000000 Penalty: 6046.370605
	Iteration 3Q: 3 clusters Score -2.539731e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -25400182.000000 Penalty: 6046.370605
	Iteration 4Q: 3 clusters Score -2.540018e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -25404446.000000 Penalty: 6046.370605
	Iteration 5Q: 3 clusters Score -2.540445e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -25411360.000000 Penalty: 6046.370605
	Iteration 6F: 3 clusters Score -2.541136e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -25420258.000000 Penalty: 6046.370605
	Iteration 7F: 3 clusters Score -2.542026e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -25430568.000000 Penalty: 6046.370605
	Iteration 8F: 3 clusters Score -2.543057e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 109038 members 
Entering Unmasked Estep 
Score: -25438128.000000 Penalty: 6046.370605
	Iteration 9F: 3 clusters Score -2.543813e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -25441586.000000 Penalty: 6046.370605
	Iteration 10Q: 3 clusters Score -2.544159e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -25442914.000000 Penalty: 6046.370605
	Iteration 11Q: 3 clusters Score -2.544291e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 112823 members 
Entering Unmasked Estep 
Score: -25443604.000000 Penalty: 6046.370605
	Iteration 12Q: 3 clusters Score -2.54436e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -25444468.000000 Penalty: 6046.370605
	Iteration 13Q: 3 clusters Score -2.544447e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -25445070.000000 Penalty: 6046.370605
	Iteration 14Q: 3 clusters Score -2.544507e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -25445858.000000 Penalty: 6046.370605
	Iteration 15Q: 3 clusters Score -2.544586e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -25446532.000000 Penalty: 6046.370605
	Iteration 16Q: 3 clusters Score -2.544653e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 119915 members 
Entering Unmasked Estep 
Score: -25447220.000000 Penalty: 6046.370605
	Iteration 17Q: 3 clusters Score -2.544722e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 121474 members 
Entering Unmasked Estep 
Score: -25447960.000000 Penalty: 6046.370605
	Iteration 18Q: 3 clusters Score -2.544796e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -25448642.000000 Penalty: 6046.370605
	Iteration 19Q: 3 clusters Score -2.544864e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -25449242.000000 Penalty: 6046.370605
	Iteration 20F: 3 clusters Score -2.544924e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 125566 members 
Entering Unmasked Estep 
Score: -25449810.000000 Penalty: 6046.370605
	Iteration 21Q: 3 clusters Score -2.544981e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -25450178.000000 Penalty: 6046.370605
	Iteration 22Q: 3 clusters Score -2.545018e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -25450486.000000 Penalty: 6046.370605
	Iteration 23Q: 3 clusters Score -2.545049e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -25450820.000000 Penalty: 6046.370605
	Iteration 24Q: 3 clusters Score -2.545082e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -25451184.000000 Penalty: 6046.370605
	Iteration 25Q: 3 clusters Score -2.545118e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -25451360.000000 Penalty: 6046.370605
	Iteration 26Q: 3 clusters Score -2.545136e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -25451726.000000 Penalty: 6046.370605
	Iteration 27Q: 3 clusters Score -2.545173e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -25451978.000000 Penalty: 6046.370605
	Iteration 28Q: 3 clusters Score -2.545198e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -25452294.000000 Penalty: 6046.370605
	Iteration 29Q: 3 clusters Score -2.545229e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -25452596.000000 Penalty: 6046.370605
	Iteration 30Q: 3 clusters Score -2.54526e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -25452940.000000 Penalty: 6046.370605
	Iteration 31Q: 3 clusters Score -2.545294e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -25453246.000000 Penalty: 6046.370605
	Iteration 32Q: 3 clusters Score -2.545325e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 141474 members 
Entering Unmasked Estep 
Score: -25453534.000000 Penalty: 6046.370605
	Iteration 33Q: 3 clusters Score -2.545353e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -25453670.000000 Penalty: 6046.370605
	Iteration 34Q: 3 clusters Score -2.545367e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 144373 members 
Entering Unmasked Estep 
Score: -25453920.000000 Penalty: 6046.370605
	Iteration 35Q: 3 clusters Score -2.545392e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -25454214.000000 Penalty: 6046.370605
	Iteration 36Q: 3 clusters Score -2.545421e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 147317 members 
Entering Unmasked Estep 
Score: -25454596.000000 Penalty: 6046.370605
	Iteration 37Q: 3 clusters Score -2.54546e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -25454972.000000 Penalty: 6046.370605
	Iteration 38Q: 3 clusters Score -2.545497e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -25455328.000000 Penalty: 6046.370605
	Iteration 39Q: 3 clusters Score -2.545533e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -25455640.000000 Penalty: 6046.370605
	Iteration 40F: 3 clusters Score -2.545564e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -25455994.000000 Penalty: 6046.370605
	Iteration 41Q: 3 clusters Score -2.545599e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -25456498.000000 Penalty: 6046.370605
	Iteration 42Q: 3 clusters Score -2.54565e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -25456882.000000 Penalty: 6046.370605
	Iteration 43Q: 3 clusters Score -2.545688e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -25457434.000000 Penalty: 6046.370605
	Iteration 44Q: 3 clusters Score -2.545743e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -25457860.000000 Penalty: 6046.370605
	Iteration 45Q: 3 clusters Score -2.545786e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 162564 members 
Entering Unmasked Estep 
Score: -25458310.000000 Penalty: 6046.370605
	Iteration 46Q: 3 clusters Score -2.545831e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -25458862.000000 Penalty: 6046.370605
	Iteration 47Q: 3 clusters Score -2.545886e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -25459604.000000 Penalty: 6046.370605
	Iteration 48Q: 3 clusters Score -2.54596e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -25460092.000000 Penalty: 6046.370605
	Iteration 49Q: 3 clusters Score -2.546009e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -25460524.000000 Penalty: 6046.370605
	Iteration 50Q: 3 clusters Score -2.546052e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -25461118.000000 Penalty: 6046.370605
	Iteration 51Q: 3 clusters Score -2.546112e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -25461546.000000 Penalty: 6046.370605
	Iteration 52Q: 3 clusters Score -2.546155e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -25462082.000000 Penalty: 6046.370605
	Iteration 53Q: 3 clusters Score -2.546208e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 179340 members 
Entering Unmasked Estep 
Score: -25462660.000000 Penalty: 6046.370605
	Iteration 54Q: 3 clusters Score -2.546266e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 181370 members 
Entering Unmasked Estep 
Score: -25463036.000000 Penalty: 6046.370605
	Iteration 55Q: 3 clusters Score -2.546304e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 183244 members 
Entering Unmasked Estep 
Score: -25463494.000000 Penalty: 6046.370605
	Iteration 56Q: 3 clusters Score -2.546349e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 184977 members 
Entering Unmasked Estep 
Score: -25463816.000000 Penalty: 6046.370605
	Iteration 57Q: 3 clusters Score -2.546382e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 186457 members 
Entering Unmasked Estep 
Score: -25463886.000000 Penalty: 6046.370605
	Iteration 58Q: 3 clusters Score -2.546389e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 187734 members 
Entering Unmasked Estep 
Score: -25464046.000000 Penalty: 6046.370605
	Iteration 59Q: 3 clusters Score -2.546405e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 188790 members 
Entering Unmasked Estep 
Score: -25464180.000000 Penalty: 6046.370605
	Iteration 60F: 3 clusters Score -2.546418e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -25464260.000000 Penalty: 6046.370605
	Iteration 61Q: 3 clusters Score -2.546426e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 190451 members 
Entering Unmasked Estep 
Score: -25464282.000000 Penalty: 6046.370605
	Iteration 62Q: 3 clusters Score -2.546428e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 191053 members 
Entering Unmasked Estep 
Score: -25464262.000000 Penalty: 6046.370605
	Iteration 63Q: 3 clusters Score -2.546426e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 191566 members 
Entering Unmasked Estep 
Score: -25464252.000000 Penalty: 6046.370605
	Iteration 64Q: 3 clusters Score -2.546425e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 191962 members 
Entering Unmasked Estep 
Score: -25464230.000000 Penalty: 6046.370605
	Iteration 65Q: 3 clusters Score -2.546423e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 192324 members 
Entering Unmasked Estep 
Score: -25464270.000000 Penalty: 6046.370605
	Iteration 66Q: 3 clusters Score -2.546427e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 192649 members 
Entering Unmasked Estep 
Score: -25464288.000000 Penalty: 6046.370605
	Iteration 67Q: 3 clusters Score -2.546429e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -25464234.000000 Penalty: 6046.370605
	Iteration 68Q: 3 clusters Score -2.546423e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 193179 members 
Entering Unmasked Estep 
Score: -25464282.000000 Penalty: 6046.370605
	Iteration 69Q: 3 clusters Score -2.546428e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 193381 members 
Entering Unmasked Estep 
Score: -25464232.000000 Penalty: 6046.370605
	Iteration 70Q: 3 clusters Score -2.546423e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -25464180.000000 Penalty: 6046.370605
	Iteration 71Q: 3 clusters Score -2.546418e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -25464112.000000 Penalty: 6046.370605
	Iteration 72Q: 3 clusters Score -2.546411e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 193842 members 
Entering Unmasked Estep 
Score: -25464076.000000 Penalty: 6046.370605
	Iteration 73Q: 3 clusters Score -2.546408e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 193959 members 
Entering Unmasked Estep 
Score: -25464066.000000 Penalty: 6046.370605
	Iteration 74Q: 3 clusters Score -2.546407e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 194060 members 
Entering Unmasked Estep 
Score: -25464044.000000 Penalty: 6046.370605
	Iteration 75Q: 3 clusters Score -2.546404e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 194158 members 
Entering Unmasked Estep 
Score: -25464022.000000 Penalty: 6046.370605
	Iteration 76Q: 3 clusters Score -2.546402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 194240 members 
Entering Unmasked Estep 
Score: -25464022.000000 Penalty: 6046.370605
	Iteration 77Q: 3 clusters Score -2.546402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -25463984.000000 Penalty: 6046.370605
	Iteration 78Q: 3 clusters Score -2.546398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 194348 members 
Entering Unmasked Estep 
Score: -25463994.000000 Penalty: 6046.370605
	Iteration 79Q: 3 clusters Score -2.546399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -25463952.000000 Penalty: 6046.370605
	Iteration 80F: 3 clusters Score -2.546395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 194415 members 
Entering Unmasked Estep 
Score: -25463966.000000 Penalty: 6046.370605
	Iteration 81Q: 3 clusters Score -2.546397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 194444 members 
Entering Unmasked Estep 
Score: -25463974.000000 Penalty: 6046.370605
	Iteration 82Q: 3 clusters Score -2.546397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 194468 members 
Entering Unmasked Estep 
Score: -25463988.000000 Penalty: 6046.370605
	Iteration 83Q: 3 clusters Score -2.546399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 194495 members 
Entering Unmasked Estep 
Score: -25464012.000000 Penalty: 6046.370605
	Iteration 84Q: 3 clusters Score -2.546401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -25463982.000000 Penalty: 6046.370605
	Iteration 85Q: 3 clusters Score -2.546398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 194541 members 
Entering Unmasked Estep 
Score: -25463978.000000 Penalty: 6046.370605
	Iteration 86Q: 3 clusters Score -2.546398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 194557 members 
Entering Unmasked Estep 
Score: -25463974.000000 Penalty: 6046.370605
	Iteration 87Q: 3 clusters Score -2.546397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 194574 members 
Entering Unmasked Estep 
Score: -25463980.000000 Penalty: 6046.370605
	Iteration 88Q: 3 clusters Score -2.546398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -25463978.000000 Penalty: 6046.370605
	Iteration 89Q: 3 clusters Score -2.546398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -25463976.000000 Penalty: 6046.370605
	Iteration 90Q: 3 clusters Score -2.546398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 194612 members 
Entering Unmasked Estep 
Score: -25463968.000000 Penalty: 6046.370605
	Iteration 91Q: 3 clusters Score -2.546397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 194617 members 
Entering Unmasked Estep 
Score: -25463964.000000 Penalty: 6046.370605
	Iteration 92Q: 3 clusters Score -2.546396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 194624 members 
Entering Unmasked Estep 
Score: -25463964.000000 Penalty: 6046.370605
	Iteration 93Q: 3 clusters Score -2.546396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 194629 members 
Entering Unmasked Estep 
Score: -25463970.000000 Penalty: 6046.370605
	Iteration 94Q: 3 clusters Score -2.546397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -25463968.000000 Penalty: 6046.370605
	Iteration 95Q: 3 clusters Score -2.546397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 194642 members 
Entering Unmasked Estep 
Score: -25463980.000000 Penalty: 6046.370605
	Iteration 96Q: 3 clusters Score -2.546398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -25463954.000000 Penalty: 6046.370605
	Iteration 97Q: 3 clusters Score -2.546395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 194654 members 
Entering Unmasked Estep 
Score: -25463958.000000 Penalty: 6046.370605
	Iteration 98Q: 3 clusters Score -2.546396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -25463958.000000 Penalty: 6046.370605
	Iteration 99Q: 3 clusters Score -2.546396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -25463966.000000 Penalty: 6046.370605
	Iteration 100F: 3 clusters Score -2.546397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -25463960.000000 Penalty: 6046.370605
	Iteration 101Q: 3 clusters Score -2.546396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 194687 members 
Entering Unmasked Estep 
Score: -25463958.000000 Penalty: 6046.370605
	Iteration 102Q: 3 clusters Score -2.546396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 194696 members 
Entering Unmasked Estep 
Score: -25463956.000000 Penalty: 6046.370605
	Iteration 103Q: 3 clusters Score -2.546396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 194706 members 
Entering Unmasked Estep 
Score: -25463950.000000 Penalty: 6046.370605
	Iteration 104Q: 3 clusters Score -2.546395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 194715 members 
Entering Unmasked Estep 
Score: -25463956.000000 Penalty: 6046.370605
	Iteration 105Q: 3 clusters Score -2.546396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 194718 members 
Entering Unmasked Estep 
Score: -25463950.000000 Penalty: 6046.370605
	Iteration 106Q: 3 clusters Score -2.546395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 194721 members 
Entering Unmasked Estep 
Score: -25463962.000000 Penalty: 6046.370605
	Iteration 107Q: 3 clusters Score -2.546396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -25463956.000000 Penalty: 6046.370605
	Iteration 108Q: 3 clusters Score -2.546396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 194735 members 
Entering Unmasked Estep 
Score: -25463966.000000 Penalty: 6046.370605
	Iteration 109Q: 3 clusters Score -2.546397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 194742 members 
Entering Unmasked Estep 
Score: -25463970.000000 Penalty: 6046.370605
	Iteration 110Q: 3 clusters Score -2.546397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 194749 members 
Entering Unmasked Estep 
Score: -25463960.000000 Penalty: 6046.370605
	Iteration 111Q: 3 clusters Score -2.546396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -25463964.000000 Penalty: 6046.370605
	Iteration 112Q: 3 clusters Score -2.546396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 194758 members 
Entering Unmasked Estep 
Score: -25463970.000000 Penalty: 6046.370605
	Iteration 113Q: 3 clusters Score -2.546397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -25463958.000000 Penalty: 6046.370605
	Iteration 114Q: 3 clusters Score -2.546396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 194774 members 
Entering Unmasked Estep 
Score: -25463968.000000 Penalty: 6046.370605
	Iteration 115Q: 3 clusters Score -2.546397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 194778 members 
Entering Unmasked Estep 
Score: -25463960.000000 Penalty: 6046.370605
	Iteration 116Q: 3 clusters Score -2.546396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 194780 members 
Entering Unmasked Estep 
Score: -25463960.000000 Penalty: 6046.370605
	Iteration 117Q: 3 clusters Score -2.546396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 194781 members 
Entering Unmasked Estep 
Score: -25463954.000000 Penalty: 6046.370605
	Iteration 118Q: 3 clusters Score -2.546395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -25463948.000000 Penalty: 6046.370605
	Iteration 119Q: 3 clusters Score -2.546395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -25463948.000000 Penalty: 6046.370605
	Iteration 120F: 3 clusters Score -2.546395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -42433.316406 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -42433.32 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 174 members 
Entering Unmasked Estep 
Score: -41053.367188 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -41053.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41193.382812 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -41193.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41227.113281 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -41227.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41244.257812 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -41244.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41249.781250 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -41249.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41249.781250 Penalty: 2919.507568
	Iteration 5F: 3 clusters Score -41249.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -790781.125000 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -790781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -785345.750000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -785345.8 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -786727.562500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -786727.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -787070.875000 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -787070.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -787362.812500 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -787362.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -787617.000000 Penalty: 4352.596191
	Iteration 4F: 3 clusters Score -787617 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -787868.437500 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -787868.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -788125.625000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -788125.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -788339.937500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -788339.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -788534.937500 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -788534.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -788664.250000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -788664.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -788756.312500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -788756.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -788799.312500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -788799.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -788830.375000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -788830.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -788852.875000 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -788852.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -788869.125000 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -788869.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -788888.000000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -788888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -788903.875000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -788903.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -788916.125000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -788916.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -788926.687500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -788926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -788933.812500 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -788933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -788940.687500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -788940.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -788951.437500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -788951.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -788959.437500 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -788959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -788964.437500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -788964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -788968.812500 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -788968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -788971.562500 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -788971.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -788976.312500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -788976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -788976.750000 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -788976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -788979.875000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -788979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -788979.562500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -788979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -788979.250000 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -788979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -788979.687500 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -788979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -788979.062500 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -788979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -788979.062500 Penalty: 4352.596191
	Iteration 33F: 3 clusters Score -788979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Entering Unmasked Estep 
Score: -21616046.000000 Penalty: 2983.008789
	Iteration 0F: 2 clusters Score -2.161605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -21508374.000000 Penalty: 5966.017578
	Iteration 0F: 3 clusters Score -2.150837e+07 nChanged 80151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -21555008.000000 Penalty: 5966.017578
	Iteration 1F: 3 clusters Score -2.155501e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -21556538.000000 Penalty: 5966.017578
	Iteration 2Q: 3 clusters Score -2.155654e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -21559230.000000 Penalty: 5966.017578
	Iteration 3Q: 3 clusters Score -2.155923e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -21562852.000000 Penalty: 5966.017578
	Iteration 4Q: 3 clusters Score -2.156285e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -21568142.000000 Penalty: 5966.017578
	Iteration 5F: 3 clusters Score -2.156814e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -21574550.000000 Penalty: 5966.017578
	Iteration 6F: 3 clusters Score -2.157455e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -21581476.000000 Penalty: 5966.017578
	Iteration 7F: 3 clusters Score -2.158148e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -21588120.000000 Penalty: 5966.017578
	Iteration 8F: 3 clusters Score -2.158812e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -21593914.000000 Penalty: 5966.017578
	Iteration 9F: 3 clusters Score -2.159391e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -21598268.000000 Penalty: 5966.017578
	Iteration 10Q: 3 clusters Score -2.159827e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -21601454.000000 Penalty: 5966.017578
	Iteration 11Q: 3 clusters Score -2.160145e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -21603944.000000 Penalty: 5966.017578
	Iteration 12Q: 3 clusters Score -2.160394e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -21606194.000000 Penalty: 5966.017578
	Iteration 13Q: 3 clusters Score -2.160619e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -21608348.000000 Penalty: 5966.017578
	Iteration 14Q: 3 clusters Score -2.160835e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -21609890.000000 Penalty: 5966.017578
	Iteration 15Q: 3 clusters Score -2.160989e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -21610850.000000 Penalty: 5966.017578
	Iteration 16Q: 3 clusters Score -2.161085e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -21611640.000000 Penalty: 5966.017578
	Iteration 17Q: 3 clusters Score -2.161164e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -21612150.000000 Penalty: 5966.017578
	Iteration 18Q: 3 clusters Score -2.161215e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99939 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -21612410.000000 Penalty: 5966.017578
	Iteration 19Q: 3 clusters Score -2.161241e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -21612582.000000 Penalty: 5966.017578
	Iteration 20F: 3 clusters Score -2.161258e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -21612768.000000 Penalty: 5966.017578
	Iteration 21Q: 3 clusters Score -2.161277e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -21612910.000000 Penalty: 5966.017578
	Iteration 22Q: 3 clusters Score -2.161291e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -21612942.000000 Penalty: 5966.017578
	Iteration 23Q: 3 clusters Score -2.161294e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -21612996.000000 Penalty: 5966.017578
	Iteration 24Q: 3 clusters Score -2.1613e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -21612980.000000 Penalty: 5966.017578
	Iteration 25Q: 3 clusters Score -2.161298e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -21613046.000000 Penalty: 5966.017578
	Iteration 26Q: 3 clusters Score -2.161305e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -21612966.000000 Penalty: 5966.017578
	Iteration 27Q: 3 clusters Score -2.161297e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -21613016.000000 Penalty: 5966.017578
	Iteration 28Q: 3 clusters Score -2.161302e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -21613072.000000 Penalty: 5966.017578
	Iteration 29Q: 3 clusters Score -2.161307e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -21613076.000000 Penalty: 5966.017578
	Iteration 30Q: 3 clusters Score -2.161308e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -21613158.000000 Penalty: 5966.017578
	Iteration 31Q: 3 clusters Score -2.161316e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -21613222.000000 Penalty: 5966.017578
	Iteration 32Q: 3 clusters Score -2.161322e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -21613230.000000 Penalty: 5966.017578
	Iteration 33Q: 3 clusters Score -2.161323e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -21613176.000000 Penalty: 5966.017578
	Iteration 34Q: 3 clusters Score -2.161318e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -21613202.000000 Penalty: 5966.017578
	Iteration 35Q: 3 clusters Score -2.16132e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -21613208.000000 Penalty: 5966.017578
	Iteration 36Q: 3 clusters Score -2.161321e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -21613252.000000 Penalty: 5966.017578
	Iteration 37Q: 3 clusters Score -2.161325e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -21613264.000000 Penalty: 5966.017578
	Iteration 38Q: 3 clusters Score -2.161326e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -21613310.000000 Penalty: 5966.017578
	Iteration 39Q: 3 clusters Score -2.161331e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -21613414.000000 Penalty: 5966.017578
	Iteration 40F: 3 clusters Score -2.161341e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -21613434.000000 Penalty: 5966.017578
	Iteration 41Q: 3 clusters Score -2.161343e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -21613522.000000 Penalty: 5966.017578
	Iteration 42Q: 3 clusters Score -2.161352e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -21613498.000000 Penalty: 5966.017578
	Iteration 43Q: 3 clusters Score -2.16135e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -21613584.000000 Penalty: 5966.017578
	Iteration 44Q: 3 clusters Score -2.161358e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -21613624.000000 Penalty: 5966.017578
	Iteration 45Q: 3 clusters Score -2.161362e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -21613646.000000 Penalty: 5966.017578
	Iteration 46Q: 3 clusters Score -2.161365e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -21613740.000000 Penalty: 5966.017578
	Iteration 47Q: 3 clusters Score -2.161374e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -21613698.000000 Penalty: 5966.017578
	Iteration 48Q: 3 clusters Score -2.16137e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -21613700.000000 Penalty: 5966.017578
	Iteration 49Q: 3 clusters Score -2.16137e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -21613672.000000 Penalty: 5966.017578
	Iteration 50Q: 3 clusters Score -2.161367e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -21613734.000000 Penalty: 5966.017578
	Iteration 51Q: 3 clusters Score -2.161373e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -21613760.000000 Penalty: 5966.017578
	Iteration 52Q: 3 clusters Score -2.161376e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -21613742.000000 Penalty: 5966.017578
	Iteration 53Q: 3 clusters Score -2.161374e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -21613706.000000 Penalty: 5966.017578
	Iteration 54Q: 3 clusters Score -2.161371e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -21613712.000000 Penalty: 5966.017578
	Iteration 55Q: 3 clusters Score -2.161371e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -21613706.000000 Penalty: 5966.017578
	Iteration 56Q: 3 clusters Score -2.161371e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -21613704.000000 Penalty: 5966.017578
	Iteration 57Q: 3 clusters Score -2.16137e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -21613708.000000 Penalty: 5966.017578
	Iteration 58Q: 3 clusters Score -2.161371e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -21613682.000000 Penalty: 5966.017578
	Iteration 59Q: 3 clusters Score -2.161368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -21613700.000000 Penalty: 5966.017578
	Iteration 60F: 3 clusters Score -2.16137e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -21613688.000000 Penalty: 5966.017578
	Iteration 61Q: 3 clusters Score -2.161369e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -21613676.000000 Penalty: 5966.017578
	Iteration 62Q: 3 clusters Score -2.161368e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -21613700.000000 Penalty: 5966.017578
	Iteration 63Q: 3 clusters Score -2.16137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -21613700.000000 Penalty: 5966.017578
	Iteration 64Q: 3 clusters Score -2.16137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -21613694.000000 Penalty: 5966.017578
	Iteration 65Q: 3 clusters Score -2.161369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -21613704.000000 Penalty: 5966.017578
	Iteration 66Q: 3 clusters Score -2.16137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -21613674.000000 Penalty: 5966.017578
	Iteration 67Q: 3 clusters Score -2.161367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -21613690.000000 Penalty: 5966.017578
	Iteration 68Q: 3 clusters Score -2.161369e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -21613660.000000 Penalty: 5966.017578
	Iteration 69Q: 3 clusters Score -2.161366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -21613650.000000 Penalty: 5966.017578
	Iteration 70Q: 3 clusters Score -2.161365e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -21613632.000000 Penalty: 5966.017578
	Iteration 71Q: 3 clusters Score -2.161363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -21613642.000000 Penalty: 5966.017578
	Iteration 72Q: 3 clusters Score -2.161364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -21613692.000000 Penalty: 5966.017578
	Iteration 73Q: 3 clusters Score -2.161369e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -21613696.000000 Penalty: 5966.017578
	Iteration 74Q: 3 clusters Score -2.16137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -21613716.000000 Penalty: 5966.017578
	Iteration 75Q: 3 clusters Score -2.161372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -21613720.000000 Penalty: 5966.017578
	Iteration 76Q: 3 clusters Score -2.161372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -21613696.000000 Penalty: 5966.017578
	Iteration 77Q: 3 clusters Score -2.16137e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -21613690.000000 Penalty: 5966.017578
	Iteration 78Q: 3 clusters Score -2.161369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -21613684.000000 Penalty: 5966.017578
	Iteration 79Q: 3 clusters Score -2.161368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -21613672.000000 Penalty: 5966.017578
	Iteration 80F: 3 clusters Score -2.161367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -21613662.000000 Penalty: 5966.017578
	Iteration 81Q: 3 clusters Score -2.161366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -21613696.000000 Penalty: 5966.017578
	Iteration 82Q: 3 clusters Score -2.16137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -21613706.000000 Penalty: 5966.017578
	Iteration 83Q: 3 clusters Score -2.161371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -21613724.000000 Penalty: 5966.017578
	Iteration 84Q: 3 clusters Score -2.161372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -21613726.000000 Penalty: 5966.017578
	Iteration 85Q: 3 clusters Score -2.161373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -21613756.000000 Penalty: 5966.017578
	Iteration 86Q: 3 clusters Score -2.161376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -21613766.000000 Penalty: 5966.017578
	Iteration 87Q: 3 clusters Score -2.161377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -21613774.000000 Penalty: 5966.017578
	Iteration 88Q: 3 clusters Score -2.161377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -21613788.000000 Penalty: 5966.017578
	Iteration 89Q: 3 clusters Score -2.161379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -21613782.000000 Penalty: 5966.017578
	Iteration 90Q: 3 clusters Score -2.161378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -21613778.000000 Penalty: 5966.017578
	Iteration 91Q: 3 clusters Score -2.161378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -21613808.000000 Penalty: 5966.017578
	Iteration 92Q: 3 clusters Score -2.161381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -21613806.000000 Penalty: 5966.017578
	Iteration 93Q: 3 clusters Score -2.161381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 94Q: 3 clusters Score -2.161382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -21613844.000000 Penalty: 5966.017578
	Iteration 95Q: 3 clusters Score -2.161384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -21613826.000000 Penalty: 5966.017578
	Iteration 96Q: 3 clusters Score -2.161383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -21613810.000000 Penalty: 5966.017578
	Iteration 97Q: 3 clusters Score -2.161381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -21613792.000000 Penalty: 5966.017578
	Iteration 98Q: 3 clusters Score -2.161379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -21613804.000000 Penalty: 5966.017578
	Iteration 99Q: 3 clusters Score -2.16138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -21613814.000000 Penalty: 5966.017578
	Iteration 100F: 3 clusters Score -2.161381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -21613808.000000 Penalty: 5966.017578
	Iteration 101Q: 3 clusters Score -2.161381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -21613802.000000 Penalty: 5966.017578
	Iteration 102Q: 3 clusters Score -2.16138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 103Q: 3 clusters Score -2.161382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 104Q: 3 clusters Score -2.161382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -21613828.000000 Penalty: 5966.017578
	Iteration 105Q: 3 clusters Score -2.161383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -21613818.000000 Penalty: 5966.017578
	Iteration 106Q: 3 clusters Score -2.161382e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -21613840.000000 Penalty: 5966.017578
	Iteration 107Q: 3 clusters Score -2.161384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -21613842.000000 Penalty: 5966.017578
	Iteration 108Q: 3 clusters Score -2.161384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -21613842.000000 Penalty: 5966.017578
	Iteration 109Q: 3 clusters Score -2.161384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -21613824.000000 Penalty: 5966.017578
	Iteration 110Q: 3 clusters Score -2.161382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -21613828.000000 Penalty: 5966.017578
	Iteration 111Q: 3 clusters Score -2.161383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -21613834.000000 Penalty: 5966.017578
	Iteration 112Q: 3 clusters Score -2.161383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -21613846.000000 Penalty: 5966.017578
	Iteration 113Q: 3 clusters Score -2.161385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -21613826.000000 Penalty: 5966.017578
	Iteration 114Q: 3 clusters Score -2.161383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -21613840.000000 Penalty: 5966.017578
	Iteration 115Q: 3 clusters Score -2.161384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -21613816.000000 Penalty: 5966.017578
	Iteration 116Q: 3 clusters Score -2.161382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -21613830.000000 Penalty: 5966.017578
	Iteration 117Q: 3 clusters Score -2.161383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 118Q: 3 clusters Score -2.161382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -21613804.000000 Penalty: 5966.017578
	Iteration 119Q: 3 clusters Score -2.16138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -21613792.000000 Penalty: 5966.017578
	Iteration 120F: 3 clusters Score -2.161379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -21613804.000000 Penalty: 5966.017578
	Iteration 121Q: 3 clusters Score -2.16138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -21613798.000000 Penalty: 5966.017578
	Iteration 122Q: 3 clusters Score -2.16138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -21613792.000000 Penalty: 5966.017578
	Iteration 123Q: 3 clusters Score -2.161379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -21613790.000000 Penalty: 5966.017578
	Iteration 124Q: 3 clusters Score -2.161379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -21613786.000000 Penalty: 5966.017578
	Iteration 125Q: 3 clusters Score -2.161379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -21613776.000000 Penalty: 5966.017578
	Iteration 126Q: 3 clusters Score -2.161378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -21613778.000000 Penalty: 5966.017578
	Iteration 127Q: 3 clusters Score -2.161378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -21613796.000000 Penalty: 5966.017578
	Iteration 128Q: 3 clusters Score -2.16138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -21613816.000000 Penalty: 5966.017578
	Iteration 129Q: 3 clusters Score -2.161382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -21613820.000000 Penalty: 5966.017578
	Iteration 130Q: 3 clusters Score -2.161382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 131Q: 3 clusters Score -2.161382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -21613828.000000 Penalty: 5966.017578
	Iteration 132Q: 3 clusters Score -2.161383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -21613838.000000 Penalty: 5966.017578
	Iteration 133Q: 3 clusters Score -2.161384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -21613832.000000 Penalty: 5966.017578
	Iteration 134Q: 3 clusters Score -2.161383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 135Q: 3 clusters Score -2.161382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -21613826.000000 Penalty: 5966.017578
	Iteration 136Q: 3 clusters Score -2.161383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -21613832.000000 Penalty: 5966.017578
	Iteration 137Q: 3 clusters Score -2.161383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -21613840.000000 Penalty: 5966.017578
	Iteration 138Q: 3 clusters Score -2.161384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -21613832.000000 Penalty: 5966.017578
	Iteration 139Q: 3 clusters Score -2.161383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -21613814.000000 Penalty: 5966.017578
	Iteration 140F: 3 clusters Score -2.161381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -21613818.000000 Penalty: 5966.017578
	Iteration 141Q: 3 clusters Score -2.161382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -21613800.000000 Penalty: 5966.017578
	Iteration 142Q: 3 clusters Score -2.16138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -21613794.000000 Penalty: 5966.017578
	Iteration 143Q: 3 clusters Score -2.161379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -21613794.000000 Penalty: 5966.017578
	Iteration 144Q: 3 clusters Score -2.161379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -21613798.000000 Penalty: 5966.017578
	Iteration 145Q: 3 clusters Score -2.16138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -21613804.000000 Penalty: 5966.017578
	Iteration 146Q: 3 clusters Score -2.16138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -21613786.000000 Penalty: 5966.017578
	Iteration 147Q: 3 clusters Score -2.161379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82553 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -21613802.000000 Penalty: 5966.017578
	Iteration 148Q: 3 clusters Score -2.16138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -21613802.000000 Penalty: 5966.017578
	Iteration 149Q: 3 clusters Score -2.16138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -21613820.000000 Penalty: 5966.017578
	Iteration 150Q: 3 clusters Score -2.161382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -21613828.000000 Penalty: 5966.017578
	Iteration 151Q: 3 clusters Score -2.161383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -21613838.000000 Penalty: 5966.017578
	Iteration 152Q: 3 clusters Score -2.161384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -21613822.000000 Penalty: 5966.017578
	Iteration 153Q: 3 clusters Score -2.161382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -21613810.000000 Penalty: 5966.017578
	Iteration 154Q: 3 clusters Score -2.161381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -21613802.000000 Penalty: 5966.017578
	Iteration 155Q: 3 clusters Score -2.16138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -21613792.000000 Penalty: 5966.017578
	Iteration 156Q: 3 clusters Score -2.161379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -21613778.000000 Penalty: 5966.017578
	Iteration 157Q: 3 clusters Score -2.161378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -21613786.000000 Penalty: 5966.017578
	Iteration 158Q: 3 clusters Score -2.161379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -21613802.000000 Penalty: 5966.017578
	Iteration 159Q: 3 clusters Score -2.16138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -21613810.000000 Penalty: 5966.017578
	Iteration 160F: 3 clusters Score -2.161381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -21613796.000000 Penalty: 5966.017578
	Iteration 161Q: 3 clusters Score -2.16138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -21613806.000000 Penalty: 5966.017578
	Iteration 162Q: 3 clusters Score -2.161381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -21613784.000000 Penalty: 5966.017578
	Iteration 163Q: 3 clusters Score -2.161378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -21613778.000000 Penalty: 5966.017578
	Iteration 164Q: 3 clusters Score -2.161378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -21613766.000000 Penalty: 5966.017578
	Iteration 165Q: 3 clusters Score -2.161377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -21613794.000000 Penalty: 5966.017578
	Iteration 166Q: 3 clusters Score -2.161379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -21613800.000000 Penalty: 5966.017578
	Iteration 167Q: 3 clusters Score -2.16138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -21613784.000000 Penalty: 5966.017578
	Iteration 168Q: 3 clusters Score -2.161378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -21613782.000000 Penalty: 5966.017578
	Iteration 169Q: 3 clusters Score -2.161378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -21613764.000000 Penalty: 5966.017578
	Iteration 170Q: 3 clusters Score -2.161376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -21613784.000000 Penalty: 5966.017578
	Iteration 171Q: 3 clusters Score -2.161378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -21613776.000000 Penalty: 5966.017578
	Iteration 172Q: 3 clusters Score -2.161378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -21613770.000000 Penalty: 5966.017578
	Iteration 173Q: 3 clusters Score -2.161377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -21613756.000000 Penalty: 5966.017578
	Iteration 174Q: 3 clusters Score -2.161376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -21613778.000000 Penalty: 5966.017578
	Iteration 175Q: 3 clusters Score -2.161378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -21613770.000000 Penalty: 5966.017578
	Iteration 176Q: 3 clusters Score -2.161377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -21613768.000000 Penalty: 5966.017578
	Iteration 177Q: 3 clusters Score -2.161377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -21613782.000000 Penalty: 5966.017578
	Iteration 178Q: 3 clusters Score -2.161378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -21613770.000000 Penalty: 5966.017578
	Iteration 179Q: 3 clusters Score -2.161377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -21613780.000000 Penalty: 5966.017578
	Iteration 180F: 3 clusters Score -2.161378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -21613766.000000 Penalty: 5966.017578
	Iteration 181Q: 3 clusters Score -2.161377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -21613770.000000 Penalty: 5966.017578
	Iteration 182Q: 3 clusters Score -2.161377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -21613774.000000 Penalty: 5966.017578
	Iteration 183Q: 3 clusters Score -2.161377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -21613776.000000 Penalty: 5966.017578
	Iteration 184Q: 3 clusters Score -2.161378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -21613776.000000 Penalty: 5966.017578
	Iteration 185F: 3 clusters Score -2.161378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175182 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196867 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 199Q: 20 clusters Score -1.385491e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175184 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74806 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196871 members 
Mstep: Class 15 contains 182607 members 
Mstep: Class 16 contains 196859 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 200F: 20 clusters Score -1.385491e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175181 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74809 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196873 members 
Mstep: Class 15 contains 182608 members 
Mstep: Class 16 contains 196860 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 201Q: 20 clusters Score -1.38549e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175177 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74808 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196873 members 
Mstep: Class 15 contains 182609 members 
Mstep: Class 16 contains 196866 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549008.000000 Penalty: 65514.511719
Iteration 202Q: 20 clusters Score -1.38549e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 64064 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74806 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196875 members 
Mstep: Class 15 contains 182608 members 
Mstep: Class 16 contains 196875 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 203Q: 20 clusters Score -1.38549e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175168 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74805 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196874 members 
Mstep: Class 15 contains 182602 members 
Mstep: Class 16 contains 196886 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 204Q: 20 clusters Score -1.38549e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175167 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74802 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196881 members 
Mstep: Class 15 contains 182603 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 205Q: 20 clusters Score -1.38549e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196890 members 
Mstep: Class 15 contains 182601 members 
Mstep: Class 16 contains 196886 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 206Q: 20 clusters Score -1.385491e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175163 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196896 members 
Mstep: Class 15 contains 182608 members 
Mstep: Class 16 contains 196883 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 207Q: 20 clusters Score -1.38549e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175160 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 74797 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182612 members 
Mstep: Class 16 contains 196882 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 208Q: 20 clusters Score -1.385491e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175158 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74796 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196902 members 
Mstep: Class 15 contains 182618 members 
Mstep: Class 16 contains 196874 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549120.000000 Penalty: 65514.511719
Iteration 209Q: 20 clusters Score -1.385491e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175157 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74798 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182622 members 
Mstep: Class 16 contains 196872 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549088.000000 Penalty: 65514.511719
Iteration 210Q: 20 clusters Score -1.385491e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175154 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74797 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196895 members 
Mstep: Class 15 contains 182628 members 
Mstep: Class 16 contains 196871 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 211Q: 20 clusters Score -1.385491e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175151 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74795 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182631 members 
Mstep: Class 16 contains 196872 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549056.000000 Penalty: 65514.511719
Iteration 212Q: 20 clusters Score -1.385491e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175148 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74793 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196904 members 
Mstep: Class 15 contains 182628 members 
Mstep: Class 16 contains 196877 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549072.000000 Penalty: 65514.511719
Iteration 213Q: 20 clusters Score -1.385491e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175150 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74795 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196905 members 
Mstep: Class 15 contains 182626 members 
Mstep: Class 16 contains 196873 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549024.000000 Penalty: 65514.511719
Iteration 214Q: 20 clusters Score -1.38549e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175147 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74795 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196908 members 
Mstep: Class 15 contains 182621 members 
Mstep: Class 16 contains 196877 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 215Q: 20 clusters Score -1.38549e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175149 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74795 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196907 members 
Mstep: Class 15 contains 182611 members 
Mstep: Class 16 contains 196886 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 216Q: 20 clusters Score -1.38549e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175148 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74797 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196913 members 
Mstep: Class 15 contains 182603 members 
Mstep: Class 16 contains 196893 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 217Q: 20 clusters Score -1.38549e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175147 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74800 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196911 members 
Mstep: Class 15 contains 182599 members 
Mstep: Class 16 contains 196895 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138549040.000000 Penalty: 65514.511719
Iteration 218Q: 20 clusters Score -1.38549e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175153 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196907 members 
Mstep: Class 15 contains 182593 members 
Mstep: Class 16 contains 196898 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 219Q: 20 clusters Score -1.38549e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175157 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74804 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196908 members 
Mstep: Class 15 contains 182587 members 
Mstep: Class 16 contains 196898 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 220F: 20 clusters Score -1.38549e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175159 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74806 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196904 members 
Mstep: Class 15 contains 182586 members 
Mstep: Class 16 contains 196899 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 221Q: 20 clusters Score -1.38549e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175159 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74807 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196904 members 
Mstep: Class 15 contains 182583 members 
Mstep: Class 16 contains 196901 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 222Q: 20 clusters Score -1.385489e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175160 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74808 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196906 members 
Mstep: Class 15 contains 182580 members 
Mstep: Class 16 contains 196898 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 223Q: 20 clusters Score -1.385489e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175159 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74808 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196909 members 
Mstep: Class 15 contains 182580 members 
Mstep: Class 16 contains 196895 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 224Q: 20 clusters Score -1.385489e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175157 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74809 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196914 members 
Mstep: Class 15 contains 182572 members 
Mstep: Class 16 contains 196897 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 225Q: 20 clusters Score -1.385489e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175161 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74809 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196911 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 226Q: 20 clusters Score -1.385489e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74808 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196910 members 
Mstep: Class 15 contains 182568 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 227Q: 20 clusters Score -1.385488e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175159 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74810 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196911 members 
Mstep: Class 15 contains 182568 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 228Q: 20 clusters Score -1.385488e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64062 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175156 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74811 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196913 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196901 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 229Q: 20 clusters Score -1.385489e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64061 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175158 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74813 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196909 members 
Mstep: Class 15 contains 182567 members 
Mstep: Class 16 contains 196901 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 230Q: 20 clusters Score -1.38549e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175159 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74815 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196910 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 231Q: 20 clusters Score -1.385489e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74815 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196912 members 
Mstep: Class 15 contains 182563 members 
Mstep: Class 16 contains 196899 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 232Q: 20 clusters Score -1.385489e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175165 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74816 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196914 members 
Mstep: Class 15 contains 182560 members 
Mstep: Class 16 contains 196895 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 233Q: 20 clusters Score -1.385489e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175164 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74817 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196914 members 
Mstep: Class 15 contains 182561 members 
Mstep: Class 16 contains 196892 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 234Q: 20 clusters Score -1.385489e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175160 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74817 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196912 members 
Mstep: Class 15 contains 182563 members 
Mstep: Class 16 contains 196894 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548832.000000 Penalty: 65514.511719
Iteration 235Q: 20 clusters Score -1.385488e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175161 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74819 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196908 members 
Mstep: Class 15 contains 182565 members 
Mstep: Class 16 contains 196892 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 236Q: 20 clusters Score -1.385489e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74822 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196905 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196890 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 237Q: 20 clusters Score -1.385489e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175164 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196896 members 
Mstep: Class 15 contains 182569 members 
Mstep: Class 16 contains 196889 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 238Q: 20 clusters Score -1.38549e+08 nChanged 26
Entering ConstructFrom: 
Score: -138548976.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -152797.859375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -152797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150917.625000 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -150917.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152255.265625 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -152255.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153272.296875 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -153272.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153556.031250 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -153556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -153609.062500 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -153609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153628.625000 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -153628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153636.921875 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -153636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153640.406250 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -153640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153640.406250 Penalty: 3569.184814
	Iteration 8F: 3 clusters Score -153640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175168 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74822 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
Score: -138548432.000000 Penalty: 68962.648438
Splitting cluster 1 changes total score from -138548976.000000 to -138548432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -591683.062500 Penalty: 2102.862305
	Iteration 0F: 2 clusters Score -591683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -587245.500000 Penalty: 4205.724609
	Iteration 0F: 3 clusters Score -587245.5 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -588450.937500 Penalty: 4205.724609
	Iteration 1F: 3 clusters Score -588450.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -588725.000000 Penalty: 4205.724609
	Iteration 2F: 3 clusters Score -588725 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -588906.812500 Penalty: 4205.724609
	Iteration 3F: 3 clusters Score -588906.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -589059.625000 Penalty: 4205.724609
	Iteration 4Q: 3 clusters Score -589059.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589185.000000 Penalty: 4205.724609
	Iteration 5Q: 3 clusters Score -589185 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -589271.250000 Penalty: 4205.724609
	Iteration 6Q: 3 clusters Score -589271.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -589341.875000 Penalty: 4205.724609
	Iteration 7Q: 3 clusters Score -589341.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -589403.875000 Penalty: 4205.724609
	Iteration 8Q: 3 clusters Score -589403.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -589452.937500 Penalty: 4205.724609
	Iteration 9Q: 3 clusters Score -589452.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -589504.375000 Penalty: 4205.724609
	Iteration 10Q: 3 clusters Score -589504.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -589557.500000 Penalty: 4205.724609
	Iteration 11Q: 3 clusters Score -589557.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -589599.312500 Penalty: 4205.724609
	Iteration 12Q: 3 clusters Score -589599.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -589636.437500 Penalty: 4205.724609
	Iteration 13Q: 3 clusters Score -589636.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -589660.562500 Penalty: 4205.724609
	Iteration 14Q: 3 clusters Score -589660.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -589680.375000 Penalty: 4205.724609
	Iteration 15Q: 3 clusters Score -589680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -589698.062500 Penalty: 4205.724609
	Iteration 16Q: 3 clusters Score -589698.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -589714.000000 Penalty: 4205.724609
	Iteration 17Q: 3 clusters Score -589714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -589727.187500 Penalty: 4205.724609
	Iteration 18Q: 3 clusters Score -589727.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -589740.875000 Penalty: 4205.724609
	Iteration 19Q: 3 clusters Score -589740.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -589752.750000 Penalty: 4205.724609
	Iteration 20F: 3 clusters Score -589752.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -589762.562500 Penalty: 4205.724609
	Iteration 21Q: 3 clusters Score -589762.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -589770.750000 Penalty: 4205.724609
	Iteration 22Q: 3 clusters Score -589770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589780.437500 Penalty: 4205.724609
	Iteration 23Q: 3 clusters Score -589780.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -589790.812500 Penalty: 4205.724609
	Iteration 24Q: 3 clusters Score -589790.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -589801.125000 Penalty: 4205.724609
	Iteration 25Q: 3 clusters Score -589801.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -589815.500000 Penalty: 4205.724609
	Iteration 26Q: 3 clusters Score -589815.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -589829.687500 Penalty: 4205.724609
	Iteration 27Q: 3 clusters Score -589829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -589844.375000 Penalty: 4205.724609
	Iteration 28Q: 3 clusters Score -589844.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -589867.375000 Penalty: 4205.724609
	Iteration 29Q: 3 clusters Score -589867.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -589888.500000 Penalty: 4205.724609
	Iteration 30Q: 3 clusters Score -589888.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -589901.312500 Penalty: 4205.724609
	Iteration 31Q: 3 clusters Score -589901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -589907.875000 Penalty: 4205.724609
	Iteration 32Q: 3 clusters Score -589907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -589912.750000 Penalty: 4205.724609
	Iteration 33Q: 3 clusters Score -589912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -589919.062500 Penalty: 4205.724609
	Iteration 34Q: 3 clusters Score -589919.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -589927.187500 Penalty: 4205.724609
	Iteration 35Q: 3 clusters Score -589927.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -589936.437500 Penalty: 4205.724609
	Iteration 36Q: 3 clusters Score -589936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -589942.562500 Penalty: 4205.724609
	Iteration 37Q: 3 clusters Score -589942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -589947.312500 Penalty: 4205.724609
	Iteration 38Q: 3 clusters Score -589947.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -589949.375000 Penalty: 4205.724609
	Iteration 39Q: 3 clusters Score -589949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -589955.062500 Penalty: 4205.724609
	Iteration 40F: 3 clusters Score -589955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -589959.437500 Penalty: 4205.724609
	Iteration 41Q: 3 clusters Score -589959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -589961.500000 Penalty: 4205.724609
	Iteration 42Q: 3 clusters Score -589961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -589963.062500 Penalty: 4205.724609
	Iteration 43Q: 3 clusters Score -589963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -589965.375000 Penalty: 4205.724609
	Iteration 44Q: 3 clusters Score -589965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -589965.375000 Penalty: 4205.724609
	Iteration 45F: 3 clusters Score -589965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Entering Unmasked Estep 
Score: -8290919.000000 Penalty: 2744.758789
	Iteration 0F: 2 clusters Score -8290919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -8247645.500000 Penalty: 5489.517578
	Iteration 0F: 3 clusters Score -8247646 nChanged 29977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -8265135.500000 Penalty: 5489.517578
	Iteration 1F: 3 clusters Score -8265136 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8266322.000000 Penalty: 5489.517578
	Iteration 2Q: 3 clusters Score -8266322 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8267929.000000 Penalty: 5489.517578
	Iteration 3F: 3 clusters Score -8267929 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -8270045.000000 Penalty: 5489.517578
	Iteration 4F: 3 clusters Score -8270045 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8272493.500000 Penalty: 5489.517578
	Iteration 5F: 3 clusters Score -8272494 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8275208.000000 Penalty: 5489.517578
	Iteration 6F: 3 clusters Score -8275208 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -8277812.500000 Penalty: 5489.517578
	Iteration 7F: 3 clusters Score -8277812 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -8280111.000000 Penalty: 5489.517578
	Iteration 8F: 3 clusters Score -8280111 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -8282023.000000 Penalty: 5489.517578
	Iteration 9Q: 3 clusters Score -8282023 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -8283690.000000 Penalty: 5489.517578
	Iteration 10Q: 3 clusters Score -8283690 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -8285145.000000 Penalty: 5489.517578
	Iteration 11Q: 3 clusters Score -8285145 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -8286067.000000 Penalty: 5489.517578
	Iteration 12Q: 3 clusters Score -8286067 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -8286831.000000 Penalty: 5489.517578
	Iteration 13Q: 3 clusters Score -8286831 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -8287364.000000 Penalty: 5489.517578
	Iteration 14Q: 3 clusters Score -8287364 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8287696.000000 Penalty: 5489.517578
	Iteration 15Q: 3 clusters Score -8287696 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -8287909.000000 Penalty: 5489.517578
	Iteration 16Q: 3 clusters Score -8287909 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8288091.500000 Penalty: 5489.517578
	Iteration 17Q: 3 clusters Score -8288092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8288199.000000 Penalty: 5489.517578
	Iteration 18Q: 3 clusters Score -8288199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8288291.500000 Penalty: 5489.517578
	Iteration 19Q: 3 clusters Score -8288292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8288360.500000 Penalty: 5489.517578
	Iteration 20F: 3 clusters Score -8288360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -8288380.500000 Penalty: 5489.517578
	Iteration 21Q: 3 clusters Score -8288380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -8288413.000000 Penalty: 5489.517578
	Iteration 22Q: 3 clusters Score -8288413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -8288435.000000 Penalty: 5489.517578
	Iteration 23Q: 3 clusters Score -8288435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -8288439.500000 Penalty: 5489.517578
	Iteration 24Q: 3 clusters Score -8288440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -8288454.000000 Penalty: 5489.517578
	Iteration 25Q: 3 clusters Score -8288454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -8288455.000000 Penalty: 5489.517578
	Iteration 26Q: 3 clusters Score -8288455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -8288469.000000 Penalty: 5489.517578
	Iteration 27Q: 3 clusters Score -8288469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8288478.000000 Penalty: 5489.517578
	Iteration 28Q: 3 clusters Score -8288478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -8288493.000000 Penalty: 5489.517578
	Iteration 29Q: 3 clusters Score -8288493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -8288505.500000 Penalty: 5489.517578
	Iteration 30Q: 3 clusters Score -8288506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -8288508.500000 Penalty: 5489.517578
	Iteration 31Q: 3 clusters Score -8288508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8288509.000000 Penalty: 5489.517578
	Iteration 32Q: 3 clusters Score -8288509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -8288522.000000 Penalty: 5489.517578
	Iteration 33Q: 3 clusters Score -8288522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -8288532.500000 Penalty: 5489.517578
	Iteration 34Q: 3 clusters Score -8288532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8288547.500000 Penalty: 5489.517578
	Iteration 35Q: 3 clusters Score -8288548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -8288556.000000 Penalty: 5489.517578
	Iteration 36Q: 3 clusters Score -8288556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -8288557.000000 Penalty: 5489.517578
	Iteration 37Q: 3 clusters Score -8288557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8288569.000000 Penalty: 5489.517578
	Iteration 38Q: 3 clusters Score -8288569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8288575.000000 Penalty: 5489.517578
	Iteration 39Q: 3 clusters Score -8288575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -8288573.500000 Penalty: 5489.517578
	Iteration 40F: 3 clusters Score -8288574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -8288574.500000 Penalty: 5489.517578
	Iteration 41Q: 3 clusters Score -8288574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8288573.000000 Penalty: 5489.517578
	Iteration 42Q: 3 clusters Score -8288573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8288573.000000 Penalty: 5489.517578
	Iteration 43F: 3 clusters Score -8288573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -42538.457031 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -42538.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41342.976562 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41342.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41613.164062 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -41613.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41703.417969 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -41703.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41753.214844 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -41753.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41809.101562 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -41809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41985.925781 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -41985.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42149.835938 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42149.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42215.195312 Penalty: 2985.222168
	Iteration 7F: 3 clusters Score -42215.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42291.312500 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42291.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42356.347656 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -42356.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42411.976562 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -42411.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42458.281250 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -42458.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42507.691406 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -42507.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42564.875000 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -42564.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42620.003906 Penalty: 2985.222168
	Iteration 14Q: 3 clusters Score -42620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42681.355469 Penalty: 2985.222168
	Iteration 15Q: 3 clusters Score -42681.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42688.976562 Penalty: 2985.222168
	Iteration 16Q: 3 clusters Score -42688.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42711.351562 Penalty: 2985.222168
	Iteration 17Q: 3 clusters Score -42711.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42722.835938 Penalty: 2985.222168
	Iteration 18Q: 3 clusters Score -42722.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42739.156250 Penalty: 2985.222168
	Iteration 19Q: 3 clusters Score -42739.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42755.000000 Penalty: 2985.222168
	Iteration 20F: 3 clusters Score -42755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42803.324219 Penalty: 2985.222168
	Iteration 21Q: 3 clusters Score -42803.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42818.753906 Penalty: 2985.222168
	Iteration 22Q: 3 clusters Score -42818.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42824.121094 Penalty: 2985.222168
	Iteration 23Q: 3 clusters Score -42824.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42824.121094 Penalty: 2985.222168
	Iteration 24F: 3 clusters Score -42824.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175168 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74822 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 128 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
Score: -138547328.000000 Penalty: 68962.648438
Splitting cluster 4 changes total score from -138548976.000000 to -138547328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -481964.125000 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -481964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -478161.250000 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -478161.2 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -479003.156250 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -479003.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -479211.250000 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -479211.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -479326.906250 Penalty: 4097.333008
	Iteration 3Q: 3 clusters Score -479326.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -479398.625000 Penalty: 4097.333008
	Iteration 4Q: 3 clusters Score -479398.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -479455.406250 Penalty: 4097.333008
	Iteration 5Q: 3 clusters Score -479455.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -479490.937500 Penalty: 4097.333008
	Iteration 6Q: 3 clusters Score -479490.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -479512.812500 Penalty: 4097.333008
	Iteration 7Q: 3 clusters Score -479512.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -479528.906250 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -479528.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479547.750000 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -479547.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -479566.562500 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -479566.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -479581.125000 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -479581.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -479597.906250 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -479597.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -479617.031250 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -479617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -479633.875000 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -479633.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -479648.468750 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -479648.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -479660.906250 Penalty: 4097.333008
	Iteration 16Q: 3 clusters Score -479660.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -479673.937500 Penalty: 4097.333008
	Iteration 17Q: 3 clusters Score -479673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -479683.718750 Penalty: 4097.333008
	Iteration 18Q: 3 clusters Score -479683.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -479690.562500 Penalty: 4097.333008
	Iteration 19Q: 3 clusters Score -479690.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -479699.406250 Penalty: 4097.333008
	Iteration 20F: 3 clusters Score -479699.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -479707.375000 Penalty: 4097.333008
	Iteration 21Q: 3 clusters Score -479707.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -479718.906250 Penalty: 4097.333008
	Iteration 22Q: 3 clusters Score -479718.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -479732.281250 Penalty: 4097.333008
	Iteration 23Q: 3 clusters Score -479732.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -479745.562500 Penalty: 4097.333008
	Iteration 24Q: 3 clusters Score -479745.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -479755.968750 Penalty: 4097.333008
	Iteration 25Q: 3 clusters Score -479756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -479772.468750 Penalty: 4097.333008
	Iteration 26Q: 3 clusters Score -479772.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479784.187500 Penalty: 4097.333008
	Iteration 27Q: 3 clusters Score -479784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -479796.625000 Penalty: 4097.333008
	Iteration 28Q: 3 clusters Score -479796.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -479808.937500 Penalty: 4097.333008
	Iteration 29Q: 3 clusters Score -479808.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -479822.500000 Penalty: 4097.333008
	Iteration 30Q: 3 clusters Score -479822.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -479837.062500 Penalty: 4097.333008
	Iteration 31Q: 3 clusters Score -479837.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -479852.375000 Penalty: 4097.333008
	Iteration 32Q: 3 clusters Score -479852.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -479863.468750 Penalty: 4097.333008
	Iteration 33Q: 3 clusters Score -479863.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -479873.656250 Penalty: 4097.333008
	Iteration 34Q: 3 clusters Score -479873.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -479886.406250 Penalty: 4097.333008
	Iteration 35Q: 3 clusters Score -479886.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -479897.750000 Penalty: 4097.333008
	Iteration 36Q: 3 clusters Score -479897.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -479920.750000 Penalty: 4097.333008
	Iteration 37Q: 3 clusters Score -479920.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -479944.781250 Penalty: 4097.333008
	Iteration 38Q: 3 clusters Score -479944.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -479969.468750 Penalty: 4097.333008
	Iteration 39Q: 3 clusters Score -479969.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -479994.406250 Penalty: 4097.333008
	Iteration 40F: 3 clusters Score -479994.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -480009.625000 Penalty: 4097.333008
	Iteration 41Q: 3 clusters Score -480009.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -480019.000000 Penalty: 4097.333008
	Iteration 42Q: 3 clusters Score -480019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -480023.375000 Penalty: 4097.333008
	Iteration 43Q: 3 clusters Score -480023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480032.500000 Penalty: 4097.333008
	Iteration 44Q: 3 clusters Score -480032.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -480039.093750 Penalty: 4097.333008
	Iteration 45Q: 3 clusters Score -480039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -480043.250000 Penalty: 4097.333008
	Iteration 46Q: 3 clusters Score -480043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -480044.656250 Penalty: 4097.333008
	Iteration 47Q: 3 clusters Score -480044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -480045.781250 Penalty: 4097.333008
	Iteration 48Q: 3 clusters Score -480045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -480046.781250 Penalty: 4097.333008
	Iteration 49Q: 3 clusters Score -480046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -480046.937500 Penalty: 4097.333008
	Iteration 50Q: 3 clusters Score -480046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -480046.906250 Penalty: 4097.333008
	Iteration 51Q: 3 clusters Score -480046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -480047.406250 Penalty: 4097.333008
	Iteration 52Q: 3 clusters Score -480047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -480047.218750 Penalty: 4097.333008
	Iteration 53Q: 3 clusters Score -480047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -480048.281250 Penalty: 4097.333008
	Iteration 54Q: 3 clusters Score -480048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -480050.656250 Penalty: 4097.333008
	Iteration 55Q: 3 clusters Score -480050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -480051.468750 Penalty: 4097.333008
	Iteration 56Q: 3 clusters Score -480051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -480052.781250 Penalty: 4097.333008
	Iteration 57Q: 3 clusters Score -480052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -480053.906250 Penalty: 4097.333008
	Iteration 58Q: 3 clusters Score -480053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -480055.593750 Penalty: 4097.333008
	Iteration 59Q: 3 clusters Score -480055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -480058.500000 Penalty: 4097.333008
	Iteration 60F: 3 clusters Score -480058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -480063.937500 Penalty: 4097.333008
	Iteration 61Q: 3 clusters Score -480063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -480065.093750 Penalty: 4097.333008
	Iteration 62Q: 3 clusters Score -480065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -480066.468750 Penalty: 4097.333008
	Iteration 63Q: 3 clusters Score -480066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -480066.812500 Penalty: 4097.333008
	Iteration 64Q: 3 clusters Score -480066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -480067.062500 Penalty: 4097.333008
	Iteration 65Q: 3 clusters Score -480067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -480067.062500 Penalty: 4097.333008
	Iteration 66F: 3 clusters Score -480067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -113713.828125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -113713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111818.757812 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -111818.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112216.179688 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -112216.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112353.726562 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -112353.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112460.046875 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -112460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112588.945312 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -112588.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112696.109375 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -112696.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112824.867188 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -112824.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112928.484375 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -112928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112973.554688 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -112973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113005.507812 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -113005.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113031.445312 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -113031.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -113055.132812 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -113055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113068.835938 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -113068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113089.375000 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -113089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113122.562500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -113122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113161.828125 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -113161.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113210.179688 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -113210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113245.750000 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -113245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113275.679688 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -113275.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113311.281250 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -113311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113339.781250 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -113339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113372.679688 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -113372.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113419.656250 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -113419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -113464.367188 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -113464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -113491.304688 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -113491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -113508.875000 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -113508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -113518.859375 Penalty: 3431.181885
	Iteration 26Q: 3 clusters Score -113518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113526.914062 Penalty: 3431.181885
	Iteration 27Q: 3 clusters Score -113526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -113538.578125 Penalty: 3431.181885
	Iteration 28Q: 3 clusters Score -113538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113543.890625 Penalty: 3431.181885
	Iteration 29Q: 3 clusters Score -113543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -113547.914062 Penalty: 3431.181885
	Iteration 30Q: 3 clusters Score -113547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113550.218750 Penalty: 3431.181885
	Iteration 31Q: 3 clusters Score -113550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113551.304688 Penalty: 3431.181885
	Iteration 32Q: 3 clusters Score -113551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113551.304688 Penalty: 3431.181885
	Iteration 33F: 3 clusters Score -113551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -29683.462891 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -29683.46 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 142 members 
Entering Unmasked Estep 
Score: -28542.443359 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -28542.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28706.732422 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -28706.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28795.966797 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -28795.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28831.871094 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -28831.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28852.820312 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -28852.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28883.677734 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -28883.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28900.845703 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -28900.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28905.556641 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28905.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28905.556641 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -28905.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -96378.890625 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -96378.89 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 403 members 
Entering Unmasked Estep 
Score: -94594.703125 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -94594.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94910.406250 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -94910.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95019.117188 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -95019.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95108.539062 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -95108.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95156.304688 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -95156.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95206.937500 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -95206.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95251.601562 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -95251.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95282.250000 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -95282.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95350.859375 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -95350.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95411.671875 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -95411.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95474.492188 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -95474.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95560.554688 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -95560.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95691.218750 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -95691.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95748.976562 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -95748.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95817.515625 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -95817.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95853.820312 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -95853.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95872.453125 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -95872.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95876.710938 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -95876.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95876.710938 Penalty: 3345.637207
	Iteration 18F: 3 clusters Score -95876.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Entering Unmasked Estep 
Score: -22719254.000000 Penalty: 2994.228271
	Iteration 0F: 2 clusters Score -2.271925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -22604364.000000 Penalty: 5988.456543
	Iteration 0F: 3 clusters Score -2.260436e+07 nChanged 83783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -22654040.000000 Penalty: 5988.456543
	Iteration 1F: 3 clusters Score -2.265404e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -22655884.000000 Penalty: 5988.456543
	Iteration 2Q: 3 clusters Score -2.265588e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -22658298.000000 Penalty: 5988.456543
	Iteration 3Q: 3 clusters Score -2.26583e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -22661808.000000 Penalty: 5988.456543
	Iteration 4Q: 3 clusters Score -2.266181e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -22667112.000000 Penalty: 5988.456543
	Iteration 5Q: 3 clusters Score -2.266711e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -22673690.000000 Penalty: 5988.456543
	Iteration 6F: 3 clusters Score -2.267369e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 111423 members 
Entering Unmasked Estep 
Score: -22681518.000000 Penalty: 5988.456543
	Iteration 7F: 3 clusters Score -2.268152e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -22688856.000000 Penalty: 5988.456543
	Iteration 8F: 3 clusters Score -2.268886e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -22694736.000000 Penalty: 5988.456543
	Iteration 9F: 3 clusters Score -2.269474e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -22697640.000000 Penalty: 5988.456543
	Iteration 10Q: 3 clusters Score -2.269764e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -22698674.000000 Penalty: 5988.456543
	Iteration 11Q: 3 clusters Score -2.269867e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 119269 members 
Entering Unmasked Estep 
Score: -22699434.000000 Penalty: 5988.456543
	Iteration 12Q: 3 clusters Score -2.269943e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -22699764.000000 Penalty: 5988.456543
	Iteration 13Q: 3 clusters Score -2.269976e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -22700162.000000 Penalty: 5988.456543
	Iteration 14Q: 3 clusters Score -2.270016e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -22700506.000000 Penalty: 5988.456543
	Iteration 15Q: 3 clusters Score -2.270051e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -22700874.000000 Penalty: 5988.456543
	Iteration 16Q: 3 clusters Score -2.270087e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -22701236.000000 Penalty: 5988.456543
	Iteration 17Q: 3 clusters Score -2.270124e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -22701420.000000 Penalty: 5988.456543
	Iteration 18Q: 3 clusters Score -2.270142e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -22701722.000000 Penalty: 5988.456543
	Iteration 19Q: 3 clusters Score -2.270172e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -22701998.000000 Penalty: 5988.456543
	Iteration 20F: 3 clusters Score -2.2702e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -22702278.000000 Penalty: 5988.456543
	Iteration 21Q: 3 clusters Score -2.270228e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -22702516.000000 Penalty: 5988.456543
	Iteration 22Q: 3 clusters Score -2.270252e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 130306 members 
Entering Unmasked Estep 
Score: -22702740.000000 Penalty: 5988.456543
	Iteration 23Q: 3 clusters Score -2.270274e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -22703086.000000 Penalty: 5988.456543
	Iteration 24Q: 3 clusters Score -2.270309e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -22703490.000000 Penalty: 5988.456543
	Iteration 25Q: 3 clusters Score -2.270349e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -22703908.000000 Penalty: 5988.456543
	Iteration 26Q: 3 clusters Score -2.270391e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -22704264.000000 Penalty: 5988.456543
	Iteration 27Q: 3 clusters Score -2.270426e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -22704746.000000 Penalty: 5988.456543
	Iteration 28Q: 3 clusters Score -2.270475e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22705320.000000 Penalty: 5988.456543
	Iteration 29Q: 3 clusters Score -2.270532e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -22705812.000000 Penalty: 5988.456543
	Iteration 30Q: 3 clusters Score -2.270581e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 143854 members 
Entering Unmasked Estep 
Score: -22706316.000000 Penalty: 5988.456543
	Iteration 31Q: 3 clusters Score -2.270632e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -22706884.000000 Penalty: 5988.456543
	Iteration 32Q: 3 clusters Score -2.270688e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 147998 members 
Entering Unmasked Estep 
Score: -22707528.000000 Penalty: 5988.456543
	Iteration 33Q: 3 clusters Score -2.270753e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -22708196.000000 Penalty: 5988.456543
	Iteration 34Q: 3 clusters Score -2.27082e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -22708726.000000 Penalty: 5988.456543
	Iteration 35Q: 3 clusters Score -2.270873e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -22709436.000000 Penalty: 5988.456543
	Iteration 36Q: 3 clusters Score -2.270944e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -22710168.000000 Penalty: 5988.456543
	Iteration 37Q: 3 clusters Score -2.271017e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -22710944.000000 Penalty: 5988.456543
	Iteration 38Q: 3 clusters Score -2.271094e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 160873 members 
Entering Unmasked Estep 
Score: -22711838.000000 Penalty: 5988.456543
	Iteration 39Q: 3 clusters Score -2.271184e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -22712582.000000 Penalty: 5988.456543
	Iteration 40F: 3 clusters Score -2.271258e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -22713226.000000 Penalty: 5988.456543
	Iteration 41Q: 3 clusters Score -2.271323e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -22713788.000000 Penalty: 5988.456543
	Iteration 42Q: 3 clusters Score -2.271379e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -22714280.000000 Penalty: 5988.456543
	Iteration 43Q: 3 clusters Score -2.271428e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 168397 members 
Entering Unmasked Estep 
Score: -22714710.000000 Penalty: 5988.456543
	Iteration 44Q: 3 clusters Score -2.271471e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -22715100.000000 Penalty: 5988.456543
	Iteration 45Q: 3 clusters Score -2.27151e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -22715276.000000 Penalty: 5988.456543
	Iteration 46Q: 3 clusters Score -2.271528e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -22715588.000000 Penalty: 5988.456543
	Iteration 47Q: 3 clusters Score -2.271559e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -22715752.000000 Penalty: 5988.456543
	Iteration 48Q: 3 clusters Score -2.271575e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -22715850.000000 Penalty: 5988.456543
	Iteration 49Q: 3 clusters Score -2.271585e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -22715974.000000 Penalty: 5988.456543
	Iteration 50Q: 3 clusters Score -2.271597e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 172438 members 
Entering Unmasked Estep 
Score: -22716046.000000 Penalty: 5988.456543
	Iteration 51Q: 3 clusters Score -2.271605e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 172652 members 
Entering Unmasked Estep 
Score: -22716142.000000 Penalty: 5988.456543
	Iteration 52Q: 3 clusters Score -2.271614e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -22716186.000000 Penalty: 5988.456543
	Iteration 53Q: 3 clusters Score -2.271619e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -22716266.000000 Penalty: 5988.456543
	Iteration 54Q: 3 clusters Score -2.271627e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -22716326.000000 Penalty: 5988.456543
	Iteration 55Q: 3 clusters Score -2.271633e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 173235 members 
Entering Unmasked Estep 
Score: -22716420.000000 Penalty: 5988.456543
	Iteration 56Q: 3 clusters Score -2.271642e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 173341 members 
Entering Unmasked Estep 
Score: -22716418.000000 Penalty: 5988.456543
	Iteration 57Q: 3 clusters Score -2.271642e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -22716468.000000 Penalty: 5988.456543
	Iteration 58Q: 3 clusters Score -2.271647e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 173530 members 
Entering Unmasked Estep 
Score: -22716478.000000 Penalty: 5988.456543
	Iteration 59Q: 3 clusters Score -2.271648e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 173603 members 
Entering Unmasked Estep 
Score: -22716540.000000 Penalty: 5988.456543
	Iteration 60F: 3 clusters Score -2.271654e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -22716570.000000 Penalty: 5988.456543
	Iteration 61Q: 3 clusters Score -2.271657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -22716576.000000 Penalty: 5988.456543
	Iteration 62Q: 3 clusters Score -2.271658e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 173746 members 
Entering Unmasked Estep 
Score: -22716594.000000 Penalty: 5988.456543
	Iteration 63Q: 3 clusters Score -2.271659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -22716588.000000 Penalty: 5988.456543
	Iteration 64Q: 3 clusters Score -2.271659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -22716600.000000 Penalty: 5988.456543
	Iteration 65Q: 3 clusters Score -2.27166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -22716622.000000 Penalty: 5988.456543
	Iteration 66Q: 3 clusters Score -2.271662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 173827 members 
Entering Unmasked Estep 
Score: -22716604.000000 Penalty: 5988.456543
	Iteration 67Q: 3 clusters Score -2.27166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -22716624.000000 Penalty: 5988.456543
	Iteration 68Q: 3 clusters Score -2.271662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -22716618.000000 Penalty: 5988.456543
	Iteration 69Q: 3 clusters Score -2.271662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 173875 members 
Entering Unmasked Estep 
Score: -22716628.000000 Penalty: 5988.456543
	Iteration 70Q: 3 clusters Score -2.271663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -22716618.000000 Penalty: 5988.456543
	Iteration 71Q: 3 clusters Score -2.271662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -22716610.000000 Penalty: 5988.456543
	Iteration 72Q: 3 clusters Score -2.271661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -22716618.000000 Penalty: 5988.456543
	Iteration 73Q: 3 clusters Score -2.271662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -22716616.000000 Penalty: 5988.456543
	Iteration 74Q: 3 clusters Score -2.271662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -22716634.000000 Penalty: 5988.456543
	Iteration 75Q: 3 clusters Score -2.271663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -22716638.000000 Penalty: 5988.456543
	Iteration 76Q: 3 clusters Score -2.271664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -22716652.000000 Penalty: 5988.456543
	Iteration 77Q: 3 clusters Score -2.271665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -22716650.000000 Penalty: 5988.456543
	Iteration 78Q: 3 clusters Score -2.271665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -22716676.000000 Penalty: 5988.456543
	Iteration 79Q: 3 clusters Score -2.271668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -22716678.000000 Penalty: 5988.456543
	Iteration 80F: 3 clusters Score -2.271668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -22716676.000000 Penalty: 5988.456543
	Iteration 81Q: 3 clusters Score -2.271668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 173993 members 
Entering Unmasked Estep 
Score: -22716668.000000 Penalty: 5988.456543
	Iteration 82Q: 3 clusters Score -2.271667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22716678.000000 Penalty: 5988.456543
	Iteration 83Q: 3 clusters Score -2.271668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -22716678.000000 Penalty: 5988.456543
	Iteration 84Q: 3 clusters Score -2.271668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22716680.000000 Penalty: 5988.456543
	Iteration 85Q: 3 clusters Score -2.271668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -22716676.000000 Penalty: 5988.456543
	Iteration 86Q: 3 clusters Score -2.271668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -22716668.000000 Penalty: 5988.456543
	Iteration 87Q: 3 clusters Score -2.271667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -22716668.000000 Penalty: 5988.456543
	Iteration 88Q: 3 clusters Score -2.271667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -22716668.000000 Penalty: 5988.456543
	Iteration 89F: 3 clusters Score -2.271667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -424912.718750 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -424912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -421430.281250 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -421430.3 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -422135.562500 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -422135.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -422285.812500 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -422285.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -422360.125000 Penalty: 4017.077393
	Iteration 3Q: 3 clusters Score -422360.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -422425.312500 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -422425.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -422475.343750 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -422475.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -422516.187500 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -422516.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -422547.593750 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -422547.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -422573.187500 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -422573.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -422588.937500 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -422588.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -422608.406250 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -422608.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -422624.593750 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -422624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -422638.093750 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -422638.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -422646.343750 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -422646.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -422651.250000 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -422651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -422657.250000 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -422657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -422663.562500 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -422663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -422668.687500 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -422668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -422673.781250 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -422673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -422679.281250 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -422679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -422682.593750 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -422682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -422686.437500 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -422686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -422690.750000 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -422690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -422695.656250 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -422695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -422700.156250 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -422700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422704.125000 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -422704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -422707.968750 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -422708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -422711.187500 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -422711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -422712.937500 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -422712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -422713.812500 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -422713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -422715.750000 Penalty: 4017.077393
	Iteration 30Q: 3 clusters Score -422715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -422717.281250 Penalty: 4017.077393
	Iteration 31Q: 3 clusters Score -422717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -422720.187500 Penalty: 4017.077393
	Iteration 32Q: 3 clusters Score -422720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -422723.593750 Penalty: 4017.077393
	Iteration 33Q: 3 clusters Score -422723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -422726.468750 Penalty: 4017.077393
	Iteration 34Q: 3 clusters Score -422726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -422731.781250 Penalty: 4017.077393
	Iteration 35Q: 3 clusters Score -422731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -422733.937500 Penalty: 4017.077393
	Iteration 36Q: 3 clusters Score -422733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -422738.500000 Penalty: 4017.077393
	Iteration 37Q: 3 clusters Score -422738.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -422744.031250 Penalty: 4017.077393
	Iteration 38Q: 3 clusters Score -422744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -422750.093750 Penalty: 4017.077393
	Iteration 39Q: 3 clusters Score -422750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -422753.718750 Penalty: 4017.077393
	Iteration 40F: 3 clusters Score -422753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -422755.156250 Penalty: 4017.077393
	Iteration 41Q: 3 clusters Score -422755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -422757.312500 Penalty: 4017.077393
	Iteration 42Q: 3 clusters Score -422757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -422757.437500 Penalty: 4017.077393
	Iteration 43Q: 3 clusters Score -422757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -422758.031250 Penalty: 4017.077393
	Iteration 44Q: 3 clusters Score -422758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -422758.031250 Penalty: 4017.077393
	Iteration 45F: 3 clusters Score -422758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Entering Unmasked Estep 
Score: -9432333.000000 Penalty: 2783.270996
	Iteration 0F: 2 clusters Score -9432333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -9382270.000000 Penalty: 5566.541992
	Iteration 0F: 3 clusters Score -9382270 nChanged 35040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -9402347.000000 Penalty: 5566.541992
	Iteration 1F: 3 clusters Score -9402347 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -9403429.000000 Penalty: 5566.541992
	Iteration 2Q: 3 clusters Score -9403429 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -9405253.000000 Penalty: 5566.541992
	Iteration 3Q: 3 clusters Score -9405253 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -9408320.000000 Penalty: 5566.541992
	Iteration 4F: 3 clusters Score -9408320 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -9413389.000000 Penalty: 5566.541992
	Iteration 5F: 3 clusters Score -9413389 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9420206.000000 Penalty: 5566.541992
	Iteration 6F: 3 clusters Score -9420206 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -9425980.000000 Penalty: 5566.541992
	Iteration 7F: 3 clusters Score -9425980 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -9428616.000000 Penalty: 5566.541992
	Iteration 8Q: 3 clusters Score -9428616 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -9429438.000000 Penalty: 5566.541992
	Iteration 9Q: 3 clusters Score -9429438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -9429665.000000 Penalty: 5566.541992
	Iteration 10Q: 3 clusters Score -9429665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -9429766.000000 Penalty: 5566.541992
	Iteration 11Q: 3 clusters Score -9429766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -9429837.000000 Penalty: 5566.541992
	Iteration 12Q: 3 clusters Score -9429837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9429870.000000 Penalty: 5566.541992
	Iteration 13Q: 3 clusters Score -9429870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -9429888.000000 Penalty: 5566.541992
	Iteration 14Q: 3 clusters Score -9429888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -9429893.000000 Penalty: 5566.541992
	Iteration 15Q: 3 clusters Score -9429893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -9429900.000000 Penalty: 5566.541992
	Iteration 16Q: 3 clusters Score -9429900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -9429902.000000 Penalty: 5566.541992
	Iteration 17Q: 3 clusters Score -9429902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -9429902.000000 Penalty: 5566.541992
	Iteration 18Q: 3 clusters Score -9429902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -9429911.000000 Penalty: 5566.541992
	Iteration 19Q: 3 clusters Score -9429911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9429915.000000 Penalty: 5566.541992
	Iteration 20F: 3 clusters Score -9429915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -9429919.000000 Penalty: 5566.541992
	Iteration 21Q: 3 clusters Score -9429919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -9429919.000000 Penalty: 5566.541992
	Iteration 22F: 3 clusters Score -9429919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Entering Unmasked Estep 
Score: -1439232.625000 Penalty: 2316.420166
	Iteration 0F: 2 clusters Score -1439233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1430667.000000 Penalty: 4632.840332
	Iteration 0F: 3 clusters Score -1430667 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1433454.875000 Penalty: 4632.840332
	Iteration 1F: 3 clusters Score -1433455 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1433970.000000 Penalty: 4632.840332
	Iteration 2F: 3 clusters Score -1433970 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1434420.625000 Penalty: 4632.840332
	Iteration 3F: 3 clusters Score -1434421 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1434809.625000 Penalty: 4632.840332
	Iteration 4F: 3 clusters Score -1434810 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1435188.375000 Penalty: 4632.840332
	Iteration 5F: 3 clusters Score -1435188 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1435550.625000 Penalty: 4632.840332
	Iteration 6Q: 3 clusters Score -1435551 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1435893.500000 Penalty: 4632.840332
	Iteration 7Q: 3 clusters Score -1435894 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1436158.250000 Penalty: 4632.840332
	Iteration 8Q: 3 clusters Score -1436158 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1436441.500000 Penalty: 4632.840332
	Iteration 9Q: 3 clusters Score -1436442 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1436710.625000 Penalty: 4632.840332
	Iteration 10Q: 3 clusters Score -1436711 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1436934.625000 Penalty: 4632.840332
	Iteration 11Q: 3 clusters Score -1436935 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1437115.375000 Penalty: 4632.840332
	Iteration 12Q: 3 clusters Score -1437115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1437239.125000 Penalty: 4632.840332
	Iteration 13Q: 3 clusters Score -1437239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1437311.875000 Penalty: 4632.840332
	Iteration 14Q: 3 clusters Score -1437312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1437370.000000 Penalty: 4632.840332
	Iteration 15Q: 3 clusters Score -1437370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1437410.375000 Penalty: 4632.840332
	Iteration 16Q: 3 clusters Score -1437410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1437451.625000 Penalty: 4632.840332
	Iteration 17Q: 3 clusters Score -1437452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1437491.000000 Penalty: 4632.840332
	Iteration 18Q: 3 clusters Score -1437491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1437518.375000 Penalty: 4632.840332
	Iteration 19Q: 3 clusters Score -1437518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1437540.875000 Penalty: 4632.840332
	Iteration 20F: 3 clusters Score -1437541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1437550.250000 Penalty: 4632.840332
	Iteration 21Q: 3 clusters Score -1437550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1437562.875000 Penalty: 4632.840332
	Iteration 22Q: 3 clusters Score -1437563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1437574.875000 Penalty: 4632.840332
	Iteration 23Q: 3 clusters Score -1437575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1437583.125000 Penalty: 4632.840332
	Iteration 24Q: 3 clusters Score -1437583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1437589.875000 Penalty: 4632.840332
	Iteration 25Q: 3 clusters Score -1437590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1437601.375000 Penalty: 4632.840332
	Iteration 26Q: 3 clusters Score -1437601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1437611.250000 Penalty: 4632.840332
	Iteration 27Q: 3 clusters Score -1437611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1437619.625000 Penalty: 4632.840332
	Iteration 28Q: 3 clusters Score -1437620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1437625.500000 Penalty: 4632.840332
	Iteration 29Q: 3 clusters Score -1437626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1437633.500000 Penalty: 4632.840332
	Iteration 30Q: 3 clusters Score -1437634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1437639.500000 Penalty: 4632.840332
	Iteration 31Q: 3 clusters Score -1437640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1437639.125000 Penalty: 4632.840332
	Iteration 32Q: 3 clusters Score -1437639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1437639.125000 Penalty: 4632.840332
	Iteration 33F: 3 clusters Score -1437639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -40632.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -40632.59 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 176 members 
Entering Unmasked Estep 
Score: -39293.105469 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -39293.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39449.257812 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -39449.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39515.113281 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -39515.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39530.246094 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -39530.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39532.085938 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -39532.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39535.210938 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -39535.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39535.210938 Penalty: 2912.570557
	Iteration 6F: 3 clusters Score -39535.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (196898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196898 members 
Entering Unmasked Estep 
Score: -25434080.000000 Penalty: 3023.229492
	Iteration 0F: 2 clusters Score -2.543408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -25307490.000000 Penalty: 6046.458984
	Iteration 0F: 3 clusters Score -2.530749e+07 nChanged 94746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -25362466.000000 Penalty: 6046.458984
	Iteration 1F: 3 clusters Score -2.536247e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -25363506.000000 Penalty: 6046.458984
	Iteration 2Q: 3 clusters Score -2.536351e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -25364848.000000 Penalty: 6046.458984
	Iteration 3Q: 3 clusters Score -2.536485e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -25366874.000000 Penalty: 6046.458984
	Iteration 4Q: 3 clusters Score -2.536687e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -25370088.000000 Penalty: 6046.458984
	Iteration 5Q: 3 clusters Score -2.537009e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -25375500.000000 Penalty: 6046.458984
	Iteration 6Q: 3 clusters Score -2.53755e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137585 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -25384258.000000 Penalty: 6046.458984
	Iteration 7F: 3 clusters Score -2.538426e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -25396456.000000 Penalty: 6046.458984
	Iteration 8F: 3 clusters Score -2.539646e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -25410908.000000 Penalty: 6046.458984
	Iteration 9F: 3 clusters Score -2.541091e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -25421842.000000 Penalty: 6046.458984
	Iteration 10F: 3 clusters Score -2.542184e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190165 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -25427484.000000 Penalty: 6046.458984
	Iteration 11Q: 3 clusters Score -2.542748e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -25429788.000000 Penalty: 6046.458984
	Iteration 12Q: 3 clusters Score -2.542979e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195362 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25430674.000000 Penalty: 6046.458984
	Iteration 13Q: 3 clusters Score -2.543067e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195947 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -25431054.000000 Penalty: 6046.458984
	Iteration 14Q: 3 clusters Score -2.543105e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196180 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25431236.000000 Penalty: 6046.458984
	Iteration 15Q: 3 clusters Score -2.543124e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196282 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25431334.000000 Penalty: 6046.458984
	Iteration 16Q: 3 clusters Score -2.543133e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25431384.000000 Penalty: 6046.458984
	Iteration 17Q: 3 clusters Score -2.543138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196353 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -25431462.000000 Penalty: 6046.458984
	Iteration 18Q: 3 clusters Score -2.543146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -25431452.000000 Penalty: 6046.458984
	Iteration 19Q: 3 clusters Score -2.543145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196397 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25431478.000000 Penalty: 6046.458984
	Iteration 20F: 3 clusters Score -2.543148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -25431484.000000 Penalty: 6046.458984
	Iteration 21Q: 3 clusters Score -2.543148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196417 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -25431500.000000 Penalty: 6046.458984
	Iteration 22Q: 3 clusters Score -2.54315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -25431496.000000 Penalty: 6046.458984
	Iteration 23Q: 3 clusters Score -2.54315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -25431520.000000 Penalty: 6046.458984
	Iteration 24Q: 3 clusters Score -2.543152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 25Q: 3 clusters Score -2.543153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -25431532.000000 Penalty: 6046.458984
	Iteration 26Q: 3 clusters Score -2.543153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -25431534.000000 Penalty: 6046.458984
	Iteration 27Q: 3 clusters Score -2.543153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 28Q: 3 clusters Score -2.543153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25431528.000000 Penalty: 6046.458984
	Iteration 29Q: 3 clusters Score -2.543153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 30Q: 3 clusters Score -2.543153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 31Q: 3 clusters Score -2.543153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 32Q: 3 clusters Score -2.543153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25431530.000000 Penalty: 6046.458984
	Iteration 33F: 3 clusters Score -2.543153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Entering Unmasked Estep 
Score: -23616356.000000 Penalty: 3004.487061
	Iteration 0F: 2 clusters Score -2.361636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -23497624.000000 Penalty: 6008.974121
	Iteration 0F: 3 clusters Score -2.349762e+07 nChanged 87637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -23549312.000000 Penalty: 6008.974121
	Iteration 1F: 3 clusters Score -2.354931e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -23551050.000000 Penalty: 6008.974121
	Iteration 2Q: 3 clusters Score -2.355105e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -23554072.000000 Penalty: 6008.974121
	Iteration 3Q: 3 clusters Score -2.355407e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -23559050.000000 Penalty: 6008.974121
	Iteration 4F: 3 clusters Score -2.355905e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -23566894.000000 Penalty: 6008.974121
	Iteration 5F: 3 clusters Score -2.356689e+07 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -23578692.000000 Penalty: 6008.974121
	Iteration 6F: 3 clusters Score -2.357869e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -23591504.000000 Penalty: 6008.974121
	Iteration 7F: 3 clusters Score -2.35915e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -23601876.000000 Penalty: 6008.974121
	Iteration 8F: 3 clusters Score -2.360188e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -23607558.000000 Penalty: 6008.974121
	Iteration 9Q: 3 clusters Score -2.360756e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -23610114.000000 Penalty: 6008.974121
	Iteration 10Q: 3 clusters Score -2.361011e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -23611328.000000 Penalty: 6008.974121
	Iteration 11Q: 3 clusters Score -2.361133e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170506 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -23612340.000000 Penalty: 6008.974121
	Iteration 12Q: 3 clusters Score -2.361234e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172163 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -23613086.000000 Penalty: 6008.974121
	Iteration 13Q: 3 clusters Score -2.361309e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -23613608.000000 Penalty: 6008.974121
	Iteration 14Q: 3 clusters Score -2.361361e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -23614022.000000 Penalty: 6008.974121
	Iteration 15Q: 3 clusters Score -2.361402e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -23614290.000000 Penalty: 6008.974121
	Iteration 16Q: 3 clusters Score -2.361429e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176798 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -23614400.000000 Penalty: 6008.974121
	Iteration 17Q: 3 clusters Score -2.36144e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -23614654.000000 Penalty: 6008.974121
	Iteration 18Q: 3 clusters Score -2.361465e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178134 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -23614760.000000 Penalty: 6008.974121
	Iteration 19Q: 3 clusters Score -2.361476e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -23614838.000000 Penalty: 6008.974121
	Iteration 20F: 3 clusters Score -2.361484e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -23614946.000000 Penalty: 6008.974121
	Iteration 21Q: 3 clusters Score -2.361495e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179337 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -23615048.000000 Penalty: 6008.974121
	Iteration 22Q: 3 clusters Score -2.361505e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -23615112.000000 Penalty: 6008.974121
	Iteration 23Q: 3 clusters Score -2.361511e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179797 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23615108.000000 Penalty: 6008.974121
	Iteration 24Q: 3 clusters Score -2.361511e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -23615098.000000 Penalty: 6008.974121
	Iteration 25Q: 3 clusters Score -2.36151e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23615100.000000 Penalty: 6008.974121
	Iteration 26Q: 3 clusters Score -2.36151e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180150 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -23615146.000000 Penalty: 6008.974121
	Iteration 27Q: 3 clusters Score -2.361515e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -23615130.000000 Penalty: 6008.974121
	Iteration 28Q: 3 clusters Score -2.361513e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180293 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23615106.000000 Penalty: 6008.974121
	Iteration 29Q: 3 clusters Score -2.361511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -23615162.000000 Penalty: 6008.974121
	Iteration 30Q: 3 clusters Score -2.361516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23615128.000000 Penalty: 6008.974121
	Iteration 31Q: 3 clusters Score -2.361513e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -23615110.000000 Penalty: 6008.974121
	Iteration 32Q: 3 clusters Score -2.361511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180521 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23615098.000000 Penalty: 6008.974121
	Iteration 33Q: 3 clusters Score -2.36151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180563 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23615102.000000 Penalty: 6008.974121
	Iteration 34Q: 3 clusters Score -2.36151e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180600 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -23615076.000000 Penalty: 6008.974121
	Iteration 35Q: 3 clusters Score -2.361508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23615106.000000 Penalty: 6008.974121
	Iteration 36Q: 3 clusters Score -2.361511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23615112.000000 Penalty: 6008.974121
	Iteration 37Q: 3 clusters Score -2.361511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180693 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23615088.000000 Penalty: 6008.974121
	Iteration 38Q: 3 clusters Score -2.361509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23615082.000000 Penalty: 6008.974121
	Iteration 39Q: 3 clusters Score -2.361508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -23615072.000000 Penalty: 6008.974121
	Iteration 40F: 3 clusters Score -2.361507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -23615082.000000 Penalty: 6008.974121
	Iteration 41Q: 3 clusters Score -2.361508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -23615082.000000 Penalty: 6008.974121
	Iteration 42Q: 3 clusters Score -2.361508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180736 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -23615090.000000 Penalty: 6008.974121
	Iteration 43Q: 3 clusters Score -2.361509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180746 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23615058.000000 Penalty: 6008.974121
	Iteration 44Q: 3 clusters Score -2.361506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23615090.000000 Penalty: 6008.974121
	Iteration 45Q: 3 clusters Score -2.361509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180762 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 46Q: 3 clusters Score -2.361506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180768 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23615066.000000 Penalty: 6008.974121
	Iteration 47Q: 3 clusters Score -2.361507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 48Q: 3 clusters Score -2.361506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 49Q: 3 clusters Score -2.361506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 50Q: 3 clusters Score -2.361506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180788 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -23615070.000000 Penalty: 6008.974121
	Iteration 51Q: 3 clusters Score -2.361507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -23615056.000000 Penalty: 6008.974121
	Iteration 52Q: 3 clusters Score -2.361506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23615052.000000 Penalty: 6008.974121
	Iteration 53Q: 3 clusters Score -2.361505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180797 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23615058.000000 Penalty: 6008.974121
	Iteration 54Q: 3 clusters Score -2.361506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23615066.000000 Penalty: 6008.974121
	Iteration 55Q: 3 clusters Score -2.361507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23615064.000000 Penalty: 6008.974121
	Iteration 56Q: 3 clusters Score -2.361506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23615058.000000 Penalty: 6008.974121
	Iteration 57Q: 3 clusters Score -2.361506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180805 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23615052.000000 Penalty: 6008.974121
	Iteration 58Q: 3 clusters Score -2.361505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 59Q: 3 clusters Score -2.361506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23615060.000000 Penalty: 6008.974121
	Iteration 60F: 3 clusters Score -2.361506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196888 members 
Entering Unmasked Estep 
Score: -25468572.000000 Penalty: 3023.216797
	Iteration 0F: 2 clusters Score -2.546857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -25341908.000000 Penalty: 6046.433594
	Iteration 0F: 3 clusters Score -2.534191e+07 nChanged 94748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -25398564.000000 Penalty: 6046.433594
	Iteration 1F: 3 clusters Score -2.539856e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -25400836.000000 Penalty: 6046.433594
	Iteration 2Q: 3 clusters Score -2.540084e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -25404500.000000 Penalty: 6046.433594
	Iteration 3Q: 3 clusters Score -2.54045e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -25410678.000000 Penalty: 6046.433594
	Iteration 4F: 3 clusters Score -2.541068e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -25420476.000000 Penalty: 6046.433594
	Iteration 5F: 3 clusters Score -2.542048e+07 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140038 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -25433692.000000 Penalty: 6046.433594
	Iteration 6F: 3 clusters Score -2.543369e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149127 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -25446894.000000 Penalty: 6046.433594
	Iteration 7F: 3 clusters Score -2.544689e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -25454836.000000 Penalty: 6046.433594
	Iteration 8F: 3 clusters Score -2.545484e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -25458078.000000 Penalty: 6046.433594
	Iteration 9Q: 3 clusters Score -2.545808e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -25459362.000000 Penalty: 6046.433594
	Iteration 10Q: 3 clusters Score -2.545936e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -25460326.000000 Penalty: 6046.433594
	Iteration 11Q: 3 clusters Score -2.546033e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -25461066.000000 Penalty: 6046.433594
	Iteration 12Q: 3 clusters Score -2.546107e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -25461752.000000 Penalty: 6046.433594
	Iteration 13Q: 3 clusters Score -2.546175e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -25462542.000000 Penalty: 6046.433594
	Iteration 14Q: 3 clusters Score -2.546254e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170599 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -25463200.000000 Penalty: 6046.433594
	Iteration 15Q: 3 clusters Score -2.54632e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173108 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -25463970.000000 Penalty: 6046.433594
	Iteration 16Q: 3 clusters Score -2.546397e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -25464552.000000 Penalty: 6046.433594
	Iteration 17Q: 3 clusters Score -2.546455e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -25465164.000000 Penalty: 6046.433594
	Iteration 18Q: 3 clusters Score -2.546516e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -25465644.000000 Penalty: 6046.433594
	Iteration 19Q: 3 clusters Score -2.546564e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -25466036.000000 Penalty: 6046.433594
	Iteration 20F: 3 clusters Score -2.546604e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -25466550.000000 Penalty: 6046.433594
	Iteration 21Q: 3 clusters Score -2.546655e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -25466868.000000 Penalty: 6046.433594
	Iteration 22Q: 3 clusters Score -2.546687e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -25467036.000000 Penalty: 6046.433594
	Iteration 23Q: 3 clusters Score -2.546704e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189213 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -25467176.000000 Penalty: 6046.433594
	Iteration 24Q: 3 clusters Score -2.546718e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190231 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -25467312.000000 Penalty: 6046.433594
	Iteration 25Q: 3 clusters Score -2.546731e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191049 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -25467312.000000 Penalty: 6046.433594
	Iteration 26Q: 3 clusters Score -2.546731e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -25467346.000000 Penalty: 6046.433594
	Iteration 27Q: 3 clusters Score -2.546735e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192207 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -25467318.000000 Penalty: 6046.433594
	Iteration 28Q: 3 clusters Score -2.546732e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192588 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -25467356.000000 Penalty: 6046.433594
	Iteration 29Q: 3 clusters Score -2.546736e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192919 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -25467264.000000 Penalty: 6046.433594
	Iteration 30Q: 3 clusters Score -2.546726e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193193 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -25467262.000000 Penalty: 6046.433594
	Iteration 31Q: 3 clusters Score -2.546726e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193413 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -25467288.000000 Penalty: 6046.433594
	Iteration 32Q: 3 clusters Score -2.546729e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193637 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -25467188.000000 Penalty: 6046.433594
	Iteration 33Q: 3 clusters Score -2.546719e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193842 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -25467194.000000 Penalty: 6046.433594
	Iteration 34Q: 3 clusters Score -2.546719e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -25467222.000000 Penalty: 6046.433594
	Iteration 35Q: 3 clusters Score -2.546722e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -25467206.000000 Penalty: 6046.433594
	Iteration 36Q: 3 clusters Score -2.546721e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194245 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -25467150.000000 Penalty: 6046.433594
	Iteration 37Q: 3 clusters Score -2.546715e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194338 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25467110.000000 Penalty: 6046.433594
	Iteration 38Q: 3 clusters Score -2.546711e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194410 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -25467100.000000 Penalty: 6046.433594
	Iteration 39Q: 3 clusters Score -2.54671e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194475 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -25467102.000000 Penalty: 6046.433594
	Iteration 40F: 3 clusters Score -2.54671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194526 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -25467102.000000 Penalty: 6046.433594
	Iteration 41Q: 3 clusters Score -2.54671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194562 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -25467116.000000 Penalty: 6046.433594
	Iteration 42Q: 3 clusters Score -2.546712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -25467110.000000 Penalty: 6046.433594
	Iteration 43Q: 3 clusters Score -2.546711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194594 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25467100.000000 Penalty: 6046.433594
	Iteration 44Q: 3 clusters Score -2.54671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194602 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -25467094.000000 Penalty: 6046.433594
	Iteration 45Q: 3 clusters Score -2.546709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -25467104.000000 Penalty: 6046.433594
	Iteration 46Q: 3 clusters Score -2.54671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -25467084.000000 Penalty: 6046.433594
	Iteration 47Q: 3 clusters Score -2.546708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194627 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -25467092.000000 Penalty: 6046.433594
	Iteration 48Q: 3 clusters Score -2.546709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194633 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -25467088.000000 Penalty: 6046.433594
	Iteration 49Q: 3 clusters Score -2.546709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -25467102.000000 Penalty: 6046.433594
	Iteration 50Q: 3 clusters Score -2.54671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -25467070.000000 Penalty: 6046.433594
	Iteration 51Q: 3 clusters Score -2.546707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194657 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -25467064.000000 Penalty: 6046.433594
	Iteration 52Q: 3 clusters Score -2.546706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194671 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -25467060.000000 Penalty: 6046.433594
	Iteration 53Q: 3 clusters Score -2.546706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194682 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25467062.000000 Penalty: 6046.433594
	Iteration 54Q: 3 clusters Score -2.546706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -25467066.000000 Penalty: 6046.433594
	Iteration 55Q: 3 clusters Score -2.546707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194704 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25467068.000000 Penalty: 6046.433594
	Iteration 56Q: 3 clusters Score -2.546707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194710 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -25467060.000000 Penalty: 6046.433594
	Iteration 57Q: 3 clusters Score -2.546706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194719 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -25467052.000000 Penalty: 6046.433594
	Iteration 58Q: 3 clusters Score -2.546705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -25467052.000000 Penalty: 6046.433594
	Iteration 59Q: 3 clusters Score -2.546705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194741 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -25467062.000000 Penalty: 6046.433594
	Iteration 60F: 3 clusters Score -2.546706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -25467072.000000 Penalty: 6046.433594
	Iteration 61Q: 3 clusters Score -2.546707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194749 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25467074.000000 Penalty: 6046.433594
	Iteration 62Q: 3 clusters Score -2.546707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -25467066.000000 Penalty: 6046.433594
	Iteration 63Q: 3 clusters Score -2.546707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194759 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -25467082.000000 Penalty: 6046.433594
	Iteration 64Q: 3 clusters Score -2.546708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194762 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25467070.000000 Penalty: 6046.433594
	Iteration 65Q: 3 clusters Score -2.546707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25467076.000000 Penalty: 6046.433594
	Iteration 66Q: 3 clusters Score -2.546708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -25467076.000000 Penalty: 6046.433594
	Iteration 67Q: 3 clusters Score -2.546708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194772 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -25467078.000000 Penalty: 6046.433594
	Iteration 68Q: 3 clusters Score -2.546708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194775 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -25467080.000000 Penalty: 6046.433594
	Iteration 69Q: 3 clusters Score -2.546708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194780 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -25467072.000000 Penalty: 6046.433594
	Iteration 70Q: 3 clusters Score -2.546707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194780 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -25467068.000000 Penalty: 6046.433594
	Iteration 71Q: 3 clusters Score -2.546707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194781 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -25467072.000000 Penalty: 6046.433594
	Iteration 72Q: 3 clusters Score -2.546707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194781 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -25467072.000000 Penalty: 6046.433594
	Iteration 73F: 3 clusters Score -2.546707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -42433.316406 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -42433.32 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 170 members 
Entering Unmasked Estep 
Score: -41088.796875 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -41088.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41200.332031 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -41200.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41231.937500 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -41231.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41252.730469 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -41252.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41266.093750 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -41266.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41274.347656 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -41274.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41275.894531 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -41275.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41281.507812 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -41281.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41287.324219 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -41287.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41293.019531 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -41293.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41293.019531 Penalty: 2919.507568
	Iteration 10F: 3 clusters Score -41293.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -790661.500000 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -790661.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -785162.812500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -785162.8 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -786711.625000 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -786711.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -786988.937500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -786988.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -787158.187500 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -787158.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -787288.250000 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -787288.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -787393.750000 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -787393.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -787473.687500 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -787473.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -787554.187500 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -787554.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -787612.625000 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -787612.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -787669.687500 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -787669.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -787733.375000 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -787733.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -787787.312500 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -787787.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -787823.562500 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -787823.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -787854.750000 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -787854.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -787879.875000 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -787879.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -787905.750000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -787905.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -787921.000000 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -787921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -787936.375000 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -787936.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -787952.812500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -787952.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -787975.375000 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -787975.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -787995.562500 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -787995.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -788013.687500 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -788013.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -788033.812500 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -788033.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -788055.312500 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -788055.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -788081.375000 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -788081.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -788111.375000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -788111.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -788142.875000 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -788142.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -788171.375000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -788171.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -788198.625000 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -788198.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -788228.687500 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -788228.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -788254.875000 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -788254.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -788280.437500 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -788280.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -788300.000000 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -788300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -788318.125000 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -788318.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -788344.437500 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -788344.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -788371.250000 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -788371.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -788393.062500 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -788393.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -788412.500000 Penalty: 4352.519531
	Iteration 37Q: 3 clusters Score -788412.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -788435.312500 Penalty: 4352.519531
	Iteration 38Q: 3 clusters Score -788435.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -788457.687500 Penalty: 4352.519531
	Iteration 39Q: 3 clusters Score -788457.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -788478.312500 Penalty: 4352.519531
	Iteration 40F: 3 clusters Score -788478.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -788497.937500 Penalty: 4352.519531
	Iteration 41Q: 3 clusters Score -788497.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -788519.812500 Penalty: 4352.519531
	Iteration 42Q: 3 clusters Score -788519.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -788546.812500 Penalty: 4352.519531
	Iteration 43Q: 3 clusters Score -788546.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -788571.875000 Penalty: 4352.519531
	Iteration 44Q: 3 clusters Score -788571.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -788600.250000 Penalty: 4352.519531
	Iteration 45Q: 3 clusters Score -788600.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -788639.812500 Penalty: 4352.519531
	Iteration 46Q: 3 clusters Score -788639.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -788672.312500 Penalty: 4352.519531
	Iteration 47Q: 3 clusters Score -788672.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -788697.562500 Penalty: 4352.519531
	Iteration 48Q: 3 clusters Score -788697.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -788721.250000 Penalty: 4352.519531
	Iteration 49Q: 3 clusters Score -788721.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -788737.187500 Penalty: 4352.519531
	Iteration 50Q: 3 clusters Score -788737.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -788752.250000 Penalty: 4352.519531
	Iteration 51Q: 3 clusters Score -788752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -788768.187500 Penalty: 4352.519531
	Iteration 52Q: 3 clusters Score -788768.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -788779.062500 Penalty: 4352.519531
	Iteration 53Q: 3 clusters Score -788779.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -788786.937500 Penalty: 4352.519531
	Iteration 54Q: 3 clusters Score -788786.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -788794.500000 Penalty: 4352.519531
	Iteration 55Q: 3 clusters Score -788794.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -788800.250000 Penalty: 4352.519531
	Iteration 56Q: 3 clusters Score -788800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -788807.000000 Penalty: 4352.519531
	Iteration 57Q: 3 clusters Score -788807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -788811.375000 Penalty: 4352.519531
	Iteration 58Q: 3 clusters Score -788811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -788818.687500 Penalty: 4352.519531
	Iteration 59Q: 3 clusters Score -788818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -788821.875000 Penalty: 4352.519531
	Iteration 60F: 3 clusters Score -788821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -788824.375000 Penalty: 4352.519531
	Iteration 61Q: 3 clusters Score -788824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -788825.625000 Penalty: 4352.519531
	Iteration 62Q: 3 clusters Score -788825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -788828.625000 Penalty: 4352.519531
	Iteration 63Q: 3 clusters Score -788828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -788830.875000 Penalty: 4352.519531
	Iteration 64Q: 3 clusters Score -788830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -788832.125000 Penalty: 4352.519531
	Iteration 65Q: 3 clusters Score -788832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -788833.000000 Penalty: 4352.519531
	Iteration 66Q: 3 clusters Score -788833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -788833.000000 Penalty: 4352.519531
	Iteration 67F: 3 clusters Score -788833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Entering Unmasked Estep 
Score: -21613668.000000 Penalty: 2982.981934
	Iteration 0F: 2 clusters Score -2.161367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -21506508.000000 Penalty: 5965.963867
	Iteration 0F: 3 clusters Score -2.150651e+07 nChanged 80048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -21552742.000000 Penalty: 5965.963867
	Iteration 1F: 3 clusters Score -2.155274e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -21554404.000000 Penalty: 5965.963867
	Iteration 2Q: 3 clusters Score -2.15544e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -21556764.000000 Penalty: 5965.963867
	Iteration 3Q: 3 clusters Score -2.155676e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -21560530.000000 Penalty: 5965.963867
	Iteration 4Q: 3 clusters Score -2.156053e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -21565896.000000 Penalty: 5965.963867
	Iteration 5F: 3 clusters Score -2.15659e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -21573914.000000 Penalty: 5965.963867
	Iteration 6F: 3 clusters Score -2.157391e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -21584186.000000 Penalty: 5965.963867
	Iteration 7F: 3 clusters Score -2.158419e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -21594704.000000 Penalty: 5965.963867
	Iteration 8F: 3 clusters Score -2.15947e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -21602222.000000 Penalty: 5965.963867
	Iteration 9F: 3 clusters Score -2.160222e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -21605838.000000 Penalty: 5965.963867
	Iteration 10Q: 3 clusters Score -2.160584e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -21607688.000000 Penalty: 5965.963867
	Iteration 11Q: 3 clusters Score -2.160769e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -21608562.000000 Penalty: 5965.963867
	Iteration 12Q: 3 clusters Score -2.160856e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -21609000.000000 Penalty: 5965.963867
	Iteration 13Q: 3 clusters Score -2.1609e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -21609300.000000 Penalty: 5965.963867
	Iteration 14Q: 3 clusters Score -2.16093e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -21609616.000000 Penalty: 5965.963867
	Iteration 15Q: 3 clusters Score -2.160962e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -21609774.000000 Penalty: 5965.963867
	Iteration 16Q: 3 clusters Score -2.160977e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -21609908.000000 Penalty: 5965.963867
	Iteration 17Q: 3 clusters Score -2.160991e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -21610058.000000 Penalty: 5965.963867
	Iteration 18Q: 3 clusters Score -2.161006e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -21610254.000000 Penalty: 5965.963867
	Iteration 19Q: 3 clusters Score -2.161025e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -21610380.000000 Penalty: 5965.963867
	Iteration 20F: 3 clusters Score -2.161038e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -21610516.000000 Penalty: 5965.963867
	Iteration 21Q: 3 clusters Score -2.161052e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -21610506.000000 Penalty: 5965.963867
	Iteration 22Q: 3 clusters Score -2.161051e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -21610504.000000 Penalty: 5965.963867
	Iteration 23Q: 3 clusters Score -2.16105e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -21610534.000000 Penalty: 5965.963867
	Iteration 24Q: 3 clusters Score -2.161053e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -21610558.000000 Penalty: 5965.963867
	Iteration 25Q: 3 clusters Score -2.161056e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -21610580.000000 Penalty: 5965.963867
	Iteration 26Q: 3 clusters Score -2.161058e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -21610618.000000 Penalty: 5965.963867
	Iteration 27Q: 3 clusters Score -2.161062e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114161 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -21610562.000000 Penalty: 5965.963867
	Iteration 28Q: 3 clusters Score -2.161056e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -21610610.000000 Penalty: 5965.963867
	Iteration 29Q: 3 clusters Score -2.161061e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -21610630.000000 Penalty: 5965.963867
	Iteration 30Q: 3 clusters Score -2.161063e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -21610672.000000 Penalty: 5965.963867
	Iteration 31Q: 3 clusters Score -2.161067e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -21610696.000000 Penalty: 5965.963867
	Iteration 32Q: 3 clusters Score -2.16107e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -21610674.000000 Penalty: 5965.963867
	Iteration 33Q: 3 clusters Score -2.161067e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -21610642.000000 Penalty: 5965.963867
	Iteration 34Q: 3 clusters Score -2.161064e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -21610644.000000 Penalty: 5965.963867
	Iteration 35Q: 3 clusters Score -2.161064e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -21610660.000000 Penalty: 5965.963867
	Iteration 36Q: 3 clusters Score -2.161066e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -21610662.000000 Penalty: 5965.963867
	Iteration 37Q: 3 clusters Score -2.161066e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -21610688.000000 Penalty: 5965.963867
	Iteration 38Q: 3 clusters Score -2.161069e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -21610662.000000 Penalty: 5965.963867
	Iteration 39Q: 3 clusters Score -2.161066e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -21610656.000000 Penalty: 5965.963867
	Iteration 40F: 3 clusters Score -2.161066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -21610650.000000 Penalty: 5965.963867
	Iteration 41Q: 3 clusters Score -2.161065e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114155 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -21610668.000000 Penalty: 5965.963867
	Iteration 42Q: 3 clusters Score -2.161067e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -21610656.000000 Penalty: 5965.963867
	Iteration 43Q: 3 clusters Score -2.161066e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -21610648.000000 Penalty: 5965.963867
	Iteration 44Q: 3 clusters Score -2.161065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -21610660.000000 Penalty: 5965.963867
	Iteration 45Q: 3 clusters Score -2.161066e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -21610654.000000 Penalty: 5965.963867
	Iteration 46Q: 3 clusters Score -2.161065e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -21610670.000000 Penalty: 5965.963867
	Iteration 47Q: 3 clusters Score -2.161067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -21610662.000000 Penalty: 5965.963867
	Iteration 48Q: 3 clusters Score -2.161066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114387 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -21610672.000000 Penalty: 5965.963867
	Iteration 49Q: 3 clusters Score -2.161067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -21610712.000000 Penalty: 5965.963867
	Iteration 50Q: 3 clusters Score -2.161071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -21610700.000000 Penalty: 5965.963867
	Iteration 51Q: 3 clusters Score -2.16107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -21610702.000000 Penalty: 5965.963867
	Iteration 52Q: 3 clusters Score -2.16107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -21610702.000000 Penalty: 5965.963867
	Iteration 53Q: 3 clusters Score -2.16107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -21610716.000000 Penalty: 5965.963867
	Iteration 54Q: 3 clusters Score -2.161072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -21610720.000000 Penalty: 5965.963867
	Iteration 55Q: 3 clusters Score -2.161072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 5965.963867
	Iteration 56Q: 3 clusters Score -2.161071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114643 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -21610708.000000 Penalty: 5965.963867
	Iteration 57Q: 3 clusters Score -2.161071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -21610724.000000 Penalty: 5965.963867
	Iteration 58Q: 3 clusters Score -2.161072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -21610704.000000 Penalty: 5965.963867
	Iteration 59Q: 3 clusters Score -2.16107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -21610702.000000 Penalty: 5965.963867
	Iteration 60F: 3 clusters Score -2.16107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -21610692.000000 Penalty: 5965.963867
	Iteration 61Q: 3 clusters Score -2.161069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -21610710.000000 Penalty: 5965.963867
	Iteration 62Q: 3 clusters Score -2.161071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -21610702.000000 Penalty: 5965.963867
	Iteration 63Q: 3 clusters Score -2.16107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -21610694.000000 Penalty: 5965.963867
	Iteration 64Q: 3 clusters Score -2.161069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -21610674.000000 Penalty: 5965.963867
	Iteration 65Q: 3 clusters Score -2.161067e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -21610700.000000 Penalty: 5965.963867
	Iteration 66Q: 3 clusters Score -2.16107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -21610694.000000 Penalty: 5965.963867
	Iteration 67Q: 3 clusters Score -2.161069e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115067 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 5965.963867
	Iteration 68Q: 3 clusters Score -2.161071e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115130 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -21610702.000000 Penalty: 5965.963867
	Iteration 69Q: 3 clusters Score -2.16107e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -21610724.000000 Penalty: 5965.963867
	Iteration 70Q: 3 clusters Score -2.161072e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -21610712.000000 Penalty: 5965.963867
	Iteration 71Q: 3 clusters Score -2.161071e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -21610696.000000 Penalty: 5965.963867
	Iteration 72Q: 3 clusters Score -2.16107e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -21610680.000000 Penalty: 5965.963867
	Iteration 73Q: 3 clusters Score -2.161068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -21610712.000000 Penalty: 5965.963867
	Iteration 74Q: 3 clusters Score -2.161071e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -21610720.000000 Penalty: 5965.963867
	Iteration 75Q: 3 clusters Score -2.161072e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -21610698.000000 Penalty: 5965.963867
	Iteration 76Q: 3 clusters Score -2.16107e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -21610692.000000 Penalty: 5965.963867
	Iteration 77Q: 3 clusters Score -2.161069e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -21610652.000000 Penalty: 5965.963867
	Iteration 78Q: 3 clusters Score -2.161065e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -21610628.000000 Penalty: 5965.963867
	Iteration 79Q: 3 clusters Score -2.161063e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -21610654.000000 Penalty: 5965.963867
	Iteration 80F: 3 clusters Score -2.161065e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -21610616.000000 Penalty: 5965.963867
	Iteration 81Q: 3 clusters Score -2.161062e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -21610602.000000 Penalty: 5965.963867
	Iteration 82Q: 3 clusters Score -2.16106e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -21610654.000000 Penalty: 5965.963867
	Iteration 83Q: 3 clusters Score -2.161065e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -21610634.000000 Penalty: 5965.963867
	Iteration 84Q: 3 clusters Score -2.161063e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -21610634.000000 Penalty: 5965.963867
	Iteration 85Q: 3 clusters Score -2.161063e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -21610642.000000 Penalty: 5965.963867
	Iteration 86Q: 3 clusters Score -2.161064e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -21610690.000000 Penalty: 5965.963867
	Iteration 87Q: 3 clusters Score -2.161069e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117504 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -21610644.000000 Penalty: 5965.963867
	Iteration 88Q: 3 clusters Score -2.161064e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -21610588.000000 Penalty: 5965.963867
	Iteration 89Q: 3 clusters Score -2.161059e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117935 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -21610650.000000 Penalty: 5965.963867
	Iteration 90Q: 3 clusters Score -2.161065e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 5965.963867
	Iteration 91Q: 3 clusters Score -2.161071e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118362 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -21610698.000000 Penalty: 5965.963867
	Iteration 92Q: 3 clusters Score -2.16107e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -21610658.000000 Penalty: 5965.963867
	Iteration 93Q: 3 clusters Score -2.161066e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -21610668.000000 Penalty: 5965.963867
	Iteration 94Q: 3 clusters Score -2.161067e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -21610716.000000 Penalty: 5965.963867
	Iteration 95Q: 3 clusters Score -2.161072e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -21610760.000000 Penalty: 5965.963867
	Iteration 96Q: 3 clusters Score -2.161076e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -21610776.000000 Penalty: 5965.963867
	Iteration 97Q: 3 clusters Score -2.161078e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -21610680.000000 Penalty: 5965.963867
	Iteration 98Q: 3 clusters Score -2.161068e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -21610698.000000 Penalty: 5965.963867
	Iteration 99Q: 3 clusters Score -2.16107e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -21610696.000000 Penalty: 5965.963867
	Iteration 100F: 3 clusters Score -2.16107e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -21610676.000000 Penalty: 5965.963867
	Iteration 101Q: 3 clusters Score -2.161068e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 5965.963867
	Iteration 102Q: 3 clusters Score -2.161071e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120990 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -21610732.000000 Penalty: 5965.963867
	Iteration 103Q: 3 clusters Score -2.161073e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -21610740.000000 Penalty: 5965.963867
	Iteration 104Q: 3 clusters Score -2.161074e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -21610716.000000 Penalty: 5965.963867
	Iteration 105Q: 3 clusters Score -2.161072e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121798 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -21610666.000000 Penalty: 5965.963867
	Iteration 106Q: 3 clusters Score -2.161067e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122042 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -21610708.000000 Penalty: 5965.963867
	Iteration 107Q: 3 clusters Score -2.161071e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -21610704.000000 Penalty: 5965.963867
	Iteration 108Q: 3 clusters Score -2.16107e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122534 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -21610786.000000 Penalty: 5965.963867
	Iteration 109Q: 3 clusters Score -2.161079e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -21610758.000000 Penalty: 5965.963867
	Iteration 110Q: 3 clusters Score -2.161076e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -21610800.000000 Penalty: 5965.963867
	Iteration 111Q: 3 clusters Score -2.16108e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -21610830.000000 Penalty: 5965.963867
	Iteration 112Q: 3 clusters Score -2.161083e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123453 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -21610860.000000 Penalty: 5965.963867
	Iteration 113Q: 3 clusters Score -2.161086e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123684 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -21610916.000000 Penalty: 5965.963867
	Iteration 114Q: 3 clusters Score -2.161092e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -21610942.000000 Penalty: 5965.963867
	Iteration 115Q: 3 clusters Score -2.161094e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -21610904.000000 Penalty: 5965.963867
	Iteration 116Q: 3 clusters Score -2.16109e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -21610914.000000 Penalty: 5965.963867
	Iteration 117Q: 3 clusters Score -2.161091e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -21610950.000000 Penalty: 5965.963867
	Iteration 118Q: 3 clusters Score -2.161095e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -21610930.000000 Penalty: 5965.963867
	Iteration 119Q: 3 clusters Score -2.161093e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -21610902.000000 Penalty: 5965.963867
	Iteration 120F: 3 clusters Score -2.16109e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -21610900.000000 Penalty: 5965.963867
	Iteration 121Q: 3 clusters Score -2.16109e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -21610936.000000 Penalty: 5965.963867
	Iteration 122Q: 3 clusters Score -2.161094e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -21610992.000000 Penalty: 5965.963867
	Iteration 123Q: 3 clusters Score -2.161099e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125939 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -21611028.000000 Penalty: 5965.963867
	Iteration 124Q: 3 clusters Score -2.161103e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126177 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -21611026.000000 Penalty: 5965.963867
	Iteration 125Q: 3 clusters Score -2.161103e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -21611104.000000 Penalty: 5965.963867
	Iteration 126Q: 3 clusters Score -2.16111e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126618 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -21611100.000000 Penalty: 5965.963867
	Iteration 127Q: 3 clusters Score -2.16111e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -21611076.000000 Penalty: 5965.963867
	Iteration 128Q: 3 clusters Score -2.161108e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -21611080.000000 Penalty: 5965.963867
	Iteration 129Q: 3 clusters Score -2.161108e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -21611038.000000 Penalty: 5965.963867
	Iteration 130Q: 3 clusters Score -2.161104e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -21611028.000000 Penalty: 5965.963867
	Iteration 131Q: 3 clusters Score -2.161103e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -21611040.000000 Penalty: 5965.963867
	Iteration 132Q: 3 clusters Score -2.161104e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -21611058.000000 Penalty: 5965.963867
	Iteration 133Q: 3 clusters Score -2.161106e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -21611034.000000 Penalty: 5965.963867
	Iteration 134Q: 3 clusters Score -2.161103e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -21611064.000000 Penalty: 5965.963867
	Iteration 135Q: 3 clusters Score -2.161106e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -21611050.000000 Penalty: 5965.963867
	Iteration 136Q: 3 clusters Score -2.161105e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129269 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -21611118.000000 Penalty: 5965.963867
	Iteration 137Q: 3 clusters Score -2.161112e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -21611136.000000 Penalty: 5965.963867
	Iteration 138Q: 3 clusters Score -2.161114e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -21611138.000000 Penalty: 5965.963867
	Iteration 139Q: 3 clusters Score -2.161114e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130073 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -21611138.000000 Penalty: 5965.963867
	Iteration 140F: 3 clusters Score -2.161114e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -21611142.000000 Penalty: 5965.963867
	Iteration 141Q: 3 clusters Score -2.161114e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -21611184.000000 Penalty: 5965.963867
	Iteration 142Q: 3 clusters Score -2.161118e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130768 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -21611202.000000 Penalty: 5965.963867
	Iteration 143Q: 3 clusters Score -2.16112e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -21611224.000000 Penalty: 5965.963867
	Iteration 144Q: 3 clusters Score -2.161122e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131242 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -21611214.000000 Penalty: 5965.963867
	Iteration 145Q: 3 clusters Score -2.161121e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -21611278.000000 Penalty: 5965.963867
	Iteration 146Q: 3 clusters Score -2.161128e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131773 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -21611302.000000 Penalty: 5965.963867
	Iteration 147Q: 3 clusters Score -2.16113e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132044 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -21611194.000000 Penalty: 5965.963867
	Iteration 148Q: 3 clusters Score -2.161119e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -21611206.000000 Penalty: 5965.963867
	Iteration 149Q: 3 clusters Score -2.161121e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -21611200.000000 Penalty: 5965.963867
	Iteration 150Q: 3 clusters Score -2.16112e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132811 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -21611214.000000 Penalty: 5965.963867
	Iteration 151Q: 3 clusters Score -2.161121e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -21611270.000000 Penalty: 5965.963867
	Iteration 152Q: 3 clusters Score -2.161127e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133274 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -21611280.000000 Penalty: 5965.963867
	Iteration 153Q: 3 clusters Score -2.161128e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -21611300.000000 Penalty: 5965.963867
	Iteration 154Q: 3 clusters Score -2.16113e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133705 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -21611280.000000 Penalty: 5965.963867
	Iteration 155Q: 3 clusters Score -2.161128e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -21611336.000000 Penalty: 5965.963867
	Iteration 156Q: 3 clusters Score -2.161134e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -21611388.000000 Penalty: 5965.963867
	Iteration 157Q: 3 clusters Score -2.161139e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134431 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -21611390.000000 Penalty: 5965.963867
	Iteration 158Q: 3 clusters Score -2.161139e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -21611424.000000 Penalty: 5965.963867
	Iteration 159Q: 3 clusters Score -2.161142e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -21611420.000000 Penalty: 5965.963867
	Iteration 160F: 3 clusters Score -2.161142e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -21611468.000000 Penalty: 5965.963867
	Iteration 161Q: 3 clusters Score -2.161147e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -21611486.000000 Penalty: 5965.963867
	Iteration 162Q: 3 clusters Score -2.161149e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135656 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -21611496.000000 Penalty: 5965.963867
	Iteration 163Q: 3 clusters Score -2.16115e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135902 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -21611466.000000 Penalty: 5965.963867
	Iteration 164Q: 3 clusters Score -2.161147e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -21611468.000000 Penalty: 5965.963867
	Iteration 165Q: 3 clusters Score -2.161147e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136369 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -21611478.000000 Penalty: 5965.963867
	Iteration 166Q: 3 clusters Score -2.161148e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -21611484.000000 Penalty: 5965.963867
	Iteration 167Q: 3 clusters Score -2.161148e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -21611480.000000 Penalty: 5965.963867
	Iteration 168Q: 3 clusters Score -2.161148e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137088 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -21611448.000000 Penalty: 5965.963867
	Iteration 169Q: 3 clusters Score -2.161145e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -21611420.000000 Penalty: 5965.963867
	Iteration 170Q: 3 clusters Score -2.161142e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -21611400.000000 Penalty: 5965.963867
	Iteration 171Q: 3 clusters Score -2.16114e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137833 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -21611410.000000 Penalty: 5965.963867
	Iteration 172Q: 3 clusters Score -2.161141e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -21611346.000000 Penalty: 5965.963867
	Iteration 173Q: 3 clusters Score -2.161135e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -21611386.000000 Penalty: 5965.963867
	Iteration 174Q: 3 clusters Score -2.161139e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -21611388.000000 Penalty: 5965.963867
	Iteration 175Q: 3 clusters Score -2.161139e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -21611394.000000 Penalty: 5965.963867
	Iteration 176Q: 3 clusters Score -2.161139e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -21611390.000000 Penalty: 5965.963867
	Iteration 177Q: 3 clusters Score -2.161139e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -21611404.000000 Penalty: 5965.963867
	Iteration 178Q: 3 clusters Score -2.16114e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139631 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -21611422.000000 Penalty: 5965.963867
	Iteration 179Q: 3 clusters Score -2.161142e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -21611444.000000 Penalty: 5965.963867
	Iteration 180F: 3 clusters Score -2.161144e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -21611414.000000 Penalty: 5965.963867
	Iteration 181Q: 3 clusters Score -2.161141e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -21611412.000000 Penalty: 5965.963867
	Iteration 182Q: 3 clusters Score -2.161141e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -21611438.000000 Penalty: 5965.963867
	Iteration 183Q: 3 clusters Score -2.161144e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -21611462.000000 Penalty: 5965.963867
	Iteration 184Q: 3 clusters Score -2.161146e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -21611512.000000 Penalty: 5965.963867
	Iteration 185Q: 3 clusters Score -2.161151e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -21611474.000000 Penalty: 5965.963867
	Iteration 186Q: 3 clusters Score -2.161147e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -21611486.000000 Penalty: 5965.963867
	Iteration 187Q: 3 clusters Score -2.161149e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -21611528.000000 Penalty: 5965.963867
	Iteration 188Q: 3 clusters Score -2.161153e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -21611570.000000 Penalty: 5965.963867
	Iteration 189Q: 3 clusters Score -2.161157e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142619 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -21611572.000000 Penalty: 5965.963867
	Iteration 190Q: 3 clusters Score -2.161157e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -21611594.000000 Penalty: 5965.963867
	Iteration 191Q: 3 clusters Score -2.161159e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143239 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -21611554.000000 Penalty: 5965.963867
	Iteration 192Q: 3 clusters Score -2.161155e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -21611598.000000 Penalty: 5965.963867
	Iteration 193Q: 3 clusters Score -2.16116e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -21611638.000000 Penalty: 5965.963867
	Iteration 194Q: 3 clusters Score -2.161164e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -21611620.000000 Penalty: 5965.963867
	Iteration 195Q: 3 clusters Score -2.161162e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -21611644.000000 Penalty: 5965.963867
	Iteration 196Q: 3 clusters Score -2.161164e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -21611662.000000 Penalty: 5965.963867
	Iteration 197Q: 3 clusters Score -2.161166e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -21611634.000000 Penalty: 5965.963867
	Iteration 198Q: 3 clusters Score -2.161163e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -21611598.000000 Penalty: 5965.963867
	Iteration 199Q: 3 clusters Score -2.16116e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -21611628.000000 Penalty: 5965.963867
	Iteration 200F: 3 clusters Score -2.161163e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -21611646.000000 Penalty: 5965.963867
	Iteration 201Q: 3 clusters Score -2.161165e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -21611636.000000 Penalty: 5965.963867
	Iteration 202Q: 3 clusters Score -2.161164e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146966 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -21611672.000000 Penalty: 5965.963867
	Iteration 203Q: 3 clusters Score -2.161167e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -21611680.000000 Penalty: 5965.963867
	Iteration 204Q: 3 clusters Score -2.161168e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -21611702.000000 Penalty: 5965.963867
	Iteration 205Q: 3 clusters Score -2.16117e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -21611716.000000 Penalty: 5965.963867
	Iteration 206Q: 3 clusters Score -2.161172e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148335 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -21611726.000000 Penalty: 5965.963867
	Iteration 207Q: 3 clusters Score -2.161173e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -21611732.000000 Penalty: 5965.963867
	Iteration 208Q: 3 clusters Score -2.161173e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -21611780.000000 Penalty: 5965.963867
	Iteration 209Q: 3 clusters Score -2.161178e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -21611810.000000 Penalty: 5965.963867
	Iteration 210Q: 3 clusters Score -2.161181e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -21611772.000000 Penalty: 5965.963867
	Iteration 211Q: 3 clusters Score -2.161177e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -21611806.000000 Penalty: 5965.963867
	Iteration 212Q: 3 clusters Score -2.161181e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -21611874.000000 Penalty: 5965.963867
	Iteration 213Q: 3 clusters Score -2.161187e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -21611894.000000 Penalty: 5965.963867
	Iteration 214Q: 3 clusters Score -2.161189e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -21611908.000000 Penalty: 5965.963867
	Iteration 215Q: 3 clusters Score -2.161191e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -21611974.000000 Penalty: 5965.963867
	Iteration 216Q: 3 clusters Score -2.161197e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151697 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -21611996.000000 Penalty: 5965.963867
	Iteration 217Q: 3 clusters Score -2.1612e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -21612036.000000 Penalty: 5965.963867
	Iteration 218Q: 3 clusters Score -2.161204e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -21612062.000000 Penalty: 5965.963867
	Iteration 219Q: 3 clusters Score -2.161206e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -21612072.000000 Penalty: 5965.963867
	Iteration 220F: 3 clusters Score -2.161207e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -21612070.000000 Penalty: 5965.963867
	Iteration 221Q: 3 clusters Score -2.161207e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -21612120.000000 Penalty: 5965.963867
	Iteration 222Q: 3 clusters Score -2.161212e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -21612106.000000 Penalty: 5965.963867
	Iteration 223Q: 3 clusters Score -2.161211e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -21612140.000000 Penalty: 5965.963867
	Iteration 224Q: 3 clusters Score -2.161214e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -21612112.000000 Penalty: 5965.963867
	Iteration 225Q: 3 clusters Score -2.161211e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -21612106.000000 Penalty: 5965.963867
	Iteration 226Q: 3 clusters Score -2.161211e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -21612110.000000 Penalty: 5965.963867
	Iteration 227Q: 3 clusters Score -2.161211e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -21612170.000000 Penalty: 5965.963867
	Iteration 228Q: 3 clusters Score -2.161217e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -21612230.000000 Penalty: 5965.963867
	Iteration 229Q: 3 clusters Score -2.161223e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -21612208.000000 Penalty: 5965.963867
	Iteration 230Q: 3 clusters Score -2.161221e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -21612244.000000 Penalty: 5965.963867
	Iteration 231Q: 3 clusters Score -2.161224e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -21612246.000000 Penalty: 5965.963867
	Iteration 232Q: 3 clusters Score -2.161225e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -21612260.000000 Penalty: 5965.963867
	Iteration 233Q: 3 clusters Score -2.161226e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -21612296.000000 Penalty: 5965.963867
	Iteration 234Q: 3 clusters Score -2.16123e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -21612232.000000 Penalty: 5965.963867
	Iteration 235Q: 3 clusters Score -2.161223e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -21612256.000000 Penalty: 5965.963867
	Iteration 236Q: 3 clusters Score -2.161226e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -21612304.000000 Penalty: 5965.963867
	Iteration 237Q: 3 clusters Score -2.16123e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -21612320.000000 Penalty: 5965.963867
	Iteration 238Q: 3 clusters Score -2.161232e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158839 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -21612330.000000 Penalty: 5965.963867
	Iteration 239Q: 3 clusters Score -2.161233e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -21612338.000000 Penalty: 5965.963867
	Iteration 240F: 3 clusters Score -2.161234e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -21612340.000000 Penalty: 5965.963867
	Iteration 241Q: 3 clusters Score -2.161234e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -21612374.000000 Penalty: 5965.963867
	Iteration 242Q: 3 clusters Score -2.161237e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -21612364.000000 Penalty: 5965.963867
	Iteration 243Q: 3 clusters Score -2.161236e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -21612348.000000 Penalty: 5965.963867
	Iteration 244Q: 3 clusters Score -2.161235e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -21612372.000000 Penalty: 5965.963867
	Iteration 245Q: 3 clusters Score -2.161237e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160241 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -21612322.000000 Penalty: 5965.963867
	Iteration 246Q: 3 clusters Score -2.161232e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -21612364.000000 Penalty: 5965.963867
	Iteration 247Q: 3 clusters Score -2.161236e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160545 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -21612366.000000 Penalty: 5965.963867
	Iteration 248Q: 3 clusters Score -2.161237e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -21612364.000000 Penalty: 5965.963867
	Iteration 249Q: 3 clusters Score -2.161236e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -21612392.000000 Penalty: 5965.963867
	Iteration 250Q: 3 clusters Score -2.161239e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160975 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -21612414.000000 Penalty: 5965.963867
	Iteration 251Q: 3 clusters Score -2.161241e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -21612440.000000 Penalty: 5965.963867
	Iteration 252Q: 3 clusters Score -2.161244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -21612426.000000 Penalty: 5965.963867
	Iteration 253Q: 3 clusters Score -2.161243e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21612438.000000 Penalty: 5965.963867
	Iteration 254Q: 3 clusters Score -2.161244e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -21612406.000000 Penalty: 5965.963867
	Iteration 255Q: 3 clusters Score -2.161241e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -21612426.000000 Penalty: 5965.963867
	Iteration 256Q: 3 clusters Score -2.161243e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -21612430.000000 Penalty: 5965.963867
	Iteration 257Q: 3 clusters Score -2.161243e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161734 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -21612422.000000 Penalty: 5965.963867
	Iteration 258Q: 3 clusters Score -2.161242e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -21612424.000000 Penalty: 5965.963867
	Iteration 259Q: 3 clusters Score -2.161242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161899 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -21612442.000000 Penalty: 5965.963867
	Iteration 260F: 3 clusters Score -2.161244e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161977 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -21612440.000000 Penalty: 5965.963867
	Iteration 261Q: 3 clusters Score -2.161244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -21612434.000000 Penalty: 5965.963867
	Iteration 262Q: 3 clusters Score -2.161243e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -21612426.000000 Penalty: 5965.963867
	Iteration 263Q: 3 clusters Score -2.161243e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -21612388.000000 Penalty: 5965.963867
	Iteration 264Q: 3 clusters Score -2.161239e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -21612396.000000 Penalty: 5965.963867
	Iteration 265Q: 3 clusters Score -2.16124e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162336 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -21612428.000000 Penalty: 5965.963867
	Iteration 266Q: 3 clusters Score -2.161243e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162436 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -21612434.000000 Penalty: 5965.963867
	Iteration 267Q: 3 clusters Score -2.161243e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -21612396.000000 Penalty: 5965.963867
	Iteration 268Q: 3 clusters Score -2.16124e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162619 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -21612452.000000 Penalty: 5965.963867
	Iteration 269Q: 3 clusters Score -2.161245e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -21612438.000000 Penalty: 5965.963867
	Iteration 270Q: 3 clusters Score -2.161244e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -21612442.000000 Penalty: 5965.963867
	Iteration 271Q: 3 clusters Score -2.161244e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -21612454.000000 Penalty: 5965.963867
	Iteration 272Q: 3 clusters Score -2.161245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -21612482.000000 Penalty: 5965.963867
	Iteration 273Q: 3 clusters Score -2.161248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -21612456.000000 Penalty: 5965.963867
	Iteration 274Q: 3 clusters Score -2.161246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -21612428.000000 Penalty: 5965.963867
	Iteration 275Q: 3 clusters Score -2.161243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -21612450.000000 Penalty: 5965.963867
	Iteration 276Q: 3 clusters Score -2.161245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -21612438.000000 Penalty: 5965.963867
	Iteration 277Q: 3 clusters Score -2.161244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163211 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21612422.000000 Penalty: 5965.963867
	Iteration 278Q: 3 clusters Score -2.161242e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21612420.000000 Penalty: 5965.963867
	Iteration 279Q: 3 clusters Score -2.161242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -21612426.000000 Penalty: 5965.963867
	Iteration 280F: 3 clusters Score -2.161243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -21612442.000000 Penalty: 5965.963867
	Iteration 281Q: 3 clusters Score -2.161244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21612424.000000 Penalty: 5965.963867
	Iteration 282Q: 3 clusters Score -2.161242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -21612394.000000 Penalty: 5965.963867
	Iteration 283Q: 3 clusters Score -2.161239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21612408.000000 Penalty: 5965.963867
	Iteration 284Q: 3 clusters Score -2.161241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21612364.000000 Penalty: 5965.963867
	Iteration 285Q: 3 clusters Score -2.161236e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -21612392.000000 Penalty: 5965.963867
	Iteration 286Q: 3 clusters Score -2.161239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -21612434.000000 Penalty: 5965.963867
	Iteration 287Q: 3 clusters Score -2.161243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -21612442.000000 Penalty: 5965.963867
	Iteration 288Q: 3 clusters Score -2.161244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21612444.000000 Penalty: 5965.963867
	Iteration 289Q: 3 clusters Score -2.161244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21612394.000000 Penalty: 5965.963867
	Iteration 290Q: 3 clusters Score -2.161239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -21612420.000000 Penalty: 5965.963867
	Iteration 291Q: 3 clusters Score -2.161242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -21612424.000000 Penalty: 5965.963867
	Iteration 292Q: 3 clusters Score -2.161242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163777 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -21612446.000000 Penalty: 5965.963867
	Iteration 293Q: 3 clusters Score -2.161245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -21612444.000000 Penalty: 5965.963867
	Iteration 294Q: 3 clusters Score -2.161244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -21612472.000000 Penalty: 5965.963867
	Iteration 295Q: 3 clusters Score -2.161247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21612478.000000 Penalty: 5965.963867
	Iteration 296Q: 3 clusters Score -2.161248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21612478.000000 Penalty: 5965.963867
	Iteration 297Q: 3 clusters Score -2.161248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21612496.000000 Penalty: 5965.963867
	Iteration 298Q: 3 clusters Score -2.16125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21612512.000000 Penalty: 5965.963867
	Iteration 299Q: 3 clusters Score -2.161251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21612504.000000 Penalty: 5965.963867
	Iteration 300F: 3 clusters Score -2.16125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21612518.000000 Penalty: 5965.963867
	Iteration 301Q: 3 clusters Score -2.161252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -21612522.000000 Penalty: 5965.963867
	Iteration 302Q: 3 clusters Score -2.161252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21612508.000000 Penalty: 5965.963867
	Iteration 303Q: 3 clusters Score -2.161251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164026 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21612496.000000 Penalty: 5965.963867
	Iteration 304Q: 3 clusters Score -2.16125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -21612498.000000 Penalty: 5965.963867
	Iteration 305Q: 3 clusters Score -2.16125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -21612488.000000 Penalty: 5965.963867
	Iteration 306Q: 3 clusters Score -2.161249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21612468.000000 Penalty: 5965.963867
	Iteration 307Q: 3 clusters Score -2.161247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -21612484.000000 Penalty: 5965.963867
	Iteration 308Q: 3 clusters Score -2.161248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21612498.000000 Penalty: 5965.963867
	Iteration 309Q: 3 clusters Score -2.16125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164084 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21612520.000000 Penalty: 5965.963867
	Iteration 310Q: 3 clusters Score -2.161252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -21612510.000000 Penalty: 5965.963867
	Iteration 311Q: 3 clusters Score -2.161251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -21612506.000000 Penalty: 5965.963867
	Iteration 312Q: 3 clusters Score -2.161251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21612510.000000 Penalty: 5965.963867
	Iteration 313Q: 3 clusters Score -2.161251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21612496.000000 Penalty: 5965.963867
	Iteration 314Q: 3 clusters Score -2.16125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21612490.000000 Penalty: 5965.963867
	Iteration 315Q: 3 clusters Score -2.161249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21612494.000000 Penalty: 5965.963867
	Iteration 316Q: 3 clusters Score -2.161249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21612482.000000 Penalty: 5965.963867
	Iteration 317Q: 3 clusters Score -2.161248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -21612494.000000 Penalty: 5965.963867
	Iteration 318Q: 3 clusters Score -2.161249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21612494.000000 Penalty: 5965.963867
	Iteration 319Q: 3 clusters Score -2.161249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -21612488.000000 Penalty: 5965.963867
	Iteration 320F: 3 clusters Score -2.161249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21612490.000000 Penalty: 5965.963867
	Iteration 321Q: 3 clusters Score -2.161249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21612490.000000 Penalty: 5965.963867
	Iteration 322F: 3 clusters Score -2.161249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175168 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74822 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196898 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 239Q: 20 clusters Score -1.38549e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175170 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74823 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196901 members 
Mstep: Class 15 contains 182566 members 
Mstep: Class 16 contains 196880 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 240F: 20 clusters Score -1.385489e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175166 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74825 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196905 members 
Mstep: Class 15 contains 182565 members 
Mstep: Class 16 contains 196878 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 241Q: 20 clusters Score -1.385489e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74825 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196910 members 
Mstep: Class 15 contains 182567 members 
Mstep: Class 16 contains 196874 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 242Q: 20 clusters Score -1.385489e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74826 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196910 members 
Mstep: Class 15 contains 182567 members 
Mstep: Class 16 contains 196875 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 243Q: 20 clusters Score -1.385489e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74826 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196907 members 
Mstep: Class 15 contains 182571 members 
Mstep: Class 16 contains 196874 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 244Q: 20 clusters Score -1.385489e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175161 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74826 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196904 members 
Mstep: Class 15 contains 182573 members 
Mstep: Class 16 contains 196877 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 245Q: 20 clusters Score -1.38549e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64060 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175160 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74826 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196901 members 
Mstep: Class 15 contains 182575 members 
Mstep: Class 16 contains 196881 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 246Q: 20 clusters Score -1.385489e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64059 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175161 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74827 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196897 members 
Mstep: Class 15 contains 182577 members 
Mstep: Class 16 contains 196882 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 247Q: 20 clusters Score -1.38549e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196893 members 
Mstep: Class 15 contains 182574 members 
Mstep: Class 16 contains 196888 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 248Q: 20 clusters Score -1.38549e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74827 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196894 members 
Mstep: Class 15 contains 182570 members 
Mstep: Class 16 contains 196893 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 249Q: 20 clusters Score -1.385489e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74827 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196893 members 
Mstep: Class 15 contains 182562 members 
Mstep: Class 16 contains 196902 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 250Q: 20 clusters Score -1.385489e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175162 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196890 members 
Mstep: Class 15 contains 182565 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 251Q: 20 clusters Score -1.385489e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175163 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74827 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196891 members 
Mstep: Class 15 contains 182564 members 
Mstep: Class 16 contains 196900 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 252Q: 20 clusters Score -1.385489e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64058 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175168 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196888 members 
Mstep: Class 15 contains 182561 members 
Mstep: Class 16 contains 196899 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 253Q: 20 clusters Score -1.385489e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175171 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196890 members 
Mstep: Class 15 contains 182556 members 
Mstep: Class 16 contains 196901 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 254Q: 20 clusters Score -1.385489e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175175 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196891 members 
Mstep: Class 15 contains 182552 members 
Mstep: Class 16 contains 196901 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548832.000000 Penalty: 65514.511719
Iteration 255Q: 20 clusters Score -1.385488e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175178 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196889 members 
Mstep: Class 15 contains 182545 members 
Mstep: Class 16 contains 196908 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 256Q: 20 clusters Score -1.385489e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175187 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196890 members 
Mstep: Class 15 contains 182538 members 
Mstep: Class 16 contains 196905 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 257Q: 20 clusters Score -1.385489e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175190 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196892 members 
Mstep: Class 15 contains 182535 members 
Mstep: Class 16 contains 196903 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 258Q: 20 clusters Score -1.38549e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175195 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74830 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196888 members 
Mstep: Class 15 contains 182533 members 
Mstep: Class 16 contains 196902 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 259Q: 20 clusters Score -1.385489e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175201 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74830 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196890 members 
Mstep: Class 15 contains 182523 members 
Mstep: Class 16 contains 196905 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548944.000000 Penalty: 65514.511719
Iteration 260F: 20 clusters Score -1.385489e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175204 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196887 members 
Mstep: Class 15 contains 182522 members 
Mstep: Class 16 contains 196906 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548912.000000 Penalty: 65514.511719
Iteration 261Q: 20 clusters Score -1.385489e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64057 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175204 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74830 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196887 members 
Mstep: Class 15 contains 182513 members 
Mstep: Class 16 contains 196914 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 262Q: 20 clusters Score -1.385489e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175206 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196884 members 
Mstep: Class 15 contains 182510 members 
Mstep: Class 16 contains 196919 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548976.000000 Penalty: 65514.511719
Iteration 263Q: 20 clusters Score -1.38549e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175209 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196882 members 
Mstep: Class 15 contains 182506 members 
Mstep: Class 16 contains 196920 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548992.000000 Penalty: 65514.511719
Iteration 264Q: 20 clusters Score -1.38549e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175213 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196879 members 
Mstep: Class 15 contains 182500 members 
Mstep: Class 16 contains 196925 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548960.000000 Penalty: 65514.511719
Iteration 265Q: 20 clusters Score -1.38549e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175215 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196879 members 
Mstep: Class 15 contains 182498 members 
Mstep: Class 16 contains 196926 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 266Q: 20 clusters Score -1.385489e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175217 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182492 members 
Mstep: Class 16 contains 196930 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 267Q: 20 clusters Score -1.385489e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175217 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11385 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196884 members 
Mstep: Class 15 contains 182488 members 
Mstep: Class 16 contains 196930 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548864.000000 Penalty: 65514.511719
Iteration 268Q: 20 clusters Score -1.385489e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175217 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196885 members 
Mstep: Class 15 contains 182487 members 
Mstep: Class 16 contains 196931 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 269Q: 20 clusters Score -1.385489e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175217 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196884 members 
Mstep: Class 15 contains 182484 members 
Mstep: Class 16 contains 196936 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 270Q: 20 clusters Score -1.385489e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175218 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196883 members 
Mstep: Class 15 contains 182481 members 
Mstep: Class 16 contains 196939 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 271Q: 20 clusters Score -1.385489e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175218 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74828 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196882 members 
Mstep: Class 15 contains 182479 members 
Mstep: Class 16 contains 196942 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 272Q: 20 clusters Score -1.385489e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175219 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196881 members 
Mstep: Class 15 contains 182478 members 
Mstep: Class 16 contains 196942 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 273Q: 20 clusters Score -1.385488e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196881 members 
Mstep: Class 15 contains 182476 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548880.000000 Penalty: 65514.511719
Iteration 274Q: 20 clusters Score -1.385489e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175220 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182476 members 
Mstep: Class 16 contains 196944 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548896.000000 Penalty: 65514.511719
Iteration 275Q: 20 clusters Score -1.385489e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175219 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182476 members 
Mstep: Class 16 contains 196944 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548928.000000 Penalty: 65514.511719
Iteration 276Q: 20 clusters Score -1.385489e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182475 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 277Q: 20 clusters Score -1.385488e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182475 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138548848.000000 Penalty: 65514.511719
Iteration 278F: 20 clusters Score -1.385488e+08 nChanged 0
Entering ConstructFrom: 
Score: -138548848.000000 Penalty: 65514.511719
Entering ConstructFrom: 
Trying to split cluster 1 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -152797.859375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -152797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150765.796875 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -150765.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151396.562500 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -151396.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151755.953125 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -151756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152121.046875 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -152121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152422.406250 Penalty: 3569.184814
	Iteration 4F: 3 clusters Score -152422.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152662.406250 Penalty: 3569.184814
	Iteration 5F: 3 clusters Score -152662.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152828.187500 Penalty: 3569.184814
	Iteration 6F: 3 clusters Score -152828.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152944.328125 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -152944.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153049.390625 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -153049.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153103.671875 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -153103.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153135.062500 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -153135.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153209.156250 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -153209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -153301.671875 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -153301.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153367.406250 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -153367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -153375.625000 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -153375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -153378.312500 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -153378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153383.671875 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -153383.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -153385.703125 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -153385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153387.296875 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -153387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153388.468750 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -153388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -153412.156250 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -153412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153464.328125 Penalty: 3569.184814
	Iteration 21Q: 3 clusters Score -153464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153543.156250 Penalty: 3569.184814
	Iteration 22Q: 3 clusters Score -153543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -153739.578125 Penalty: 3569.184814
	Iteration 23Q: 3 clusters Score -153739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153947.890625 Penalty: 3569.184814
	Iteration 24Q: 3 clusters Score -153947.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153985.859375 Penalty: 3569.184814
	Iteration 25Q: 3 clusters Score -153985.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153999.578125 Penalty: 3569.184814
	Iteration 26Q: 3 clusters Score -153999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154004.218750 Penalty: 3569.184814
	Iteration 27Q: 3 clusters Score -154004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154008.750000 Penalty: 3569.184814
	Iteration 28Q: 3 clusters Score -154008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -154009.531250 Penalty: 3569.184814
	Iteration 29Q: 3 clusters Score -154009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154010.890625 Penalty: 3569.184814
	Iteration 30Q: 3 clusters Score -154010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154010.890625 Penalty: 3569.184814
	Iteration 31F: 3 clusters Score -154010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182475 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
Score: -138548480.000000 Penalty: 68962.648438
Splitting cluster 1 changes total score from -138548848.000000 to -138548480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -591683.062500 Penalty: 2102.862305
	Iteration 0F: 2 clusters Score -591683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -587258.000000 Penalty: 4205.724609
	Iteration 0F: 3 clusters Score -587258 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -588368.750000 Penalty: 4205.724609
	Iteration 1F: 3 clusters Score -588368.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -588579.062500 Penalty: 4205.724609
	Iteration 2F: 3 clusters Score -588579.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -588688.562500 Penalty: 4205.724609
	Iteration 3Q: 3 clusters Score -588688.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -588776.312500 Penalty: 4205.724609
	Iteration 4Q: 3 clusters Score -588776.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -588848.000000 Penalty: 4205.724609
	Iteration 5Q: 3 clusters Score -588848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -588898.750000 Penalty: 4205.724609
	Iteration 6Q: 3 clusters Score -588898.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -588942.750000 Penalty: 4205.724609
	Iteration 7Q: 3 clusters Score -588942.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -588996.750000 Penalty: 4205.724609
	Iteration 8Q: 3 clusters Score -588996.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -589059.750000 Penalty: 4205.724609
	Iteration 9Q: 3 clusters Score -589059.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -589103.937500 Penalty: 4205.724609
	Iteration 10Q: 3 clusters Score -589103.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -589135.687500 Penalty: 4205.724609
	Iteration 11Q: 3 clusters Score -589135.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -589171.937500 Penalty: 4205.724609
	Iteration 12Q: 3 clusters Score -589171.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -589204.437500 Penalty: 4205.724609
	Iteration 13Q: 3 clusters Score -589204.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -589242.875000 Penalty: 4205.724609
	Iteration 14Q: 3 clusters Score -589242.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -589286.500000 Penalty: 4205.724609
	Iteration 15Q: 3 clusters Score -589286.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -589332.000000 Penalty: 4205.724609
	Iteration 16Q: 3 clusters Score -589332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -589373.750000 Penalty: 4205.724609
	Iteration 17Q: 3 clusters Score -589373.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -589411.750000 Penalty: 4205.724609
	Iteration 18Q: 3 clusters Score -589411.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -589445.312500 Penalty: 4205.724609
	Iteration 19Q: 3 clusters Score -589445.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -589465.937500 Penalty: 4205.724609
	Iteration 20F: 3 clusters Score -589465.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -589486.937500 Penalty: 4205.724609
	Iteration 21Q: 3 clusters Score -589486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -589498.500000 Penalty: 4205.724609
	Iteration 22Q: 3 clusters Score -589498.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -589512.250000 Penalty: 4205.724609
	Iteration 23Q: 3 clusters Score -589512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -589522.812500 Penalty: 4205.724609
	Iteration 24Q: 3 clusters Score -589522.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -589534.375000 Penalty: 4205.724609
	Iteration 25Q: 3 clusters Score -589534.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -589553.250000 Penalty: 4205.724609
	Iteration 26Q: 3 clusters Score -589553.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -589575.437500 Penalty: 4205.724609
	Iteration 27Q: 3 clusters Score -589575.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -589606.000000 Penalty: 4205.724609
	Iteration 28Q: 3 clusters Score -589606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -589636.250000 Penalty: 4205.724609
	Iteration 29Q: 3 clusters Score -589636.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -589660.812500 Penalty: 4205.724609
	Iteration 30Q: 3 clusters Score -589660.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -589685.250000 Penalty: 4205.724609
	Iteration 31Q: 3 clusters Score -589685.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -589708.187500 Penalty: 4205.724609
	Iteration 32Q: 3 clusters Score -589708.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -589718.875000 Penalty: 4205.724609
	Iteration 33Q: 3 clusters Score -589718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -589726.000000 Penalty: 4205.724609
	Iteration 34Q: 3 clusters Score -589726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -589735.250000 Penalty: 4205.724609
	Iteration 35Q: 3 clusters Score -589735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -589740.687500 Penalty: 4205.724609
	Iteration 36Q: 3 clusters Score -589740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -589747.187500 Penalty: 4205.724609
	Iteration 37Q: 3 clusters Score -589747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -589751.500000 Penalty: 4205.724609
	Iteration 38Q: 3 clusters Score -589751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -589756.375000 Penalty: 4205.724609
	Iteration 39Q: 3 clusters Score -589756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -589761.312500 Penalty: 4205.724609
	Iteration 40F: 3 clusters Score -589761.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -589767.125000 Penalty: 4205.724609
	Iteration 41Q: 3 clusters Score -589767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -589769.625000 Penalty: 4205.724609
	Iteration 42Q: 3 clusters Score -589769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -589775.187500 Penalty: 4205.724609
	Iteration 43Q: 3 clusters Score -589775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -589778.062500 Penalty: 4205.724609
	Iteration 44Q: 3 clusters Score -589778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -589780.125000 Penalty: 4205.724609
	Iteration 45Q: 3 clusters Score -589780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -589783.875000 Penalty: 4205.724609
	Iteration 46Q: 3 clusters Score -589783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -589785.312500 Penalty: 4205.724609
	Iteration 47Q: 3 clusters Score -589785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -589788.437500 Penalty: 4205.724609
	Iteration 48Q: 3 clusters Score -589788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -589791.000000 Penalty: 4205.724609
	Iteration 49Q: 3 clusters Score -589791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -589793.937500 Penalty: 4205.724609
	Iteration 50Q: 3 clusters Score -589793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -589797.937500 Penalty: 4205.724609
	Iteration 51Q: 3 clusters Score -589797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -589804.187500 Penalty: 4205.724609
	Iteration 52Q: 3 clusters Score -589804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -589811.062500 Penalty: 4205.724609
	Iteration 53Q: 3 clusters Score -589811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -589814.687500 Penalty: 4205.724609
	Iteration 54Q: 3 clusters Score -589814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -589818.187500 Penalty: 4205.724609
	Iteration 55Q: 3 clusters Score -589818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -589821.875000 Penalty: 4205.724609
	Iteration 56Q: 3 clusters Score -589821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -589823.375000 Penalty: 4205.724609
	Iteration 57Q: 3 clusters Score -589823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -589825.875000 Penalty: 4205.724609
	Iteration 58Q: 3 clusters Score -589825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -589827.562500 Penalty: 4205.724609
	Iteration 59Q: 3 clusters Score -589827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -589830.937500 Penalty: 4205.724609
	Iteration 60F: 3 clusters Score -589830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -589834.375000 Penalty: 4205.724609
	Iteration 61Q: 3 clusters Score -589834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -589838.562500 Penalty: 4205.724609
	Iteration 62Q: 3 clusters Score -589838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -589842.062500 Penalty: 4205.724609
	Iteration 63Q: 3 clusters Score -589842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -589842.062500 Penalty: 4205.724609
	Iteration 64F: 3 clusters Score -589842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Entering Unmasked Estep 
Score: -8290403.000000 Penalty: 2744.743164
	Iteration 0F: 2 clusters Score -8290403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -8247308.500000 Penalty: 5489.486328
	Iteration 0F: 3 clusters Score -8247308 nChanged 29852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -8263623.500000 Penalty: 5489.486328
	Iteration 1F: 3 clusters Score -8263624 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8264189.000000 Penalty: 5489.486328
	Iteration 2Q: 3 clusters Score -8264189 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -8264777.500000 Penalty: 5489.486328
	Iteration 3Q: 3 clusters Score -8264778 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8265437.000000 Penalty: 5489.486328
	Iteration 4Q: 3 clusters Score -8265437 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -8266168.500000 Penalty: 5489.486328
	Iteration 5Q: 3 clusters Score -8266168 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8267186.500000 Penalty: 5489.486328
	Iteration 6Q: 3 clusters Score -8267186 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8268499.500000 Penalty: 5489.486328
	Iteration 7Q: 3 clusters Score -8268500 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8270445.000000 Penalty: 5489.486328
	Iteration 8F: 3 clusters Score -8270445 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8272990.500000 Penalty: 5489.486328
	Iteration 9F: 3 clusters Score -8272990 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -8275960.500000 Penalty: 5489.486328
	Iteration 10F: 3 clusters Score -8275960 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -8278954.000000 Penalty: 5489.486328
	Iteration 11F: 3 clusters Score -8278954 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -8281801.000000 Penalty: 5489.486328
	Iteration 12F: 3 clusters Score -8281801 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -8284021.000000 Penalty: 5489.486328
	Iteration 13Q: 3 clusters Score -8284021 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -8285516.000000 Penalty: 5489.486328
	Iteration 14Q: 3 clusters Score -8285516 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -8286484.500000 Penalty: 5489.486328
	Iteration 15Q: 3 clusters Score -8286484 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -8287086.000000 Penalty: 5489.486328
	Iteration 16Q: 3 clusters Score -8287086 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -8287464.500000 Penalty: 5489.486328
	Iteration 17Q: 3 clusters Score -8287464 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8287628.000000 Penalty: 5489.486328
	Iteration 18Q: 3 clusters Score -8287628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8287763.500000 Penalty: 5489.486328
	Iteration 19Q: 3 clusters Score -8287764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -8287845.500000 Penalty: 5489.486328
	Iteration 20F: 3 clusters Score -8287846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8287915.000000 Penalty: 5489.486328
	Iteration 21Q: 3 clusters Score -8287915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8287965.000000 Penalty: 5489.486328
	Iteration 22Q: 3 clusters Score -8287965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -8287998.000000 Penalty: 5489.486328
	Iteration 23Q: 3 clusters Score -8287998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -8288041.000000 Penalty: 5489.486328
	Iteration 24Q: 3 clusters Score -8288041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -8288069.000000 Penalty: 5489.486328
	Iteration 25Q: 3 clusters Score -8288069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -8288078.500000 Penalty: 5489.486328
	Iteration 26Q: 3 clusters Score -8288078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -8288088.500000 Penalty: 5489.486328
	Iteration 27Q: 3 clusters Score -8288088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -8288098.000000 Penalty: 5489.486328
	Iteration 28Q: 3 clusters Score -8288098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -8288106.000000 Penalty: 5489.486328
	Iteration 29Q: 3 clusters Score -8288106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8288125.000000 Penalty: 5489.486328
	Iteration 30Q: 3 clusters Score -8288125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -8288131.000000 Penalty: 5489.486328
	Iteration 31Q: 3 clusters Score -8288131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8288133.500000 Penalty: 5489.486328
	Iteration 32Q: 3 clusters Score -8288134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8288141.000000 Penalty: 5489.486328
	Iteration 33Q: 3 clusters Score -8288141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8288145.000000 Penalty: 5489.486328
	Iteration 34Q: 3 clusters Score -8288145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -8288153.500000 Penalty: 5489.486328
	Iteration 35Q: 3 clusters Score -8288154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8288148.500000 Penalty: 5489.486328
	Iteration 36Q: 3 clusters Score -8288148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -8288158.500000 Penalty: 5489.486328
	Iteration 37Q: 3 clusters Score -8288158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -8288162.500000 Penalty: 5489.486328
	Iteration 38Q: 3 clusters Score -8288162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -8288158.000000 Penalty: 5489.486328
	Iteration 39Q: 3 clusters Score -8288158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -8288158.500000 Penalty: 5489.486328
	Iteration 40F: 3 clusters Score -8288158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -8288168.000000 Penalty: 5489.486328
	Iteration 41Q: 3 clusters Score -8288168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -8288172.000000 Penalty: 5489.486328
	Iteration 42Q: 3 clusters Score -8288172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -8288166.500000 Penalty: 5489.486328
	Iteration 43Q: 3 clusters Score -8288166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -8288174.500000 Penalty: 5489.486328
	Iteration 44Q: 3 clusters Score -8288174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -8288171.500000 Penalty: 5489.486328
	Iteration 45Q: 3 clusters Score -8288172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -8288177.000000 Penalty: 5489.486328
	Iteration 46Q: 3 clusters Score -8288177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -8288185.000000 Penalty: 5489.486328
	Iteration 47Q: 3 clusters Score -8288185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -8288188.000000 Penalty: 5489.486328
	Iteration 48Q: 3 clusters Score -8288188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8288183.500000 Penalty: 5489.486328
	Iteration 49Q: 3 clusters Score -8288184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8288190.000000 Penalty: 5489.486328
	Iteration 50Q: 3 clusters Score -8288190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -8288190.000000 Penalty: 5489.486328
	Iteration 51Q: 3 clusters Score -8288190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8288190.000000 Penalty: 5489.486328
	Iteration 52Q: 3 clusters Score -8288190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5489.486328
	Iteration 53Q: 3 clusters Score -8288194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -8288199.500000 Penalty: 5489.486328
	Iteration 54Q: 3 clusters Score -8288200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5489.486328
	Iteration 55Q: 3 clusters Score -8288194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -8288185.500000 Penalty: 5489.486328
	Iteration 56Q: 3 clusters Score -8288186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5489.486328
	Iteration 57Q: 3 clusters Score -8288194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5489.486328
	Iteration 58Q: 3 clusters Score -8288194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -8288192.000000 Penalty: 5489.486328
	Iteration 59Q: 3 clusters Score -8288192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -8288192.000000 Penalty: 5489.486328
	Iteration 60F: 3 clusters Score -8288192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -42538.457031 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -42538.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41237.453125 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -41237.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41542.484375 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -41542.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41847.730469 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -41847.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42099.261719 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -42099.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42247.140625 Penalty: 2985.222168
	Iteration 4F: 3 clusters Score -42247.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42383.835938 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -42383.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -42451.519531 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -42451.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -42505.761719 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -42505.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42545.988281 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -42545.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42548.695312 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -42548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42554.378906 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -42554.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42589.625000 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -42589.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42629.066406 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -42629.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42777.679688 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -42777.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -42997.539062 Penalty: 2985.222168
	Iteration 14Q: 3 clusters Score -42997.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -43545.066406 Penalty: 2985.222168
	Iteration 15Q: 3 clusters Score -43545.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -43545.066406 Penalty: 2985.222168
	Iteration 16F: 3 clusters Score -43545.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182475 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 113 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
Score: -138548080.000000 Penalty: 68962.648438
Splitting cluster 4 changes total score from -138548848.000000 to -138548080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -482224.000000 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -482224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -478417.062500 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -478417.1 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -479205.281250 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -479205.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -479379.093750 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -479379.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -479486.156250 Penalty: 4097.589355
	Iteration 3Q: 3 clusters Score -479486.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -479558.687500 Penalty: 4097.589355
	Iteration 4Q: 3 clusters Score -479558.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -479621.781250 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -479621.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -479675.750000 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -479675.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -479725.343750 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -479725.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -479757.843750 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -479757.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -479779.968750 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -479780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -479794.750000 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -479794.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -479808.656250 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -479808.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -479821.156250 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -479821.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -479831.468750 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -479831.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -479840.531250 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -479840.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -479848.281250 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -479848.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -479857.437500 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -479857.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -479870.656250 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -479870.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -479880.906250 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -479880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -479887.937500 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -479887.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -479896.750000 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -479896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -479902.593750 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -479902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -479903.750000 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -479903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -479907.156250 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -479907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -479909.000000 Penalty: 4097.589355
	Iteration 24Q: 3 clusters Score -479909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -479909.968750 Penalty: 4097.589355
	Iteration 25Q: 3 clusters Score -479910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -479909.968750 Penalty: 4097.589355
	Iteration 26F: 3 clusters Score -479910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -113713.828125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -113713.8 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 488 members 
Entering Unmasked Estep 
Score: -111784.281250 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -111784.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112228.234375 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -112228.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112551.359375 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -112551.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112786.195312 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -112786.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113073.023438 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -113073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113337.640625 Penalty: 3431.181885
	Iteration 5F: 3 clusters Score -113337.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113518.632812 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -113518.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113703.046875 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -113703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113820.671875 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -113820.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113845.375000 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -113845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113859.789062 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -113859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113869.117188 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -113869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -113879.187500 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -113879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -113885.812500 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -113885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113893.203125 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -113893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113896.484375 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -113896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113897.812500 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -113897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113897.812500 Penalty: 3431.181885
	Iteration 17F: 3 clusters Score -113897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 64056 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 175221 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 74829 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 196880 members 
Mstep: Class 15 contains 182475 members 
Mstep: Class 16 contains 196943 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 167402 members 
Entering Unmasked Estep 
Score: -138547216.000000 Penalty: 68962.648438
Splitting cluster 6 changes total score from -138548848.000000 to -138547216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -29683.462891 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -29683.46 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 151 members 
Entering Unmasked Estep 
Score: -28489.552734 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -28489.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28640.582031 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -28640.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28680.589844 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -28680.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28712.460938 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -28712.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28714.783203 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -28714.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28714.783203 Penalty: 2793.081055
	Iteration 5F: 3 clusters Score -28714.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -96378.890625 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -96378.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94542.117188 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -94542.12 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94805.625000 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -94805.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94895.593750 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -94895.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94954.882812 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -94954.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95010.804688 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -95010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95063.671875 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -95063.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95104.062500 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -95104.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95177.468750 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -95177.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95250.125000 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -95250.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95301.367188 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -95301.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95318.000000 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -95318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95340.835938 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -95340.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95352.414062 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -95352.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95381.796875 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -95381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95395.585938 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -95395.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95401.390625 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -95401.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95402.851562 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -95402.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95404.054688 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -95404.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95405.117188 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -95405.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95405.117188 Penalty: 3345.637207
	Iteration 19F: 3 clusters Score -95405.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175221 members 
Entering Unmasked Estep 
Score: -22726062.000000 Penalty: 2994.303223
	Iteration 0F: 2 clusters Score -2.272606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -22610670.000000 Penalty: 5988.606445
	Iteration 0F: 3 clusters Score -2.261067e+07 nChanged 84017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -22660144.000000 Penalty: 5988.606445
	Iteration 1F: 3 clusters Score -2.266014e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -22661426.000000 Penalty: 5988.606445
	Iteration 2Q: 3 clusters Score -2.266143e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -22663514.000000 Penalty: 5988.606445
	Iteration 3Q: 3 clusters Score -2.266351e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -22666352.000000 Penalty: 5988.606445
	Iteration 4Q: 3 clusters Score -2.266635e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -22670472.000000 Penalty: 5988.606445
	Iteration 5Q: 3 clusters Score -2.267047e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -22676010.000000 Penalty: 5988.606445
	Iteration 6F: 3 clusters Score -2.267601e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -22683448.000000 Penalty: 5988.606445
	Iteration 7F: 3 clusters Score -2.268345e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -22691902.000000 Penalty: 5988.606445
	Iteration 8F: 3 clusters Score -2.26919e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -22699262.000000 Penalty: 5988.606445
	Iteration 9F: 3 clusters Score -2.269926e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -22702918.000000 Penalty: 5988.606445
	Iteration 10Q: 3 clusters Score -2.270292e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -22704276.000000 Penalty: 5988.606445
	Iteration 11Q: 3 clusters Score -2.270428e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -22704916.000000 Penalty: 5988.606445
	Iteration 12Q: 3 clusters Score -2.270492e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -22705298.000000 Penalty: 5988.606445
	Iteration 13Q: 3 clusters Score -2.27053e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -22705694.000000 Penalty: 5988.606445
	Iteration 14Q: 3 clusters Score -2.270569e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -22706056.000000 Penalty: 5988.606445
	Iteration 15Q: 3 clusters Score -2.270606e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -22706334.000000 Penalty: 5988.606445
	Iteration 16Q: 3 clusters Score -2.270633e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -22706610.000000 Penalty: 5988.606445
	Iteration 17Q: 3 clusters Score -2.270661e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -22706842.000000 Penalty: 5988.606445
	Iteration 18Q: 3 clusters Score -2.270684e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -22707170.000000 Penalty: 5988.606445
	Iteration 19Q: 3 clusters Score -2.270717e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -22707472.000000 Penalty: 5988.606445
	Iteration 20F: 3 clusters Score -2.270747e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -22707668.000000 Penalty: 5988.606445
	Iteration 21Q: 3 clusters Score -2.270767e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -22707914.000000 Penalty: 5988.606445
	Iteration 22Q: 3 clusters Score -2.270791e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -22708028.000000 Penalty: 5988.606445
	Iteration 23Q: 3 clusters Score -2.270803e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -22708268.000000 Penalty: 5988.606445
	Iteration 24Q: 3 clusters Score -2.270827e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -22708334.000000 Penalty: 5988.606445
	Iteration 25Q: 3 clusters Score -2.270833e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -22708494.000000 Penalty: 5988.606445
	Iteration 26Q: 3 clusters Score -2.270849e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -22708622.000000 Penalty: 5988.606445
	Iteration 27Q: 3 clusters Score -2.270862e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -22708690.000000 Penalty: 5988.606445
	Iteration 28Q: 3 clusters Score -2.270869e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -22708764.000000 Penalty: 5988.606445
	Iteration 29Q: 3 clusters Score -2.270876e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -22708802.000000 Penalty: 5988.606445
	Iteration 30Q: 3 clusters Score -2.27088e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -22708810.000000 Penalty: 5988.606445
	Iteration 31Q: 3 clusters Score -2.270881e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -22708930.000000 Penalty: 5988.606445
	Iteration 32Q: 3 clusters Score -2.270893e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -22708954.000000 Penalty: 5988.606445
	Iteration 33Q: 3 clusters Score -2.270895e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -22708994.000000 Penalty: 5988.606445
	Iteration 34Q: 3 clusters Score -2.270899e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -22709066.000000 Penalty: 5988.606445
	Iteration 35Q: 3 clusters Score -2.270907e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -22709050.000000 Penalty: 5988.606445
	Iteration 36Q: 3 clusters Score -2.270905e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -22709026.000000 Penalty: 5988.606445
	Iteration 37Q: 3 clusters Score -2.270903e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -22709092.000000 Penalty: 5988.606445
	Iteration 38Q: 3 clusters Score -2.270909e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -22709046.000000 Penalty: 5988.606445
	Iteration 39Q: 3 clusters Score -2.270905e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -22708980.000000 Penalty: 5988.606445
	Iteration 40F: 3 clusters Score -2.270898e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -22708992.000000 Penalty: 5988.606445
	Iteration 41Q: 3 clusters Score -2.270899e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -22708966.000000 Penalty: 5988.606445
	Iteration 42Q: 3 clusters Score -2.270897e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -22709030.000000 Penalty: 5988.606445
	Iteration 43Q: 3 clusters Score -2.270903e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -22709072.000000 Penalty: 5988.606445
	Iteration 44Q: 3 clusters Score -2.270907e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -22709042.000000 Penalty: 5988.606445
	Iteration 45Q: 3 clusters Score -2.270904e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -22709052.000000 Penalty: 5988.606445
	Iteration 46Q: 3 clusters Score -2.270905e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -22709082.000000 Penalty: 5988.606445
	Iteration 47Q: 3 clusters Score -2.270908e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -22709062.000000 Penalty: 5988.606445
	Iteration 48Q: 3 clusters Score -2.270906e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -22709096.000000 Penalty: 5988.606445
	Iteration 49Q: 3 clusters Score -2.27091e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -22709076.000000 Penalty: 5988.606445
	Iteration 50Q: 3 clusters Score -2.270908e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -22709080.000000 Penalty: 5988.606445
	Iteration 51Q: 3 clusters Score -2.270908e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -22709136.000000 Penalty: 5988.606445
	Iteration 52Q: 3 clusters Score -2.270914e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -22709120.000000 Penalty: 5988.606445
	Iteration 53Q: 3 clusters Score -2.270912e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -22709130.000000 Penalty: 5988.606445
	Iteration 54Q: 3 clusters Score -2.270913e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -22709214.000000 Penalty: 5988.606445
	Iteration 55Q: 3 clusters Score -2.270921e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -22709284.000000 Penalty: 5988.606445
	Iteration 56Q: 3 clusters Score -2.270928e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -22709258.000000 Penalty: 5988.606445
	Iteration 57Q: 3 clusters Score -2.270926e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -22709282.000000 Penalty: 5988.606445
	Iteration 58Q: 3 clusters Score -2.270928e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -22709292.000000 Penalty: 5988.606445
	Iteration 59Q: 3 clusters Score -2.270929e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -22709278.000000 Penalty: 5988.606445
	Iteration 60F: 3 clusters Score -2.270928e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -22709340.000000 Penalty: 5988.606445
	Iteration 61Q: 3 clusters Score -2.270934e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -22709318.000000 Penalty: 5988.606445
	Iteration 62Q: 3 clusters Score -2.270932e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -22709374.000000 Penalty: 5988.606445
	Iteration 63Q: 3 clusters Score -2.270937e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -22709440.000000 Penalty: 5988.606445
	Iteration 64Q: 3 clusters Score -2.270944e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -22709416.000000 Penalty: 5988.606445
	Iteration 65Q: 3 clusters Score -2.270942e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -22709496.000000 Penalty: 5988.606445
	Iteration 66Q: 3 clusters Score -2.27095e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -22709504.000000 Penalty: 5988.606445
	Iteration 67Q: 3 clusters Score -2.27095e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -22709482.000000 Penalty: 5988.606445
	Iteration 68Q: 3 clusters Score -2.270948e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -22709508.000000 Penalty: 5988.606445
	Iteration 69Q: 3 clusters Score -2.270951e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 107181 members 
Entering Unmasked Estep 
Score: -22709666.000000 Penalty: 5988.606445
	Iteration 70Q: 3 clusters Score -2.270967e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -22709722.000000 Penalty: 5988.606445
	Iteration 71Q: 3 clusters Score -2.270972e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -22709800.000000 Penalty: 5988.606445
	Iteration 72Q: 3 clusters Score -2.27098e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -22709880.000000 Penalty: 5988.606445
	Iteration 73Q: 3 clusters Score -2.270988e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -22709876.000000 Penalty: 5988.606445
	Iteration 74Q: 3 clusters Score -2.270988e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 110933 members 
Entering Unmasked Estep 
Score: -22709982.000000 Penalty: 5988.606445
	Iteration 75Q: 3 clusters Score -2.270998e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -22710010.000000 Penalty: 5988.606445
	Iteration 76Q: 3 clusters Score -2.271001e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -22710150.000000 Penalty: 5988.606445
	Iteration 77Q: 3 clusters Score -2.271015e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -22710306.000000 Penalty: 5988.606445
	Iteration 78Q: 3 clusters Score -2.271031e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 114562 members 
Entering Unmasked Estep 
Score: -22710320.000000 Penalty: 5988.606445
	Iteration 79Q: 3 clusters Score -2.271032e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 115521 members 
Entering Unmasked Estep 
Score: -22710442.000000 Penalty: 5988.606445
	Iteration 80F: 3 clusters Score -2.271044e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -22710570.000000 Penalty: 5988.606445
	Iteration 81Q: 3 clusters Score -2.271057e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -22710696.000000 Penalty: 5988.606445
	Iteration 82Q: 3 clusters Score -2.27107e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -22710952.000000 Penalty: 5988.606445
	Iteration 83Q: 3 clusters Score -2.271095e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -22711000.000000 Penalty: 5988.606445
	Iteration 84Q: 3 clusters Score -2.2711e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -22711202.000000 Penalty: 5988.606445
	Iteration 85Q: 3 clusters Score -2.27112e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -22711434.000000 Penalty: 5988.606445
	Iteration 86Q: 3 clusters Score -2.271143e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -22711588.000000 Penalty: 5988.606445
	Iteration 87Q: 3 clusters Score -2.271159e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -22711918.000000 Penalty: 5988.606445
	Iteration 88Q: 3 clusters Score -2.271192e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -22712210.000000 Penalty: 5988.606445
	Iteration 89Q: 3 clusters Score -2.271221e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 128851 members 
Entering Unmasked Estep 
Score: -22712606.000000 Penalty: 5988.606445
	Iteration 90Q: 3 clusters Score -2.271261e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -22712888.000000 Penalty: 5988.606445
	Iteration 91Q: 3 clusters Score -2.271289e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 132046 members 
Entering Unmasked Estep 
Score: -22713196.000000 Penalty: 5988.606445
	Iteration 92Q: 3 clusters Score -2.27132e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -22713416.000000 Penalty: 5988.606445
	Iteration 93Q: 3 clusters Score -2.271342e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -22713786.000000 Penalty: 5988.606445
	Iteration 94Q: 3 clusters Score -2.271379e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -22714202.000000 Penalty: 5988.606445
	Iteration 95Q: 3 clusters Score -2.27142e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 138671 members 
Entering Unmasked Estep 
Score: -22714626.000000 Penalty: 5988.606445
	Iteration 96Q: 3 clusters Score -2.271463e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -22714986.000000 Penalty: 5988.606445
	Iteration 97Q: 3 clusters Score -2.271499e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -22715400.000000 Penalty: 5988.606445
	Iteration 98Q: 3 clusters Score -2.27154e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -22715726.000000 Penalty: 5988.606445
	Iteration 99Q: 3 clusters Score -2.271573e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -22716220.000000 Penalty: 5988.606445
	Iteration 100F: 3 clusters Score -2.271622e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -22716610.000000 Penalty: 5988.606445
	Iteration 101Q: 3 clusters Score -2.271661e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -22717256.000000 Penalty: 5988.606445
	Iteration 102Q: 3 clusters Score -2.271726e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -22717562.000000 Penalty: 5988.606445
	Iteration 103Q: 3 clusters Score -2.271756e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -22718138.000000 Penalty: 5988.606445
	Iteration 104Q: 3 clusters Score -2.271814e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -22718652.000000 Penalty: 5988.606445
	Iteration 105Q: 3 clusters Score -2.271865e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -22719102.000000 Penalty: 5988.606445
	Iteration 106Q: 3 clusters Score -2.27191e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -22719656.000000 Penalty: 5988.606445
	Iteration 107Q: 3 clusters Score -2.271966e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 159751 members 
Entering Unmasked Estep 
Score: -22720160.000000 Penalty: 5988.606445
	Iteration 108Q: 3 clusters Score -2.272016e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -22720568.000000 Penalty: 5988.606445
	Iteration 109Q: 3 clusters Score -2.272057e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 162501 members 
Entering Unmasked Estep 
Score: -22720940.000000 Penalty: 5988.606445
	Iteration 110Q: 3 clusters Score -2.272094e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -22721306.000000 Penalty: 5988.606445
	Iteration 111Q: 3 clusters Score -2.272131e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 164743 members 
Entering Unmasked Estep 
Score: -22721724.000000 Penalty: 5988.606445
	Iteration 112Q: 3 clusters Score -2.272172e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -22722080.000000 Penalty: 5988.606445
	Iteration 113Q: 3 clusters Score -2.272208e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -22722302.000000 Penalty: 5988.606445
	Iteration 114Q: 3 clusters Score -2.27223e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 167509 members 
Entering Unmasked Estep 
Score: -22722610.000000 Penalty: 5988.606445
	Iteration 115Q: 3 clusters Score -2.272261e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -22722932.000000 Penalty: 5988.606445
	Iteration 116Q: 3 clusters Score -2.272293e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 168899 members 
Entering Unmasked Estep 
Score: -22723082.000000 Penalty: 5988.606445
	Iteration 117Q: 3 clusters Score -2.272308e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -22723230.000000 Penalty: 5988.606445
	Iteration 118Q: 3 clusters Score -2.272323e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -22723318.000000 Penalty: 5988.606445
	Iteration 119Q: 3 clusters Score -2.272332e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -22723358.000000 Penalty: 5988.606445
	Iteration 120F: 3 clusters Score -2.272336e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -22723424.000000 Penalty: 5988.606445
	Iteration 121Q: 3 clusters Score -2.272342e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 170967 members 
Entering Unmasked Estep 
Score: -22723486.000000 Penalty: 5988.606445
	Iteration 122Q: 3 clusters Score -2.272349e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -22723568.000000 Penalty: 5988.606445
	Iteration 123Q: 3 clusters Score -2.272357e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -22723572.000000 Penalty: 5988.606445
	Iteration 124Q: 3 clusters Score -2.272357e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -22723656.000000 Penalty: 5988.606445
	Iteration 125Q: 3 clusters Score -2.272366e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -22723672.000000 Penalty: 5988.606445
	Iteration 126Q: 3 clusters Score -2.272367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -22723690.000000 Penalty: 5988.606445
	Iteration 127Q: 3 clusters Score -2.272369e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -22723744.000000 Penalty: 5988.606445
	Iteration 128Q: 3 clusters Score -2.272374e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -22723804.000000 Penalty: 5988.606445
	Iteration 129Q: 3 clusters Score -2.27238e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -22723820.000000 Penalty: 5988.606445
	Iteration 130Q: 3 clusters Score -2.272382e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 172552 members 
Entering Unmasked Estep 
Score: -22723826.000000 Penalty: 5988.606445
	Iteration 131Q: 3 clusters Score -2.272383e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -22723862.000000 Penalty: 5988.606445
	Iteration 132Q: 3 clusters Score -2.272386e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -22723878.000000 Penalty: 5988.606445
	Iteration 133Q: 3 clusters Score -2.272388e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 172791 members 
Entering Unmasked Estep 
Score: -22723888.000000 Penalty: 5988.606445
	Iteration 134Q: 3 clusters Score -2.272389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -22723874.000000 Penalty: 5988.606445
	Iteration 135Q: 3 clusters Score -2.272387e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -22723870.000000 Penalty: 5988.606445
	Iteration 136Q: 3 clusters Score -2.272387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -22723868.000000 Penalty: 5988.606445
	Iteration 137Q: 3 clusters Score -2.272387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -22723882.000000 Penalty: 5988.606445
	Iteration 138Q: 3 clusters Score -2.272388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 173017 members 
Entering Unmasked Estep 
Score: -22723882.000000 Penalty: 5988.606445
	Iteration 139Q: 3 clusters Score -2.272388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -22723904.000000 Penalty: 5988.606445
	Iteration 140F: 3 clusters Score -2.27239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 173078 members 
Entering Unmasked Estep 
Score: -22723920.000000 Penalty: 5988.606445
	Iteration 141Q: 3 clusters Score -2.272392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 173095 members 
Entering Unmasked Estep 
Score: -22723898.000000 Penalty: 5988.606445
	Iteration 142Q: 3 clusters Score -2.27239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -22723902.000000 Penalty: 5988.606445
	Iteration 143Q: 3 clusters Score -2.27239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -22723914.000000 Penalty: 5988.606445
	Iteration 144Q: 3 clusters Score -2.272391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 173166 members 
Entering Unmasked Estep 
Score: -22723924.000000 Penalty: 5988.606445
	Iteration 145Q: 3 clusters Score -2.272392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 173186 members 
Entering Unmasked Estep 
Score: -22723912.000000 Penalty: 5988.606445
	Iteration 146Q: 3 clusters Score -2.272391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -22723918.000000 Penalty: 5988.606445
	Iteration 147Q: 3 clusters Score -2.272392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -22723938.000000 Penalty: 5988.606445
	Iteration 148Q: 3 clusters Score -2.272394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -22723956.000000 Penalty: 5988.606445
	Iteration 149Q: 3 clusters Score -2.272396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -22723944.000000 Penalty: 5988.606445
	Iteration 150Q: 3 clusters Score -2.272394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 173270 members 
Entering Unmasked Estep 
Score: -22723928.000000 Penalty: 5988.606445
	Iteration 151Q: 3 clusters Score -2.272393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 173277 members 
Entering Unmasked Estep 
Score: -22723926.000000 Penalty: 5988.606445
	Iteration 152Q: 3 clusters Score -2.272393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -22723928.000000 Penalty: 5988.606445
	Iteration 153Q: 3 clusters Score -2.272393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -22723936.000000 Penalty: 5988.606445
	Iteration 154Q: 3 clusters Score -2.272394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
Score: -22723928.000000 Penalty: 5988.606445
	Iteration 155Q: 3 clusters Score -2.272393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -22723926.000000 Penalty: 5988.606445
	Iteration 156Q: 3 clusters Score -2.272393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -22723932.000000 Penalty: 5988.606445
	Iteration 157Q: 3 clusters Score -2.272393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -22723910.000000 Penalty: 5988.606445
	Iteration 158Q: 3 clusters Score -2.272391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 173315 members 
Entering Unmasked Estep 
Score: -22723924.000000 Penalty: 5988.606445
	Iteration 159Q: 3 clusters Score -2.272392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -22723926.000000 Penalty: 5988.606445
	Iteration 160F: 3 clusters Score -2.272393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 173326 members 
Entering Unmasked Estep 
Score: -22723910.000000 Penalty: 5988.606445
	Iteration 161Q: 3 clusters Score -2.272391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 173332 members 
Entering Unmasked Estep 
Score: -22723912.000000 Penalty: 5988.606445
	Iteration 162Q: 3 clusters Score -2.272391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -22723910.000000 Penalty: 5988.606445
	Iteration 163Q: 3 clusters Score -2.272391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 173348 members 
Entering Unmasked Estep 
Score: -22723906.000000 Penalty: 5988.606445
	Iteration 164Q: 3 clusters Score -2.272391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -22723914.000000 Penalty: 5988.606445
	Iteration 165Q: 3 clusters Score -2.272391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -22723896.000000 Penalty: 5988.606445
	Iteration 166Q: 3 clusters Score -2.27239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -22723896.000000 Penalty: 5988.606445
	Iteration 167Q: 3 clusters Score -2.27239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -22723898.000000 Penalty: 5988.606445
	Iteration 168Q: 3 clusters Score -2.27239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 173391 members 
Entering Unmasked Estep 
Score: -22723924.000000 Penalty: 5988.606445
	Iteration 169Q: 3 clusters Score -2.272392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 173405 members 
Entering Unmasked Estep 
Score: -22723916.000000 Penalty: 5988.606445
	Iteration 170Q: 3 clusters Score -2.272392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -22723898.000000 Penalty: 5988.606445
	Iteration 171Q: 3 clusters Score -2.27239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
Score: -22723914.000000 Penalty: 5988.606445
	Iteration 172Q: 3 clusters Score -2.272391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -22723932.000000 Penalty: 5988.606445
	Iteration 173Q: 3 clusters Score -2.272393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -22723928.000000 Penalty: 5988.606445
	Iteration 174Q: 3 clusters Score -2.272393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 173467 members 
Entering Unmasked Estep 
Score: -22723924.000000 Penalty: 5988.606445
	Iteration 175Q: 3 clusters Score -2.272392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -22723904.000000 Penalty: 5988.606445
	Iteration 176Q: 3 clusters Score -2.27239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -22723912.000000 Penalty: 5988.606445
	Iteration 177Q: 3 clusters Score -2.272391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -22723920.000000 Penalty: 5988.606445
	Iteration 178Q: 3 clusters Score -2.272392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -22723930.000000 Penalty: 5988.606445
	Iteration 179Q: 3 clusters Score -2.272393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -22723934.000000 Penalty: 5988.606445
	Iteration 180F: 3 clusters Score -2.272393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 173511 members 
Entering Unmasked Estep 
Score: -22723944.000000 Penalty: 5988.606445
	Iteration 181Q: 3 clusters Score -2.272394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -22723936.000000 Penalty: 5988.606445
	Iteration 182Q: 3 clusters Score -2.272394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -22723940.000000 Penalty: 5988.606445
	Iteration 183Q: 3 clusters Score -2.272394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -22723940.000000 Penalty: 5988.606445
	Iteration 184F: 3 clusters Score -2.272394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -424912.718750 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -424912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -421426.562500 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -421426.6 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -422159.125000 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -422159.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -422333.187500 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -422333.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -422444.031250 Penalty: 4017.077393
	Iteration 3F: 3 clusters Score -422444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -422502.968750 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -422503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -422546.593750 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -422546.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -422573.906250 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -422573.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -422597.125000 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -422597.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -422612.125000 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -422612.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -422623.937500 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -422623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -422632.500000 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -422632.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -422642.093750 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -422642.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -422650.343750 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -422650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -422655.562500 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -422655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -422658.906250 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -422658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -422660.906250 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -422660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -422661.875000 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -422661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -422662.750000 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -422662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -422663.656250 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -422663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -422663.593750 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -422663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -422665.218750 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -422665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -422665.312500 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -422665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -422666.531250 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -422666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -422666.250000 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -422666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -422666.593750 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -422666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422667.562500 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -422667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422668.812500 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -422668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -422669.062500 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -422669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -422670.562500 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -422670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -422670.562500 Penalty: 4017.077393
	Iteration 29F: 3 clusters Score -422670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Entering Unmasked Estep 
Score: -9433257.000000 Penalty: 2783.294189
	Iteration 0F: 2 clusters Score -9433257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -9383024.000000 Penalty: 5566.588379
	Iteration 0F: 3 clusters Score -9383024 nChanged 34969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -9403043.000000 Penalty: 5566.588379
	Iteration 1F: 3 clusters Score -9403043 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -9404012.000000 Penalty: 5566.588379
	Iteration 2Q: 3 clusters Score -9404012 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -9405516.000000 Penalty: 5566.588379
	Iteration 3Q: 3 clusters Score -9405516 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -9408181.000000 Penalty: 5566.588379
	Iteration 4F: 3 clusters Score -9408181 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -9412858.000000 Penalty: 5566.588379
	Iteration 5F: 3 clusters Score -9412858 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -9419498.000000 Penalty: 5566.588379
	Iteration 6F: 3 clusters Score -9419498 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9425849.000000 Penalty: 5566.588379
	Iteration 7F: 3 clusters Score -9425849 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9429140.000000 Penalty: 5566.588379
	Iteration 8Q: 3 clusters Score -9429140 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9430276.000000 Penalty: 5566.588379
	Iteration 9Q: 3 clusters Score -9430276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9430550.000000 Penalty: 5566.588379
	Iteration 10Q: 3 clusters Score -9430550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9430645.000000 Penalty: 5566.588379
	Iteration 11Q: 3 clusters Score -9430645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9430697.000000 Penalty: 5566.588379
	Iteration 12Q: 3 clusters Score -9430697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9430738.000000 Penalty: 5566.588379
	Iteration 13Q: 3 clusters Score -9430738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9430748.000000 Penalty: 5566.588379
	Iteration 14Q: 3 clusters Score -9430748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9430757.000000 Penalty: 5566.588379
	Iteration 15Q: 3 clusters Score -9430757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9430762.000000 Penalty: 5566.588379
	Iteration 16Q: 3 clusters Score -9430762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9430768.000000 Penalty: 5566.588379
	Iteration 17Q: 3 clusters Score -9430768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9430766.000000 Penalty: 5566.588379
	Iteration 18Q: 3 clusters Score -9430766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9430780.000000 Penalty: 5566.588379
	Iteration 19Q: 3 clusters Score -9430780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9430785.000000 Penalty: 5566.588379
	Iteration 20F: 3 clusters Score -9430785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9430788.000000 Penalty: 5566.588379
	Iteration 21Q: 3 clusters Score -9430788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9430788.000000 Penalty: 5566.588379
	Iteration 22F: 3 clusters Score -9430788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Entering Unmasked Estep 
Score: -1438606.875000 Penalty: 2316.311035
	Iteration 0F: 2 clusters Score -1438607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1430062.500000 Penalty: 4632.622070
	Iteration 0F: 3 clusters Score -1430062 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1432784.750000 Penalty: 4632.622070
	Iteration 1F: 3 clusters Score -1432785 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1433207.875000 Penalty: 4632.622070
	Iteration 2F: 3 clusters Score -1433208 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1433585.625000 Penalty: 4632.622070
	Iteration 3F: 3 clusters Score -1433586 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1433936.750000 Penalty: 4632.622070
	Iteration 4F: 3 clusters Score -1433937 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1434523.625000 Penalty: 4632.622070
	Iteration 6Q: 3 clusters Score -1434524 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1434774.750000 Penalty: 4632.622070
	Iteration 7Q: 3 clusters Score -1434775 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1435004.500000 Penalty: 4632.622070
	Iteration 8Q: 3 clusters Score -1435004 nChanged 417
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Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1435255 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1435596.250000 Penalty: 4632.622070
	Iteration 10Q: 3 clusters Score -1435596 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1435998 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1436287.500000 Penalty: 4632.622070
	Iteration 12Q: 3 clusters Score -1436288 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1436447.375000 Penalty: 4632.622070
	Iteration 13Q: 3 clusters Score -1436447 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1436523.125000 Penalty: 4632.622070
	Iteration 14Q: 3 clusters Score -1436523 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1436562.500000 Penalty: 4632.622070
	Iteration 15Q: 3 clusters Score -1436562 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1436580.125000 Penalty: 4632.622070
	Iteration 16Q: 3 clusters Score -1436580 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1436589.250000 Penalty: 4632.622070
	Iteration 17Q: 3 clusters Score -1436589 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1436599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1436605.500000 Penalty: 4632.622070
	Iteration 19Q: 3 clusters Score -1436606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1436613.250000 Penalty: 4632.622070
	Iteration 20F: 3 clusters Score -1436613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1436619.875000 Penalty: 4632.622070
	Iteration 21Q: 3 clusters Score -1436620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1436626.750000 Penalty: 4632.622070
	Iteration 22Q: 3 clusters Score -1436627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1436634.375000 Penalty: 4632.622070
	Iteration 23Q: 3 clusters Score -1436634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1436638.250000 Penalty: 4632.622070
	Iteration 24Q: 3 clusters Score -1436638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1436644.000000 Penalty: 4632.622070
	Iteration 25Q: 3 clusters Score -1436644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1436645.750000 Penalty: 4632.622070
	Iteration 26Q: 3 clusters Score -1436646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1436649.375000 Penalty: 4632.622070
	Iteration 27Q: 3 clusters Score -1436649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1436657.125000 Penalty: 4632.622070
	Iteration 28Q: 3 clusters Score -1436657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1436659.500000 Penalty: 4632.622070
	Iteration 29Q: 3 clusters Score -1436660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1436660.375000 Penalty: 4632.622070
	Iteration 30Q: 3 clusters Score -1436660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1436668.250000 Penalty: 4632.622070
	Iteration 31Q: 3 clusters Score -1436668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1436670.625000 Penalty: 4632.622070
	Iteration 32Q: 3 clusters Score -1436671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1436674.375000 Penalty: 4632.622070
	Iteration 33Q: 3 clusters Score -1436674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1436674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1436677.625000 Penalty: 4632.622070
	Iteration 35Q: 3 clusters Score -1436678 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1436678 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5340 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1436681 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1436686.750000 Penalty: 4632.622070
	Iteration 38Q: 3 clusters Score -1436687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1436684.750000 Penalty: 4632.622070
	Iteration 39Q: 3 clusters Score -1436685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1436685.625000 Penalty: 4632.622070
	Iteration 40F: 3 clusters Score -1436686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1436686.750000 Penalty: 4632.622070
	Iteration 41Q: 3 clusters Score -1436687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1436689.375000 Penalty: 4632.622070
	Iteration 42Q: 3 clusters Score -1436689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1436688.625000 Penalty: 4632.622070
	Iteration 43Q: 3 clusters Score -1436689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1436691.625000 Penalty: 4632.622070
	Iteration 44Q: 3 clusters Score -1436692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1436696.125000 Penalty: 4632.622070
	Iteration 45Q: 3 clusters Score -1436696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1436696.500000 Penalty: 4632.622070
	Iteration 46Q: 3 clusters Score -1436696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1436699.750000 Penalty: 4632.622070
	Iteration 47Q: 3 clusters Score -1436700 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1436700.500000 Penalty: 4632.622070
	Iteration 48Q: 3 clusters Score -1436700 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1436703.250000 Penalty: 4632.622070
	Iteration 49Q: 3 clusters Score -1436703 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1436704.125000 Penalty: 4632.622070
	Iteration 50Q: 3 clusters Score -1436704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1436705.500000 Penalty: 4632.622070
	Iteration 51Q: 3 clusters Score -1436706 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1436709.875000 Penalty: 4632.622070
	Iteration 52Q: 3 clusters Score -1436710 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1436711.625000 Penalty: 4632.622070
	Iteration 53Q: 3 clusters Score -1436712 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1436712.625000 Penalty: 4632.622070
	Iteration 54Q: 3 clusters Score -1436713 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1436716.375000 Penalty: 4632.622070
	Iteration 55Q: 3 clusters Score -1436716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1436714.250000 Penalty: 4632.622070
	Iteration 56Q: 3 clusters Score -1436714 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1436715.375000 Penalty: 4632.622070
	Iteration 57Q: 3 clusters Score -1436715 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1436715.500000 Penalty: 4632.622070
	Iteration 58Q: 3 clusters Score -1436716 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1436723.375000 Penalty: 4632.622070
	Iteration 59Q: 3 clusters Score -1436723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1436726.750000 Penalty: 4632.622070
	Iteration 60F: 3 clusters Score -1436727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1436730.375000 Penalty: 4632.622070
	Iteration 61Q: 3 clusters Score -1436730 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1436738.625000 Penalty: 4632.622070
	Iteration 62Q: 3 clusters Score -1436739 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1436750.250000 Penalty: 4632.622070
	Iteration 63Q: 3 clusters Score -1436750 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1436772.750000 Penalty: 4632.622070
	Iteration 64Q: 3 clusters Score -1436773 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1436796.500000 Penalty: 4632.622070
	Iteration 65Q: 3 clusters Score -1436796 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1436809.375000 Penalty: 4632.622070
	Iteration 66Q: 3 clusters Score -1436809 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1436836.250000 Penalty: 4632.622070
	Iteration 67Q: 3 clusters Score -1436836 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1436866.625000 Penalty: 4632.622070
	Iteration 68Q: 3 clusters Score -1436867 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1436904.875000 Penalty: 4632.622070
	Iteration 69Q: 3 clusters Score -1436905 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1436961.875000 Penalty: 4632.622070
	Iteration 70Q: 3 clusters Score -1436962 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1437007.750000 Penalty: 4632.622070
	Iteration 71Q: 3 clusters Score -1437008 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1437059.375000 Penalty: 4632.622070
	Iteration 72Q: 3 clusters Score -1437059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1437100.125000 Penalty: 4632.622070
	Iteration 73Q: 3 clusters Score -1437100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1437127.250000 Penalty: 4632.622070
	Iteration 74Q: 3 clusters Score -1437127 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1437156.500000 Penalty: 4632.622070
	Iteration 75Q: 3 clusters Score -1437156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1437182.375000 Penalty: 4632.622070
	Iteration 76Q: 3 clusters Score -1437182 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1437217.250000 Penalty: 4632.622070
	Iteration 77Q: 3 clusters Score -1437217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1437247.500000 Penalty: 4632.622070
	Iteration 78Q: 3 clusters Score -1437248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1437301.625000 Penalty: 4632.622070
	Iteration 79Q: 3 clusters Score -1437302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1437361.375000 Penalty: 4632.622070
	Iteration 80F: 3 clusters Score -1437361 nChanged 90
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Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1437409.000000 Penalty: 4632.622070
	Iteration 81Q: 3 clusters Score -1437409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1437437.625000 Penalty: 4632.622070
	Iteration 82Q: 3 clusters Score -1437438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1437456.000000 Penalty: 4632.622070
	Iteration 83Q: 3 clusters Score -1437456 nChanged 64
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Mstep: Class 1 contains 7301 members 
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Score: -1437482.500000 Penalty: 4632.622070
	Iteration 84Q: 3 clusters Score -1437482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1437500.875000 Penalty: 4632.622070
	Iteration 85Q: 3 clusters Score -1437501 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1437525.500000 Penalty: 4632.622070
	Iteration 86Q: 3 clusters Score -1437526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1437543.500000 Penalty: 4632.622070
	Iteration 87Q: 3 clusters Score -1437544 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1437549 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1437559.500000 Penalty: 4632.622070
	Iteration 89Q: 3 clusters Score -1437560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1437570.250000 Penalty: 4632.622070
	Iteration 90Q: 3 clusters Score -1437570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1437573.625000 Penalty: 4632.622070
	Iteration 91Q: 3 clusters Score -1437574 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1437582.000000 Penalty: 4632.622070
	Iteration 92Q: 3 clusters Score -1437582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1437586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1437587.750000 Penalty: 4632.622070
	Iteration 94Q: 3 clusters Score -1437588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1437588.250000 Penalty: 4632.622070
	Iteration 95Q: 3 clusters Score -1437588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1437588.750000 Penalty: 4632.622070
	Iteration 96Q: 3 clusters Score -1437589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1437590.125000 Penalty: 4632.622070
	Iteration 97Q: 3 clusters Score -1437590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1437590.250000 Penalty: 4632.622070
	Iteration 98Q: 3 clusters Score -1437590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1437593.625000 Penalty: 4632.622070
	Iteration 99Q: 3 clusters Score -1437594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1437595.375000 Penalty: 4632.622070
	Iteration 100F: 3 clusters Score -1437595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1437592.125000 Penalty: 4632.622070
	Iteration 101Q: 3 clusters Score -1437592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1437589.125000 Penalty: 4632.622070
	Iteration 102Q: 3 clusters Score -1437589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1437592.375000 Penalty: 4632.622070
	Iteration 103Q: 3 clusters Score -1437592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1437590.875000 Penalty: 4632.622070
	Iteration 104Q: 3 clusters Score -1437591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1437590.875000 Penalty: 4632.622070
	Iteration 105F: 3 clusters Score -1437591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -40632.589844 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -40632.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39341.652344 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -39341.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39574.214844 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -39574.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39672.000000 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -39672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39869.816406 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -39869.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -39939.871094 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -39939.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39960.195312 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -39960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -39975.585938 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -39975.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -39985.570312 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -39985.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39988.593750 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -39988.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39988.593750 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -39988.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (196880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196880 members 
Entering Unmasked Estep 
Score: -25431624.000000 Penalty: 3023.206787
	Iteration 0F: 2 clusters Score -2.543162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -25304816.000000 Penalty: 6046.413574
	Iteration 0F: 3 clusters Score -2.530482e+07 nChanged 94600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -25360466.000000 Penalty: 6046.413574
	Iteration 1F: 3 clusters Score -2.536047e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -25362184.000000 Penalty: 6046.413574
	Iteration 2Q: 3 clusters Score -2.536218e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -25365396.000000 Penalty: 6046.413574
	Iteration 3Q: 3 clusters Score -2.53654e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -25371286.000000 Penalty: 6046.413574
	Iteration 4F: 3 clusters Score -2.537129e+07 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122653 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -25381398.000000 Penalty: 6046.413574
	Iteration 5F: 3 clusters Score -2.53814e+07 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -25394946.000000 Penalty: 6046.413574
	Iteration 6F: 3 clusters Score -2.539495e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -25407522.000000 Penalty: 6046.413574
	Iteration 7F: 3 clusters Score -2.540752e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -25413726.000000 Penalty: 6046.413574
	Iteration 8F: 3 clusters Score -2.541373e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -25415604.000000 Penalty: 6046.413574
	Iteration 9Q: 3 clusters Score -2.54156e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -25416536.000000 Penalty: 6046.413574
	Iteration 10Q: 3 clusters Score -2.541654e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140345 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -25417230.000000 Penalty: 6046.413574
	Iteration 11Q: 3 clusters Score -2.541723e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -25417666.000000 Penalty: 6046.413574
	Iteration 12Q: 3 clusters Score -2.541767e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -25418064.000000 Penalty: 6046.413574
	Iteration 13Q: 3 clusters Score -2.541806e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -25418306.000000 Penalty: 6046.413574
	Iteration 14Q: 3 clusters Score -2.541831e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -25418448.000000 Penalty: 6046.413574
	Iteration 15Q: 3 clusters Score -2.541845e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139286 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -25418480.000000 Penalty: 6046.413574
	Iteration 16Q: 3 clusters Score -2.541848e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -25418344.000000 Penalty: 6046.413574
	Iteration 17Q: 3 clusters Score -2.541834e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -25418210.000000 Penalty: 6046.413574
	Iteration 18Q: 3 clusters Score -2.541821e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -25418162.000000 Penalty: 6046.413574
	Iteration 19Q: 3 clusters Score -2.541816e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -25418162.000000 Penalty: 6046.413574
	Iteration 20F: 3 clusters Score -2.541816e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -25418086.000000 Penalty: 6046.413574
	Iteration 21Q: 3 clusters Score -2.541809e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135579 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -25417974.000000 Penalty: 6046.413574
	Iteration 22Q: 3 clusters Score -2.541797e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -25417704.000000 Penalty: 6046.413574
	Iteration 23Q: 3 clusters Score -2.54177e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -25417416.000000 Penalty: 6046.413574
	Iteration 24Q: 3 clusters Score -2.541742e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -25417360.000000 Penalty: 6046.413574
	Iteration 25Q: 3 clusters Score -2.541736e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -25417294.000000 Penalty: 6046.413574
	Iteration 26Q: 3 clusters Score -2.541729e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -25417194.000000 Penalty: 6046.413574
	Iteration 27Q: 3 clusters Score -2.541719e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -25417038.000000 Penalty: 6046.413574
	Iteration 28Q: 3 clusters Score -2.541704e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -25416872.000000 Penalty: 6046.413574
	Iteration 29Q: 3 clusters Score -2.541687e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129041 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -25416668.000000 Penalty: 6046.413574
	Iteration 30Q: 3 clusters Score -2.541667e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128121 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -25416442.000000 Penalty: 6046.413574
	Iteration 31Q: 3 clusters Score -2.541644e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -25416208.000000 Penalty: 6046.413574
	Iteration 32Q: 3 clusters Score -2.541621e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126195 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -25416080.000000 Penalty: 6046.413574
	Iteration 33Q: 3 clusters Score -2.541608e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125161 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -25415960.000000 Penalty: 6046.413574
	Iteration 34Q: 3 clusters Score -2.541596e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -25415872.000000 Penalty: 6046.413574
	Iteration 35Q: 3 clusters Score -2.541587e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -25415658.000000 Penalty: 6046.413574
	Iteration 36Q: 3 clusters Score -2.541566e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -25415454.000000 Penalty: 6046.413574
	Iteration 37Q: 3 clusters Score -2.541545e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -25415176.000000 Penalty: 6046.413574
	Iteration 38Q: 3 clusters Score -2.541518e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -25415086.000000 Penalty: 6046.413574
	Iteration 39Q: 3 clusters Score -2.541509e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118275 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -25414838.000000 Penalty: 6046.413574
	Iteration 40F: 3 clusters Score -2.541484e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -25414554.000000 Penalty: 6046.413574
	Iteration 41Q: 3 clusters Score -2.541455e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -25414288.000000 Penalty: 6046.413574
	Iteration 42Q: 3 clusters Score -2.541429e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -25414102.000000 Penalty: 6046.413574
	Iteration 43Q: 3 clusters Score -2.54141e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -25413928.000000 Penalty: 6046.413574
	Iteration 44Q: 3 clusters Score -2.541393e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -25413756.000000 Penalty: 6046.413574
	Iteration 45Q: 3 clusters Score -2.541376e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -25413648.000000 Penalty: 6046.413574
	Iteration 46Q: 3 clusters Score -2.541365e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -25413518.000000 Penalty: 6046.413574
	Iteration 47Q: 3 clusters Score -2.541352e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -25413464.000000 Penalty: 6046.413574
	Iteration 48Q: 3 clusters Score -2.541346e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -25413416.000000 Penalty: 6046.413574
	Iteration 49Q: 3 clusters Score -2.541342e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -25413306.000000 Penalty: 6046.413574
	Iteration 50Q: 3 clusters Score -2.541331e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -25413242.000000 Penalty: 6046.413574
	Iteration 51Q: 3 clusters Score -2.541324e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -25413118.000000 Penalty: 6046.413574
	Iteration 52Q: 3 clusters Score -2.541312e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -25413084.000000 Penalty: 6046.413574
	Iteration 53Q: 3 clusters Score -2.541308e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -25413018.000000 Penalty: 6046.413574
	Iteration 54Q: 3 clusters Score -2.541302e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -25412950.000000 Penalty: 6046.413574
	Iteration 55Q: 3 clusters Score -2.541295e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -25413024.000000 Penalty: 6046.413574
	Iteration 56Q: 3 clusters Score -2.541302e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -25412974.000000 Penalty: 6046.413574
	Iteration 57Q: 3 clusters Score -2.541297e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -25413010.000000 Penalty: 6046.413574
	Iteration 58Q: 3 clusters Score -2.541301e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -25412978.000000 Penalty: 6046.413574
	Iteration 59Q: 3 clusters Score -2.541298e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -25412900.000000 Penalty: 6046.413574
	Iteration 60F: 3 clusters Score -2.54129e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -25412950.000000 Penalty: 6046.413574
	Iteration 61Q: 3 clusters Score -2.541295e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -25412966.000000 Penalty: 6046.413574
	Iteration 62Q: 3 clusters Score -2.541297e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -25412980.000000 Penalty: 6046.413574
	Iteration 63Q: 3 clusters Score -2.541298e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -25412938.000000 Penalty: 6046.413574
	Iteration 64Q: 3 clusters Score -2.541294e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.541291e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -25412886.000000 Penalty: 6046.413574
	Iteration 66Q: 3 clusters Score -2.541289e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -25412846.000000 Penalty: 6046.413574
	Iteration 67Q: 3 clusters Score -2.541285e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -25412808.000000 Penalty: 6046.413574
	Iteration 68Q: 3 clusters Score -2.541281e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -25412806.000000 Penalty: 6046.413574
	Iteration 69Q: 3 clusters Score -2.541281e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -25412766.000000 Penalty: 6046.413574
	Iteration 70Q: 3 clusters Score -2.541277e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.541277e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -25412820.000000 Penalty: 6046.413574
	Iteration 72Q: 3 clusters Score -2.541282e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -25412846.000000 Penalty: 6046.413574
	Iteration 73Q: 3 clusters Score -2.541285e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -25412842.000000 Penalty: 6046.413574
	Iteration 74Q: 3 clusters Score -2.541284e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -25412882.000000 Penalty: 6046.413574
	Iteration 75Q: 3 clusters Score -2.541288e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -25412856.000000 Penalty: 6046.413574
	Iteration 76Q: 3 clusters Score -2.541286e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 102427 members 
Entering Unmasked Estep 
Score: -25412860.000000 Penalty: 6046.413574
	Iteration 77Q: 3 clusters Score -2.541286e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -25412852.000000 Penalty: 6046.413574
	Iteration 78Q: 3 clusters Score -2.541285e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.541285e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -25412880.000000 Penalty: 6046.413574
	Iteration 80F: 3 clusters Score -2.541288e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.541289e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.541289e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.541286e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.54129e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -25412914.000000 Penalty: 6046.413574
	Iteration 85Q: 3 clusters Score -2.541291e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -25412850.000000 Penalty: 6046.413574
	Iteration 86Q: 3 clusters Score -2.541285e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.541288e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.541284e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -25412828.000000 Penalty: 6046.413574
	Iteration 89Q: 3 clusters Score -2.541283e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.541284e+07 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.54128e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -25412840.000000 Penalty: 6046.413574
	Iteration 92Q: 3 clusters Score -2.541284e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.541288e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.541292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.541292e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.541287e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 103948 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.541288e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.541291e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.541291e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.54129e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.54129e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -25412890.000000 Penalty: 6046.413574
	Iteration 102Q: 3 clusters Score -2.541289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.54129e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.541289e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.541289e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.54129e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.541288e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.541291e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.541294e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.541293e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.541293e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.541294e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.541293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.541294e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.541294e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.541296e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.541297e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.541296e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.541296e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.541295e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.541297e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.541296e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.541292e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.541292e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.541293e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.541296e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.541292e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.541293e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 104815 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.541295e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.541295e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.541295e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.541297e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.541294e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.541295e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.541295e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.541296e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.541296e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.541295e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.541299e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.541296e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.541297e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.5413e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.541302e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.541303e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.541303e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.541305e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.541304e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.541305e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.541305e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.541304e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.541304e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.541304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -25413042.000000 Penalty: 6046.413574
	Iteration 153Q: 3 clusters Score -2.541304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -25413062.000000 Penalty: 6046.413574
	Iteration 154Q: 3 clusters Score -2.541306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -25413048.000000 Penalty: 6046.413574
	Iteration 155Q: 3 clusters Score -2.541305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -25413046.000000 Penalty: 6046.413574
	Iteration 156Q: 3 clusters Score -2.541305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -25413060.000000 Penalty: 6046.413574
	Iteration 157Q: 3 clusters Score -2.541306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -25413042.000000 Penalty: 6046.413574
	Iteration 158Q: 3 clusters Score -2.541304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -25413060.000000 Penalty: 6046.413574
	Iteration 159Q: 3 clusters Score -2.541306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -25413054.000000 Penalty: 6046.413574
	Iteration 160F: 3 clusters Score -2.541305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -25413042.000000 Penalty: 6046.413574
	Iteration 161Q: 3 clusters Score -2.541304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -25413062.000000 Penalty: 6046.413574
	Iteration 162Q: 3 clusters Score -2.541306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -25413054.000000 Penalty: 6046.413574
	Iteration 163Q: 3 clusters Score -2.541305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -25413060.000000 Penalty: 6046.413574
	Iteration 164Q: 3 clusters Score -2.541306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -25413056.000000 Penalty: 6046.413574
	Iteration 165Q: 3 clusters Score -2.541306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -25413048.000000 Penalty: 6046.413574
	Iteration 166Q: 3 clusters Score -2.541305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -25413044.000000 Penalty: 6046.413574
	Iteration 167Q: 3 clusters Score -2.541304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -25413044.000000 Penalty: 6046.413574
	Iteration 168Q: 3 clusters Score -2.541304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -25413044.000000 Penalty: 6046.413574
	Iteration 169Q: 3 clusters Score -2.541304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -25413038.000000 Penalty: 6046.413574
	Iteration 170Q: 3 clusters Score -2.541304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -25413040.000000 Penalty: 6046.413574
	Iteration 171Q: 3 clusters Score -2.541304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -25413044.000000 Penalty: 6046.413574
	Iteration 172Q: 3 clusters Score -2.541304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -25413044.000000 Penalty: 6046.413574
	Iteration 173Q: 3 clusters Score -2.541304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -25413054.000000 Penalty: 6046.413574
	Iteration 174Q: 3 clusters Score -2.541305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -25413048.000000 Penalty: 6046.413574
	Iteration 175Q: 3 clusters Score -2.541305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -25413040.000000 Penalty: 6046.413574
	Iteration 176Q: 3 clusters Score -2.541304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -25413022.000000 Penalty: 6046.413574
	Iteration 177Q: 3 clusters Score -2.541302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -25413034.000000 Penalty: 6046.413574
	Iteration 178Q: 3 clusters Score -2.541303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -25413034.000000 Penalty: 6046.413574
	Iteration 179F: 3 clusters Score -2.541303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182475 members 
Entering Unmasked Estep 
Score: -23604784.000000 Penalty: 3004.363281
	Iteration 0F: 2 clusters Score -2.360478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -23485924.000000 Penalty: 6008.726562
	Iteration 0F: 3 clusters Score -2.348592e+07 nChanged 87775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -23537704.000000 Penalty: 6008.726562
	Iteration 1F: 3 clusters Score -2.35377e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -23539028.000000 Penalty: 6008.726562
	Iteration 2Q: 3 clusters Score -2.353903e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -23540962.000000 Penalty: 6008.726562
	Iteration 3Q: 3 clusters Score -2.354096e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -23543840.000000 Penalty: 6008.726562
	Iteration 4Q: 3 clusters Score -2.354384e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -23548546.000000 Penalty: 6008.726562
	Iteration 5Q: 3 clusters Score -2.354855e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -23555084.000000 Penalty: 6008.726562
	Iteration 6F: 3 clusters Score -2.355508e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -23564104.000000 Penalty: 6008.726562
	Iteration 7F: 3 clusters Score -2.35641e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -23573846.000000 Penalty: 6008.726562
	Iteration 8F: 3 clusters Score -2.357385e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -23582262.000000 Penalty: 6008.726562
	Iteration 9F: 3 clusters Score -2.358226e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160703 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -23588816.000000 Penalty: 6008.726562
	Iteration 10Q: 3 clusters Score -2.358882e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -23593418.000000 Penalty: 6008.726562
	Iteration 11Q: 3 clusters Score -2.359342e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170717 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -23596240.000000 Penalty: 6008.726562
	Iteration 12Q: 3 clusters Score -2.359624e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -23598128.000000 Penalty: 6008.726562
	Iteration 13Q: 3 clusters Score -2.359813e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -23599434.000000 Penalty: 6008.726562
	Iteration 14Q: 3 clusters Score -2.359943e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -23600306.000000 Penalty: 6008.726562
	Iteration 15Q: 3 clusters Score -2.360031e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178330 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -23600786.000000 Penalty: 6008.726562
	Iteration 16Q: 3 clusters Score -2.360079e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -23601030.000000 Penalty: 6008.726562
	Iteration 17Q: 3 clusters Score -2.360103e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -23601318.000000 Penalty: 6008.726562
	Iteration 18Q: 3 clusters Score -2.360132e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179984 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -23601576.000000 Penalty: 6008.726562
	Iteration 19Q: 3 clusters Score -2.360158e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23601706.000000 Penalty: 6008.726562
	Iteration 20F: 3 clusters Score -2.360171e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180520 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -23601824.000000 Penalty: 6008.726562
	Iteration 21Q: 3 clusters Score -2.360182e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23601850.000000 Penalty: 6008.726562
	Iteration 22Q: 3 clusters Score -2.360185e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180830 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23601952.000000 Penalty: 6008.726562
	Iteration 23Q: 3 clusters Score -2.360195e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -23602018.000000 Penalty: 6008.726562
	Iteration 24Q: 3 clusters Score -2.360202e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181052 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23602066.000000 Penalty: 6008.726562
	Iteration 25Q: 3 clusters Score -2.360207e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -23602098.000000 Penalty: 6008.726562
	Iteration 26Q: 3 clusters Score -2.36021e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -23602160.000000 Penalty: 6008.726562
	Iteration 27Q: 3 clusters Score -2.360216e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -23602192.000000 Penalty: 6008.726562
	Iteration 28Q: 3 clusters Score -2.360219e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23602192.000000 Penalty: 6008.726562
	Iteration 29Q: 3 clusters Score -2.360219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181347 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23602182.000000 Penalty: 6008.726562
	Iteration 30Q: 3 clusters Score -2.360218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181373 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23602210.000000 Penalty: 6008.726562
	Iteration 31Q: 3 clusters Score -2.360221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181392 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23602222.000000 Penalty: 6008.726562
	Iteration 32Q: 3 clusters Score -2.360222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181412 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23602240.000000 Penalty: 6008.726562
	Iteration 33Q: 3 clusters Score -2.360224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181430 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23602254.000000 Penalty: 6008.726562
	Iteration 34Q: 3 clusters Score -2.360225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181447 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23602256.000000 Penalty: 6008.726562
	Iteration 35Q: 3 clusters Score -2.360226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181464 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23602264.000000 Penalty: 6008.726562
	Iteration 36Q: 3 clusters Score -2.360226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181474 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23602272.000000 Penalty: 6008.726562
	Iteration 37Q: 3 clusters Score -2.360227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -23602284.000000 Penalty: 6008.726562
	Iteration 38Q: 3 clusters Score -2.360228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181492 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23602280.000000 Penalty: 6008.726562
	Iteration 39Q: 3 clusters Score -2.360228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181506 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23602292.000000 Penalty: 6008.726562
	Iteration 40F: 3 clusters Score -2.360229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181520 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23602282.000000 Penalty: 6008.726562
	Iteration 41Q: 3 clusters Score -2.360228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181522 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23602292.000000 Penalty: 6008.726562
	Iteration 42Q: 3 clusters Score -2.360229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -23602302.000000 Penalty: 6008.726562
	Iteration 43Q: 3 clusters Score -2.36023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23602280.000000 Penalty: 6008.726562
	Iteration 44Q: 3 clusters Score -2.360228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23602300.000000 Penalty: 6008.726562
	Iteration 45Q: 3 clusters Score -2.36023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23602292.000000 Penalty: 6008.726562
	Iteration 46Q: 3 clusters Score -2.360229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23602298.000000 Penalty: 6008.726562
	Iteration 47Q: 3 clusters Score -2.36023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181548 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23602308.000000 Penalty: 6008.726562
	Iteration 48Q: 3 clusters Score -2.360231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -23602302.000000 Penalty: 6008.726562
	Iteration 49Q: 3 clusters Score -2.36023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181556 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23602296.000000 Penalty: 6008.726562
	Iteration 50Q: 3 clusters Score -2.36023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181560 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -23602318.000000 Penalty: 6008.726562
	Iteration 51Q: 3 clusters Score -2.360232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181562 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -23602322.000000 Penalty: 6008.726562
	Iteration 52Q: 3 clusters Score -2.360232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181564 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23602312.000000 Penalty: 6008.726562
	Iteration 53Q: 3 clusters Score -2.360231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23602304.000000 Penalty: 6008.726562
	Iteration 54Q: 3 clusters Score -2.36023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23602304.000000 Penalty: 6008.726562
	Iteration 55F: 3 clusters Score -2.36023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196943 members 
Entering Unmasked Estep 
Score: -25475630.000000 Penalty: 3023.286133
	Iteration 0F: 2 clusters Score -2.547563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -25349004.000000 Penalty: 6046.572266
	Iteration 0F: 3 clusters Score -2.5349e+07 nChanged 94612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 103615 members 
Entering Unmasked Estep 
Score: -25403748.000000 Penalty: 6046.572266
	Iteration 1F: 3 clusters Score -2.540375e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -25405704.000000 Penalty: 6046.572266
	Iteration 2Q: 3 clusters Score -2.54057e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 111952 members 
Entering Unmasked Estep 
Score: -25409074.000000 Penalty: 6046.572266
	Iteration 3Q: 3 clusters Score -2.540907e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -25415222.000000 Penalty: 6046.572266
	Iteration 4F: 3 clusters Score -2.541522e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 131061 members 
Entering Unmasked Estep 
Score: -25425490.000000 Penalty: 6046.572266
	Iteration 5F: 3 clusters Score -2.542549e+07 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -25439026.000000 Penalty: 6046.572266
	Iteration 6F: 3 clusters Score -2.543903e+07 nChanged 15244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -25452832.000000 Penalty: 6046.572266
	Iteration 7F: 3 clusters Score -2.545283e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -25463112.000000 Penalty: 6046.572266
	Iteration 8F: 3 clusters Score -2.546311e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 169432 members 
Entering Unmasked Estep 
Score: -25468224.000000 Penalty: 6046.572266
	Iteration 9Q: 3 clusters Score -2.546822e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -25470224.000000 Penalty: 6046.572266
	Iteration 10Q: 3 clusters Score -2.547022e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -25471260.000000 Penalty: 6046.572266
	Iteration 11Q: 3 clusters Score -2.547126e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 177408 members 
Entering Unmasked Estep 
Score: -25472154.000000 Penalty: 6046.572266
	Iteration 12Q: 3 clusters Score -2.547215e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 179583 members 
Entering Unmasked Estep 
Score: -25472650.000000 Penalty: 6046.572266
	Iteration 13Q: 3 clusters Score -2.547265e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 181559 members 
Entering Unmasked Estep 
Score: -25473170.000000 Penalty: 6046.572266
	Iteration 14Q: 3 clusters Score -2.547317e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 183353 members 
Entering Unmasked Estep 
Score: -25473570.000000 Penalty: 6046.572266
	Iteration 15Q: 3 clusters Score -2.547357e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -25473844.000000 Penalty: 6046.572266
	Iteration 16Q: 3 clusters Score -2.547384e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 186302 members 
Entering Unmasked Estep 
Score: -25473930.000000 Penalty: 6046.572266
	Iteration 17Q: 3 clusters Score -2.547393e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 187512 members 
Entering Unmasked Estep 
Score: -25474124.000000 Penalty: 6046.572266
	Iteration 18Q: 3 clusters Score -2.547412e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 188518 members 
Entering Unmasked Estep 
Score: -25474174.000000 Penalty: 6046.572266
	Iteration 19Q: 3 clusters Score -2.547417e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 189405 members 
Entering Unmasked Estep 
Score: -25474434.000000 Penalty: 6046.572266
	Iteration 20F: 3 clusters Score -2.547443e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 190157 members 
Entering Unmasked Estep 
Score: -25474514.000000 Penalty: 6046.572266
	Iteration 21Q: 3 clusters Score -2.547451e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -25474434.000000 Penalty: 6046.572266
	Iteration 22Q: 3 clusters Score -2.547443e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 191373 members 
Entering Unmasked Estep 
Score: -25474470.000000 Penalty: 6046.572266
	Iteration 23Q: 3 clusters Score -2.547447e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -25474408.000000 Penalty: 6046.572266
	Iteration 24Q: 3 clusters Score -2.547441e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 192207 members 
Entering Unmasked Estep 
Score: -25474418.000000 Penalty: 6046.572266
	Iteration 25Q: 3 clusters Score -2.547442e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 192530 members 
Entering Unmasked Estep 
Score: -25474352.000000 Penalty: 6046.572266
	Iteration 26Q: 3 clusters Score -2.547435e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 192817 members 
Entering Unmasked Estep 
Score: -25474350.000000 Penalty: 6046.572266
	Iteration 27Q: 3 clusters Score -2.547435e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -25474346.000000 Penalty: 6046.572266
	Iteration 28Q: 3 clusters Score -2.547435e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 193302 members 
Entering Unmasked Estep 
Score: -25474330.000000 Penalty: 6046.572266
	Iteration 29Q: 3 clusters Score -2.547433e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -25474296.000000 Penalty: 6046.572266
	Iteration 30Q: 3 clusters Score -2.54743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 193675 members 
Entering Unmasked Estep 
Score: -25474220.000000 Penalty: 6046.572266
	Iteration 31Q: 3 clusters Score -2.547422e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 193806 members 
Entering Unmasked Estep 
Score: -25474224.000000 Penalty: 6046.572266
	Iteration 32Q: 3 clusters Score -2.547422e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 193910 members 
Entering Unmasked Estep 
Score: -25474164.000000 Penalty: 6046.572266
	Iteration 33Q: 3 clusters Score -2.547416e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 194013 members 
Entering Unmasked Estep 
Score: -25474166.000000 Penalty: 6046.572266
	Iteration 34Q: 3 clusters Score -2.547417e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 194112 members 
Entering Unmasked Estep 
Score: -25474200.000000 Penalty: 6046.572266
	Iteration 35Q: 3 clusters Score -2.54742e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -25474178.000000 Penalty: 6046.572266
	Iteration 36Q: 3 clusters Score -2.547418e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 194261 members 
Entering Unmasked Estep 
Score: -25474190.000000 Penalty: 6046.572266
	Iteration 37Q: 3 clusters Score -2.547419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -25474168.000000 Penalty: 6046.572266
	Iteration 38Q: 3 clusters Score -2.547417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 194363 members 
Entering Unmasked Estep 
Score: -25474150.000000 Penalty: 6046.572266
	Iteration 39Q: 3 clusters Score -2.547415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -25474140.000000 Penalty: 6046.572266
	Iteration 40F: 3 clusters Score -2.547414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 194437 members 
Entering Unmasked Estep 
Score: -25474120.000000 Penalty: 6046.572266
	Iteration 41Q: 3 clusters Score -2.547412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 194464 members 
Entering Unmasked Estep 
Score: -25474130.000000 Penalty: 6046.572266
	Iteration 42Q: 3 clusters Score -2.547413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 194484 members 
Entering Unmasked Estep 
Score: -25474130.000000 Penalty: 6046.572266
	Iteration 43Q: 3 clusters Score -2.547413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 194507 members 
Entering Unmasked Estep 
Score: -25474118.000000 Penalty: 6046.572266
	Iteration 44Q: 3 clusters Score -2.547412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 194534 members 
Entering Unmasked Estep 
Score: -25474136.000000 Penalty: 6046.572266
	Iteration 45Q: 3 clusters Score -2.547414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 194563 members 
Entering Unmasked Estep 
Score: -25474134.000000 Penalty: 6046.572266
	Iteration 46Q: 3 clusters Score -2.547413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -25474144.000000 Penalty: 6046.572266
	Iteration 47Q: 3 clusters Score -2.547414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
Score: -25474106.000000 Penalty: 6046.572266
	Iteration 48Q: 3 clusters Score -2.547411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -25474088.000000 Penalty: 6046.572266
	Iteration 49Q: 3 clusters Score -2.547409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -25474104.000000 Penalty: 6046.572266
	Iteration 50Q: 3 clusters Score -2.54741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -25474108.000000 Penalty: 6046.572266
	Iteration 51Q: 3 clusters Score -2.547411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -25474080.000000 Penalty: 6046.572266
	Iteration 52Q: 3 clusters Score -2.547408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -25474102.000000 Penalty: 6046.572266
	Iteration 53Q: 3 clusters Score -2.54741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 194697 members 
Entering Unmasked Estep 
Score: -25474102.000000 Penalty: 6046.572266
	Iteration 54Q: 3 clusters Score -2.54741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 194706 members 
Entering Unmasked Estep 
Score: -25474086.000000 Penalty: 6046.572266
	Iteration 55Q: 3 clusters Score -2.547409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 194713 members 
Entering Unmasked Estep 
Score: -25474090.000000 Penalty: 6046.572266
	Iteration 56Q: 3 clusters Score -2.547409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 194724 members 
Entering Unmasked Estep 
Score: -25474072.000000 Penalty: 6046.572266
	Iteration 57Q: 3 clusters Score -2.547407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 194727 members 
Entering Unmasked Estep 
Score: -25474078.000000 Penalty: 6046.572266
	Iteration 58Q: 3 clusters Score -2.547408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 194734 members 
Entering Unmasked Estep 
Score: -25474076.000000 Penalty: 6046.572266
	Iteration 59Q: 3 clusters Score -2.547408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 194746 members 
Entering Unmasked Estep 
Score: -25474098.000000 Penalty: 6046.572266
	Iteration 60F: 3 clusters Score -2.54741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 194759 members 
Entering Unmasked Estep 
Score: -25474096.000000 Penalty: 6046.572266
	Iteration 61Q: 3 clusters Score -2.54741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 194769 members 
Entering Unmasked Estep 
Score: -25474102.000000 Penalty: 6046.572266
	Iteration 62Q: 3 clusters Score -2.54741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 194775 members 
Entering Unmasked Estep 
Score: -25474102.000000 Penalty: 6046.572266
	Iteration 63Q: 3 clusters Score -2.54741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 194780 members 
Entering Unmasked Estep 
Score: -25474088.000000 Penalty: 6046.572266
	Iteration 64Q: 3 clusters Score -2.547409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 194785 members 
Entering Unmasked Estep 
Score: -25474102.000000 Penalty: 6046.572266
	Iteration 65Q: 3 clusters Score -2.54741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -25474096.000000 Penalty: 6046.572266
	Iteration 66Q: 3 clusters Score -2.54741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 194790 members 
Entering Unmasked Estep 
Score: -25474082.000000 Penalty: 6046.572266
	Iteration 67Q: 3 clusters Score -2.547408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 194792 members 
Entering Unmasked Estep 
Score: -25474092.000000 Penalty: 6046.572266
	Iteration 68Q: 3 clusters Score -2.547409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 194792 members 
Entering Unmasked Estep 
Score: -25474092.000000 Penalty: 6046.572266
	Iteration 69F: 3 clusters Score -2.547409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -42433.316406 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -42433.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41080.769531 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -41080.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41214.519531 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -41214.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41288.285156 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -41288.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41347.066406 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -41347.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41405.339844 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -41405.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41432.656250 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -41432.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41434.730469 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -41434.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41434.730469 Penalty: 2919.507568
	Iteration 7F: 3 clusters Score -41434.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -790779.500000 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -790779.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -785377.062500 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -785377.1 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -786764.437500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -786764.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -787087.312500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -787087.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -787354.125000 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -787354.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -787605.562500 Penalty: 4352.596191
	Iteration 4F: 3 clusters Score -787605.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -787848.125000 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -787848.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -788077.437500 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -788077.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -788300.437500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -788300.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -788462.750000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -788462.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -788582.375000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -788582.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -788681.250000 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -788681.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -788762.687500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -788762.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -788805.750000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -788805.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -788836.937500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -788836.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -788857.812500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -788857.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -788873.125000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -788873.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -788877.125000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -788877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -788882.437500 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -788882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -788886.937500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -788886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -788888.250000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -788888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -788889.687500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -788889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -788892.250000 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -788892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -788892.875000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -788892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -788891.250000 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -788891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -788891.375000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -788891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -788891.375000 Penalty: 4352.596191
	Iteration 25F: 3 clusters Score -788891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Entering Unmasked Estep 
Score: -21613672.000000 Penalty: 2982.981934
	Iteration 0F: 2 clusters Score -2.161367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -21506160.000000 Penalty: 5965.963867
	Iteration 0F: 3 clusters Score -2.150616e+07 nChanged 80147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -21553742.000000 Penalty: 5965.963867
	Iteration 1F: 3 clusters Score -2.155374e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -21556348.000000 Penalty: 5965.963867
	Iteration 2Q: 3 clusters Score -2.155635e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -21560812.000000 Penalty: 5965.963867
	Iteration 3F: 3 clusters Score -2.156081e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -21567796.000000 Penalty: 5965.963867
	Iteration 4F: 3 clusters Score -2.15678e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -21578934.000000 Penalty: 5965.963867
	Iteration 5F: 3 clusters Score -2.157893e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 142426 members 
Entering Unmasked Estep 
Score: -21591004.000000 Penalty: 5965.963867
	Iteration 6F: 3 clusters Score -2.1591e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -21600812.000000 Penalty: 5965.963867
	Iteration 7F: 3 clusters Score -2.160081e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -21606590.000000 Penalty: 5965.963867
	Iteration 8Q: 3 clusters Score -2.160659e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -21609198.000000 Penalty: 5965.963867
	Iteration 9Q: 3 clusters Score -2.16092e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -21610276.000000 Penalty: 5965.963867
	Iteration 10Q: 3 clusters Score -2.161028e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -21610668.000000 Penalty: 5965.963867
	Iteration 11Q: 3 clusters Score -2.161067e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 166117 members 
Entering Unmasked Estep 
Score: -21610874.000000 Penalty: 5965.963867
	Iteration 12Q: 3 clusters Score -2.161087e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -21610974.000000 Penalty: 5965.963867
	Iteration 13Q: 3 clusters Score -2.161097e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 166437 members 
Entering Unmasked Estep 
Score: -21611026.000000 Penalty: 5965.963867
	Iteration 14Q: 3 clusters Score -2.161103e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -21611090.000000 Penalty: 5965.963867
	Iteration 15Q: 3 clusters Score -2.161109e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -21611122.000000 Penalty: 5965.963867
	Iteration 16Q: 3 clusters Score -2.161112e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -21611158.000000 Penalty: 5965.963867
	Iteration 17Q: 3 clusters Score -2.161116e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -21611140.000000 Penalty: 5965.963867
	Iteration 18Q: 3 clusters Score -2.161114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -21611186.000000 Penalty: 5965.963867
	Iteration 19Q: 3 clusters Score -2.161119e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -21611200.000000 Penalty: 5965.963867
	Iteration 20F: 3 clusters Score -2.16112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 166679 members 
Entering Unmasked Estep 
Score: -21611184.000000 Penalty: 5965.963867
	Iteration 21Q: 3 clusters Score -2.161118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -21611204.000000 Penalty: 5965.963867
	Iteration 22Q: 3 clusters Score -2.16112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
Score: -21611224.000000 Penalty: 5965.963867
	Iteration 23Q: 3 clusters Score -2.161122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -21611240.000000 Penalty: 5965.963867
	Iteration 24Q: 3 clusters Score -2.161124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -21611228.000000 Penalty: 5965.963867
	Iteration 25Q: 3 clusters Score -2.161123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -21611258.000000 Penalty: 5965.963867
	Iteration 26Q: 3 clusters Score -2.161126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 166734 members 
Entering Unmasked Estep 
Score: -21611260.000000 Penalty: 5965.963867
	Iteration 27Q: 3 clusters Score -2.161126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -21611278.000000 Penalty: 5965.963867
	Iteration 28Q: 3 clusters Score -2.161128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -21611270.000000 Penalty: 5965.963867
	Iteration 29Q: 3 clusters Score -2.161127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -21611272.000000 Penalty: 5965.963867
	Iteration 30Q: 3 clusters Score -2.161127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 166744 members 
Entering Unmasked Estep 
Score: -21611264.000000 Penalty: 5965.963867
	Iteration 31Q: 3 clusters Score -2.161126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -21611262.000000 Penalty: 5965.963867
	Iteration 32Q: 3 clusters Score -2.161126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -21611258.000000 Penalty: 5965.963867
	Iteration 33Q: 3 clusters Score -2.161126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -21611266.000000 Penalty: 5965.963867
	Iteration 34Q: 3 clusters Score -2.161127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -21611266.000000 Penalty: 5965.963867
	Iteration 35F: 3 clusters Score -2.161127e+07 nChanged 0
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -416194336.000000 Penalty: 70691.179688
23->20 Clusters: Score -416194336.000000, best is -416217760.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 47674 members 
Mstep: Class 3 contains 47244 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 47432 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 47697 members 
Mstep: Class 8 contains 47372 members 
Mstep: Class 9 contains 47614 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 47994 members 
Mstep: Class 12 contains 47216 members 
Mstep: Class 13 contains 47316 members 
Mstep: Class 14 contains 47360 members 
Mstep: Class 15 contains 47413 members 
Mstep: Class 16 contains 47138 members 
Mstep: Class 17 contains 47397 members 
Mstep: Class 18 contains 47536 members 
Mstep: Class 19 contains 46994 members 
Mstep: Class 20 contains 47523 members 
Mstep: Class 21 contains 47783 members 
Mstep: Class 22 contains 47713 members 
Mstep: Class 23 contains 47698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 451.753235 but Gain 3448.132812
Score: -133205000.000000 Penalty: 75858.906250
Iteration 0F: 23 clusters Score -1.33205e+08 nChanged 1040964
Entering Unmasked Mstep 
Mstep: Class 0 contains 2990 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 3 contains 84547 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 5 contains 46142 members 
Mstep: Class 6 contains 166748 members 
Mstep: Class 7 contains 61596 members 
Mstep: Class 8 contains 17625 members 
Mstep: Class 9 contains 65990 members 
Mstep: Class 10 contains 30304 members 
Mstep: Class 11 contains 15784 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 30195 members 
Mstep: Class 14 contains 10894 members 
Mstep: Class 15 contains 46984 members 
Mstep: Class 16 contains 42992 members 
Mstep: Class 17 contains 19032 members 
Mstep: Class 18 contains 81260 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 20 contains 105836 members 
Mstep: Class 21 contains 80276 members 
Mstep: Class 22 contains 30938 members 
Mstep: Class 23 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136637664.000000 Penalty: 75858.906250
Iteration 1F: 23 clusters Score -1.366377e+08 nChanged 391562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2989 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 3 contains 87399 members 
Mstep: Class 4 contains 27640 members 
Mstep: Class 5 contains 47365 members 
Mstep: Class 6 contains 249443 members 
Mstep: Class 7 contains 72956 members 
Mstep: Class 8 contains 12959 members 
Mstep: Class 9 contains 50661 members 
Mstep: Class 10 contains 18372 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 21587 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 46623 members 
Mstep: Class 16 contains 30743 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 85865 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 134551 members 
Mstep: Class 21 contains 83415 members 
Mstep: Class 22 contains 24752 members 
Mstep: Class 23 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137199408.000000 Penalty: 75858.906250
Iteration 2F: 23 clusters Score -1.371994e+08 nChanged 293276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2616 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 3 contains 78190 members 
Mstep: Class 4 contains 20957 members 
Mstep: Class 5 contains 49340 members 
Mstep: Class 6 contains 296397 members 
Mstep: Class 7 contains 87313 members 
Mstep: Class 8 contains 9839 members 
Mstep: Class 9 contains 38241 members 
Mstep: Class 10 contains 11520 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 9095 members 
Mstep: Class 13 contains 14462 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 48357 members 
Mstep: Class 16 contains 20600 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 81185 members 
Mstep: Class 19 contains 12414 members 
Mstep: Class 20 contains 144713 members 
Mstep: Class 21 contains 109312 members 
Mstep: Class 22 contains 18497 members 
Mstep: Class 23 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2707.726562 but Gain 3448.132812
Score: -137490944.000000 Penalty: 72410.773438
Iteration 3F: 22 clusters Score -1.374909e+08 nChanged 214462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1757 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 3 contains 71115 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 52653 members 
Mstep: Class 6 contains 276908 members 
Mstep: Class 7 contains 106096 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 29021 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 10629 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 50599 members 
Mstep: Class 16 contains 14966 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 82970 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 20 contains 160430 members 
Mstep: Class 21 contains 147738 members 
Mstep: Class 22 contains 15938 members 
Mstep: Class 23 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137738912.000000 Penalty: 72410.773438
Iteration 4F: 22 clusters Score -1.377389e+08 nChanged 164476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1150 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 3 contains 63106 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 52961 members 
Mstep: Class 6 contains 251729 members 
Mstep: Class 7 contains 122199 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 25319 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 12 contains 11138 members 
Mstep: Class 13 contains 9813 members 
Mstep: Class 14 contains 1676 members 
Mstep: Class 15 contains 48567 members 
Mstep: Class 16 contains 10851 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 85553 members 
Mstep: Class 19 contains 6848 members 
Mstep: Class 20 contains 173360 members 
Mstep: Class 21 contains 178505 members 
Mstep: Class 22 contains 15541 members 
Mstep: Class 23 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2878.580811 but Gain 3448.125000
Score: -137971968.000000 Penalty: 68962.648438
Iteration 5F: 21 clusters Score -1.37972e+08 nChanged 140817
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 3 contains 56798 members 
Mstep: Class 4 contains 5158 members 
Mstep: Class 5 contains 51297 members 
Mstep: Class 6 contains 229217 members 
Mstep: Class 7 contains 136293 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 22863 members 
Mstep: Class 12 contains 13674 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 43639 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 89131 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 184047 members 
Mstep: Class 21 contains 202138 members 
Mstep: Class 22 contains 16231 members 
Mstep: Class 23 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3257.675293 but Gain 3448.136719
Score: -138107728.000000 Penalty: 65514.511719
Iteration 6F: 20 clusters Score -1.381077e+08 nChanged 121624
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 3 contains 53355 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 5 contains 48517 members 
Mstep: Class 6 contains 209161 members 
Mstep: Class 7 contains 148137 members 
Mstep: Class 9 contains 21435 members 
Mstep: Class 12 contains 16483 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 37237 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 3573 members 
Mstep: Class 18 contains 93925 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 191948 members 
Mstep: Class 21 contains 217407 members 
Mstep: Class 22 contains 17406 members 
Mstep: Class 23 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2211.162842 but Gain 3448.132812
Score: -138204704.000000 Penalty: 62066.378906
Iteration 7F: 19 clusters Score -1.382047e+08 nChanged 104337
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 51501 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 45453 members 
Mstep: Class 6 contains 193587 members 
Mstep: Class 7 contains 158065 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 12 contains 18280 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 30696 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 99166 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 196106 members 
Mstep: Class 21 contains 227530 members 
Mstep: Class 22 contains 18739 members 
Mstep: Class 23 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138272496.000000 Penalty: 62066.378906
Iteration 8F: 19 clusters Score -1.382725e+08 nChanged 87978
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 3 contains 50862 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 42886 members 
Mstep: Class 6 contains 179468 members 
Mstep: Class 7 contains 167420 members 
Mstep: Class 9 contains 18110 members 
Mstep: Class 12 contains 19171 members 
Mstep: Class 13 contains 16983 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 24924 members 
Mstep: Class 16 contains 3784 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 104340 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 197848 members 
Mstep: Class 21 contains 233366 members 
Mstep: Class 22 contains 19883 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138314176.000000 Penalty: 62066.378906
Iteration 9F: 19 clusters Score -1.383142e+08 nChanged 76992
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 50577 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 41802 members 
Mstep: Class 6 contains 165500 members 
Mstep: Class 7 contains 178218 members 
Mstep: Class 9 contains 16378 members 
Mstep: Class 12 contains 19503 members 
Mstep: Class 13 contains 18854 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 15 contains 20403 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 109230 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 197520 members 
Mstep: Class 21 contains 237090 members 
Mstep: Class 22 contains 20694 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138343744.000000 Penalty: 62066.378906
Iteration 10F: 19 clusters Score -1.383437e+08 nChanged 67834
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 50296 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 41997 members 
Mstep: Class 6 contains 153548 members 
Mstep: Class 7 contains 189789 members 
Mstep: Class 9 contains 14883 members 
Mstep: Class 12 contains 19614 members 
Mstep: Class 13 contains 20584 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 17256 members 
Mstep: Class 16 contains 2971 members 
Mstep: Class 17 contains 4750 members 
Mstep: Class 18 contains 113719 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 194034 members 
Mstep: Class 21 contains 239068 members 
Mstep: Class 22 contains 21184 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138366480.000000 Penalty: 62066.378906
Iteration 11F: 19 clusters Score -1.383665e+08 nChanged 58814
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 49801 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 143548 members 
Mstep: Class 7 contains 201344 members 
Mstep: Class 9 contains 13630 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 667 members 
Mstep: Class 15 contains 15013 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 117566 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 188896 members 
Mstep: Class 21 contains 239889 members 
Mstep: Class 22 contains 21442 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138383392.000000 Penalty: 62066.378906
Iteration 12F: 19 clusters Score -1.383834e+08 nChanged 51720
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 49260 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 44595 members 
Mstep: Class 6 contains 134398 members 
Mstep: Class 7 contains 213057 members 
Mstep: Class 9 contains 12573 members 
Mstep: Class 12 contains 19639 members 
Mstep: Class 13 contains 23678 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 121050 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 183338 members 
Mstep: Class 21 contains 239536 members 
Mstep: Class 22 contains 21562 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138393552.000000 Penalty: 62066.378906
Iteration 13Q: 19 clusters Score -1.383936e+08 nChanged 48863
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48607 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 46332 members 
Mstep: Class 6 contains 125520 members 
Mstep: Class 7 contains 224237 members 
Mstep: Class 9 contains 11777 members 
Mstep: Class 12 contains 19470 members 
Mstep: Class 13 contains 25062 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 5484 members 
Mstep: Class 18 contains 124880 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 178200 members 
Mstep: Class 21 contains 238022 members 
Mstep: Class 22 contains 21673 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138397520.000000 Penalty: 62066.378906
Iteration 14Q: 19 clusters Score -1.383975e+08 nChanged 47544
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47988 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 48388 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 230512 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 12 contains 19221 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 128688 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 174721 members 
Mstep: Class 21 contains 237494 members 
Mstep: Class 22 contains 21853 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138399472.000000 Penalty: 62066.378906
Iteration 15Q: 19 clusters Score -1.383995e+08 nChanged 43469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47475 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 50770 members 
Mstep: Class 6 contains 112504 members 
Mstep: Class 7 contains 229335 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 12 contains 18896 members 
Mstep: Class 13 contains 27617 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 11083 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 131971 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 174048 members 
Mstep: Class 21 contains 239036 members 
Mstep: Class 22 contains 22122 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138407296.000000 Penalty: 62066.378906
Iteration 16Q: 19 clusters Score -1.384073e+08 nChanged 38002
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47075 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 53412 members 
Mstep: Class 6 contains 108819 members 
Mstep: Class 7 contains 223820 members 
Mstep: Class 9 contains 10328 members 
Mstep: Class 12 contains 18540 members 
Mstep: Class 13 contains 29002 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 10803 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 134379 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 175033 members 
Mstep: Class 21 contains 241855 members 
Mstep: Class 22 contains 22328 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138417776.000000 Penalty: 62066.378906
Iteration 17Q: 19 clusters Score -1.384178e+08 nChanged 33450
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46733 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 56170 members 
Mstep: Class 6 contains 106367 members 
Mstep: Class 7 contains 217142 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 12 contains 18186 members 
Mstep: Class 13 contains 30453 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 18 contains 135932 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 176177 members 
Mstep: Class 21 contains 244875 members 
Mstep: Class 22 contains 22487 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138427296.000000 Penalty: 62066.378906
Iteration 18Q: 19 clusters Score -1.384273e+08 nChanged 30377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46567 members 
Mstep: Class 4 contains 2410 members 
Mstep: Class 5 contains 58985 members 
Mstep: Class 6 contains 104594 members 
Mstep: Class 7 contains 210862 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 32027 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 136743 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 177104 members 
Mstep: Class 21 contains 247385 members 
Mstep: Class 22 contains 22565 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138434944.000000 Penalty: 62066.378906
Iteration 19Q: 19 clusters Score -1.384349e+08 nChanged 27954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46530 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 61887 members 
Mstep: Class 6 contains 103384 members 
Mstep: Class 7 contains 205584 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 12 contains 17457 members 
Mstep: Class 13 contains 33690 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 10082 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 136706 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 178184 members 
Mstep: Class 21 contains 248940 members 
Mstep: Class 22 contains 22555 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138439792.000000 Penalty: 62066.378906
Iteration 20F: 19 clusters Score -1.384398e+08 nChanged 25999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46601 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 64872 members 
Mstep: Class 6 contains 102804 members 
Mstep: Class 7 contains 201060 members 
Mstep: Class 9 contains 9677 members 
Mstep: Class 12 contains 17101 members 
Mstep: Class 13 contains 35289 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 9741 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 135961 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 179437 members 
Mstep: Class 21 contains 249735 members 
Mstep: Class 22 contains 22355 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138444544.000000 Penalty: 62066.378906
Iteration 21Q: 19 clusters Score -1.384445e+08 nChanged 24390
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46730 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 67866 members 
Mstep: Class 6 contains 102560 members 
Mstep: Class 7 contains 197394 members 
Mstep: Class 9 contains 9593 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 36762 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 9462 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 6937 members 
Mstep: Class 18 contains 134971 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 180437 members 
Mstep: Class 21 contains 249856 members 
Mstep: Class 22 contains 22083 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138449216.000000 Penalty: 62066.378906
Iteration 22Q: 19 clusters Score -1.384492e+08 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 46892 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 70946 members 
Mstep: Class 6 contains 102907 members 
Mstep: Class 7 contains 194221 members 
Mstep: Class 9 contains 9501 members 
Mstep: Class 12 contains 16501 members 
Mstep: Class 13 contains 38209 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 133726 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 181288 members 
Mstep: Class 21 contains 249142 members 
Mstep: Class 22 contains 21765 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138453216.000000 Penalty: 62066.378906
Iteration 23Q: 19 clusters Score -1.384532e+08 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 74082 members 
Mstep: Class 6 contains 103918 members 
Mstep: Class 7 contains 191391 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 12 contains 16202 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 8821 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 132228 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 182247 members 
Mstep: Class 21 contains 247724 members 
Mstep: Class 22 contains 21414 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138457552.000000 Penalty: 62066.378906
Iteration 24Q: 19 clusters Score -1.384576e+08 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47253 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 77190 members 
Mstep: Class 6 contains 105497 members 
Mstep: Class 7 contains 188833 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 12 contains 15957 members 
Mstep: Class 13 contains 40930 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 8497 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 6902 members 
Mstep: Class 18 contains 130683 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 183148 members 
Mstep: Class 21 contains 245861 members 
Mstep: Class 22 contains 21008 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138462672.000000 Penalty: 62066.378906
Iteration 25Q: 19 clusters Score -1.384627e+08 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 80291 members 
Mstep: Class 6 contains 107523 members 
Mstep: Class 7 contains 186410 members 
Mstep: Class 9 contains 9383 members 
Mstep: Class 12 contains 15728 members 
Mstep: Class 13 contains 42076 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 129048 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 183955 members 
Mstep: Class 21 contains 243769 members 
Mstep: Class 22 contains 20567 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138465808.000000 Penalty: 62066.378906
Iteration 26Q: 19 clusters Score -1.384658e+08 nChanged 16690
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47586 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 83464 members 
Mstep: Class 6 contains 110092 members 
Mstep: Class 7 contains 183938 members 
Mstep: Class 9 contains 9364 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 43105 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 127335 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 184642 members 
Mstep: Class 21 contains 241443 members 
Mstep: Class 22 contains 20054 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138470128.000000 Penalty: 62066.378906
Iteration 27Q: 19 clusters Score -1.384701e+08 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 86474 members 
Mstep: Class 6 contains 113032 members 
Mstep: Class 7 contains 181680 members 
Mstep: Class 9 contains 9339 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 44050 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 7758 members 
Mstep: Class 16 contains 3077 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 125636 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 185199 members 
Mstep: Class 21 contains 238884 members 
Mstep: Class 22 contains 19521 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138474080.000000 Penalty: 62066.378906
Iteration 28Q: 19 clusters Score -1.384741e+08 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 47862 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 89439 members 
Mstep: Class 6 contains 116311 members 
Mstep: Class 7 contains 179372 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 44809 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 123948 members 
Mstep: Class 19 contains 1273 members 
Mstep: Class 20 contains 185500 members 
Mstep: Class 21 contains 236518 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138476656.000000 Penalty: 62066.378906
Iteration 29Q: 19 clusters Score -1.384767e+08 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48011 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 92361 members 
Mstep: Class 6 contains 119918 members 
Mstep: Class 7 contains 177103 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 12 contains 14993 members 
Mstep: Class 13 contains 45378 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 7354 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 122172 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 185527 members 
Mstep: Class 21 contains 234209 members 
Mstep: Class 22 contains 18473 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138480720.000000 Penalty: 62066.378906
Iteration 30Q: 19 clusters Score -1.384807e+08 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48165 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 95236 members 
Mstep: Class 6 contains 123701 members 
Mstep: Class 7 contains 174803 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 13 contains 45856 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 7189 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 120458 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 185198 members 
Mstep: Class 21 contains 232166 members 
Mstep: Class 22 contains 17990 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138483744.000000 Penalty: 62066.378906
Iteration 31Q: 19 clusters Score -1.384837e+08 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48306 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 98059 members 
Mstep: Class 6 contains 127684 members 
Mstep: Class 7 contains 172302 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 12 contains 14620 members 
Mstep: Class 13 contains 46244 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 118826 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 184627 members 
Mstep: Class 21 contains 230359 members 
Mstep: Class 22 contains 17492 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138487424.000000 Penalty: 62066.378906
Iteration 32Q: 19 clusters Score -1.384874e+08 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48435 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 100881 members 
Mstep: Class 6 contains 131710 members 
Mstep: Class 7 contains 169711 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 46615 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 15 contains 6982 members 
Mstep: Class 16 contains 3252 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 117250 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 183815 members 
Mstep: Class 21 contains 228703 members 
Mstep: Class 22 contains 17015 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138490640.000000 Penalty: 62066.378906
Iteration 33Q: 19 clusters Score -1.384906e+08 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 103575 members 
Mstep: Class 6 contains 135674 members 
Mstep: Class 7 contains 167016 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 12 contains 14319 members 
Mstep: Class 13 contains 46914 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 115836 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 182879 members 
Mstep: Class 21 contains 227338 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138493360.000000 Penalty: 62066.378906
Iteration 34Q: 19 clusters Score -1.384934e+08 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48689 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 106287 members 
Mstep: Class 6 contains 139689 members 
Mstep: Class 7 contains 164145 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 47228 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 114544 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 181857 members 
Mstep: Class 21 contains 226034 members 
Mstep: Class 22 contains 16078 members 
Mstep: Class 23 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138495936.000000 Penalty: 62066.378906
Iteration 35Q: 19 clusters Score -1.384959e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48806 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 109038 members 
Mstep: Class 6 contains 143660 members 
Mstep: Class 7 contains 161168 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 12 contains 14030 members 
Mstep: Class 13 contains 47474 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 6924 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 113273 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 180771 members 
Mstep: Class 21 contains 224800 members 
Mstep: Class 22 contains 15673 members 
Mstep: Class 23 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138498896.000000 Penalty: 62066.378906
Iteration 36Q: 19 clusters Score -1.384989e+08 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 48917 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 111796 members 
Mstep: Class 6 contains 147362 members 
Mstep: Class 7 contains 158085 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 13 contains 47668 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 112020 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 179702 members 
Mstep: Class 21 contains 223854 members 
Mstep: Class 22 contains 15361 members 
Mstep: Class 23 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138501104.000000 Penalty: 62066.378906
Iteration 37Q: 19 clusters Score -1.385011e+08 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 114523 members 
Mstep: Class 6 contains 150785 members 
Mstep: Class 7 contains 154895 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 12 contains 13772 members 
Mstep: Class 13 contains 47828 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 7058 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 110916 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 20 contains 178647 members 
Mstep: Class 21 contains 223041 members 
Mstep: Class 22 contains 15165 members 
Mstep: Class 23 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138502864.000000 Penalty: 62066.378906
Iteration 38Q: 19 clusters Score -1.385029e+08 nChanged 11695
Entering ConstructFrom: 
Score: -138502864.000000 Penalty: 62066.378906
Entering ConstructFrom: 
Trying to split cluster 3 (49138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Entering Unmasked Estep 
Score: -6371814.500000 Penalty: 2678.992188
	Iteration 0F: 2 clusters Score -6371814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6338734.000000 Penalty: 5357.984375
	Iteration 0F: 3 clusters Score -6338734 nChanged 22664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -6351186.500000 Penalty: 5357.984375
	Iteration 1F: 3 clusters Score -6351186 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -6351765.000000 Penalty: 5357.984375
	Iteration 2Q: 3 clusters Score -6351765 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6352382.500000 Penalty: 5357.984375
	Iteration 3Q: 3 clusters Score -6352382 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6352999.500000 Penalty: 5357.984375
	Iteration 4Q: 3 clusters Score -6353000 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -6353766.000000 Penalty: 5357.984375
	Iteration 5Q: 3 clusters Score -6353766 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6354637.000000 Penalty: 5357.984375
	Iteration 6Q: 3 clusters Score -6354637 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6355622.000000 Penalty: 5357.984375
	Iteration 7Q: 3 clusters Score -6355622 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6356883.500000 Penalty: 5357.984375
	Iteration 8F: 3 clusters Score -6356884 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -6358322.500000 Penalty: 5357.984375
	Iteration 9F: 3 clusters Score -6358322 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -6359879.500000 Penalty: 5357.984375
	Iteration 10F: 3 clusters Score -6359880 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -6361346.500000 Penalty: 5357.984375
	Iteration 11F: 3 clusters Score -6361346 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -6362800.000000 Penalty: 5357.984375
	Iteration 12Q: 3 clusters Score -6362800 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -6364127.500000 Penalty: 5357.984375
	Iteration 13Q: 3 clusters Score -6364128 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -6365304.000000 Penalty: 5357.984375
	Iteration 14Q: 3 clusters Score -6365304 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -6366284.500000 Penalty: 5357.984375
	Iteration 15Q: 3 clusters Score -6366284 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -6366978.000000 Penalty: 5357.984375
	Iteration 16Q: 3 clusters Score -6366978 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -6367476.000000 Penalty: 5357.984375
	Iteration 17Q: 3 clusters Score -6367476 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6367814.500000 Penalty: 5357.984375
	Iteration 18Q: 3 clusters Score -6367814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6368057.500000 Penalty: 5357.984375
	Iteration 19Q: 3 clusters Score -6368058 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6368256.000000 Penalty: 5357.984375
	Iteration 20F: 3 clusters Score -6368256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -6368434.500000 Penalty: 5357.984375
	Iteration 21Q: 3 clusters Score -6368434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6368600.500000 Penalty: 5357.984375
	Iteration 22Q: 3 clusters Score -6368600 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -6368719.500000 Penalty: 5357.984375
	Iteration 23Q: 3 clusters Score -6368720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6368815.000000 Penalty: 5357.984375
	Iteration 24Q: 3 clusters Score -6368815 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -6368894.000000 Penalty: 5357.984375
	Iteration 25Q: 3 clusters Score -6368894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6368994.000000 Penalty: 5357.984375
	Iteration 26Q: 3 clusters Score -6368994 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6369044.000000 Penalty: 5357.984375
	Iteration 27Q: 3 clusters Score -6369044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6369089.500000 Penalty: 5357.984375
	Iteration 28Q: 3 clusters Score -6369090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6369134.500000 Penalty: 5357.984375
	Iteration 29Q: 3 clusters Score -6369134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6369143.000000 Penalty: 5357.984375
	Iteration 30Q: 3 clusters Score -6369143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6369192.500000 Penalty: 5357.984375
	Iteration 31Q: 3 clusters Score -6369192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6369213.000000 Penalty: 5357.984375
	Iteration 32Q: 3 clusters Score -6369213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6369240.500000 Penalty: 5357.984375
	Iteration 33Q: 3 clusters Score -6369240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6369259.500000 Penalty: 5357.984375
	Iteration 34Q: 3 clusters Score -6369260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6369266.000000 Penalty: 5357.984375
	Iteration 35Q: 3 clusters Score -6369266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -6369270.500000 Penalty: 5357.984375
	Iteration 36Q: 3 clusters Score -6369270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6369287.000000 Penalty: 5357.984375
	Iteration 37Q: 3 clusters Score -6369287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6369303.500000 Penalty: 5357.984375
	Iteration 38Q: 3 clusters Score -6369304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6369301.500000 Penalty: 5357.984375
	Iteration 39Q: 3 clusters Score -6369302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6369309.500000 Penalty: 5357.984375
	Iteration 40F: 3 clusters Score -6369310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6369325.500000 Penalty: 5357.984375
	Iteration 41Q: 3 clusters Score -6369326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -6369342.000000 Penalty: 5357.984375
	Iteration 42Q: 3 clusters Score -6369342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6369359.500000 Penalty: 5357.984375
	Iteration 43Q: 3 clusters Score -6369360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -6369357.500000 Penalty: 5357.984375
	Iteration 44Q: 3 clusters Score -6369358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -6369364.500000 Penalty: 5357.984375
	Iteration 45Q: 3 clusters Score -6369364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6369375.500000 Penalty: 5357.984375
	Iteration 46Q: 3 clusters Score -6369376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6369393.000000 Penalty: 5357.984375
	Iteration 47Q: 3 clusters Score -6369393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -6369404.000000 Penalty: 5357.984375
	Iteration 48Q: 3 clusters Score -6369404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6369407.500000 Penalty: 5357.984375
	Iteration 49Q: 3 clusters Score -6369408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6369416.000000 Penalty: 5357.984375
	Iteration 50Q: 3 clusters Score -6369416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6369432.000000 Penalty: 5357.984375
	Iteration 51Q: 3 clusters Score -6369432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6369423.500000 Penalty: 5357.984375
	Iteration 52Q: 3 clusters Score -6369424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -6369432.000000 Penalty: 5357.984375
	Iteration 53Q: 3 clusters Score -6369432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -6369438.500000 Penalty: 5357.984375
	Iteration 54Q: 3 clusters Score -6369438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6369449.500000 Penalty: 5357.984375
	Iteration 55Q: 3 clusters Score -6369450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6369459.000000 Penalty: 5357.984375
	Iteration 56Q: 3 clusters Score -6369459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -6369463.000000 Penalty: 5357.984375
	Iteration 57Q: 3 clusters Score -6369463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -6369476.000000 Penalty: 5357.984375
	Iteration 58Q: 3 clusters Score -6369476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6369475.000000 Penalty: 5357.984375
	Iteration 59Q: 3 clusters Score -6369475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6369484.000000 Penalty: 5357.984375
	Iteration 60F: 3 clusters Score -6369484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6369485.500000 Penalty: 5357.984375
	Iteration 61Q: 3 clusters Score -6369486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -6369486.000000 Penalty: 5357.984375
	Iteration 62Q: 3 clusters Score -6369486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6369493.000000 Penalty: 5357.984375
	Iteration 63Q: 3 clusters Score -6369493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -6369493.000000 Penalty: 5357.984375
	Iteration 64Q: 3 clusters Score -6369493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6369490.000000 Penalty: 5357.984375
	Iteration 65Q: 3 clusters Score -6369490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6369496.500000 Penalty: 5357.984375
	Iteration 66Q: 3 clusters Score -6369496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6369502.000000 Penalty: 5357.984375
	Iteration 67Q: 3 clusters Score -6369502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -6369508.000000 Penalty: 5357.984375
	Iteration 68Q: 3 clusters Score -6369508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6369518.500000 Penalty: 5357.984375
	Iteration 69Q: 3 clusters Score -6369518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6369522.000000 Penalty: 5357.984375
	Iteration 70Q: 3 clusters Score -6369522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6369527.000000 Penalty: 5357.984375
	Iteration 71Q: 3 clusters Score -6369527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -6369533.500000 Penalty: 5357.984375
	Iteration 72Q: 3 clusters Score -6369534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -6369535.000000 Penalty: 5357.984375
	Iteration 73Q: 3 clusters Score -6369535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -6369550.500000 Penalty: 5357.984375
	Iteration 74Q: 3 clusters Score -6369550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -6369548.500000 Penalty: 5357.984375
	Iteration 75Q: 3 clusters Score -6369548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6369549.500000 Penalty: 5357.984375
	Iteration 76Q: 3 clusters Score -6369550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6369546.000000 Penalty: 5357.984375
	Iteration 77Q: 3 clusters Score -6369546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6369547.500000 Penalty: 5357.984375
	Iteration 78Q: 3 clusters Score -6369548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6369551.500000 Penalty: 5357.984375
	Iteration 79Q: 3 clusters Score -6369552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6369555.000000 Penalty: 5357.984375
	Iteration 80F: 3 clusters Score -6369555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -287917.187500 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -287917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285095.906250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -285095.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -285611.718750 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -285611.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285766.968750 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -285767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285840.750000 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -285840.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285898.750000 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -285898.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285937.750000 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -285937.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285961.312500 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -285961.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -285978.500000 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -285978.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285991.843750 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -285991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -286002.031250 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -286002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -286011.718750 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -286011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286024.125000 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -286024.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -286036.875000 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -286036.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286047.062500 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -286047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -286060.000000 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -286060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286083.687500 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -286083.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -286105.843750 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -286105.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286143.906250 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -286143.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286203.000000 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -286203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -286270.843750 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -286270.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -286380.937500 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -286380.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -286516.281250 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -286516.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -286600.875000 Penalty: 3824.928223
	Iteration 22Q: 3 clusters Score -286600.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -286648.531250 Penalty: 3824.928223
	Iteration 23Q: 3 clusters Score -286648.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -286698.156250 Penalty: 3824.928223
	Iteration 24Q: 3 clusters Score -286698.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -286735.781250 Penalty: 3824.928223
	Iteration 25Q: 3 clusters Score -286735.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -286756.500000 Penalty: 3824.928223
	Iteration 26Q: 3 clusters Score -286756.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286767.562500 Penalty: 3824.928223
	Iteration 27Q: 3 clusters Score -286767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -286773.750000 Penalty: 3824.928223
	Iteration 28Q: 3 clusters Score -286773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286782.406250 Penalty: 3824.928223
	Iteration 29Q: 3 clusters Score -286782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -286789.093750 Penalty: 3824.928223
	Iteration 30Q: 3 clusters Score -286789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286796.437500 Penalty: 3824.928223
	Iteration 31Q: 3 clusters Score -286796.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286808.593750 Penalty: 3824.928223
	Iteration 32Q: 3 clusters Score -286808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -286816.718750 Penalty: 3824.928223
	Iteration 33Q: 3 clusters Score -286816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286824.781250 Penalty: 3824.928223
	Iteration 34Q: 3 clusters Score -286824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286842.437500 Penalty: 3824.928223
	Iteration 35Q: 3 clusters Score -286842.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -286870.375000 Penalty: 3824.928223
	Iteration 36Q: 3 clusters Score -286870.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -286907.656250 Penalty: 3824.928223
	Iteration 37Q: 3 clusters Score -286907.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286965.812500 Penalty: 3824.928223
	Iteration 38Q: 3 clusters Score -286965.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -287014.375000 Penalty: 3824.928223
	Iteration 39Q: 3 clusters Score -287014.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -287048.062500 Penalty: 3824.928223
	Iteration 40F: 3 clusters Score -287048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -287089.375000 Penalty: 3824.928223
	Iteration 41Q: 3 clusters Score -287089.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287133.312500 Penalty: 3824.928223
	Iteration 42Q: 3 clusters Score -287133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -287157.250000 Penalty: 3824.928223
	Iteration 43Q: 3 clusters Score -287157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -287166.093750 Penalty: 3824.928223
	Iteration 44Q: 3 clusters Score -287166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -287168.687500 Penalty: 3824.928223
	Iteration 45Q: 3 clusters Score -287168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -287171.500000 Penalty: 3824.928223
	Iteration 46Q: 3 clusters Score -287171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287172.718750 Penalty: 3824.928223
	Iteration 47Q: 3 clusters Score -287172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287176.687500 Penalty: 3824.928223
	Iteration 48Q: 3 clusters Score -287176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287176.687500 Penalty: 3824.928223
	Iteration 49F: 3 clusters Score -287176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Entering Unmasked Estep 
Score: -15224592.000000 Penalty: 2894.748047
	Iteration 0F: 2 clusters Score -1.522459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -15146186.000000 Penalty: 5789.496094
	Iteration 0F: 3 clusters Score -1.514619e+07 nChanged 55548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -15178226.000000 Penalty: 5789.496094
	Iteration 1F: 3 clusters Score -1.517823e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -15179642.000000 Penalty: 5789.496094
	Iteration 2Q: 3 clusters Score -1.517964e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -15181493.000000 Penalty: 5789.496094
	Iteration 3Q: 3 clusters Score -1.518149e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -15184161.000000 Penalty: 5789.496094
	Iteration 4Q: 3 clusters Score -1.518416e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -15188060.000000 Penalty: 5789.496094
	Iteration 5F: 3 clusters Score -1.518806e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -15193501.000000 Penalty: 5789.496094
	Iteration 6F: 3 clusters Score -1.51935e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -15199542.000000 Penalty: 5789.496094
	Iteration 7F: 3 clusters Score -1.519954e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -15204564.000000 Penalty: 5789.496094
	Iteration 8F: 3 clusters Score -1.520456e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -15208291.000000 Penalty: 5789.496094
	Iteration 9Q: 3 clusters Score -1.520829e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -15210345.000000 Penalty: 5789.496094
	Iteration 10Q: 3 clusters Score -1.521034e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -15211561.000000 Penalty: 5789.496094
	Iteration 11Q: 3 clusters Score -1.521156e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -15212474.000000 Penalty: 5789.496094
	Iteration 12Q: 3 clusters Score -1.521247e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -15213334.000000 Penalty: 5789.496094
	Iteration 13Q: 3 clusters Score -1.521333e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -15214096.000000 Penalty: 5789.496094
	Iteration 14Q: 3 clusters Score -1.52141e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -15214826.000000 Penalty: 5789.496094
	Iteration 15Q: 3 clusters Score -1.521483e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -15215556.000000 Penalty: 5789.496094
	Iteration 16Q: 3 clusters Score -1.521556e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -15216122.000000 Penalty: 5789.496094
	Iteration 17Q: 3 clusters Score -1.521612e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -15216736.000000 Penalty: 5789.496094
	Iteration 18Q: 3 clusters Score -1.521674e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -15217283.000000 Penalty: 5789.496094
	Iteration 19Q: 3 clusters Score -1.521728e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -15217712.000000 Penalty: 5789.496094
	Iteration 20F: 3 clusters Score -1.521771e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -15218073.000000 Penalty: 5789.496094
	Iteration 21Q: 3 clusters Score -1.521807e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -15218289.000000 Penalty: 5789.496094
	Iteration 22Q: 3 clusters Score -1.521829e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -15218483.000000 Penalty: 5789.496094
	Iteration 23Q: 3 clusters Score -1.521848e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -15218695.000000 Penalty: 5789.496094
	Iteration 24Q: 3 clusters Score -1.52187e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -15218864.000000 Penalty: 5789.496094
	Iteration 25Q: 3 clusters Score -1.521886e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -15218924.000000 Penalty: 5789.496094
	Iteration 26Q: 3 clusters Score -1.521892e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -15219056.000000 Penalty: 5789.496094
	Iteration 27Q: 3 clusters Score -1.521906e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -15219155.000000 Penalty: 5789.496094
	Iteration 28Q: 3 clusters Score -1.521916e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -15219272.000000 Penalty: 5789.496094
	Iteration 29Q: 3 clusters Score -1.521927e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -15219329.000000 Penalty: 5789.496094
	Iteration 30Q: 3 clusters Score -1.521933e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -15219408.000000 Penalty: 5789.496094
	Iteration 31Q: 3 clusters Score -1.521941e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -15219474.000000 Penalty: 5789.496094
	Iteration 32Q: 3 clusters Score -1.521947e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -15219514.000000 Penalty: 5789.496094
	Iteration 33Q: 3 clusters Score -1.521951e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -15219564.000000 Penalty: 5789.496094
	Iteration 34Q: 3 clusters Score -1.521956e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -15219665.000000 Penalty: 5789.496094
	Iteration 35Q: 3 clusters Score -1.521966e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -15219792.000000 Penalty: 5789.496094
	Iteration 36Q: 3 clusters Score -1.521979e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -15219854.000000 Penalty: 5789.496094
	Iteration 37Q: 3 clusters Score -1.521985e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -15219879.000000 Penalty: 5789.496094
	Iteration 38Q: 3 clusters Score -1.521988e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -15219962.000000 Penalty: 5789.496094
	Iteration 39Q: 3 clusters Score -1.521996e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -15220104.000000 Penalty: 5789.496094
	Iteration 40F: 3 clusters Score -1.52201e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110491 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -15220271.000000 Penalty: 5789.496094
	Iteration 41Q: 3 clusters Score -1.522027e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -15220360.000000 Penalty: 5789.496094
	Iteration 42Q: 3 clusters Score -1.522036e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -15220465.000000 Penalty: 5789.496094
	Iteration 43Q: 3 clusters Score -1.522046e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -15220622.000000 Penalty: 5789.496094
	Iteration 44Q: 3 clusters Score -1.522062e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112344 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -15220720.000000 Penalty: 5789.496094
	Iteration 45Q: 3 clusters Score -1.522072e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -15220901.000000 Penalty: 5789.496094
	Iteration 46Q: 3 clusters Score -1.52209e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -15220933.000000 Penalty: 5789.496094
	Iteration 47Q: 3 clusters Score -1.522093e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113553 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -15221057.000000 Penalty: 5789.496094
	Iteration 48Q: 3 clusters Score -1.522106e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -15221222.000000 Penalty: 5789.496094
	Iteration 49Q: 3 clusters Score -1.522122e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -15221288.000000 Penalty: 5789.496094
	Iteration 50Q: 3 clusters Score -1.522129e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15221398.000000 Penalty: 5789.496094
	Iteration 51Q: 3 clusters Score -1.52214e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -15221491.000000 Penalty: 5789.496094
	Iteration 52Q: 3 clusters Score -1.522149e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -15221636.000000 Penalty: 5789.496094
	Iteration 53Q: 3 clusters Score -1.522164e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15221721.000000 Penalty: 5789.496094
	Iteration 54Q: 3 clusters Score -1.522172e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15221782.000000 Penalty: 5789.496094
	Iteration 55Q: 3 clusters Score -1.522178e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15221844.000000 Penalty: 5789.496094
	Iteration 56Q: 3 clusters Score -1.522184e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15221898.000000 Penalty: 5789.496094
	Iteration 57Q: 3 clusters Score -1.52219e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15221961.000000 Penalty: 5789.496094
	Iteration 58Q: 3 clusters Score -1.522196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15221982.000000 Penalty: 5789.496094
	Iteration 59Q: 3 clusters Score -1.522198e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15222020.000000 Penalty: 5789.496094
	Iteration 60F: 3 clusters Score -1.522202e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15222039.000000 Penalty: 5789.496094
	Iteration 61Q: 3 clusters Score -1.522204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15222059.000000 Penalty: 5789.496094
	Iteration 62Q: 3 clusters Score -1.522206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -15222071.000000 Penalty: 5789.496094
	Iteration 63Q: 3 clusters Score -1.522207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15222105.000000 Penalty: 5789.496094
	Iteration 64Q: 3 clusters Score -1.52221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15222121.000000 Penalty: 5789.496094
	Iteration 65Q: 3 clusters Score -1.522212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116328 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15222134.000000 Penalty: 5789.496094
	Iteration 66Q: 3 clusters Score -1.522213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15222151.000000 Penalty: 5789.496094
	Iteration 67Q: 3 clusters Score -1.522215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15222155.000000 Penalty: 5789.496094
	Iteration 68Q: 3 clusters Score -1.522216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15222154.000000 Penalty: 5789.496094
	Iteration 69Q: 3 clusters Score -1.522215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -15222159.000000 Penalty: 5789.496094
	Iteration 70Q: 3 clusters Score -1.522216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15222161.000000 Penalty: 5789.496094
	Iteration 71Q: 3 clusters Score -1.522216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15222177.000000 Penalty: 5789.496094
	Iteration 72Q: 3 clusters Score -1.522218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15222177.000000 Penalty: 5789.496094
	Iteration 73Q: 3 clusters Score -1.522218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15222195.000000 Penalty: 5789.496094
	Iteration 74Q: 3 clusters Score -1.52222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15222200.000000 Penalty: 5789.496094
	Iteration 75Q: 3 clusters Score -1.52222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15222209.000000 Penalty: 5789.496094
	Iteration 76Q: 3 clusters Score -1.522221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -15222214.000000 Penalty: 5789.496094
	Iteration 77Q: 3 clusters Score -1.522221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15222216.000000 Penalty: 5789.496094
	Iteration 78Q: 3 clusters Score -1.522222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15222216.000000 Penalty: 5789.496094
	Iteration 79F: 3 clusters Score -1.522222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Entering Unmasked Estep 
Score: -20036330.000000 Penalty: 2962.485596
	Iteration 0F: 2 clusters Score -2.003633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -19934542.000000 Penalty: 5924.971191
	Iteration 0F: 3 clusters Score -1.993454e+07 nChanged 73784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -19977798.000000 Penalty: 5924.971191
	Iteration 1F: 3 clusters Score -1.99778e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -19978808.000000 Penalty: 5924.971191
	Iteration 2Q: 3 clusters Score -1.997881e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -19980074.000000 Penalty: 5924.971191
	Iteration 3Q: 3 clusters Score -1.998007e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -19981746.000000 Penalty: 5924.971191
	Iteration 4Q: 3 clusters Score -1.998175e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -19983906.000000 Penalty: 5924.971191
	Iteration 5Q: 3 clusters Score -1.998391e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -19986688.000000 Penalty: 5924.971191
	Iteration 6Q: 3 clusters Score -1.998669e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -19990056.000000 Penalty: 5924.971191
	Iteration 7Q: 3 clusters Score -1.999006e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -19994942.000000 Penalty: 5924.971191
	Iteration 8F: 3 clusters Score -1.999494e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -20001470.000000 Penalty: 5924.971191
	Iteration 9F: 3 clusters Score -2.000147e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -20008804.000000 Penalty: 5924.971191
	Iteration 10F: 3 clusters Score -2.00088e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -20013658.000000 Penalty: 5924.971191
	Iteration 11F: 3 clusters Score -2.001366e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -20015722.000000 Penalty: 5924.971191
	Iteration 12Q: 3 clusters Score -2.001572e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -20016714.000000 Penalty: 5924.971191
	Iteration 13Q: 3 clusters Score -2.001671e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -20017482.000000 Penalty: 5924.971191
	Iteration 14Q: 3 clusters Score -2.001748e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -20018182.000000 Penalty: 5924.971191
	Iteration 15Q: 3 clusters Score -2.001818e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -20018820.000000 Penalty: 5924.971191
	Iteration 16Q: 3 clusters Score -2.001882e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -20019528.000000 Penalty: 5924.971191
	Iteration 17Q: 3 clusters Score -2.001953e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -20020096.000000 Penalty: 5924.971191
	Iteration 18Q: 3 clusters Score -2.00201e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -20020702.000000 Penalty: 5924.971191
	Iteration 19Q: 3 clusters Score -2.00207e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -20021366.000000 Penalty: 5924.971191
	Iteration 20F: 3 clusters Score -2.002137e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -20021896.000000 Penalty: 5924.971191
	Iteration 21Q: 3 clusters Score -2.00219e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -20022522.000000 Penalty: 5924.971191
	Iteration 22Q: 3 clusters Score -2.002252e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -20023032.000000 Penalty: 5924.971191
	Iteration 23Q: 3 clusters Score -2.002303e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -20023508.000000 Penalty: 5924.971191
	Iteration 24Q: 3 clusters Score -2.002351e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -20023980.000000 Penalty: 5924.971191
	Iteration 25Q: 3 clusters Score -2.002398e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -20024276.000000 Penalty: 5924.971191
	Iteration 26Q: 3 clusters Score -2.002428e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -20024546.000000 Penalty: 5924.971191
	Iteration 27Q: 3 clusters Score -2.002455e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -20024876.000000 Penalty: 5924.971191
	Iteration 28Q: 3 clusters Score -2.002488e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -20025170.000000 Penalty: 5924.971191
	Iteration 29Q: 3 clusters Score -2.002517e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -20025468.000000 Penalty: 5924.971191
	Iteration 30Q: 3 clusters Score -2.002547e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
Score: -20025742.000000 Penalty: 5924.971191
	Iteration 31Q: 3 clusters Score -2.002574e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -20025898.000000 Penalty: 5924.971191
	Iteration 32Q: 3 clusters Score -2.00259e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -20026208.000000 Penalty: 5924.971191
	Iteration 33Q: 3 clusters Score -2.002621e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 121868 members 
Entering Unmasked Estep 
Score: -20026388.000000 Penalty: 5924.971191
	Iteration 34Q: 3 clusters Score -2.002639e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -20026604.000000 Penalty: 5924.971191
	Iteration 35Q: 3 clusters Score -2.00266e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -20026884.000000 Penalty: 5924.971191
	Iteration 36Q: 3 clusters Score -2.002688e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -20027080.000000 Penalty: 5924.971191
	Iteration 37Q: 3 clusters Score -2.002708e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -20027224.000000 Penalty: 5924.971191
	Iteration 38Q: 3 clusters Score -2.002722e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -20027440.000000 Penalty: 5924.971191
	Iteration 39Q: 3 clusters Score -2.002744e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -20027644.000000 Penalty: 5924.971191
	Iteration 40F: 3 clusters Score -2.002764e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 129484 members 
Entering Unmasked Estep 
Score: -20027894.000000 Penalty: 5924.971191
	Iteration 41Q: 3 clusters Score -2.002789e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 130574 members 
Entering Unmasked Estep 
Score: -20028142.000000 Penalty: 5924.971191
	Iteration 42Q: 3 clusters Score -2.002814e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 131611 members 
Entering Unmasked Estep 
Score: -20028346.000000 Penalty: 5924.971191
	Iteration 43Q: 3 clusters Score -2.002835e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -20028532.000000 Penalty: 5924.971191
	Iteration 44Q: 3 clusters Score -2.002853e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -20028690.000000 Penalty: 5924.971191
	Iteration 45Q: 3 clusters Score -2.002869e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -20028900.000000 Penalty: 5924.971191
	Iteration 46Q: 3 clusters Score -2.00289e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 135678 members 
Entering Unmasked Estep 
Score: -20029006.000000 Penalty: 5924.971191
	Iteration 47Q: 3 clusters Score -2.002901e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -20029330.000000 Penalty: 5924.971191
	Iteration 48Q: 3 clusters Score -2.002933e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 137623 members 
Entering Unmasked Estep 
Score: -20029606.000000 Penalty: 5924.971191
	Iteration 49Q: 3 clusters Score -2.002961e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -20029882.000000 Penalty: 5924.971191
	Iteration 50Q: 3 clusters Score -2.002988e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -20030180.000000 Penalty: 5924.971191
	Iteration 51Q: 3 clusters Score -2.003018e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 140504 members 
Entering Unmasked Estep 
Score: -20030482.000000 Penalty: 5924.971191
	Iteration 52Q: 3 clusters Score -2.003048e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 141453 members 
Entering Unmasked Estep 
Score: -20030650.000000 Penalty: 5924.971191
	Iteration 53Q: 3 clusters Score -2.003065e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -20030908.000000 Penalty: 5924.971191
	Iteration 54Q: 3 clusters Score -2.003091e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -20031194.000000 Penalty: 5924.971191
	Iteration 55Q: 3 clusters Score -2.003119e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -20031472.000000 Penalty: 5924.971191
	Iteration 56Q: 3 clusters Score -2.003147e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -20031734.000000 Penalty: 5924.971191
	Iteration 57Q: 3 clusters Score -2.003173e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -20031876.000000 Penalty: 5924.971191
	Iteration 58Q: 3 clusters Score -2.003188e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 146129 members 
Entering Unmasked Estep 
Score: -20032002.000000 Penalty: 5924.971191
	Iteration 59Q: 3 clusters Score -2.0032e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 146698 members 
Entering Unmasked Estep 
Score: -20032152.000000 Penalty: 5924.971191
	Iteration 60F: 3 clusters Score -2.003215e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -20032278.000000 Penalty: 5924.971191
	Iteration 61Q: 3 clusters Score -2.003228e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -20032384.000000 Penalty: 5924.971191
	Iteration 62Q: 3 clusters Score -2.003238e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
Score: -20032472.000000 Penalty: 5924.971191
	Iteration 63Q: 3 clusters Score -2.003247e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 148550 members 
Entering Unmasked Estep 
Score: -20032666.000000 Penalty: 5924.971191
	Iteration 64Q: 3 clusters Score -2.003267e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -20032750.000000 Penalty: 5924.971191
	Iteration 65Q: 3 clusters Score -2.003275e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 149262 members 
Entering Unmasked Estep 
Score: -20032826.000000 Penalty: 5924.971191
	Iteration 66Q: 3 clusters Score -2.003283e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -20032924.000000 Penalty: 5924.971191
	Iteration 67Q: 3 clusters Score -2.003292e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -20033062.000000 Penalty: 5924.971191
	Iteration 68Q: 3 clusters Score -2.003306e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -20033148.000000 Penalty: 5924.971191
	Iteration 69Q: 3 clusters Score -2.003315e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -20033222.000000 Penalty: 5924.971191
	Iteration 70Q: 3 clusters Score -2.003322e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 150576 members 
Entering Unmasked Estep 
Score: -20033260.000000 Penalty: 5924.971191
	Iteration 71Q: 3 clusters Score -2.003326e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 150769 members 
Entering Unmasked Estep 
Score: -20033292.000000 Penalty: 5924.971191
	Iteration 72Q: 3 clusters Score -2.003329e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -20033314.000000 Penalty: 5924.971191
	Iteration 73Q: 3 clusters Score -2.003331e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -20033368.000000 Penalty: 5924.971191
	Iteration 74Q: 3 clusters Score -2.003337e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -20033430.000000 Penalty: 5924.971191
	Iteration 75Q: 3 clusters Score -2.003343e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -20033496.000000 Penalty: 5924.971191
	Iteration 76Q: 3 clusters Score -2.00335e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 151604 members 
Entering Unmasked Estep 
Score: -20033544.000000 Penalty: 5924.971191
	Iteration 77Q: 3 clusters Score -2.003354e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -20033572.000000 Penalty: 5924.971191
	Iteration 78Q: 3 clusters Score -2.003357e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 151826 members 
Entering Unmasked Estep 
Score: -20033628.000000 Penalty: 5924.971191
	Iteration 79Q: 3 clusters Score -2.003363e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 151917 members 
Entering Unmasked Estep 
Score: -20033634.000000 Penalty: 5924.971191
	Iteration 80F: 3 clusters Score -2.003363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 151998 members 
Entering Unmasked Estep 
Score: -20033660.000000 Penalty: 5924.971191
	Iteration 81Q: 3 clusters Score -2.003366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -20033696.000000 Penalty: 5924.971191
	Iteration 82Q: 3 clusters Score -2.00337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -20033722.000000 Penalty: 5924.971191
	Iteration 83Q: 3 clusters Score -2.003372e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 152211 members 
Entering Unmasked Estep 
Score: -20033776.000000 Penalty: 5924.971191
	Iteration 84Q: 3 clusters Score -2.003378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -20033780.000000 Penalty: 5924.971191
	Iteration 85Q: 3 clusters Score -2.003378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -20033796.000000 Penalty: 5924.971191
	Iteration 86Q: 3 clusters Score -2.00338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 152352 members 
Entering Unmasked Estep 
Score: -20033816.000000 Penalty: 5924.971191
	Iteration 87Q: 3 clusters Score -2.003382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -20033818.000000 Penalty: 5924.971191
	Iteration 88Q: 3 clusters Score -2.003382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 152395 members 
Entering Unmasked Estep 
Score: -20033804.000000 Penalty: 5924.971191
	Iteration 89Q: 3 clusters Score -2.00338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -20033800.000000 Penalty: 5924.971191
	Iteration 90Q: 3 clusters Score -2.00338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -20033798.000000 Penalty: 5924.971191
	Iteration 91Q: 3 clusters Score -2.00338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -20033814.000000 Penalty: 5924.971191
	Iteration 92Q: 3 clusters Score -2.003381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -20033828.000000 Penalty: 5924.971191
	Iteration 93Q: 3 clusters Score -2.003383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -20033832.000000 Penalty: 5924.971191
	Iteration 94Q: 3 clusters Score -2.003383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -20033838.000000 Penalty: 5924.971191
	Iteration 95Q: 3 clusters Score -2.003384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -20033828.000000 Penalty: 5924.971191
	Iteration 96Q: 3 clusters Score -2.003383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -20033842.000000 Penalty: 5924.971191
	Iteration 97Q: 3 clusters Score -2.003384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -20033846.000000 Penalty: 5924.971191
	Iteration 98Q: 3 clusters Score -2.003385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -20033854.000000 Penalty: 5924.971191
	Iteration 99Q: 3 clusters Score -2.003385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -20033854.000000 Penalty: 5924.971191
	Iteration 100F: 3 clusters Score -2.003385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -20033858.000000 Penalty: 5924.971191
	Iteration 101Q: 3 clusters Score -2.003386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -20033858.000000 Penalty: 5924.971191
	Iteration 102Q: 3 clusters Score -2.003386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -20033852.000000 Penalty: 5924.971191
	Iteration 103Q: 3 clusters Score -2.003385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -20033860.000000 Penalty: 5924.971191
	Iteration 104Q: 3 clusters Score -2.003386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -20033868.000000 Penalty: 5924.971191
	Iteration 105Q: 3 clusters Score -2.003387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -20033870.000000 Penalty: 5924.971191
	Iteration 106Q: 3 clusters Score -2.003387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 152628 members 
Entering Unmasked Estep 
Score: -20033874.000000 Penalty: 5924.971191
	Iteration 107Q: 3 clusters Score -2.003387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -20033890.000000 Penalty: 5924.971191
	Iteration 108Q: 3 clusters Score -2.003389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 152645 members 
Entering Unmasked Estep 
Score: -20033888.000000 Penalty: 5924.971191
	Iteration 109Q: 3 clusters Score -2.003389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 152654 members 
Entering Unmasked Estep 
Score: -20033890.000000 Penalty: 5924.971191
	Iteration 110Q: 3 clusters Score -2.003389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -20033892.000000 Penalty: 5924.971191
	Iteration 111Q: 3 clusters Score -2.003389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -20033914.000000 Penalty: 5924.971191
	Iteration 112Q: 3 clusters Score -2.003391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -20033926.000000 Penalty: 5924.971191
	Iteration 113Q: 3 clusters Score -2.003393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -20033942.000000 Penalty: 5924.971191
	Iteration 114Q: 3 clusters Score -2.003394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -20033940.000000 Penalty: 5924.971191
	Iteration 115Q: 3 clusters Score -2.003394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 152709 members 
Entering Unmasked Estep 
Score: -20033952.000000 Penalty: 5924.971191
	Iteration 116Q: 3 clusters Score -2.003395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 152714 members 
Entering Unmasked Estep 
Score: -20033960.000000 Penalty: 5924.971191
	Iteration 117Q: 3 clusters Score -2.003396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -20033966.000000 Penalty: 5924.971191
	Iteration 118Q: 3 clusters Score -2.003397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -20033966.000000 Penalty: 5924.971191
	Iteration 119F: 3 clusters Score -2.003397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Entering Unmasked Estep 
Score: -19612662.000000 Penalty: 2958.161377
	Iteration 0F: 2 clusters Score -1.961266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -19511888.000000 Penalty: 5916.322754
	Iteration 0F: 3 clusters Score -1.951189e+07 nChanged 72344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -19554650.000000 Penalty: 5916.322754
	Iteration 1F: 3 clusters Score -1.955465e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -19556544.000000 Penalty: 5916.322754
	Iteration 2Q: 3 clusters Score -1.955654e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -19560074.000000 Penalty: 5916.322754
	Iteration 3Q: 3 clusters Score -1.956007e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -19566988.000000 Penalty: 5916.322754
	Iteration 4F: 3 clusters Score -1.956699e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -19577922.000000 Penalty: 5916.322754
	Iteration 5F: 3 clusters Score -1.957792e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -19591854.000000 Penalty: 5916.322754
	Iteration 6F: 3 clusters Score -1.959185e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -19602578.000000 Penalty: 5916.322754
	Iteration 7F: 3 clusters Score -1.960258e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 147553 members 
Entering Unmasked Estep 
Score: -19607664.000000 Penalty: 5916.322754
	Iteration 8Q: 3 clusters Score -1.960766e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -19609576.000000 Penalty: 5916.322754
	Iteration 9Q: 3 clusters Score -1.960958e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -19610218.000000 Penalty: 5916.322754
	Iteration 10Q: 3 clusters Score -1.961022e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -19610450.000000 Penalty: 5916.322754
	Iteration 11Q: 3 clusters Score -1.961045e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -19610574.000000 Penalty: 5916.322754
	Iteration 12Q: 3 clusters Score -1.961057e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 150480 members 
Entering Unmasked Estep 
Score: -19610642.000000 Penalty: 5916.322754
	Iteration 13Q: 3 clusters Score -1.961064e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
Score: -19610670.000000 Penalty: 5916.322754
	Iteration 14Q: 3 clusters Score -1.961067e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 150485 members 
Entering Unmasked Estep 
Score: -19610706.000000 Penalty: 5916.322754
	Iteration 15Q: 3 clusters Score -1.961071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -19610720.000000 Penalty: 5916.322754
	Iteration 16Q: 3 clusters Score -1.961072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -19610770.000000 Penalty: 5916.322754
	Iteration 17Q: 3 clusters Score -1.961077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -19610786.000000 Penalty: 5916.322754
	Iteration 18Q: 3 clusters Score -1.961079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -19610802.000000 Penalty: 5916.322754
	Iteration 19Q: 3 clusters Score -1.96108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -19610840.000000 Penalty: 5916.322754
	Iteration 20F: 3 clusters Score -1.961084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 150468 members 
Entering Unmasked Estep 
Score: -19610864.000000 Penalty: 5916.322754
	Iteration 21Q: 3 clusters Score -1.961086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -19610854.000000 Penalty: 5916.322754
	Iteration 22Q: 3 clusters Score -1.961085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -19610862.000000 Penalty: 5916.322754
	Iteration 23Q: 3 clusters Score -1.961086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19610878.000000 Penalty: 5916.322754
	Iteration 24Q: 3 clusters Score -1.961088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -19610872.000000 Penalty: 5916.322754
	Iteration 25Q: 3 clusters Score -1.961087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 150427 members 
Entering Unmasked Estep 
Score: -19610884.000000 Penalty: 5916.322754
	Iteration 26Q: 3 clusters Score -1.961088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 150423 members 
Entering Unmasked Estep 
Score: -19610894.000000 Penalty: 5916.322754
	Iteration 27Q: 3 clusters Score -1.961089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -19610912.000000 Penalty: 5916.322754
	Iteration 28Q: 3 clusters Score -1.961091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -19610936.000000 Penalty: 5916.322754
	Iteration 29Q: 3 clusters Score -1.961094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -19610942.000000 Penalty: 5916.322754
	Iteration 30Q: 3 clusters Score -1.961094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -19610944.000000 Penalty: 5916.322754
	Iteration 31Q: 3 clusters Score -1.961094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 150428 members 
Entering Unmasked Estep 
Score: -19610960.000000 Penalty: 5916.322754
	Iteration 32Q: 3 clusters Score -1.961096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 150423 members 
Entering Unmasked Estep 
Score: -19610976.000000 Penalty: 5916.322754
	Iteration 33Q: 3 clusters Score -1.961098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -19610972.000000 Penalty: 5916.322754
	Iteration 34Q: 3 clusters Score -1.961097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -19610976.000000 Penalty: 5916.322754
	Iteration 35Q: 3 clusters Score -1.961098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -19610978.000000 Penalty: 5916.322754
	Iteration 36Q: 3 clusters Score -1.961098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -19610980.000000 Penalty: 5916.322754
	Iteration 37Q: 3 clusters Score -1.961098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -19610974.000000 Penalty: 5916.322754
	Iteration 38Q: 3 clusters Score -1.961097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -19610974.000000 Penalty: 5916.322754
	Iteration 39F: 3 clusters Score -1.961097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Entering Unmasked Estep 
Score: -1140649.125000 Penalty: 2265.873291
	Iteration 0F: 2 clusters Score -1140649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1133474.500000 Penalty: 4531.746582
	Iteration 0F: 3 clusters Score -1133474 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1135905.000000 Penalty: 4531.746582
	Iteration 1F: 3 clusters Score -1135905 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1136777.875000 Penalty: 4531.746582
	Iteration 2F: 3 clusters Score -1136778 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1137716.750000 Penalty: 4531.746582
	Iteration 3F: 3 clusters Score -1137717 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1138559.375000 Penalty: 4531.746582
	Iteration 4F: 3 clusters Score -1138559 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1139135.250000 Penalty: 4531.746582
	Iteration 5F: 3 clusters Score -1139135 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1139449.250000 Penalty: 4531.746582
	Iteration 6Q: 3 clusters Score -1139449 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1139587.500000 Penalty: 4531.746582
	Iteration 7Q: 3 clusters Score -1139588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1139658.375000 Penalty: 4531.746582
	Iteration 8Q: 3 clusters Score -1139658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1139691.625000 Penalty: 4531.746582
	Iteration 9Q: 3 clusters Score -1139692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1139710.000000 Penalty: 4531.746582
	Iteration 10Q: 3 clusters Score -1139710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1139716.375000 Penalty: 4531.746582
	Iteration 11Q: 3 clusters Score -1139716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1139723.500000 Penalty: 4531.746582
	Iteration 12Q: 3 clusters Score -1139724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1139732.750000 Penalty: 4531.746582
	Iteration 13Q: 3 clusters Score -1139733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1139738.750000 Penalty: 4531.746582
	Iteration 14Q: 3 clusters Score -1139739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1139741.875000 Penalty: 4531.746582
	Iteration 15Q: 3 clusters Score -1139742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1139743.500000 Penalty: 4531.746582
	Iteration 16Q: 3 clusters Score -1139744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1139747.625000 Penalty: 4531.746582
	Iteration 17Q: 3 clusters Score -1139748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1139751.250000 Penalty: 4531.746582
	Iteration 18Q: 3 clusters Score -1139751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1139751.625000 Penalty: 4531.746582
	Iteration 19Q: 3 clusters Score -1139752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1139753.500000 Penalty: 4531.746582
	Iteration 20F: 3 clusters Score -1139754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1139754.750000 Penalty: 4531.746582
	Iteration 21Q: 3 clusters Score -1139755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1139755.375000 Penalty: 4531.746582
	Iteration 22Q: 3 clusters Score -1139755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1139755.500000 Penalty: 4531.746582
	Iteration 23Q: 3 clusters Score -1139756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1139756.125000 Penalty: 4531.746582
	Iteration 24Q: 3 clusters Score -1139756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1139757.250000 Penalty: 4531.746582
	Iteration 25Q: 3 clusters Score -1139757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1139757.625000 Penalty: 4531.746582
	Iteration 26Q: 3 clusters Score -1139758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1139757.625000 Penalty: 4531.746582
	Iteration 27Q: 3 clusters Score -1139758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1139758.750000 Penalty: 4531.746582
	Iteration 28Q: 3 clusters Score -1139759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1139760.625000 Penalty: 4531.746582
	Iteration 29Q: 3 clusters Score -1139761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1139761.625000 Penalty: 4531.746582
	Iteration 30Q: 3 clusters Score -1139762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1139763.625000 Penalty: 4531.746582
	Iteration 31Q: 3 clusters Score -1139764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1139763.500000 Penalty: 4531.746582
	Iteration 32Q: 3 clusters Score -1139764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1139762.750000 Penalty: 4531.746582
	Iteration 33Q: 3 clusters Score -1139763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1139762.125000 Penalty: 4531.746582
	Iteration 34Q: 3 clusters Score -1139762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1139762.125000 Penalty: 4531.746582
	Iteration 35Q: 3 clusters Score -1139762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1139762.875000 Penalty: 4531.746582
	Iteration 36Q: 3 clusters Score -1139763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1139763.625000 Penalty: 4531.746582
	Iteration 37Q: 3 clusters Score -1139764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1139762.500000 Penalty: 4531.746582
	Iteration 38Q: 3 clusters Score -1139762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1139761.625000 Penalty: 4531.746582
	Iteration 39Q: 3 clusters Score -1139762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1139761.875000 Penalty: 4531.746582
	Iteration 40F: 3 clusters Score -1139762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1139760.500000 Penalty: 4531.746582
	Iteration 41Q: 3 clusters Score -1139760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1139763.875000 Penalty: 4531.746582
	Iteration 42Q: 3 clusters Score -1139764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1139763.750000 Penalty: 4531.746582
	Iteration 43Q: 3 clusters Score -1139764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1139764.625000 Penalty: 4531.746582
	Iteration 44Q: 3 clusters Score -1139765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1139764.875000 Penalty: 4531.746582
	Iteration 45Q: 3 clusters Score -1139765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1139766.500000 Penalty: 4531.746582
	Iteration 46Q: 3 clusters Score -1139766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1139766.500000 Penalty: 4531.746582
	Iteration 47F: 3 clusters Score -1139766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Entering Unmasked Estep 
Score: -1788083.375000 Penalty: 2361.185303
	Iteration 0F: 2 clusters Score -1788083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1778126.750000 Penalty: 4722.370605
	Iteration 0F: 3 clusters Score -1778127 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1781243.000000 Penalty: 4722.370605
	Iteration 1F: 3 clusters Score -1781243 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1781619.500000 Penalty: 4722.370605
	Iteration 2F: 3 clusters Score -1781620 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1781952.500000 Penalty: 4722.370605
	Iteration 3F: 3 clusters Score -1781952 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1782268.500000 Penalty: 4722.370605
	Iteration 4Q: 3 clusters Score -1782268 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1782568.250000 Penalty: 4722.370605
	Iteration 5Q: 3 clusters Score -1782568 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1782872.625000 Penalty: 4722.370605
	Iteration 6Q: 3 clusters Score -1782873 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1783238.625000 Penalty: 4722.370605
	Iteration 7Q: 3 clusters Score -1783239 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1783609.500000 Penalty: 4722.370605
	Iteration 8Q: 3 clusters Score -1783610 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1783973.125000 Penalty: 4722.370605
	Iteration 9Q: 3 clusters Score -1783973 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1784310.750000 Penalty: 4722.370605
	Iteration 10Q: 3 clusters Score -1784311 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1784565.750000 Penalty: 4722.370605
	Iteration 11Q: 3 clusters Score -1784566 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1784763.125000 Penalty: 4722.370605
	Iteration 12Q: 3 clusters Score -1784763 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1784881.875000 Penalty: 4722.370605
	Iteration 13Q: 3 clusters Score -1784882 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1784960.000000 Penalty: 4722.370605
	Iteration 14Q: 3 clusters Score -1784960 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1785017.750000 Penalty: 4722.370605
	Iteration 15Q: 3 clusters Score -1785018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1785058.875000 Penalty: 4722.370605
	Iteration 16Q: 3 clusters Score -1785059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1785080.250000 Penalty: 4722.370605
	Iteration 17Q: 3 clusters Score -1785080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1785101.000000 Penalty: 4722.370605
	Iteration 18Q: 3 clusters Score -1785101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1785110.250000 Penalty: 4722.370605
	Iteration 19Q: 3 clusters Score -1785110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1785119.125000 Penalty: 4722.370605
	Iteration 20F: 3 clusters Score -1785119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1785133.375000 Penalty: 4722.370605
	Iteration 21Q: 3 clusters Score -1785133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1785135.875000 Penalty: 4722.370605
	Iteration 22Q: 3 clusters Score -1785136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1785140.500000 Penalty: 4722.370605
	Iteration 23Q: 3 clusters Score -1785140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1785141.750000 Penalty: 4722.370605
	Iteration 24Q: 3 clusters Score -1785142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1785149.625000 Penalty: 4722.370605
	Iteration 25Q: 3 clusters Score -1785150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1785152.000000 Penalty: 4722.370605
	Iteration 26Q: 3 clusters Score -1785152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1785162.250000 Penalty: 4722.370605
	Iteration 27Q: 3 clusters Score -1785162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1785161.625000 Penalty: 4722.370605
	Iteration 28Q: 3 clusters Score -1785162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1785165.000000 Penalty: 4722.370605
	Iteration 29Q: 3 clusters Score -1785165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1785172.125000 Penalty: 4722.370605
	Iteration 30Q: 3 clusters Score -1785172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1785172.875000 Penalty: 4722.370605
	Iteration 31Q: 3 clusters Score -1785173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1785173.625000 Penalty: 4722.370605
	Iteration 32Q: 3 clusters Score -1785174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1785175.000000 Penalty: 4722.370605
	Iteration 33Q: 3 clusters Score -1785175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1785179.375000 Penalty: 4722.370605
	Iteration 34Q: 3 clusters Score -1785179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1785182.375000 Penalty: 4722.370605
	Iteration 35Q: 3 clusters Score -1785182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1785182.125000 Penalty: 4722.370605
	Iteration 36Q: 3 clusters Score -1785182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1785178.750000 Penalty: 4722.370605
	Iteration 37Q: 3 clusters Score -1785179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1785180.750000 Penalty: 4722.370605
	Iteration 38Q: 3 clusters Score -1785181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1785184.750000 Penalty: 4722.370605
	Iteration 39Q: 3 clusters Score -1785185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1785181.500000 Penalty: 4722.370605
	Iteration 40F: 3 clusters Score -1785182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1785183.125000 Penalty: 4722.370605
	Iteration 41Q: 3 clusters Score -1785183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1785184.500000 Penalty: 4722.370605
	Iteration 42Q: 3 clusters Score -1785184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1785190.000000 Penalty: 4722.370605
	Iteration 43Q: 3 clusters Score -1785190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1785186.875000 Penalty: 4722.370605
	Iteration 44Q: 3 clusters Score -1785187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1785188.875000 Penalty: 4722.370605
	Iteration 45Q: 3 clusters Score -1785189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1785193.000000 Penalty: 4722.370605
	Iteration 46Q: 3 clusters Score -1785193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1785190.250000 Penalty: 4722.370605
	Iteration 47Q: 3 clusters Score -1785190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1785194.625000 Penalty: 4722.370605
	Iteration 48Q: 3 clusters Score -1785195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1785196.625000 Penalty: 4722.370605
	Iteration 49Q: 3 clusters Score -1785197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1785197.125000 Penalty: 4722.370605
	Iteration 50Q: 3 clusters Score -1785197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1785198.250000 Penalty: 4722.370605
	Iteration 51Q: 3 clusters Score -1785198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1785196.875000 Penalty: 4722.370605
	Iteration 52Q: 3 clusters Score -1785197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1785197.500000 Penalty: 4722.370605
	Iteration 53Q: 3 clusters Score -1785198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1785196.500000 Penalty: 4722.370605
	Iteration 54Q: 3 clusters Score -1785196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1785202.000000 Penalty: 4722.370605
	Iteration 55Q: 3 clusters Score -1785202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1785203.375000 Penalty: 4722.370605
	Iteration 56Q: 3 clusters Score -1785203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1785201.375000 Penalty: 4722.370605
	Iteration 57Q: 3 clusters Score -1785201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1785205.250000 Penalty: 4722.370605
	Iteration 58Q: 3 clusters Score -1785205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1785205.625000 Penalty: 4722.370605
	Iteration 59Q: 3 clusters Score -1785206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1785205.875000 Penalty: 4722.370605
	Iteration 60F: 3 clusters Score -1785206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1785207.750000 Penalty: 4722.370605
	Iteration 61Q: 3 clusters Score -1785208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1785208.375000 Penalty: 4722.370605
	Iteration 62Q: 3 clusters Score -1785208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1785208.500000 Penalty: 4722.370605
	Iteration 63Q: 3 clusters Score -1785208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1785211.750000 Penalty: 4722.370605
	Iteration 64Q: 3 clusters Score -1785212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1785209.625000 Penalty: 4722.370605
	Iteration 65Q: 3 clusters Score -1785210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1785215.875000 Penalty: 4722.370605
	Iteration 66Q: 3 clusters Score -1785216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1785215.125000 Penalty: 4722.370605
	Iteration 67Q: 3 clusters Score -1785215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1785212.000000 Penalty: 4722.370605
	Iteration 68Q: 3 clusters Score -1785212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1785210.250000 Penalty: 4722.370605
	Iteration 69Q: 3 clusters Score -1785210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1785211.750000 Penalty: 4722.370605
	Iteration 70Q: 3 clusters Score -1785212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1785213.750000 Penalty: 4722.370605
	Iteration 71Q: 3 clusters Score -1785214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1785211.500000 Penalty: 4722.370605
	Iteration 72Q: 3 clusters Score -1785212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1785211.000000 Penalty: 4722.370605
	Iteration 73Q: 3 clusters Score -1785211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1785215.500000 Penalty: 4722.370605
	Iteration 74Q: 3 clusters Score -1785216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1785217.125000 Penalty: 4722.370605
	Iteration 75Q: 3 clusters Score -1785217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1785216.625000 Penalty: 4722.370605
	Iteration 76Q: 3 clusters Score -1785217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1785216.375000 Penalty: 4722.370605
	Iteration 77Q: 3 clusters Score -1785216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1785215.875000 Penalty: 4722.370605
	Iteration 78Q: 3 clusters Score -1785216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1785218.750000 Penalty: 4722.370605
	Iteration 79Q: 3 clusters Score -1785219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1785218.875000 Penalty: 4722.370605
	Iteration 80F: 3 clusters Score -1785219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1785218.250000 Penalty: 4722.370605
	Iteration 81Q: 3 clusters Score -1785218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1785218.250000 Penalty: 4722.370605
	Iteration 82F: 3 clusters Score -1785218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Entering Unmasked Estep 
Score: -5991224.500000 Penalty: 2672.927979
	Iteration 0F: 2 clusters Score -5991224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5959032.000000 Penalty: 5345.855957
	Iteration 0F: 3 clusters Score -5959032 nChanged 21981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5971040.500000 Penalty: 5345.855957
	Iteration 1F: 3 clusters Score -5971040 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5972124.500000 Penalty: 5345.855957
	Iteration 2Q: 3 clusters Score -5972124 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5974096.000000 Penalty: 5345.855957
	Iteration 3F: 3 clusters Score -5974096 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5977459.500000 Penalty: 5345.855957
	Iteration 4F: 3 clusters Score -5977460 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5981958.000000 Penalty: 5345.855957
	Iteration 5F: 3 clusters Score -5981958 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -5985767.500000 Penalty: 5345.855957
	Iteration 6F: 3 clusters Score -5985768 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5988019.000000 Penalty: 5345.855957
	Iteration 7F: 3 clusters Score -5988019 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5989301.000000 Penalty: 5345.855957
	Iteration 8Q: 3 clusters Score -5989301 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5990371.000000 Penalty: 5345.855957
	Iteration 9Q: 3 clusters Score -5990371 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -5991474.000000 Penalty: 5345.855957
	Iteration 10Q: 3 clusters Score -5991474 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5992066.500000 Penalty: 5345.855957
	Iteration 11Q: 3 clusters Score -5992066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5992258.000000 Penalty: 5345.855957
	Iteration 12Q: 3 clusters Score -5992258 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5992346.500000 Penalty: 5345.855957
	Iteration 13Q: 3 clusters Score -5992346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5992414.000000 Penalty: 5345.855957
	Iteration 14Q: 3 clusters Score -5992414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5992470.500000 Penalty: 5345.855957
	Iteration 15Q: 3 clusters Score -5992470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5992483.000000 Penalty: 5345.855957
	Iteration 16Q: 3 clusters Score -5992483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5992492.000000 Penalty: 5345.855957
	Iteration 17Q: 3 clusters Score -5992492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5992504.000000 Penalty: 5345.855957
	Iteration 18Q: 3 clusters Score -5992504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5992507.500000 Penalty: 5345.855957
	Iteration 19Q: 3 clusters Score -5992508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5992515.500000 Penalty: 5345.855957
	Iteration 20F: 3 clusters Score -5992516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5992513.000000 Penalty: 5345.855957
	Iteration 21Q: 3 clusters Score -5992513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5992518.500000 Penalty: 5345.855957
	Iteration 22Q: 3 clusters Score -5992518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5992520.000000 Penalty: 5345.855957
	Iteration 23Q: 3 clusters Score -5992520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5992526.000000 Penalty: 5345.855957
	Iteration 24Q: 3 clusters Score -5992526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5992527.500000 Penalty: 5345.855957
	Iteration 25Q: 3 clusters Score -5992528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5992529.000000 Penalty: 5345.855957
	Iteration 26Q: 3 clusters Score -5992529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5992534.000000 Penalty: 5345.855957
	Iteration 27Q: 3 clusters Score -5992534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5992525.500000 Penalty: 5345.855957
	Iteration 28Q: 3 clusters Score -5992526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5992528.500000 Penalty: 5345.855957
	Iteration 29Q: 3 clusters Score -5992528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5992528.500000 Penalty: 5345.855957
	Iteration 30F: 3 clusters Score -5992528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 3 contains 49138 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 117286 members 
Mstep: Class 6 contains 154123 members 
Mstep: Class 7 contains 151459 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 45891 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 109925 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 177535 members 
Mstep: Class 21 contains 222363 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 3226 members 
Entering Unmasked Estep 
Score: -138504384.000000 Penalty: 65514.511719
Splitting cluster 13 changes total score from -138502864.000000 to -138504384.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 14 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -127333.578125 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -127333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125498.156250 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -125498.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125874.257812 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -125874.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125947.039062 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -125947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125977.414062 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -125977.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125997.671875 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -125997.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126013.750000 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -126013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126026.281250 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -126026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126031.546875 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -126031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126034.570312 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -126034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126036.960938 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -126037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126039.578125 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -126039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126045.804688 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -126045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126048.164062 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -126048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126049.960938 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -126050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126052.843750 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -126052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126062.406250 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -126062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126069.695312 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -126069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126074.125000 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -126074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126075.937500 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -126075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126076.695312 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -126076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126078.054688 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -126078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126078.992188 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -126079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126078.992188 Penalty: 3471.260742
	Iteration 22F: 3 clusters Score -126079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -951737.562500 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -951737.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -945863.500000 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -945863.5 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -947355.875000 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -947355.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -947616.812500 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -947616.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -947793.625000 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -947793.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -947904.187500 Penalty: 4402.072754
	Iteration 4Q: 3 clusters Score -947904.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -947996.687500 Penalty: 4402.072754
	Iteration 5Q: 3 clusters Score -947996.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -948079.875000 Penalty: 4402.072754
	Iteration 6Q: 3 clusters Score -948079.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -948160.375000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -948160.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -948222.375000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -948222.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -948283.500000 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -948283.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -948342.562500 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -948342.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -948397.562500 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -948397.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -948454.125000 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -948454.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -948518.562500 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -948518.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -948600.375000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -948600.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -948702.000000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -948702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -948795.437500 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -948795.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -948894.062500 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -948894.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -948992.500000 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -948992.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -949084.125000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -949084.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -949174.125000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -949174.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -949265.562500 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -949265.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -949343.687500 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -949343.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -949411.250000 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -949411.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -949485.500000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -949485.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -949548.125000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -949548.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -949595.562500 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -949595.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -949635.375000 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -949635.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -949670.562500 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -949670.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -949692.750000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -949692.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -949714.625000 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -949714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -949723.937500 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -949723.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -949740.812500 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -949740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -949758.312500 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -949758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -949771.062500 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -949771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -949782.812500 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -949782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -949786.812500 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -949786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -949792.437500 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -949792.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -949799.062500 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -949799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -949807.375000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -949807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -949810.375000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -949810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -949812.437500 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -949812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -949812.312500 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -949812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -949812.312500 Penalty: 4402.072754
	Iteration 43F: 3 clusters Score -949812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Entering Unmasked Estep 
Score: -441029.250000 Penalty: 2018.074219
	Iteration 0F: 2 clusters Score -441029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -437501.062500 Penalty: 4036.148438
	Iteration 0F: 3 clusters Score -437501.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -438278.750000 Penalty: 4036.148438
	Iteration 1F: 3 clusters Score -438278.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -438445.562500 Penalty: 4036.148438
	Iteration 2F: 3 clusters Score -438445.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -438526.843750 Penalty: 4036.148438
	Iteration 3Q: 3 clusters Score -438526.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -438576.093750 Penalty: 4036.148438
	Iteration 4Q: 3 clusters Score -438576.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -438615.125000 Penalty: 4036.148438
	Iteration 5Q: 3 clusters Score -438615.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -438671.125000 Penalty: 4036.148438
	Iteration 6Q: 3 clusters Score -438671.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -438722.406250 Penalty: 4036.148438
	Iteration 7Q: 3 clusters Score -438722.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -438773.593750 Penalty: 4036.148438
	Iteration 8Q: 3 clusters Score -438773.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -438824.468750 Penalty: 4036.148438
	Iteration 9Q: 3 clusters Score -438824.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -438870.500000 Penalty: 4036.148438
	Iteration 10Q: 3 clusters Score -438870.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -438903.843750 Penalty: 4036.148438
	Iteration 11Q: 3 clusters Score -438903.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -438932.375000 Penalty: 4036.148438
	Iteration 12Q: 3 clusters Score -438932.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -438952.812500 Penalty: 4036.148438
	Iteration 13Q: 3 clusters Score -438952.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438967.187500 Penalty: 4036.148438
	Iteration 14Q: 3 clusters Score -438967.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -438986.562500 Penalty: 4036.148438
	Iteration 15Q: 3 clusters Score -438986.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -438997.468750 Penalty: 4036.148438
	Iteration 16Q: 3 clusters Score -438997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -439004.656250 Penalty: 4036.148438
	Iteration 17Q: 3 clusters Score -439004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -439010.750000 Penalty: 4036.148438
	Iteration 18Q: 3 clusters Score -439010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -439019.562500 Penalty: 4036.148438
	Iteration 19Q: 3 clusters Score -439019.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -439028.187500 Penalty: 4036.148438
	Iteration 20F: 3 clusters Score -439028.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -439033.468750 Penalty: 4036.148438
	Iteration 21Q: 3 clusters Score -439033.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -439042.218750 Penalty: 4036.148438
	Iteration 22Q: 3 clusters Score -439042.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -439051.218750 Penalty: 4036.148438
	Iteration 23Q: 3 clusters Score -439051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -439056.250000 Penalty: 4036.148438
	Iteration 24Q: 3 clusters Score -439056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -439059.437500 Penalty: 4036.148438
	Iteration 25Q: 3 clusters Score -439059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -439063.531250 Penalty: 4036.148438
	Iteration 26Q: 3 clusters Score -439063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -439070.718750 Penalty: 4036.148438
	Iteration 27Q: 3 clusters Score -439070.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -439076.156250 Penalty: 4036.148438
	Iteration 28Q: 3 clusters Score -439076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -439081.218750 Penalty: 4036.148438
	Iteration 29Q: 3 clusters Score -439081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -439084.468750 Penalty: 4036.148438
	Iteration 30Q: 3 clusters Score -439084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -439088.031250 Penalty: 4036.148438
	Iteration 31Q: 3 clusters Score -439088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -439089.937500 Penalty: 4036.148438
	Iteration 32Q: 3 clusters Score -439089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -439092.593750 Penalty: 4036.148438
	Iteration 33Q: 3 clusters Score -439092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -439095.656250 Penalty: 4036.148438
	Iteration 34Q: 3 clusters Score -439095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -439099.812500 Penalty: 4036.148438
	Iteration 35Q: 3 clusters Score -439099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -439102.250000 Penalty: 4036.148438
	Iteration 36Q: 3 clusters Score -439102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -439105.812500 Penalty: 4036.148438
	Iteration 37Q: 3 clusters Score -439105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -439107.843750 Penalty: 4036.148438
	Iteration 38Q: 3 clusters Score -439107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -439111.437500 Penalty: 4036.148438
	Iteration 39Q: 3 clusters Score -439111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -439115.125000 Penalty: 4036.148438
	Iteration 40F: 3 clusters Score -439115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -439118.281250 Penalty: 4036.148438
	Iteration 41Q: 3 clusters Score -439118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -439121.062500 Penalty: 4036.148438
	Iteration 42Q: 3 clusters Score -439121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -439123.718750 Penalty: 4036.148438
	Iteration 43Q: 3 clusters Score -439123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -439125.562500 Penalty: 4036.148438
	Iteration 44Q: 3 clusters Score -439125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -439125.562500 Penalty: 4036.148438
	Iteration 45F: 3 clusters Score -439125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -733294.375000 Penalty: 2152.890869
	Iteration 0F: 2 clusters Score -733294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -728193.562500 Penalty: 4305.781738
	Iteration 0F: 3 clusters Score -728193.6 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -729592.000000 Penalty: 4305.781738
	Iteration 1F: 3 clusters Score -729592 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -729959.187500 Penalty: 4305.781738
	Iteration 2F: 3 clusters Score -729959.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -730228.500000 Penalty: 4305.781738
	Iteration 3F: 3 clusters Score -730228.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -730492.375000 Penalty: 4305.781738
	Iteration 4F: 3 clusters Score -730492.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -730780.437500 Penalty: 4305.781738
	Iteration 5F: 3 clusters Score -730780.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -731020.437500 Penalty: 4305.781738
	Iteration 6Q: 3 clusters Score -731020.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -731264.687500 Penalty: 4305.781738
	Iteration 7Q: 3 clusters Score -731264.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -731504.187500 Penalty: 4305.781738
	Iteration 8Q: 3 clusters Score -731504.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -731717.437500 Penalty: 4305.781738
	Iteration 9Q: 3 clusters Score -731717.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -731912.750000 Penalty: 4305.781738
	Iteration 10Q: 3 clusters Score -731912.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -732065.062500 Penalty: 4305.781738
	Iteration 11Q: 3 clusters Score -732065.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -732171.500000 Penalty: 4305.781738
	Iteration 12Q: 3 clusters Score -732171.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -732242.062500 Penalty: 4305.781738
	Iteration 13Q: 3 clusters Score -732242.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -732281.125000 Penalty: 4305.781738
	Iteration 14Q: 3 clusters Score -732281.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -732303.625000 Penalty: 4305.781738
	Iteration 15Q: 3 clusters Score -732303.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -732323.625000 Penalty: 4305.781738
	Iteration 16Q: 3 clusters Score -732323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -732339.437500 Penalty: 4305.781738
	Iteration 17Q: 3 clusters Score -732339.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -732348.125000 Penalty: 4305.781738
	Iteration 18Q: 3 clusters Score -732348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -732355.562500 Penalty: 4305.781738
	Iteration 19Q: 3 clusters Score -732355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -732356.500000 Penalty: 4305.781738
	Iteration 20F: 3 clusters Score -732356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -732358.375000 Penalty: 4305.781738
	Iteration 21Q: 3 clusters Score -732358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -732360.562500 Penalty: 4305.781738
	Iteration 22Q: 3 clusters Score -732360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -732361.437500 Penalty: 4305.781738
	Iteration 23Q: 3 clusters Score -732361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -732361.375000 Penalty: 4305.781738
	Iteration 24Q: 3 clusters Score -732361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -732361.250000 Penalty: 4305.781738
	Iteration 25Q: 3 clusters Score -732361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -732360.625000 Penalty: 4305.781738
	Iteration 26Q: 3 clusters Score -732360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -732361.250000 Penalty: 4305.781738
	Iteration 27Q: 3 clusters Score -732361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -732361.937500 Penalty: 4305.781738
	Iteration 28Q: 3 clusters Score -732361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -732363.437500 Penalty: 4305.781738
	Iteration 29Q: 3 clusters Score -732363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -732364.562500 Penalty: 4305.781738
	Iteration 30Q: 3 clusters Score -732364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -732363.812500 Penalty: 4305.781738
	Iteration 31Q: 3 clusters Score -732363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -732363.812500 Penalty: 4305.781738
	Iteration 32F: 3 clusters Score -732363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Entering Unmasked Estep 
Score: -14200607.000000 Penalty: 2878.673340
	Iteration 0F: 2 clusters Score -1.420061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -14127153.000000 Penalty: 5757.346680
	Iteration 0F: 3 clusters Score -1.412715e+07 nChanged 52191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -14156806.000000 Penalty: 5757.346680
	Iteration 1F: 3 clusters Score -1.415681e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -14157532.000000 Penalty: 5757.346680
	Iteration 2Q: 3 clusters Score -1.415753e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -14158428.000000 Penalty: 5757.346680
	Iteration 3Q: 3 clusters Score -1.415843e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -14159482.000000 Penalty: 5757.346680
	Iteration 4Q: 3 clusters Score -1.415948e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -14160916.000000 Penalty: 5757.346680
	Iteration 5Q: 3 clusters Score -1.416092e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -14163023.000000 Penalty: 5757.346680
	Iteration 6Q: 3 clusters Score -1.416302e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -14166090.000000 Penalty: 5757.346680
	Iteration 7F: 3 clusters Score -1.416609e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -14170165.000000 Penalty: 5757.346680
	Iteration 8F: 3 clusters Score -1.417016e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -14175176.000000 Penalty: 5757.346680
	Iteration 9F: 3 clusters Score -1.417518e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -14180837.000000 Penalty: 5757.346680
	Iteration 10F: 3 clusters Score -1.418084e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -14186323.000000 Penalty: 5757.346680
	Iteration 11F: 3 clusters Score -1.418632e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -14190984.000000 Penalty: 5757.346680
	Iteration 12Q: 3 clusters Score -1.419098e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 104979 members 
Entering Unmasked Estep 
Score: -14194343.000000 Penalty: 5757.346680
	Iteration 13Q: 3 clusters Score -1.419434e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -14196449.000000 Penalty: 5757.346680
	Iteration 14Q: 3 clusters Score -1.419645e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -14197377.000000 Penalty: 5757.346680
	Iteration 15Q: 3 clusters Score -1.419738e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -14197751.000000 Penalty: 5757.346680
	Iteration 16Q: 3 clusters Score -1.419775e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -14197932.000000 Penalty: 5757.346680
	Iteration 17Q: 3 clusters Score -1.419793e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -14198013.000000 Penalty: 5757.346680
	Iteration 18Q: 3 clusters Score -1.419801e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -14198053.000000 Penalty: 5757.346680
	Iteration 19Q: 3 clusters Score -1.419805e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -14198110.000000 Penalty: 5757.346680
	Iteration 20F: 3 clusters Score -1.419811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -14198145.000000 Penalty: 5757.346680
	Iteration 21Q: 3 clusters Score -1.419814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -14198143.000000 Penalty: 5757.346680
	Iteration 22Q: 3 clusters Score -1.419814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -14198153.000000 Penalty: 5757.346680
	Iteration 23Q: 3 clusters Score -1.419815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -14198169.000000 Penalty: 5757.346680
	Iteration 24Q: 3 clusters Score -1.419817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -14198184.000000 Penalty: 5757.346680
	Iteration 25Q: 3 clusters Score -1.419818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -14198186.000000 Penalty: 5757.346680
	Iteration 26Q: 3 clusters Score -1.419819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -14198198.000000 Penalty: 5757.346680
	Iteration 27Q: 3 clusters Score -1.41982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -14198196.000000 Penalty: 5757.346680
	Iteration 28Q: 3 clusters Score -1.41982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -14198206.000000 Penalty: 5757.346680
	Iteration 29Q: 3 clusters Score -1.419821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -14198207.000000 Penalty: 5757.346680
	Iteration 30Q: 3 clusters Score -1.419821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -14198207.000000 Penalty: 5757.346680
	Iteration 31Q: 3 clusters Score -1.419821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -14198223.000000 Penalty: 5757.346680
	Iteration 32Q: 3 clusters Score -1.419822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -14198230.000000 Penalty: 5757.346680
	Iteration 33Q: 3 clusters Score -1.419823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -14198223.000000 Penalty: 5757.346680
	Iteration 34Q: 3 clusters Score -1.419822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -14198211.000000 Penalty: 5757.346680
	Iteration 35Q: 3 clusters Score -1.419821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -14198215.000000 Penalty: 5757.346680
	Iteration 36Q: 3 clusters Score -1.419822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -14198215.000000 Penalty: 5757.346680
	Iteration 37F: 3 clusters Score -1.419822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -172712.921875 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -172712.9 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 731 members 
Entering Unmasked Estep 
Score: -170497.984375 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -170498 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -170994.671875 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -170994.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -171266.734375 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -171266.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171478.781250 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -171478.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171590.031250 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -171590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -171669.015625 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -171669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -171743.406250 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -171743.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -171821.078125 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -171821.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171874.171875 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -171874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -171947.093750 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -171947.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -172018.203125 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -172018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -172059.515625 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -172059.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -172089.906250 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -172089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -172122.734375 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -172122.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -172198.375000 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -172198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -172332.093750 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -172332.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -172421.828125 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -172421.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -172454.531250 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -172454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -172475.437500 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -172475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -172489.437500 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -172489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -172495.203125 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -172495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -172500.203125 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -172500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172504.500000 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -172504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -172505.453125 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -172505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172506.203125 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -172506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172506.203125 Penalty: 3601.567627
	Iteration 25F: 3 clusters Score -172506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Entering Unmasked Estep 
Score: -22974230.000000 Penalty: 2997.556885
	Iteration 0F: 2 clusters Score -2.297423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -22859306.000000 Penalty: 5995.113770
	Iteration 0F: 3 clusters Score -2.285931e+07 nChanged 84973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -22908588.000000 Penalty: 5995.113770
	Iteration 1F: 3 clusters Score -2.290859e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -22909538.000000 Penalty: 5995.113770
	Iteration 2Q: 3 clusters Score -2.290954e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -22910594.000000 Penalty: 5995.113770
	Iteration 3Q: 3 clusters Score -2.291059e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -22912572.000000 Penalty: 5995.113770
	Iteration 4Q: 3 clusters Score -2.291257e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -22916340.000000 Penalty: 5995.113770
	Iteration 5Q: 3 clusters Score -2.291634e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -22923370.000000 Penalty: 5995.113770
	Iteration 6F: 3 clusters Score -2.292337e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 133026 members 
Entering Unmasked Estep 
Score: -22934846.000000 Penalty: 5995.113770
	Iteration 7F: 3 clusters Score -2.293485e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -22948994.000000 Penalty: 5995.113770
	Iteration 8F: 3 clusters Score -2.294899e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 160054 members 
Entering Unmasked Estep 
Score: -22960652.000000 Penalty: 5995.113770
	Iteration 9F: 3 clusters Score -2.296065e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -22967370.000000 Penalty: 5995.113770
	Iteration 10Q: 3 clusters Score -2.296737e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -22970374.000000 Penalty: 5995.113770
	Iteration 11Q: 3 clusters Score -2.297037e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 171342 members 
Entering Unmasked Estep 
Score: -22971486.000000 Penalty: 5995.113770
	Iteration 12Q: 3 clusters Score -2.297149e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -22971968.000000 Penalty: 5995.113770
	Iteration 13Q: 3 clusters Score -2.297197e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -22972180.000000 Penalty: 5995.113770
	Iteration 14Q: 3 clusters Score -2.297218e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 173398 members 
Entering Unmasked Estep 
Score: -22972216.000000 Penalty: 5995.113770
	Iteration 15Q: 3 clusters Score -2.297222e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -22972294.000000 Penalty: 5995.113770
	Iteration 16Q: 3 clusters Score -2.297229e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -22972312.000000 Penalty: 5995.113770
	Iteration 17Q: 3 clusters Score -2.297231e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -22972344.000000 Penalty: 5995.113770
	Iteration 18Q: 3 clusters Score -2.297234e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -22972464.000000 Penalty: 5995.113770
	Iteration 19Q: 3 clusters Score -2.297246e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -22972496.000000 Penalty: 5995.113770
	Iteration 20F: 3 clusters Score -2.29725e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -22972474.000000 Penalty: 5995.113770
	Iteration 21Q: 3 clusters Score -2.297247e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -22972500.000000 Penalty: 5995.113770
	Iteration 22Q: 3 clusters Score -2.29725e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -22972504.000000 Penalty: 5995.113770
	Iteration 23Q: 3 clusters Score -2.29725e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -22972492.000000 Penalty: 5995.113770
	Iteration 24Q: 3 clusters Score -2.297249e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 175280 members 
Entering Unmasked Estep 
Score: -22972462.000000 Penalty: 5995.113770
	Iteration 25Q: 3 clusters Score -2.297246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -22972486.000000 Penalty: 5995.113770
	Iteration 26Q: 3 clusters Score -2.297249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 175414 members 
Entering Unmasked Estep 
Score: -22972480.000000 Penalty: 5995.113770
	Iteration 27Q: 3 clusters Score -2.297248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -22972484.000000 Penalty: 5995.113770
	Iteration 28Q: 3 clusters Score -2.297248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -22972482.000000 Penalty: 5995.113770
	Iteration 29Q: 3 clusters Score -2.297248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -22972478.000000 Penalty: 5995.113770
	Iteration 30Q: 3 clusters Score -2.297248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -22972482.000000 Penalty: 5995.113770
	Iteration 31Q: 3 clusters Score -2.297248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -22972514.000000 Penalty: 5995.113770
	Iteration 32Q: 3 clusters Score -2.297251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -22972502.000000 Penalty: 5995.113770
	Iteration 33Q: 3 clusters Score -2.29725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -22972502.000000 Penalty: 5995.113770
	Iteration 34Q: 3 clusters Score -2.29725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -22972510.000000 Penalty: 5995.113770
	Iteration 35Q: 3 clusters Score -2.297251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -22972482.000000 Penalty: 5995.113770
	Iteration 36Q: 3 clusters Score -2.297248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -22972492.000000 Penalty: 5995.113770
	Iteration 37Q: 3 clusters Score -2.297249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -22972486.000000 Penalty: 5995.113770
	Iteration 38Q: 3 clusters Score -2.297249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 175732 members 
Entering Unmasked Estep 
Score: -22972502.000000 Penalty: 5995.113770
	Iteration 39Q: 3 clusters Score -2.29725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -22972502.000000 Penalty: 5995.113770
	Iteration 40F: 3 clusters Score -2.29725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 175752 members 
Entering Unmasked Estep 
Score: -22972502.000000 Penalty: 5995.113770
	Iteration 41Q: 3 clusters Score -2.29725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -22972486.000000 Penalty: 5995.113770
	Iteration 42Q: 3 clusters Score -2.297249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -22972472.000000 Penalty: 5995.113770
	Iteration 43Q: 3 clusters Score -2.297247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -22972488.000000 Penalty: 5995.113770
	Iteration 44Q: 3 clusters Score -2.297249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 175771 members 
Entering Unmasked Estep 
Score: -22972492.000000 Penalty: 5995.113770
	Iteration 45Q: 3 clusters Score -2.297249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 175774 members 
Entering Unmasked Estep 
Score: -22972490.000000 Penalty: 5995.113770
	Iteration 46Q: 3 clusters Score -2.297249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -22972494.000000 Penalty: 5995.113770
	Iteration 47Q: 3 clusters Score -2.297249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 175781 members 
Entering Unmasked Estep 
Score: -22972506.000000 Penalty: 5995.113770
	Iteration 48Q: 3 clusters Score -2.297251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -22972492.000000 Penalty: 5995.113770
	Iteration 49Q: 3 clusters Score -2.297249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 175784 members 
Entering Unmasked Estep 
Score: -22972494.000000 Penalty: 5995.113770
	Iteration 50Q: 3 clusters Score -2.297249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 175784 members 
Entering Unmasked Estep 
Score: -22972494.000000 Penalty: 5995.113770
	Iteration 51F: 3 clusters Score -2.297249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222363 members 
Entering Unmasked Estep 
Score: -28616540.000000 Penalty: 3053.392334
	Iteration 0F: 2 clusters Score -2.861654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -28474138.000000 Penalty: 6106.784668
	Iteration 0F: 3 clusters Score -2.847414e+07 nChanged 107129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 111942 members 
Entering Unmasked Estep 
Score: -28536454.000000 Penalty: 6106.784668
	Iteration 1F: 3 clusters Score -2.853645e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -28537242.000000 Penalty: 6106.784668
	Iteration 2Q: 3 clusters Score -2.853724e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 112655 members 
Entering Unmasked Estep 
Score: -28538060.000000 Penalty: 6106.784668
	Iteration 3Q: 3 clusters Score -2.853806e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -28538758.000000 Penalty: 6106.784668
	Iteration 4Q: 3 clusters Score -2.853876e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 114453 members 
Entering Unmasked Estep 
Score: -28539624.000000 Penalty: 6106.784668
	Iteration 5Q: 3 clusters Score -2.853962e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 116239 members 
Entering Unmasked Estep 
Score: -28541044.000000 Penalty: 6106.784668
	Iteration 6Q: 3 clusters Score -2.854104e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -28543030.000000 Penalty: 6106.784668
	Iteration 7Q: 3 clusters Score -2.854303e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -28546080.000000 Penalty: 6106.784668
	Iteration 8Q: 3 clusters Score -2.854608e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -28550986.000000 Penalty: 6106.784668
	Iteration 9Q: 3 clusters Score -2.855099e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -28559256.000000 Penalty: 6106.784668
	Iteration 10F: 3 clusters Score -2.855926e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -28570464.000000 Penalty: 6106.784668
	Iteration 11F: 3 clusters Score -2.857046e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -28582768.000000 Penalty: 6106.784668
	Iteration 12F: 3 clusters Score -2.858277e+07 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -28593248.000000 Penalty: 6106.784668
	Iteration 13F: 3 clusters Score -2.859325e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -28600136.000000 Penalty: 6106.784668
	Iteration 14Q: 3 clusters Score -2.860014e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -28604398.000000 Penalty: 6106.784668
	Iteration 15Q: 3 clusters Score -2.86044e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -28607412.000000 Penalty: 6106.784668
	Iteration 16Q: 3 clusters Score -2.860741e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -28609986.000000 Penalty: 6106.784668
	Iteration 17Q: 3 clusters Score -2.860999e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 188589 members 
Entering Unmasked Estep 
Score: -28611950.000000 Penalty: 6106.784668
	Iteration 18Q: 3 clusters Score -2.861195e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -28613234.000000 Penalty: 6106.784668
	Iteration 19Q: 3 clusters Score -2.861323e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 194052 members 
Entering Unmasked Estep 
Score: -28614172.000000 Penalty: 6106.784668
	Iteration 20F: 3 clusters Score -2.861417e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 196205 members 
Entering Unmasked Estep 
Score: -28615042.000000 Penalty: 6106.784668
	Iteration 21Q: 3 clusters Score -2.861504e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 198127 members 
Entering Unmasked Estep 
Score: -28615606.000000 Penalty: 6106.784668
	Iteration 22Q: 3 clusters Score -2.861561e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 199722 members 
Entering Unmasked Estep 
Score: -28615990.000000 Penalty: 6106.784668
	Iteration 23Q: 3 clusters Score -2.861599e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 201144 members 
Entering Unmasked Estep 
Score: -28616270.000000 Penalty: 6106.784668
	Iteration 24Q: 3 clusters Score -2.861627e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 202425 members 
Entering Unmasked Estep 
Score: -28616390.000000 Penalty: 6106.784668
	Iteration 25Q: 3 clusters Score -2.861639e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 203608 members 
Entering Unmasked Estep 
Score: -28616440.000000 Penalty: 6106.784668
	Iteration 26Q: 3 clusters Score -2.861644e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 204675 members 
Entering Unmasked Estep 
Score: -28616510.000000 Penalty: 6106.784668
	Iteration 27Q: 3 clusters Score -2.861651e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 205728 members 
Entering Unmasked Estep 
Score: -28616548.000000 Penalty: 6106.784668
	Iteration 28Q: 3 clusters Score -2.861655e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 206633 members 
Entering Unmasked Estep 
Score: -28616426.000000 Penalty: 6106.784668
	Iteration 29Q: 3 clusters Score -2.861643e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 207471 members 
Entering Unmasked Estep 
Score: -28616422.000000 Penalty: 6106.784668
	Iteration 30Q: 3 clusters Score -2.861642e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 208229 members 
Entering Unmasked Estep 
Score: -28616440.000000 Penalty: 6106.784668
	Iteration 31Q: 3 clusters Score -2.861644e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 208962 members 
Entering Unmasked Estep 
Score: -28616412.000000 Penalty: 6106.784668
	Iteration 32Q: 3 clusters Score -2.861641e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 209573 members 
Entering Unmasked Estep 
Score: -28616306.000000 Penalty: 6106.784668
	Iteration 33Q: 3 clusters Score -2.861631e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 210149 members 
Entering Unmasked Estep 
Score: -28616382.000000 Penalty: 6106.784668
	Iteration 34Q: 3 clusters Score -2.861638e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 210687 members 
Entering Unmasked Estep 
Score: -28616324.000000 Penalty: 6106.784668
	Iteration 35Q: 3 clusters Score -2.861632e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 211215 members 
Entering Unmasked Estep 
Score: -28616174.000000 Penalty: 6106.784668
	Iteration 36Q: 3 clusters Score -2.861617e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -28616130.000000 Penalty: 6106.784668
	Iteration 37Q: 3 clusters Score -2.861613e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 212235 members 
Entering Unmasked Estep 
Score: -28616008.000000 Penalty: 6106.784668
	Iteration 38Q: 3 clusters Score -2.861601e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 212726 members 
Entering Unmasked Estep 
Score: -28615984.000000 Penalty: 6106.784668
	Iteration 39Q: 3 clusters Score -2.861598e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 213184 members 
Entering Unmasked Estep 
Score: -28615942.000000 Penalty: 6106.784668
	Iteration 40F: 3 clusters Score -2.861594e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 213608 members 
Entering Unmasked Estep 
Score: -28615862.000000 Penalty: 6106.784668
	Iteration 41Q: 3 clusters Score -2.861586e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 214023 members 
Entering Unmasked Estep 
Score: -28615848.000000 Penalty: 6106.784668
	Iteration 42Q: 3 clusters Score -2.861585e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 214410 members 
Entering Unmasked Estep 
Score: -28615762.000000 Penalty: 6106.784668
	Iteration 43Q: 3 clusters Score -2.861576e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -28615810.000000 Penalty: 6106.784668
	Iteration 44Q: 3 clusters Score -2.861581e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 215093 members 
Entering Unmasked Estep 
Score: -28615778.000000 Penalty: 6106.784668
	Iteration 45Q: 3 clusters Score -2.861578e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 215385 members 
Entering Unmasked Estep 
Score: -28615686.000000 Penalty: 6106.784668
	Iteration 46Q: 3 clusters Score -2.861569e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 215663 members 
Entering Unmasked Estep 
Score: -28615628.000000 Penalty: 6106.784668
	Iteration 47Q: 3 clusters Score -2.861563e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 215933 members 
Entering Unmasked Estep 
Score: -28615584.000000 Penalty: 6106.784668
	Iteration 48Q: 3 clusters Score -2.861558e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 216151 members 
Entering Unmasked Estep 
Score: -28615570.000000 Penalty: 6106.784668
	Iteration 49Q: 3 clusters Score -2.861557e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 216359 members 
Entering Unmasked Estep 
Score: -28615568.000000 Penalty: 6106.784668
	Iteration 50Q: 3 clusters Score -2.861557e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 216556 members 
Entering Unmasked Estep 
Score: -28615556.000000 Penalty: 6106.784668
	Iteration 51Q: 3 clusters Score -2.861556e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -28615504.000000 Penalty: 6106.784668
	Iteration 52Q: 3 clusters Score -2.86155e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 216935 members 
Entering Unmasked Estep 
Score: -28615504.000000 Penalty: 6106.784668
	Iteration 53Q: 3 clusters Score -2.86155e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 217115 members 
Entering Unmasked Estep 
Score: -28615534.000000 Penalty: 6106.784668
	Iteration 54Q: 3 clusters Score -2.861553e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 217291 members 
Entering Unmasked Estep 
Score: -28615544.000000 Penalty: 6106.784668
	Iteration 55Q: 3 clusters Score -2.861554e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 217458 members 
Entering Unmasked Estep 
Score: -28615470.000000 Penalty: 6106.784668
	Iteration 56Q: 3 clusters Score -2.861547e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 217609 members 
Entering Unmasked Estep 
Score: -28615480.000000 Penalty: 6106.784668
	Iteration 57Q: 3 clusters Score -2.861548e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 217763 members 
Entering Unmasked Estep 
Score: -28615428.000000 Penalty: 6106.784668
	Iteration 58Q: 3 clusters Score -2.861543e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -28615442.000000 Penalty: 6106.784668
	Iteration 59Q: 3 clusters Score -2.861544e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 218041 members 
Entering Unmasked Estep 
Score: -28615382.000000 Penalty: 6106.784668
	Iteration 60F: 3 clusters Score -2.861538e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 218145 members 
Entering Unmasked Estep 
Score: -28615372.000000 Penalty: 6106.784668
	Iteration 61Q: 3 clusters Score -2.861537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -28615318.000000 Penalty: 6106.784668
	Iteration 62Q: 3 clusters Score -2.861532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 218350 members 
Entering Unmasked Estep 
Score: -28615320.000000 Penalty: 6106.784668
	Iteration 63Q: 3 clusters Score -2.861532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 218457 members 
Entering Unmasked Estep 
Score: -28615326.000000 Penalty: 6106.784668
	Iteration 64Q: 3 clusters Score -2.861533e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 218551 members 
Entering Unmasked Estep 
Score: -28615286.000000 Penalty: 6106.784668
	Iteration 65Q: 3 clusters Score -2.861529e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 218637 members 
Entering Unmasked Estep 
Score: -28615280.000000 Penalty: 6106.784668
	Iteration 66Q: 3 clusters Score -2.861528e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 218714 members 
Entering Unmasked Estep 
Score: -28615302.000000 Penalty: 6106.784668
	Iteration 67Q: 3 clusters Score -2.86153e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 218787 members 
Entering Unmasked Estep 
Score: -28615280.000000 Penalty: 6106.784668
	Iteration 68Q: 3 clusters Score -2.861528e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -28615252.000000 Penalty: 6106.784668
	Iteration 69Q: 3 clusters Score -2.861525e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 218944 members 
Entering Unmasked Estep 
Score: -28615230.000000 Penalty: 6106.784668
	Iteration 70Q: 3 clusters Score -2.861523e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 219016 members 
Entering Unmasked Estep 
Score: -28615174.000000 Penalty: 6106.784668
	Iteration 71Q: 3 clusters Score -2.861517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 219079 members 
Entering Unmasked Estep 
Score: -28615136.000000 Penalty: 6106.784668
	Iteration 72Q: 3 clusters Score -2.861514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 219141 members 
Entering Unmasked Estep 
Score: -28615118.000000 Penalty: 6106.784668
	Iteration 73Q: 3 clusters Score -2.861512e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 219194 members 
Entering Unmasked Estep 
Score: -28615092.000000 Penalty: 6106.784668
	Iteration 74Q: 3 clusters Score -2.861509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 219235 members 
Entering Unmasked Estep 
Score: -28615094.000000 Penalty: 6106.784668
	Iteration 75Q: 3 clusters Score -2.861509e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 219283 members 
Entering Unmasked Estep 
Score: -28615088.000000 Penalty: 6106.784668
	Iteration 76Q: 3 clusters Score -2.861509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 219320 members 
Entering Unmasked Estep 
Score: -28615050.000000 Penalty: 6106.784668
	Iteration 77Q: 3 clusters Score -2.861505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 219356 members 
Entering Unmasked Estep 
Score: -28615070.000000 Penalty: 6106.784668
	Iteration 78Q: 3 clusters Score -2.861507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 219390 members 
Entering Unmasked Estep 
Score: -28615066.000000 Penalty: 6106.784668
	Iteration 79Q: 3 clusters Score -2.861507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 219418 members 
Entering Unmasked Estep 
Score: -28615056.000000 Penalty: 6106.784668
	Iteration 80F: 3 clusters Score -2.861506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 219442 members 
Entering Unmasked Estep 
Score: -28615026.000000 Penalty: 6106.784668
	Iteration 81Q: 3 clusters Score -2.861503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 219469 members 
Entering Unmasked Estep 
Score: -28615052.000000 Penalty: 6106.784668
	Iteration 82Q: 3 clusters Score -2.861505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 219504 members 
Entering Unmasked Estep 
Score: -28615028.000000 Penalty: 6106.784668
	Iteration 83Q: 3 clusters Score -2.861503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 219534 members 
Entering Unmasked Estep 
Score: -28615004.000000 Penalty: 6106.784668
	Iteration 84Q: 3 clusters Score -2.8615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 219567 members 
Entering Unmasked Estep 
Score: -28614980.000000 Penalty: 6106.784668
	Iteration 85Q: 3 clusters Score -2.861498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 219602 members 
Entering Unmasked Estep 
Score: -28615014.000000 Penalty: 6106.784668
	Iteration 86Q: 3 clusters Score -2.861501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 219631 members 
Entering Unmasked Estep 
Score: -28614986.000000 Penalty: 6106.784668
	Iteration 87Q: 3 clusters Score -2.861499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 219656 members 
Entering Unmasked Estep 
Score: -28614990.000000 Penalty: 6106.784668
	Iteration 88Q: 3 clusters Score -2.861499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 219670 members 
Entering Unmasked Estep 
Score: -28614982.000000 Penalty: 6106.784668
	Iteration 89Q: 3 clusters Score -2.861498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 219682 members 
Entering Unmasked Estep 
Score: -28614940.000000 Penalty: 6106.784668
	Iteration 90Q: 3 clusters Score -2.861494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 219691 members 
Entering Unmasked Estep 
Score: -28614944.000000 Penalty: 6106.784668
	Iteration 91Q: 3 clusters Score -2.861494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 219702 members 
Entering Unmasked Estep 
Score: -28614938.000000 Penalty: 6106.784668
	Iteration 92Q: 3 clusters Score -2.861494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 219714 members 
Entering Unmasked Estep 
Score: -28614952.000000 Penalty: 6106.784668
	Iteration 93Q: 3 clusters Score -2.861495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 219729 members 
Entering Unmasked Estep 
Score: -28614950.000000 Penalty: 6106.784668
	Iteration 94Q: 3 clusters Score -2.861495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 219745 members 
Entering Unmasked Estep 
Score: -28614956.000000 Penalty: 6106.784668
	Iteration 95Q: 3 clusters Score -2.861496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 219756 members 
Entering Unmasked Estep 
Score: -28614978.000000 Penalty: 6106.784668
	Iteration 96Q: 3 clusters Score -2.861498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 219761 members 
Entering Unmasked Estep 
Score: -28614966.000000 Penalty: 6106.784668
	Iteration 97Q: 3 clusters Score -2.861497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -28614960.000000 Penalty: 6106.784668
	Iteration 98Q: 3 clusters Score -2.861496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 219781 members 
Entering Unmasked Estep 
Score: -28614946.000000 Penalty: 6106.784668
	Iteration 99Q: 3 clusters Score -2.861495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 219797 members 
Entering Unmasked Estep 
Score: -28614916.000000 Penalty: 6106.784668
	Iteration 100F: 3 clusters Score -2.861492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 219814 members 
Entering Unmasked Estep 
Score: -28614914.000000 Penalty: 6106.784668
	Iteration 101Q: 3 clusters Score -2.861491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 219831 members 
Entering Unmasked Estep 
Score: -28614932.000000 Penalty: 6106.784668
	Iteration 102Q: 3 clusters Score -2.861493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 219850 members 
Entering Unmasked Estep 
Score: -28614906.000000 Penalty: 6106.784668
	Iteration 103Q: 3 clusters Score -2.861491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 219865 members 
Entering Unmasked Estep 
Score: -28614940.000000 Penalty: 6106.784668
	Iteration 104Q: 3 clusters Score -2.861494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 219875 members 
Entering Unmasked Estep 
Score: -28614956.000000 Penalty: 6106.784668
	Iteration 105Q: 3 clusters Score -2.861496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 219887 members 
Entering Unmasked Estep 
Score: -28614952.000000 Penalty: 6106.784668
	Iteration 106Q: 3 clusters Score -2.861495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 219902 members 
Entering Unmasked Estep 
Score: -28614990.000000 Penalty: 6106.784668
	Iteration 107Q: 3 clusters Score -2.861499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 219917 members 
Entering Unmasked Estep 
Score: -28614992.000000 Penalty: 6106.784668
	Iteration 108Q: 3 clusters Score -2.861499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 219934 members 
Entering Unmasked Estep 
Score: -28614994.000000 Penalty: 6106.784668
	Iteration 109Q: 3 clusters Score -2.861499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 219950 members 
Entering Unmasked Estep 
Score: -28614970.000000 Penalty: 6106.784668
	Iteration 110Q: 3 clusters Score -2.861497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 219963 members 
Entering Unmasked Estep 
Score: -28614954.000000 Penalty: 6106.784668
	Iteration 111Q: 3 clusters Score -2.861495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -28614960.000000 Penalty: 6106.784668
	Iteration 112Q: 3 clusters Score -2.861496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 219977 members 
Entering Unmasked Estep 
Score: -28614944.000000 Penalty: 6106.784668
	Iteration 113Q: 3 clusters Score -2.861494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 219985 members 
Entering Unmasked Estep 
Score: -28614956.000000 Penalty: 6106.784668
	Iteration 114Q: 3 clusters Score -2.861496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 219992 members 
Entering Unmasked Estep 
Score: -28614932.000000 Penalty: 6106.784668
	Iteration 115Q: 3 clusters Score -2.861493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 219999 members 
Entering Unmasked Estep 
Score: -28614936.000000 Penalty: 6106.784668
	Iteration 116Q: 3 clusters Score -2.861494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 220008 members 
Entering Unmasked Estep 
Score: -28614946.000000 Penalty: 6106.784668
	Iteration 117Q: 3 clusters Score -2.861495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 220019 members 
Entering Unmasked Estep 
Score: -28614940.000000 Penalty: 6106.784668
	Iteration 118Q: 3 clusters Score -2.861494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 220025 members 
Entering Unmasked Estep 
Score: -28614918.000000 Penalty: 6106.784668
	Iteration 119Q: 3 clusters Score -2.861492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 220027 members 
Entering Unmasked Estep 
Score: -28614918.000000 Penalty: 6106.784668
	Iteration 120F: 3 clusters Score -2.861492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 220030 members 
Entering Unmasked Estep 
Score: -28614944.000000 Penalty: 6106.784668
	Iteration 121Q: 3 clusters Score -2.861494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 220036 members 
Entering Unmasked Estep 
Score: -28614936.000000 Penalty: 6106.784668
	Iteration 122Q: 3 clusters Score -2.861494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 220041 members 
Entering Unmasked Estep 
Score: -28614924.000000 Penalty: 6106.784668
	Iteration 123Q: 3 clusters Score -2.861492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -28614928.000000 Penalty: 6106.784668
	Iteration 124Q: 3 clusters Score -2.861493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 220050 members 
Entering Unmasked Estep 
Score: -28614934.000000 Penalty: 6106.784668
	Iteration 125Q: 3 clusters Score -2.861493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 220052 members 
Entering Unmasked Estep 
Score: -28614930.000000 Penalty: 6106.784668
	Iteration 126Q: 3 clusters Score -2.861493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 220056 members 
Entering Unmasked Estep 
Score: -28614926.000000 Penalty: 6106.784668
	Iteration 127Q: 3 clusters Score -2.861493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 220060 members 
Entering Unmasked Estep 
Score: -28614936.000000 Penalty: 6106.784668
	Iteration 128Q: 3 clusters Score -2.861494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 220061 members 
Entering Unmasked Estep 
Score: -28614916.000000 Penalty: 6106.784668
	Iteration 129Q: 3 clusters Score -2.861492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 220062 members 
Entering Unmasked Estep 
Score: -28614920.000000 Penalty: 6106.784668
	Iteration 130Q: 3 clusters Score -2.861492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 220065 members 
Entering Unmasked Estep 
Score: -28614924.000000 Penalty: 6106.784668
	Iteration 131Q: 3 clusters Score -2.861492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 220068 members 
Entering Unmasked Estep 
Score: -28614902.000000 Penalty: 6106.784668
	Iteration 132Q: 3 clusters Score -2.86149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 220073 members 
Entering Unmasked Estep 
Score: -28614936.000000 Penalty: 6106.784668
	Iteration 133Q: 3 clusters Score -2.861494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 220076 members 
Entering Unmasked Estep 
Score: -28614912.000000 Penalty: 6106.784668
	Iteration 134Q: 3 clusters Score -2.861491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 220084 members 
Entering Unmasked Estep 
Score: -28614936.000000 Penalty: 6106.784668
	Iteration 135Q: 3 clusters Score -2.861494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 220093 members 
Entering Unmasked Estep 
Score: -28614916.000000 Penalty: 6106.784668
	Iteration 136Q: 3 clusters Score -2.861492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 220099 members 
Entering Unmasked Estep 
Score: -28614904.000000 Penalty: 6106.784668
	Iteration 137Q: 3 clusters Score -2.86149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 220106 members 
Entering Unmasked Estep 
Score: -28614924.000000 Penalty: 6106.784668
	Iteration 138Q: 3 clusters Score -2.861492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 220111 members 
Entering Unmasked Estep 
Score: -28614924.000000 Penalty: 6106.784668
	Iteration 139Q: 3 clusters Score -2.861492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 220113 members 
Entering Unmasked Estep 
Score: -28614920.000000 Penalty: 6106.784668
	Iteration 140F: 3 clusters Score -2.861492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 220116 members 
Entering Unmasked Estep 
Score: -28614918.000000 Penalty: 6106.784668
	Iteration 141Q: 3 clusters Score -2.861492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 220121 members 
Entering Unmasked Estep 
Score: -28614922.000000 Penalty: 6106.784668
	Iteration 142Q: 3 clusters Score -2.861492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 220125 members 
Entering Unmasked Estep 
Score: -28614928.000000 Penalty: 6106.784668
	Iteration 143Q: 3 clusters Score -2.861493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 220127 members 
Entering Unmasked Estep 
Score: -28614914.000000 Penalty: 6106.784668
	Iteration 144Q: 3 clusters Score -2.861491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 220129 members 
Entering Unmasked Estep 
Score: -28614912.000000 Penalty: 6106.784668
	Iteration 145Q: 3 clusters Score -2.861491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 220130 members 
Entering Unmasked Estep 
Score: -28614912.000000 Penalty: 6106.784668
	Iteration 146Q: 3 clusters Score -2.861491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 220132 members 
Entering Unmasked Estep 
Score: -28614932.000000 Penalty: 6106.784668
	Iteration 147Q: 3 clusters Score -2.861493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 220133 members 
Entering Unmasked Estep 
Score: -28614932.000000 Penalty: 6106.784668
	Iteration 148Q: 3 clusters Score -2.861493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 220135 members 
Entering Unmasked Estep 
Score: -28614926.000000 Penalty: 6106.784668
	Iteration 149Q: 3 clusters Score -2.861493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 220137 members 
Entering Unmasked Estep 
Score: -28614934.000000 Penalty: 6106.784668
	Iteration 150Q: 3 clusters Score -2.861493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 220139 members 
Entering Unmasked Estep 
Score: -28614914.000000 Penalty: 6106.784668
	Iteration 151Q: 3 clusters Score -2.861491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 220140 members 
Entering Unmasked Estep 
Score: -28614918.000000 Penalty: 6106.784668
	Iteration 152Q: 3 clusters Score -2.861492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 220142 members 
Entering Unmasked Estep 
Score: -28614904.000000 Penalty: 6106.784668
	Iteration 153Q: 3 clusters Score -2.86149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 220142 members 
Entering Unmasked Estep 
Score: -28614904.000000 Penalty: 6106.784668
	Iteration 154F: 3 clusters Score -2.86149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Entering Unmasked Estep 
Score: -1970871.000000 Penalty: 2386.038818
	Iteration 0F: 2 clusters Score -1970871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1960006.500000 Penalty: 4772.077637
	Iteration 0F: 3 clusters Score -1960006 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1963639.750000 Penalty: 4772.077637
	Iteration 1F: 3 clusters Score -1963640 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1964150.250000 Penalty: 4772.077637
	Iteration 2F: 3 clusters Score -1964150 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1964671.625000 Penalty: 4772.077637
	Iteration 3F: 3 clusters Score -1964672 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1965176.375000 Penalty: 4772.077637
	Iteration 4F: 3 clusters Score -1965176 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1965696.500000 Penalty: 4772.077637
	Iteration 5F: 3 clusters Score -1965696 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1966162.500000 Penalty: 4772.077637
	Iteration 6F: 3 clusters Score -1966162 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1966577.375000 Penalty: 4772.077637
	Iteration 7Q: 3 clusters Score -1966577 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1966981.750000 Penalty: 4772.077637
	Iteration 8Q: 3 clusters Score -1966982 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1967368.125000 Penalty: 4772.077637
	Iteration 9Q: 3 clusters Score -1967368 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1967719.750000 Penalty: 4772.077637
	Iteration 10Q: 3 clusters Score -1967720 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1968002.625000 Penalty: 4772.077637
	Iteration 11Q: 3 clusters Score -1968003 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1968202.500000 Penalty: 4772.077637
	Iteration 12Q: 3 clusters Score -1968202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1968318.250000 Penalty: 4772.077637
	Iteration 13Q: 3 clusters Score -1968318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1968409.000000 Penalty: 4772.077637
	Iteration 14Q: 3 clusters Score -1968409 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1968467.500000 Penalty: 4772.077637
	Iteration 15Q: 3 clusters Score -1968468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1968531.250000 Penalty: 4772.077637
	Iteration 16Q: 3 clusters Score -1968531 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1968588.250000 Penalty: 4772.077637
	Iteration 17Q: 3 clusters Score -1968588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1968646.125000 Penalty: 4772.077637
	Iteration 18Q: 3 clusters Score -1968646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1968673.625000 Penalty: 4772.077637
	Iteration 19Q: 3 clusters Score -1968674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1968699.500000 Penalty: 4772.077637
	Iteration 20F: 3 clusters Score -1968700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1968725.250000 Penalty: 4772.077637
	Iteration 21Q: 3 clusters Score -1968725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1968746.000000 Penalty: 4772.077637
	Iteration 22Q: 3 clusters Score -1968746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1968767.750000 Penalty: 4772.077637
	Iteration 23Q: 3 clusters Score -1968768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1968795.375000 Penalty: 4772.077637
	Iteration 24Q: 3 clusters Score -1968795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1968823.750000 Penalty: 4772.077637
	Iteration 25Q: 3 clusters Score -1968824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1968846.375000 Penalty: 4772.077637
	Iteration 26Q: 3 clusters Score -1968846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1968858.750000 Penalty: 4772.077637
	Iteration 27Q: 3 clusters Score -1968859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1968876.500000 Penalty: 4772.077637
	Iteration 28Q: 3 clusters Score -1968876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1968888.375000 Penalty: 4772.077637
	Iteration 29Q: 3 clusters Score -1968888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1968894.375000 Penalty: 4772.077637
	Iteration 30Q: 3 clusters Score -1968894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1968905.875000 Penalty: 4772.077637
	Iteration 31Q: 3 clusters Score -1968906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1968927.500000 Penalty: 4772.077637
	Iteration 32Q: 3 clusters Score -1968928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1968936.875000 Penalty: 4772.077637
	Iteration 33Q: 3 clusters Score -1968937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1968945.500000 Penalty: 4772.077637
	Iteration 34Q: 3 clusters Score -1968946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1968955.250000 Penalty: 4772.077637
	Iteration 35Q: 3 clusters Score -1968955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1968964.125000 Penalty: 4772.077637
	Iteration 36Q: 3 clusters Score -1968964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1968966.750000 Penalty: 4772.077637
	Iteration 37Q: 3 clusters Score -1968967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1968977.375000 Penalty: 4772.077637
	Iteration 38Q: 3 clusters Score -1968977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1968984.375000 Penalty: 4772.077637
	Iteration 39Q: 3 clusters Score -1968984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1968986.625000 Penalty: 4772.077637
	Iteration 40F: 3 clusters Score -1968987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1968996.875000 Penalty: 4772.077637
	Iteration 41Q: 3 clusters Score -1968997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1968997.500000 Penalty: 4772.077637
	Iteration 42Q: 3 clusters Score -1968998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1969004.625000 Penalty: 4772.077637
	Iteration 43Q: 3 clusters Score -1969005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1969010.000000 Penalty: 4772.077637
	Iteration 44Q: 3 clusters Score -1969010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1969014.375000 Penalty: 4772.077637
	Iteration 45Q: 3 clusters Score -1969014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1969017.500000 Penalty: 4772.077637
	Iteration 46Q: 3 clusters Score -1969018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1969017.125000 Penalty: 4772.077637
	Iteration 47Q: 3 clusters Score -1969017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1969015.500000 Penalty: 4772.077637
	Iteration 48Q: 3 clusters Score -1969016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1969018.750000 Penalty: 4772.077637
	Iteration 49Q: 3 clusters Score -1969019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1969018.250000 Penalty: 4772.077637
	Iteration 50Q: 3 clusters Score -1969018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1969020.125000 Penalty: 4772.077637
	Iteration 51Q: 3 clusters Score -1969020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1969021.250000 Penalty: 4772.077637
	Iteration 52Q: 3 clusters Score -1969021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1969023.125000 Penalty: 4772.077637
	Iteration 53Q: 3 clusters Score -1969023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1969022.125000 Penalty: 4772.077637
	Iteration 54Q: 3 clusters Score -1969022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1969022.125000 Penalty: 4772.077637
	Iteration 55F: 3 clusters Score -1969022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -325585.781250 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -325585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -322807.187500 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -322807.2 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -330474.437500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -330474.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -332626.750000 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -332626.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -333532.593750 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -333532.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -334175.093750 Penalty: 4007.183350
	Iteration 4Q: 3 clusters Score -334175.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334349.375000 Penalty: 4007.183350
	Iteration 5Q: 3 clusters Score -334349.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -334463.156250 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -334463.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -334606.000000 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -334606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -334749.687500 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -334749.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -334839.187500 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -334839.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -334926.937500 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -334926.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -335101.812500 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -335101.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -335296.781250 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -335296.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -335423.343750 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -335423.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -335509.937500 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -335509.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -335633.000000 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -335633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -335902.718750 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -335902.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -336662.718750 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -336662.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338243.843750 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -338243.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -339461.187500 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -339461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -339505.093750 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -339505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -339592.093750 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -339592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -339635.406250 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -339635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339667.343750 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -339667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -339706.875000 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -339706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -339722.218750 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -339722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -339726.625000 Penalty: 4007.183350
	Iteration 26Q: 3 clusters Score -339726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -339727.656250 Penalty: 4007.183350
	Iteration 27Q: 3 clusters Score -339727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -339740.218750 Penalty: 4007.183350
	Iteration 28F: 3 clusters Score -339740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -339773.687500 Penalty: 4007.183350
	Iteration 29Q: 3 clusters Score -339773.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -339818.156250 Penalty: 4007.183350
	Iteration 30Q: 3 clusters Score -339818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -339870.781250 Penalty: 4007.183350
	Iteration 31Q: 3 clusters Score -339870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -339903.906250 Penalty: 4007.183350
	Iteration 32Q: 3 clusters Score -339903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -339929.093750 Penalty: 4007.183350
	Iteration 33Q: 3 clusters Score -339929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -339955.968750 Penalty: 4007.183350
	Iteration 34Q: 3 clusters Score -339956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -339963.968750 Penalty: 4007.183350
	Iteration 35Q: 3 clusters Score -339964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -340102.343750 Penalty: 4007.183350
	Iteration 36F: 3 clusters Score -340102.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -341211.656250 Penalty: 4007.183350
	Iteration 37Q: 3 clusters Score -341211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -341757.781250 Penalty: 4007.183350
	Iteration 38Q: 3 clusters Score -341757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -341760.062500 Penalty: 4007.183350
	Iteration 39Q: 3 clusters Score -341760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -341760.062500 Penalty: 4007.183350
	Iteration 40F: 3 clusters Score -341760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49138 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 117286 members 
Mstep: Class 6 contains 154123 members 
Mstep: Class 7 contains 151459 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 45891 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 109925 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 177535 members 
Mstep: Class 21 contains 222363 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 1688 members 
Entering Unmasked Estep 
Score: -138518816.000000 Penalty: 68962.648438
Splitting cluster 23 changes total score from -138502864.000000 to -138518816.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 3 contains 49138 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 117286 members 
Mstep: Class 6 contains 154123 members 
Mstep: Class 7 contains 151459 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 45891 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 109925 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 177535 members 
Mstep: Class 21 contains 222363 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138519936.000000 Penalty: 68962.648438
Iteration 39Q: 21 clusters Score -1.385199e+08 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49251 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 120006 members 
Mstep: Class 6 contains 157182 members 
Mstep: Class 7 contains 148124 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 12 contains 13521 members 
Mstep: Class 13 contains 46635 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 108987 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 176654 members 
Mstep: Class 21 contains 220869 members 
Mstep: Class 22 contains 15059 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138524864.000000 Penalty: 68962.648438
Iteration 40F: 21 clusters Score -1.385249e+08 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49357 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 122626 members 
Mstep: Class 6 contains 160060 members 
Mstep: Class 7 contains 144565 members 
Mstep: Class 9 contains 9303 members 
Mstep: Class 12 contains 13394 members 
Mstep: Class 13 contains 47112 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 7359 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 107985 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 175602 members 
Mstep: Class 21 contains 219742 members 
Mstep: Class 22 contains 15134 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138528400.000000 Penalty: 68962.648438
Iteration 41Q: 21 clusters Score -1.385284e+08 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49487 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 125223 members 
Mstep: Class 6 contains 162715 members 
Mstep: Class 7 contains 140883 members 
Mstep: Class 9 contains 9303 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 47559 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 107038 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 174427 members 
Mstep: Class 21 contains 219177 members 
Mstep: Class 22 contains 15286 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138530736.000000 Penalty: 68962.648438
Iteration 42Q: 21 clusters Score -1.385307e+08 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49599 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 127821 members 
Mstep: Class 6 contains 165013 members 
Mstep: Class 7 contains 137146 members 
Mstep: Class 9 contains 9303 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 47942 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 7733 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 106132 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 173359 members 
Mstep: Class 21 contains 218999 members 
Mstep: Class 22 contains 15462 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138532656.000000 Penalty: 68962.648438
Iteration 43Q: 21 clusters Score -1.385327e+08 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49714 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 130462 members 
Mstep: Class 6 contains 166983 members 
Mstep: Class 7 contains 133523 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 12 contains 13046 members 
Mstep: Class 13 contains 48301 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 5003 members 
Mstep: Class 18 contains 105263 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 172316 members 
Mstep: Class 21 contains 218979 members 
Mstep: Class 22 contains 15682 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -1.385338e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49829 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 133114 members 
Mstep: Class 6 contains 168770 members 
Mstep: Class 7 contains 129849 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 12 contains 12940 members 
Mstep: Class 13 contains 48604 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 4875 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 104355 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 171362 members 
Mstep: Class 21 contains 219127 members 
Mstep: Class 22 contains 15937 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.385349e+08 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 49937 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 135779 members 
Mstep: Class 6 contains 170325 members 
Mstep: Class 7 contains 126274 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 48858 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 16 contains 5151 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 103516 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 170485 members 
Mstep: Class 21 contains 219320 members 
Mstep: Class 22 contains 16224 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.385365e+08 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50043 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 138468 members 
Mstep: Class 6 contains 171732 members 
Mstep: Class 7 contains 122759 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 12 contains 12764 members 
Mstep: Class 13 contains 49106 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 16 contains 5424 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 102645 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 169646 members 
Mstep: Class 21 contains 219524 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.385379e+08 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50163 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 141210 members 
Mstep: Class 6 contains 173062 members 
Mstep: Class 7 contains 119209 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 12 contains 12693 members 
Mstep: Class 13 contains 49330 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 8817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 101783 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 168896 members 
Mstep: Class 21 contains 219672 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.385395e+08 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50260 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 143917 members 
Mstep: Class 6 contains 174250 members 
Mstep: Class 7 contains 115687 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 13 contains 49536 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 5881 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 100977 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 168190 members 
Mstep: Class 21 contains 219791 members 
Mstep: Class 22 contains 17235 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.385412e+08 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50330 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 146586 members 
Mstep: Class 6 contains 175223 members 
Mstep: Class 7 contains 112344 members 
Mstep: Class 9 contains 9250 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 49709 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 100208 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 167535 members 
Mstep: Class 21 contains 219951 members 
Mstep: Class 22 contains 17594 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Score: -138542432.000000 Penalty: 68962.648438
Iteration 50Q: 21 clusters Score -1.385424e+08 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50421 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 149160 members 
Mstep: Class 6 contains 176067 members 
Mstep: Class 7 contains 109077 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 49866 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 99447 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 167026 members 
Mstep: Class 21 contains 220087 members 
Mstep: Class 22 contains 18002 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.385432e+08 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50516 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 151635 members 
Mstep: Class 6 contains 176826 members 
Mstep: Class 7 contains 105857 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 12 contains 12410 members 
Mstep: Class 13 contains 50008 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 98720 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 166553 members 
Mstep: Class 21 contains 220305 members 
Mstep: Class 22 contains 18413 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.385434e+08 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50603 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 154030 members 
Mstep: Class 6 contains 177404 members 
Mstep: Class 7 contains 102715 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 12 contains 12333 members 
Mstep: Class 13 contains 50117 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 10313 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 98046 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 166180 members 
Mstep: Class 21 contains 220527 members 
Mstep: Class 22 contains 18853 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.385445e+08 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 50682 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 156371 members 
Mstep: Class 6 contains 177920 members 
Mstep: Class 7 contains 99597 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 12 contains 12255 members 
Mstep: Class 13 contains 50212 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 97338 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 165968 members 
Mstep: Class 21 contains 220755 members 
Mstep: Class 22 contains 19326 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.385456e+08 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 50788 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 158703 members 
Mstep: Class 6 contains 178330 members 
Mstep: Class 7 contains 96678 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 50308 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 10946 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 96668 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 165733 members 
Mstep: Class 21 contains 220824 members 
Mstep: Class 22 contains 19813 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.385459e+08 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 50889 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 161099 members 
Mstep: Class 6 contains 178677 members 
Mstep: Class 7 contains 93708 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 12 contains 12036 members 
Mstep: Class 13 contains 50405 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 11285 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 96036 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 165562 members 
Mstep: Class 21 contains 220900 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.385462e+08 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51013 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 163384 members 
Mstep: Class 6 contains 178929 members 
Mstep: Class 7 contains 90866 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 13 contains 50482 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 95478 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 165407 members 
Mstep: Class 21 contains 220994 members 
Mstep: Class 22 contains 20746 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.385469e+08 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51153 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 165785 members 
Mstep: Class 6 contains 179084 members 
Mstep: Class 7 contains 88108 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 50574 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 3687 members 
Mstep: Class 18 contains 94935 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 165251 members 
Mstep: Class 21 contains 221017 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.385474e+08 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51300 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 168289 members 
Mstep: Class 6 contains 179161 members 
Mstep: Class 7 contains 85376 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 50644 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 12178 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 94429 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 165008 members 
Mstep: Class 21 contains 221113 members 
Mstep: Class 22 contains 21557 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.385481e+08 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51473 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 170773 members 
Mstep: Class 6 contains 179131 members 
Mstep: Class 7 contains 82665 members 
Mstep: Class 9 contains 9222 members 
Mstep: Class 12 contains 11476 members 
Mstep: Class 13 contains 50723 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 12447 members 
Mstep: Class 16 contains 6972 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 93956 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 164783 members 
Mstep: Class 21 contains 221326 members 
Mstep: Class 22 contains 21881 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.385493e+08 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51645 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 173318 members 
Mstep: Class 6 contains 179035 members 
Mstep: Class 7 contains 80019 members 
Mstep: Class 9 contains 9174 members 
Mstep: Class 12 contains 11326 members 
Mstep: Class 13 contains 50805 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 93562 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 164265 members 
Mstep: Class 21 contains 221480 members 
Mstep: Class 22 contains 22186 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.385495e+08 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51799 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 175892 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 7 contains 77420 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 50879 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 13379 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 93166 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 163692 members 
Mstep: Class 21 contains 221623 members 
Mstep: Class 22 contains 22464 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.385507e+08 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 51979 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 178448 members 
Mstep: Class 6 contains 178879 members 
Mstep: Class 7 contains 74972 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 12 contains 11046 members 
Mstep: Class 13 contains 50923 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 13844 members 
Mstep: Class 16 contains 7338 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 92771 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 163109 members 
Mstep: Class 21 contains 221737 members 
Mstep: Class 22 contains 22706 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.385514e+08 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52173 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 180906 members 
Mstep: Class 6 contains 178844 members 
Mstep: Class 7 contains 72611 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 50973 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 18 contains 92374 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 162592 members 
Mstep: Class 21 contains 221865 members 
Mstep: Class 22 contains 22887 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.385523e+08 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52332 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 183393 members 
Mstep: Class 6 contains 178759 members 
Mstep: Class 7 contains 70406 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 12 contains 10747 members 
Mstep: Class 13 contains 51025 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 14653 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 92012 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 162066 members 
Mstep: Class 21 contains 221879 members 
Mstep: Class 22 contains 23019 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.385528e+08 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52486 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 185877 members 
Mstep: Class 6 contains 178594 members 
Mstep: Class 7 contains 68247 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 51071 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 91700 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 161476 members 
Mstep: Class 21 contains 221981 members 
Mstep: Class 22 contains 23118 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.385534e+08 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52624 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 188284 members 
Mstep: Class 6 contains 178387 members 
Mstep: Class 7 contains 66201 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 51105 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 15504 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 91438 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 160843 members 
Mstep: Class 21 contains 222095 members 
Mstep: Class 22 contains 23193 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.385545e+08 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52746 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 190634 members 
Mstep: Class 6 contains 178257 members 
Mstep: Class 7 contains 64287 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 12 contains 10362 members 
Mstep: Class 13 contains 51131 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 91161 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 160139 members 
Mstep: Class 21 contains 222218 members 
Mstep: Class 22 contains 23230 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.38555e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 52903 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 192897 members 
Mstep: Class 6 contains 178159 members 
Mstep: Class 7 contains 62518 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 51181 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 16289 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 90890 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 159404 members 
Mstep: Class 21 contains 222352 members 
Mstep: Class 22 contains 23253 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555248.000000 Penalty: 68962.648438
Iteration 69Q: 21 clusters Score -1.385552e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53068 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 195081 members 
Mstep: Class 6 contains 178066 members 
Mstep: Class 7 contains 60888 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 51229 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 16611 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 90640 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 158562 members 
Mstep: Class 21 contains 222544 members 
Mstep: Class 22 contains 23274 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555536.000000 Penalty: 68962.648438
Iteration 70Q: 21 clusters Score -1.385555e+08 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53233 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 197287 members 
Mstep: Class 6 contains 177936 members 
Mstep: Class 7 contains 59352 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 12 contains 9900 members 
Mstep: Class 13 contains 51279 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 90426 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 157703 members 
Mstep: Class 21 contains 222687 members 
Mstep: Class 22 contains 23273 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555136.000000 Penalty: 68962.648438
Iteration 71Q: 21 clusters Score -1.385551e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53399 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 199462 members 
Mstep: Class 6 contains 177822 members 
Mstep: Class 7 contains 57930 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 51344 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 17186 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 90247 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 156811 members 
Mstep: Class 21 contains 222787 members 
Mstep: Class 22 contains 23245 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555072.000000 Penalty: 68962.648438
Iteration 72Q: 21 clusters Score -1.385551e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53556 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 201507 members 
Mstep: Class 6 contains 177635 members 
Mstep: Class 7 contains 56596 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 12 contains 9582 members 
Mstep: Class 13 contains 51421 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 17432 members 
Mstep: Class 16 contains 7705 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 90110 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 156097 members 
Mstep: Class 21 contains 222805 members 
Mstep: Class 22 contains 23199 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554960.000000 Penalty: 68962.648438
Iteration 73Q: 21 clusters Score -1.38555e+08 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53705 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 203405 members 
Mstep: Class 6 contains 177400 members 
Mstep: Class 7 contains 55408 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 12 contains 9432 members 
Mstep: Class 13 contains 51508 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 89995 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 155517 members 
Mstep: Class 21 contains 222729 members 
Mstep: Class 22 contains 23141 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554896.000000 Penalty: 68962.648438
Iteration 74Q: 21 clusters Score -1.385549e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 53868 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 205195 members 
Mstep: Class 6 contains 177165 members 
Mstep: Class 7 contains 54351 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 13 contains 51599 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 17868 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 89868 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 155015 members 
Mstep: Class 21 contains 222586 members 
Mstep: Class 22 contains 23081 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554272.000000 Penalty: 68962.648438
Iteration 75Q: 21 clusters Score -1.385543e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 54021 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 206798 members 
Mstep: Class 6 contains 177015 members 
Mstep: Class 7 contains 53392 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 12 contains 9158 members 
Mstep: Class 13 contains 51683 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18046 members 
Mstep: Class 16 contains 7701 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 89739 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 154491 members 
Mstep: Class 21 contains 222530 members 
Mstep: Class 22 contains 23001 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553376.000000 Penalty: 68962.648438
Iteration 76Q: 21 clusters Score -1.385534e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 54173 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 208019 members 
Mstep: Class 6 contains 176938 members 
Mstep: Class 7 contains 52548 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 51771 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18210 members 
Mstep: Class 16 contains 7696 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 89627 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 154046 members 
Mstep: Class 21 contains 222572 members 
Mstep: Class 22 contains 22929 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138552800.000000 Penalty: 68962.648438
Iteration 77Q: 21 clusters Score -1.385528e+08 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 54302 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 208720 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 51828 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 12 contains 8886 members 
Mstep: Class 13 contains 51869 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18366 members 
Mstep: Class 16 contains 7701 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 89508 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 153739 members 
Mstep: Class 21 contains 222735 members 
Mstep: Class 22 contains 22871 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138552192.000000 Penalty: 68962.648438
Iteration 78Q: 21 clusters Score -1.385522e+08 nChanged 4789
Entering ConstructFrom: 
Score: -138552192.000000 Penalty: 68962.648438
Entering ConstructFrom: 
Trying to split cluster 1 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -344030.187500 Penalty: 1969.882080
	Iteration 0F: 2 clusters Score -344030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -340893.593750 Penalty: 3939.764160
	Iteration 0F: 3 clusters Score -340893.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -341508.781250 Penalty: 3939.764160
	Iteration 1F: 3 clusters Score -341508.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -341674.937500 Penalty: 3939.764160
	Iteration 2F: 3 clusters Score -341674.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -341776.375000 Penalty: 3939.764160
	Iteration 3Q: 3 clusters Score -341776.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -341836.781250 Penalty: 3939.764160
	Iteration 4Q: 3 clusters Score -341836.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -341909.562500 Penalty: 3939.764160
	Iteration 5Q: 3 clusters Score -341909.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -341963.656250 Penalty: 3939.764160
	Iteration 6Q: 3 clusters Score -341963.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -342016.593750 Penalty: 3939.764160
	Iteration 7Q: 3 clusters Score -342016.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -342068.125000 Penalty: 3939.764160
	Iteration 8Q: 3 clusters Score -342068.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -342117.718750 Penalty: 3939.764160
	Iteration 9Q: 3 clusters Score -342117.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -342164.750000 Penalty: 3939.764160
	Iteration 10Q: 3 clusters Score -342164.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -342210.312500 Penalty: 3939.764160
	Iteration 11Q: 3 clusters Score -342210.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -342241.781250 Penalty: 3939.764160
	Iteration 12Q: 3 clusters Score -342241.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -342280.875000 Penalty: 3939.764160
	Iteration 13Q: 3 clusters Score -342280.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -342323.250000 Penalty: 3939.764160
	Iteration 14Q: 3 clusters Score -342323.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -342369.250000 Penalty: 3939.764160
	Iteration 15Q: 3 clusters Score -342369.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -342403.062500 Penalty: 3939.764160
	Iteration 16Q: 3 clusters Score -342403.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -342420.968750 Penalty: 3939.764160
	Iteration 17Q: 3 clusters Score -342421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -342433.250000 Penalty: 3939.764160
	Iteration 18Q: 3 clusters Score -342433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -342441.781250 Penalty: 3939.764160
	Iteration 19Q: 3 clusters Score -342441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -342449.937500 Penalty: 3939.764160
	Iteration 20F: 3 clusters Score -342449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -342454.593750 Penalty: 3939.764160
	Iteration 21Q: 3 clusters Score -342454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -342460.687500 Penalty: 3939.764160
	Iteration 22Q: 3 clusters Score -342460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -342467.625000 Penalty: 3939.764160
	Iteration 23Q: 3 clusters Score -342467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -342474.406250 Penalty: 3939.764160
	Iteration 24Q: 3 clusters Score -342474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -342478.062500 Penalty: 3939.764160
	Iteration 25Q: 3 clusters Score -342478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -342482.625000 Penalty: 3939.764160
	Iteration 26Q: 3 clusters Score -342482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -342487.156250 Penalty: 3939.764160
	Iteration 27Q: 3 clusters Score -342487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -342491.875000 Penalty: 3939.764160
	Iteration 28Q: 3 clusters Score -342491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -342495.875000 Penalty: 3939.764160
	Iteration 29Q: 3 clusters Score -342495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -342499.406250 Penalty: 3939.764160
	Iteration 30Q: 3 clusters Score -342499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -342500.843750 Penalty: 3939.764160
	Iteration 31Q: 3 clusters Score -342500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -342504.656250 Penalty: 3939.764160
	Iteration 32Q: 3 clusters Score -342504.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -342509.750000 Penalty: 3939.764160
	Iteration 33Q: 3 clusters Score -342509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -342514.656250 Penalty: 3939.764160
	Iteration 34Q: 3 clusters Score -342514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -342520.625000 Penalty: 3939.764160
	Iteration 35Q: 3 clusters Score -342520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -342525.906250 Penalty: 3939.764160
	Iteration 36Q: 3 clusters Score -342525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -342530.062500 Penalty: 3939.764160
	Iteration 37Q: 3 clusters Score -342530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -342536.625000 Penalty: 3939.764160
	Iteration 38Q: 3 clusters Score -342536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -342547.281250 Penalty: 3939.764160
	Iteration 39Q: 3 clusters Score -342547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -342558.656250 Penalty: 3939.764160
	Iteration 40F: 3 clusters Score -342558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -342565.875000 Penalty: 3939.764160
	Iteration 41Q: 3 clusters Score -342565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -342572.093750 Penalty: 3939.764160
	Iteration 42Q: 3 clusters Score -342572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -342574.437500 Penalty: 3939.764160
	Iteration 43Q: 3 clusters Score -342574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -342577.593750 Penalty: 3939.764160
	Iteration 44Q: 3 clusters Score -342577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -342582.218750 Penalty: 3939.764160
	Iteration 45Q: 3 clusters Score -342582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -342587.187500 Penalty: 3939.764160
	Iteration 46Q: 3 clusters Score -342587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -342589.875000 Penalty: 3939.764160
	Iteration 47Q: 3 clusters Score -342589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -342594.375000 Penalty: 3939.764160
	Iteration 48Q: 3 clusters Score -342594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -342596.156250 Penalty: 3939.764160
	Iteration 49Q: 3 clusters Score -342596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -342597.250000 Penalty: 3939.764160
	Iteration 50Q: 3 clusters Score -342597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -342599.781250 Penalty: 3939.764160
	Iteration 51Q: 3 clusters Score -342599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -342601.343750 Penalty: 3939.764160
	Iteration 52Q: 3 clusters Score -342601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -342602.156250 Penalty: 3939.764160
	Iteration 53Q: 3 clusters Score -342602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -342603.156250 Penalty: 3939.764160
	Iteration 54Q: 3 clusters Score -342603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -342603.156250 Penalty: 3939.764160
	Iteration 55F: 3 clusters Score -342603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -162399.218750 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -162399.2 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 775 members 
Entering Unmasked Estep 
Score: -160249.828125 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -160249.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161790.187500 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -161790.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163538.484375 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -163538.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164317.718750 Penalty: 3640.088623
	Iteration 3F: 3 clusters Score -164317.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -164755.140625 Penalty: 3640.088623
	Iteration 4F: 3 clusters Score -164755.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -165131.718750 Penalty: 3640.088623
	Iteration 5Q: 3 clusters Score -165131.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -165291.890625 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -165291.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -165458.234375 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -165458.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -165767.359375 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -165767.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166226.078125 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -166226.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166854.796875 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -166854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166915.187500 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -166915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166954.437500 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -166954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167049.765625 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -167049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167128.281250 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -167128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167139.093750 Penalty: 3640.088623
	Iteration 15Q: 3 clusters Score -167139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167149.250000 Penalty: 3640.088623
	Iteration 16Q: 3 clusters Score -167149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -167159.000000 Penalty: 3640.088623
	Iteration 17Q: 3 clusters Score -167159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -167213.671875 Penalty: 3640.088623
	Iteration 18F: 3 clusters Score -167213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167238.593750 Penalty: 3640.088623
	Iteration 19Q: 3 clusters Score -167238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167238.593750 Penalty: 3640.088623
	Iteration 20F: 3 clusters Score -167238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 209013 members 
Mstep: Class 6 contains 177175 members 
Mstep: Class 7 contains 51213 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 51952 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 89379 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 223012 members 
Mstep: Class 22 contains 22845 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
Score: -138554544.000000 Penalty: 72410.773438
Splitting cluster 2 changes total score from -138552192.000000 to -138554544.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (54433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Entering Unmasked Estep 
Score: -7054421.500000 Penalty: 2704.372070
	Iteration 0F: 2 clusters Score -7054422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -7017526.000000 Penalty: 5408.744141
	Iteration 0F: 3 clusters Score -7017526 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7031684.000000 Penalty: 5408.744141
	Iteration 1F: 3 clusters Score -7031684 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -7032137.500000 Penalty: 5408.744141
	Iteration 2Q: 3 clusters Score -7032138 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -7032541.500000 Penalty: 5408.744141
	Iteration 3Q: 3 clusters Score -7032542 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -7032904.000000 Penalty: 5408.744141
	Iteration 4Q: 3 clusters Score -7032904 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -7033237.500000 Penalty: 5408.744141
	Iteration 5Q: 3 clusters Score -7033238 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -7033634.500000 Penalty: 5408.744141
	Iteration 6Q: 3 clusters Score -7033634 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7034183.500000 Penalty: 5408.744141
	Iteration 7Q: 3 clusters Score -7034184 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -7034876.000000 Penalty: 5408.744141
	Iteration 8Q: 3 clusters Score -7034876 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7036038.500000 Penalty: 5408.744141
	Iteration 9Q: 3 clusters Score -7036038 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -7037689.000000 Penalty: 5408.744141
	Iteration 10F: 3 clusters Score -7037689 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7040006.500000 Penalty: 5408.744141
	Iteration 11F: 3 clusters Score -7040006 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -7042694.000000 Penalty: 5408.744141
	Iteration 12F: 3 clusters Score -7042694 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -7045468.500000 Penalty: 5408.744141
	Iteration 13F: 3 clusters Score -7045468 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -7047769.000000 Penalty: 5408.744141
	Iteration 14Q: 3 clusters Score -7047769 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -7049443.500000 Penalty: 5408.744141
	Iteration 15Q: 3 clusters Score -7049444 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -7050467.000000 Penalty: 5408.744141
	Iteration 16Q: 3 clusters Score -7050467 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7051044.000000 Penalty: 5408.744141
	Iteration 17Q: 3 clusters Score -7051044 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7051346.000000 Penalty: 5408.744141
	Iteration 18Q: 3 clusters Score -7051346 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7051546.500000 Penalty: 5408.744141
	Iteration 19Q: 3 clusters Score -7051546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7051676.500000 Penalty: 5408.744141
	Iteration 20F: 3 clusters Score -7051676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -7051740.500000 Penalty: 5408.744141
	Iteration 21Q: 3 clusters Score -7051740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7051781.000000 Penalty: 5408.744141
	Iteration 22Q: 3 clusters Score -7051781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7051825.500000 Penalty: 5408.744141
	Iteration 23Q: 3 clusters Score -7051826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -7051872.000000 Penalty: 5408.744141
	Iteration 24Q: 3 clusters Score -7051872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7051900.500000 Penalty: 5408.744141
	Iteration 25Q: 3 clusters Score -7051900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7051925.500000 Penalty: 5408.744141
	Iteration 26Q: 3 clusters Score -7051926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -7051958.000000 Penalty: 5408.744141
	Iteration 27Q: 3 clusters Score -7051958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -7051976.500000 Penalty: 5408.744141
	Iteration 28Q: 3 clusters Score -7051976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -7052002.000000 Penalty: 5408.744141
	Iteration 29Q: 3 clusters Score -7052002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -7052031.000000 Penalty: 5408.744141
	Iteration 30Q: 3 clusters Score -7052031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7052037.500000 Penalty: 5408.744141
	Iteration 31Q: 3 clusters Score -7052038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -7052053.500000 Penalty: 5408.744141
	Iteration 32Q: 3 clusters Score -7052054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -7052049.500000 Penalty: 5408.744141
	Iteration 33Q: 3 clusters Score -7052050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -7052064.000000 Penalty: 5408.744141
	Iteration 34Q: 3 clusters Score -7052064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -7052058.500000 Penalty: 5408.744141
	Iteration 35Q: 3 clusters Score -7052058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -7052055.500000 Penalty: 5408.744141
	Iteration 36Q: 3 clusters Score -7052056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -7052059.000000 Penalty: 5408.744141
	Iteration 37Q: 3 clusters Score -7052059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7052060.000000 Penalty: 5408.744141
	Iteration 38Q: 3 clusters Score -7052060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -7052063.000000 Penalty: 5408.744141
	Iteration 39Q: 3 clusters Score -7052063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7052069.500000 Penalty: 5408.744141
	Iteration 40F: 3 clusters Score -7052070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -7052066.500000 Penalty: 5408.744141
	Iteration 41Q: 3 clusters Score -7052066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7052065.000000 Penalty: 5408.744141
	Iteration 42Q: 3 clusters Score -7052065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7052072.000000 Penalty: 5408.744141
	Iteration 43Q: 3 clusters Score -7052072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7052078.000000 Penalty: 5408.744141
	Iteration 44Q: 3 clusters Score -7052078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -7052077.000000 Penalty: 5408.744141
	Iteration 45Q: 3 clusters Score -7052077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -7052080.000000 Penalty: 5408.744141
	Iteration 46Q: 3 clusters Score -7052080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7052081.500000 Penalty: 5408.744141
	Iteration 47Q: 3 clusters Score -7052082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7052078.000000 Penalty: 5408.744141
	Iteration 48Q: 3 clusters Score -7052078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7052083.500000 Penalty: 5408.744141
	Iteration 49Q: 3 clusters Score -7052084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7052081.000000 Penalty: 5408.744141
	Iteration 50Q: 3 clusters Score -7052081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7052085.000000 Penalty: 5408.744141
	Iteration 51Q: 3 clusters Score -7052085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7052082.500000 Penalty: 5408.744141
	Iteration 52Q: 3 clusters Score -7052082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -7052083.000000 Penalty: 5408.744141
	Iteration 53Q: 3 clusters Score -7052083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7052086.000000 Penalty: 5408.744141
	Iteration 54Q: 3 clusters Score -7052086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7052087.000000 Penalty: 5408.744141
	Iteration 55Q: 3 clusters Score -7052087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7052087.000000 Penalty: 5408.744141
	Iteration 56F: 3 clusters Score -7052087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -429027.343750 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -429027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -425541.343750 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -425541.3 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -426271.875000 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -426271.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -426439.031250 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -426439 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -426523.312500 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -426523.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -426578.781250 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -426578.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -426611.656250 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -426611.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -426641.156250 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -426641.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -426669.218750 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -426669.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -426688.312500 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -426688.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -426702.250000 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -426702.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -426713.343750 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -426713.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -426728.125000 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -426728.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -426738.906250 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -426738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -426749.406250 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -426749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -426760.218750 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -426760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -426765.625000 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -426765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -426773.093750 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -426773.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -426783.062500 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -426783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -426791.562500 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -426791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -426800.031250 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -426800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -426808.875000 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -426808.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -426816.812500 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -426816.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -426826.250000 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -426826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -426833.281250 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -426833.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -426837.656250 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -426837.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -426842.812500 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -426842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -426848.031250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -426848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -426853.281250 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -426853.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -426862.781250 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -426862.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -426872.062500 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -426872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -426879.437500 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -426879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -426883.218750 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -426883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -426887.968750 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -426888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -426892.562500 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -426892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -426896.531250 Penalty: 4022.175781
	Iteration 34Q: 3 clusters Score -426896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -426898.468750 Penalty: 4022.175781
	Iteration 35Q: 3 clusters Score -426898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -426901.281250 Penalty: 4022.175781
	Iteration 36Q: 3 clusters Score -426901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -426903.093750 Penalty: 4022.175781
	Iteration 37Q: 3 clusters Score -426903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -426903.875000 Penalty: 4022.175781
	Iteration 38Q: 3 clusters Score -426903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -426905.968750 Penalty: 4022.175781
	Iteration 39Q: 3 clusters Score -426906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -426907.562500 Penalty: 4022.175781
	Iteration 40F: 3 clusters Score -426907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -426909.031250 Penalty: 4022.175781
	Iteration 41Q: 3 clusters Score -426909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -426912.093750 Penalty: 4022.175781
	Iteration 42Q: 3 clusters Score -426912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -426916.062500 Penalty: 4022.175781
	Iteration 43Q: 3 clusters Score -426916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -426917.843750 Penalty: 4022.175781
	Iteration 44Q: 3 clusters Score -426917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -426919.218750 Penalty: 4022.175781
	Iteration 45Q: 3 clusters Score -426919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -426919.218750 Penalty: 4022.175781
	Iteration 46F: 3 clusters Score -426919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (209013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209013 members 
Entering Unmasked Estep 
Score: -27002298.000000 Penalty: 3038.037598
	Iteration 0F: 2 clusters Score -2.70023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -26869666.000000 Penalty: 6076.075195
	Iteration 0F: 3 clusters Score -2.686967e+07 nChanged 100360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -26929046.000000 Penalty: 6076.075195
	Iteration 1F: 3 clusters Score -2.692905e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -26930508.000000 Penalty: 6076.075195
	Iteration 2Q: 3 clusters Score -2.693051e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -26932712.000000 Penalty: 6076.075195
	Iteration 3Q: 3 clusters Score -2.693271e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 120750 members 
Entering Unmasked Estep 
Score: -26936302.000000 Penalty: 6076.075195
	Iteration 4Q: 3 clusters Score -2.69363e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -26942316.000000 Penalty: 6076.075195
	Iteration 5F: 3 clusters Score -2.694232e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 140572 members 
Entering Unmasked Estep 
Score: -26951930.000000 Penalty: 6076.075195
	Iteration 6F: 3 clusters Score -2.695193e+07 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -26964228.000000 Penalty: 6076.075195
	Iteration 7F: 3 clusters Score -2.696423e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -26976390.000000 Penalty: 6076.075195
	Iteration 8F: 3 clusters Score -2.697639e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -26985140.000000 Penalty: 6076.075195
	Iteration 9F: 3 clusters Score -2.698514e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 178278 members 
Entering Unmasked Estep 
Score: -26989976.000000 Penalty: 6076.075195
	Iteration 10Q: 3 clusters Score -2.698998e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -26992612.000000 Penalty: 6076.075195
	Iteration 11Q: 3 clusters Score -2.699261e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -26994124.000000 Penalty: 6076.075195
	Iteration 12Q: 3 clusters Score -2.699412e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 188212 members 
Entering Unmasked Estep 
Score: -26995332.000000 Penalty: 6076.075195
	Iteration 13Q: 3 clusters Score -2.699533e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 190907 members 
Entering Unmasked Estep 
Score: -26996602.000000 Penalty: 6076.075195
	Iteration 14Q: 3 clusters Score -2.69966e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -26997548.000000 Penalty: 6076.075195
	Iteration 15Q: 3 clusters Score -2.699755e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 195592 members 
Entering Unmasked Estep 
Score: -26998464.000000 Penalty: 6076.075195
	Iteration 16Q: 3 clusters Score -2.699846e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 197543 members 
Entering Unmasked Estep 
Score: -26999298.000000 Penalty: 6076.075195
	Iteration 17Q: 3 clusters Score -2.69993e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 199220 members 
Entering Unmasked Estep 
Score: -26999924.000000 Penalty: 6076.075195
	Iteration 18Q: 3 clusters Score -2.699992e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 200646 members 
Entering Unmasked Estep 
Score: -27000360.000000 Penalty: 6076.075195
	Iteration 19Q: 3 clusters Score -2.700036e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 201840 members 
Entering Unmasked Estep 
Score: -27000662.000000 Penalty: 6076.075195
	Iteration 20F: 3 clusters Score -2.700066e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 202794 members 
Entering Unmasked Estep 
Score: -27000896.000000 Penalty: 6076.075195
	Iteration 21Q: 3 clusters Score -2.70009e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 203559 members 
Entering Unmasked Estep 
Score: -27000962.000000 Penalty: 6076.075195
	Iteration 22Q: 3 clusters Score -2.700096e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 204131 members 
Entering Unmasked Estep 
Score: -27001040.000000 Penalty: 6076.075195
	Iteration 23Q: 3 clusters Score -2.700104e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 204616 members 
Entering Unmasked Estep 
Score: -27001226.000000 Penalty: 6076.075195
	Iteration 24Q: 3 clusters Score -2.700123e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 205011 members 
Entering Unmasked Estep 
Score: -27001226.000000 Penalty: 6076.075195
	Iteration 25Q: 3 clusters Score -2.700123e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 205305 members 
Entering Unmasked Estep 
Score: -27001222.000000 Penalty: 6076.075195
	Iteration 26Q: 3 clusters Score -2.700122e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -27001236.000000 Penalty: 6076.075195
	Iteration 27Q: 3 clusters Score -2.700124e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 205745 members 
Entering Unmasked Estep 
Score: -27001208.000000 Penalty: 6076.075195
	Iteration 28Q: 3 clusters Score -2.700121e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -27001174.000000 Penalty: 6076.075195
	Iteration 29Q: 3 clusters Score -2.700117e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 206053 members 
Entering Unmasked Estep 
Score: -27001170.000000 Penalty: 6076.075195
	Iteration 30Q: 3 clusters Score -2.700117e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 206182 members 
Entering Unmasked Estep 
Score: -27001200.000000 Penalty: 6076.075195
	Iteration 31Q: 3 clusters Score -2.70012e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 206283 members 
Entering Unmasked Estep 
Score: -27001182.000000 Penalty: 6076.075195
	Iteration 32Q: 3 clusters Score -2.700118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 206372 members 
Entering Unmasked Estep 
Score: -27001172.000000 Penalty: 6076.075195
	Iteration 33Q: 3 clusters Score -2.700117e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 206452 members 
Entering Unmasked Estep 
Score: -27001166.000000 Penalty: 6076.075195
	Iteration 34Q: 3 clusters Score -2.700117e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 206527 members 
Entering Unmasked Estep 
Score: -27001156.000000 Penalty: 6076.075195
	Iteration 35Q: 3 clusters Score -2.700116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 206581 members 
Entering Unmasked Estep 
Score: -27001176.000000 Penalty: 6076.075195
	Iteration 36Q: 3 clusters Score -2.700118e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 206633 members 
Entering Unmasked Estep 
Score: -27001172.000000 Penalty: 6076.075195
	Iteration 37Q: 3 clusters Score -2.700117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 206680 members 
Entering Unmasked Estep 
Score: -27001144.000000 Penalty: 6076.075195
	Iteration 38Q: 3 clusters Score -2.700114e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -27001180.000000 Penalty: 6076.075195
	Iteration 39Q: 3 clusters Score -2.700118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 206762 members 
Entering Unmasked Estep 
Score: -27001188.000000 Penalty: 6076.075195
	Iteration 40F: 3 clusters Score -2.700119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 206801 members 
Entering Unmasked Estep 
Score: -27001200.000000 Penalty: 6076.075195
	Iteration 41Q: 3 clusters Score -2.70012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 206829 members 
Entering Unmasked Estep 
Score: -27001184.000000 Penalty: 6076.075195
	Iteration 42Q: 3 clusters Score -2.700118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 206854 members 
Entering Unmasked Estep 
Score: -27001192.000000 Penalty: 6076.075195
	Iteration 43Q: 3 clusters Score -2.700119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 206877 members 
Entering Unmasked Estep 
Score: -27001222.000000 Penalty: 6076.075195
	Iteration 44Q: 3 clusters Score -2.700122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 206898 members 
Entering Unmasked Estep 
Score: -27001224.000000 Penalty: 6076.075195
	Iteration 45Q: 3 clusters Score -2.700122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 206915 members 
Entering Unmasked Estep 
Score: -27001228.000000 Penalty: 6076.075195
	Iteration 46Q: 3 clusters Score -2.700123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 206930 members 
Entering Unmasked Estep 
Score: -27001230.000000 Penalty: 6076.075195
	Iteration 47Q: 3 clusters Score -2.700123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 206944 members 
Entering Unmasked Estep 
Score: -27001228.000000 Penalty: 6076.075195
	Iteration 48Q: 3 clusters Score -2.700123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 206953 members 
Entering Unmasked Estep 
Score: -27001236.000000 Penalty: 6076.075195
	Iteration 49Q: 3 clusters Score -2.700124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 206961 members 
Entering Unmasked Estep 
Score: -27001206.000000 Penalty: 6076.075195
	Iteration 50Q: 3 clusters Score -2.700121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 206967 members 
Entering Unmasked Estep 
Score: -27001236.000000 Penalty: 6076.075195
	Iteration 51Q: 3 clusters Score -2.700124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 206975 members 
Entering Unmasked Estep 
Score: -27001212.000000 Penalty: 6076.075195
	Iteration 52Q: 3 clusters Score -2.700121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 206982 members 
Entering Unmasked Estep 
Score: -27001218.000000 Penalty: 6076.075195
	Iteration 53Q: 3 clusters Score -2.700122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 206995 members 
Entering Unmasked Estep 
Score: -27001242.000000 Penalty: 6076.075195
	Iteration 54Q: 3 clusters Score -2.700124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 207001 members 
Entering Unmasked Estep 
Score: -27001256.000000 Penalty: 6076.075195
	Iteration 55Q: 3 clusters Score -2.700126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -27001226.000000 Penalty: 6076.075195
	Iteration 56Q: 3 clusters Score -2.700123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 207016 members 
Entering Unmasked Estep 
Score: -27001234.000000 Penalty: 6076.075195
	Iteration 57Q: 3 clusters Score -2.700123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 207023 members 
Entering Unmasked Estep 
Score: -27001220.000000 Penalty: 6076.075195
	Iteration 58Q: 3 clusters Score -2.700122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 207026 members 
Entering Unmasked Estep 
Score: -27001220.000000 Penalty: 6076.075195
	Iteration 59Q: 3 clusters Score -2.700122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 207027 members 
Entering Unmasked Estep 
Score: -27001202.000000 Penalty: 6076.075195
	Iteration 60F: 3 clusters Score -2.70012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 207028 members 
Entering Unmasked Estep 
Score: -27001216.000000 Penalty: 6076.075195
	Iteration 61Q: 3 clusters Score -2.700122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 207028 members 
Entering Unmasked Estep 
Score: -27001216.000000 Penalty: 6076.075195
	Iteration 62F: 3 clusters Score -2.700122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (177175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177175 members 
Entering Unmasked Estep 
Score: -22966020.000000 Penalty: 2997.053467
	Iteration 0F: 2 clusters Score -2.296602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -22851660.000000 Penalty: 5994.106934
	Iteration 0F: 3 clusters Score -2.285166e+07 nChanged 84988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -22901470.000000 Penalty: 5994.106934
	Iteration 1F: 3 clusters Score -2.290147e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -22902304.000000 Penalty: 5994.106934
	Iteration 2Q: 3 clusters Score -2.29023e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -22903594.000000 Penalty: 5994.106934
	Iteration 3Q: 3 clusters Score -2.290359e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -22905276.000000 Penalty: 5994.106934
	Iteration 4Q: 3 clusters Score -2.290528e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -22907582.000000 Penalty: 5994.106934
	Iteration 5Q: 3 clusters Score -2.290758e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -22911222.000000 Penalty: 5994.106934
	Iteration 6Q: 3 clusters Score -2.291122e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -22916392.000000 Penalty: 5994.106934
	Iteration 7F: 3 clusters Score -2.291639e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -22922570.000000 Penalty: 5994.106934
	Iteration 8F: 3 clusters Score -2.292257e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -22930292.000000 Penalty: 5994.106934
	Iteration 9F: 3 clusters Score -2.293029e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -22937430.000000 Penalty: 5994.106934
	Iteration 10F: 3 clusters Score -2.293743e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -22941692.000000 Penalty: 5994.106934
	Iteration 11Q: 3 clusters Score -2.294169e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 134907 members 
Entering Unmasked Estep 
Score: -22943934.000000 Penalty: 5994.106934
	Iteration 12Q: 3 clusters Score -2.294393e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 137940 members 
Entering Unmasked Estep 
Score: -22945344.000000 Penalty: 5994.106934
	Iteration 13Q: 3 clusters Score -2.294534e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 140969 members 
Entering Unmasked Estep 
Score: -22946280.000000 Penalty: 5994.106934
	Iteration 14Q: 3 clusters Score -2.294628e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -22947328.000000 Penalty: 5994.106934
	Iteration 15Q: 3 clusters Score -2.294733e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 147021 members 
Entering Unmasked Estep 
Score: -22948322.000000 Penalty: 5994.106934
	Iteration 16Q: 3 clusters Score -2.294832e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -22949486.000000 Penalty: 5994.106934
	Iteration 17Q: 3 clusters Score -2.294949e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -22950710.000000 Penalty: 5994.106934
	Iteration 18Q: 3 clusters Score -2.295071e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -22951890.000000 Penalty: 5994.106934
	Iteration 19Q: 3 clusters Score -2.295189e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 158469 members 
Entering Unmasked Estep 
Score: -22953240.000000 Penalty: 5994.106934
	Iteration 20F: 3 clusters Score -2.295324e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -22954672.000000 Penalty: 5994.106934
	Iteration 21Q: 3 clusters Score -2.295467e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -22956056.000000 Penalty: 5994.106934
	Iteration 22Q: 3 clusters Score -2.295606e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -22957356.000000 Penalty: 5994.106934
	Iteration 23Q: 3 clusters Score -2.295736e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 167422 members 
Entering Unmasked Estep 
Score: -22958516.000000 Penalty: 5994.106934
	Iteration 24Q: 3 clusters Score -2.295852e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -22959732.000000 Penalty: 5994.106934
	Iteration 25Q: 3 clusters Score -2.295973e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -22960474.000000 Penalty: 5994.106934
	Iteration 26Q: 3 clusters Score -2.296047e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -22960992.000000 Penalty: 5994.106934
	Iteration 27Q: 3 clusters Score -2.296099e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -22961642.000000 Penalty: 5994.106934
	Iteration 28Q: 3 clusters Score -2.296164e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -22962092.000000 Penalty: 5994.106934
	Iteration 29Q: 3 clusters Score -2.296209e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 173580 members 
Entering Unmasked Estep 
Score: -22962462.000000 Penalty: 5994.106934
	Iteration 30Q: 3 clusters Score -2.296246e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -22962612.000000 Penalty: 5994.106934
	Iteration 31Q: 3 clusters Score -2.296261e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -22962740.000000 Penalty: 5994.106934
	Iteration 32Q: 3 clusters Score -2.296274e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -22962886.000000 Penalty: 5994.106934
	Iteration 33Q: 3 clusters Score -2.296289e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -22962990.000000 Penalty: 5994.106934
	Iteration 34Q: 3 clusters Score -2.296299e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -22963096.000000 Penalty: 5994.106934
	Iteration 35Q: 3 clusters Score -2.29631e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -22963128.000000 Penalty: 5994.106934
	Iteration 36Q: 3 clusters Score -2.296313e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -22963130.000000 Penalty: 5994.106934
	Iteration 37Q: 3 clusters Score -2.296313e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -22963174.000000 Penalty: 5994.106934
	Iteration 38Q: 3 clusters Score -2.296317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -22963212.000000 Penalty: 5994.106934
	Iteration 39Q: 3 clusters Score -2.296321e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -22963258.000000 Penalty: 5994.106934
	Iteration 40F: 3 clusters Score -2.296326e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -22963298.000000 Penalty: 5994.106934
	Iteration 41Q: 3 clusters Score -2.29633e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -22963354.000000 Penalty: 5994.106934
	Iteration 42Q: 3 clusters Score -2.296335e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 175807 members 
Entering Unmasked Estep 
Score: -22963368.000000 Penalty: 5994.106934
	Iteration 43Q: 3 clusters Score -2.296337e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -22963418.000000 Penalty: 5994.106934
	Iteration 44Q: 3 clusters Score -2.296342e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 175922 members 
Entering Unmasked Estep 
Score: -22963450.000000 Penalty: 5994.106934
	Iteration 45Q: 3 clusters Score -2.296345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -22963456.000000 Penalty: 5994.106934
	Iteration 46Q: 3 clusters Score -2.296346e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 176027 members 
Entering Unmasked Estep 
Score: -22963492.000000 Penalty: 5994.106934
	Iteration 47Q: 3 clusters Score -2.296349e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 176059 members 
Entering Unmasked Estep 
Score: -22963496.000000 Penalty: 5994.106934
	Iteration 48Q: 3 clusters Score -2.29635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -22963496.000000 Penalty: 5994.106934
	Iteration 49Q: 3 clusters Score -2.29635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 176100 members 
Entering Unmasked Estep 
Score: -22963500.000000 Penalty: 5994.106934
	Iteration 50Q: 3 clusters Score -2.29635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -22963500.000000 Penalty: 5994.106934
	Iteration 51Q: 3 clusters Score -2.29635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 176129 members 
Entering Unmasked Estep 
Score: -22963516.000000 Penalty: 5994.106934
	Iteration 52Q: 3 clusters Score -2.296352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -22963506.000000 Penalty: 5994.106934
	Iteration 53Q: 3 clusters Score -2.296351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -22963536.000000 Penalty: 5994.106934
	Iteration 54Q: 3 clusters Score -2.296354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -22963540.000000 Penalty: 5994.106934
	Iteration 55Q: 3 clusters Score -2.296354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 176163 members 
Entering Unmasked Estep 
Score: -22963550.000000 Penalty: 5994.106934
	Iteration 56Q: 3 clusters Score -2.296355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -22963548.000000 Penalty: 5994.106934
	Iteration 57Q: 3 clusters Score -2.296355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 176178 members 
Entering Unmasked Estep 
Score: -22963544.000000 Penalty: 5994.106934
	Iteration 58Q: 3 clusters Score -2.296354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -22963556.000000 Penalty: 5994.106934
	Iteration 59Q: 3 clusters Score -2.296356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 176191 members 
Entering Unmasked Estep 
Score: -22963562.000000 Penalty: 5994.106934
	Iteration 60F: 3 clusters Score -2.296356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -22963572.000000 Penalty: 5994.106934
	Iteration 61Q: 3 clusters Score -2.296357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -22963578.000000 Penalty: 5994.106934
	Iteration 62Q: 3 clusters Score -2.296358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -22963584.000000 Penalty: 5994.106934
	Iteration 63Q: 3 clusters Score -2.296358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 176238 members 
Entering Unmasked Estep 
Score: -22963582.000000 Penalty: 5994.106934
	Iteration 64Q: 3 clusters Score -2.296358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -22963600.000000 Penalty: 5994.106934
	Iteration 65Q: 3 clusters Score -2.29636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -22963598.000000 Penalty: 5994.106934
	Iteration 66Q: 3 clusters Score -2.29636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 176268 members 
Entering Unmasked Estep 
Score: -22963600.000000 Penalty: 5994.106934
	Iteration 67Q: 3 clusters Score -2.29636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -22963592.000000 Penalty: 5994.106934
	Iteration 68Q: 3 clusters Score -2.296359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -22963600.000000 Penalty: 5994.106934
	Iteration 69Q: 3 clusters Score -2.29636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 176281 members 
Entering Unmasked Estep 
Score: -22963598.000000 Penalty: 5994.106934
	Iteration 70Q: 3 clusters Score -2.29636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -22963602.000000 Penalty: 5994.106934
	Iteration 71Q: 3 clusters Score -2.29636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -22963602.000000 Penalty: 5994.106934
	Iteration 72F: 3 clusters Score -2.29636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Entering Unmasked Estep 
Score: -6697669.000000 Penalty: 2689.249756
	Iteration 0F: 2 clusters Score -6697669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6663021.000000 Penalty: 5378.499512
	Iteration 0F: 3 clusters Score -6663021 nChanged 23805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6676469.500000 Penalty: 5378.499512
	Iteration 1F: 3 clusters Score -6676470 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -6677147.500000 Penalty: 5378.499512
	Iteration 2Q: 3 clusters Score -6677148 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6677948.000000 Penalty: 5378.499512
	Iteration 3Q: 3 clusters Score -6677948 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6678994.500000 Penalty: 5378.499512
	Iteration 4Q: 3 clusters Score -6678994 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -6680396.500000 Penalty: 5378.499512
	Iteration 5Q: 3 clusters Score -6680396 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -6682174.500000 Penalty: 5378.499512
	Iteration 6F: 3 clusters Score -6682174 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -6684196.500000 Penalty: 5378.499512
	Iteration 7F: 3 clusters Score -6684196 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -6686279.500000 Penalty: 5378.499512
	Iteration 8F: 3 clusters Score -6686280 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -6688162.500000 Penalty: 5378.499512
	Iteration 9F: 3 clusters Score -6688162 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6689604.000000 Penalty: 5378.499512
	Iteration 10Q: 3 clusters Score -6689604 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6690516.500000 Penalty: 5378.499512
	Iteration 11Q: 3 clusters Score -6690516 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -6691009.500000 Penalty: 5378.499512
	Iteration 12Q: 3 clusters Score -6691010 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -6691316.500000 Penalty: 5378.499512
	Iteration 13Q: 3 clusters Score -6691316 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -6691494.500000 Penalty: 5378.499512
	Iteration 14Q: 3 clusters Score -6691494 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6691670.500000 Penalty: 5378.499512
	Iteration 15Q: 3 clusters Score -6691670 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6691747.000000 Penalty: 5378.499512
	Iteration 16Q: 3 clusters Score -6691747 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6691860.500000 Penalty: 5378.499512
	Iteration 17Q: 3 clusters Score -6691860 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -6691960.000000 Penalty: 5378.499512
	Iteration 18Q: 3 clusters Score -6691960 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -6692089.500000 Penalty: 5378.499512
	Iteration 19Q: 3 clusters Score -6692090 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -6692151.000000 Penalty: 5378.499512
	Iteration 20F: 3 clusters Score -6692151 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -6692264.000000 Penalty: 5378.499512
	Iteration 21Q: 3 clusters Score -6692264 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -6692362.000000 Penalty: 5378.499512
	Iteration 22Q: 3 clusters Score -6692362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -6692438.000000 Penalty: 5378.499512
	Iteration 23Q: 3 clusters Score -6692438 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -6692543.000000 Penalty: 5378.499512
	Iteration 24Q: 3 clusters Score -6692543 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -6692665.500000 Penalty: 5378.499512
	Iteration 25Q: 3 clusters Score -6692666 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -6692779.500000 Penalty: 5378.499512
	Iteration 26Q: 3 clusters Score -6692780 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -6692900.500000 Penalty: 5378.499512
	Iteration 27Q: 3 clusters Score -6692900 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -6693050.500000 Penalty: 5378.499512
	Iteration 28Q: 3 clusters Score -6693050 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6693148.500000 Penalty: 5378.499512
	Iteration 29Q: 3 clusters Score -6693148 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -6693252.500000 Penalty: 5378.499512
	Iteration 30Q: 3 clusters Score -6693252 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6693346.000000 Penalty: 5378.499512
	Iteration 31Q: 3 clusters Score -6693346 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -6693464.500000 Penalty: 5378.499512
	Iteration 32Q: 3 clusters Score -6693464 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -6693568.000000 Penalty: 5378.499512
	Iteration 33Q: 3 clusters Score -6693568 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -6693684.500000 Penalty: 5378.499512
	Iteration 34Q: 3 clusters Score -6693684 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6693804.000000 Penalty: 5378.499512
	Iteration 35Q: 3 clusters Score -6693804 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -6693956.000000 Penalty: 5378.499512
	Iteration 36Q: 3 clusters Score -6693956 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -6694093.000000 Penalty: 5378.499512
	Iteration 37Q: 3 clusters Score -6694093 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6694241.000000 Penalty: 5378.499512
	Iteration 38Q: 3 clusters Score -6694241 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6694357.000000 Penalty: 5378.499512
	Iteration 39Q: 3 clusters Score -6694357 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6694407.500000 Penalty: 5378.499512
	Iteration 40F: 3 clusters Score -6694408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6694496.500000 Penalty: 5378.499512
	Iteration 41Q: 3 clusters Score -6694496 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6694610.500000 Penalty: 5378.499512
	Iteration 42Q: 3 clusters Score -6694610 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6694679.500000 Penalty: 5378.499512
	Iteration 43Q: 3 clusters Score -6694680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6694764.500000 Penalty: 5378.499512
	Iteration 44Q: 3 clusters Score -6694764 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6694841.000000 Penalty: 5378.499512
	Iteration 45Q: 3 clusters Score -6694841 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6694912.500000 Penalty: 5378.499512
	Iteration 46Q: 3 clusters Score -6694912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6695000.500000 Penalty: 5378.499512
	Iteration 47Q: 3 clusters Score -6695000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6695054.500000 Penalty: 5378.499512
	Iteration 48Q: 3 clusters Score -6695054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6695112.500000 Penalty: 5378.499512
	Iteration 49Q: 3 clusters Score -6695112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6695172.500000 Penalty: 5378.499512
	Iteration 50Q: 3 clusters Score -6695172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6695211.000000 Penalty: 5378.499512
	Iteration 51Q: 3 clusters Score -6695211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6695235.000000 Penalty: 5378.499512
	Iteration 52Q: 3 clusters Score -6695235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6695284.000000 Penalty: 5378.499512
	Iteration 53Q: 3 clusters Score -6695284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6695290.000000 Penalty: 5378.499512
	Iteration 54Q: 3 clusters Score -6695290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6695315.500000 Penalty: 5378.499512
	Iteration 55Q: 3 clusters Score -6695316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6695313.000000 Penalty: 5378.499512
	Iteration 56Q: 3 clusters Score -6695313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6695328.000000 Penalty: 5378.499512
	Iteration 57Q: 3 clusters Score -6695328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6695340.500000 Penalty: 5378.499512
	Iteration 58Q: 3 clusters Score -6695340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6695353.500000 Penalty: 5378.499512
	Iteration 59Q: 3 clusters Score -6695354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6695365.000000 Penalty: 5378.499512
	Iteration 60F: 3 clusters Score -6695365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6695367.000000 Penalty: 5378.499512
	Iteration 61Q: 3 clusters Score -6695367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6695370.500000 Penalty: 5378.499512
	Iteration 62Q: 3 clusters Score -6695370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6695370.000000 Penalty: 5378.499512
	Iteration 63Q: 3 clusters Score -6695370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6695370.000000 Penalty: 5378.499512
	Iteration 64Q: 3 clusters Score -6695370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6695374.500000 Penalty: 5378.499512
	Iteration 65Q: 3 clusters Score -6695374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6695380.000000 Penalty: 5378.499512
	Iteration 66Q: 3 clusters Score -6695380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6695375.500000 Penalty: 5378.499512
	Iteration 67Q: 3 clusters Score -6695376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6695377.500000 Penalty: 5378.499512
	Iteration 68Q: 3 clusters Score -6695378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6695394.500000 Penalty: 5378.499512
	Iteration 69Q: 3 clusters Score -6695394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6695393.500000 Penalty: 5378.499512
	Iteration 70Q: 3 clusters Score -6695394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6695394.000000 Penalty: 5378.499512
	Iteration 71Q: 3 clusters Score -6695394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6695391.500000 Penalty: 5378.499512
	Iteration 72Q: 3 clusters Score -6695392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6695391.000000 Penalty: 5378.499512
	Iteration 73Q: 3 clusters Score -6695391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6695394.500000 Penalty: 5378.499512
	Iteration 74Q: 3 clusters Score -6695394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6695396.000000 Penalty: 5378.499512
	Iteration 75Q: 3 clusters Score -6695396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6695391.500000 Penalty: 5378.499512
	Iteration 76Q: 3 clusters Score -6695392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6695390.500000 Penalty: 5378.499512
	Iteration 77Q: 3 clusters Score -6695390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6695390.500000 Penalty: 5378.499512
	Iteration 78F: 3 clusters Score -6695390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -1120153.250000 Penalty: 2261.102295
	Iteration 0F: 2 clusters Score -1120153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1113115.000000 Penalty: 4522.204590
	Iteration 0F: 3 clusters Score -1113115 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1115094.750000 Penalty: 4522.204590
	Iteration 1F: 3 clusters Score -1115095 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1115416.375000 Penalty: 4522.204590
	Iteration 2F: 3 clusters Score -1115416 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1115696.500000 Penalty: 4522.204590
	Iteration 3F: 3 clusters Score -1115696 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1115990.750000 Penalty: 4522.204590
	Iteration 4F: 3 clusters Score -1115991 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1116345.750000 Penalty: 4522.204590
	Iteration 5Q: 3 clusters Score -1116346 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1116816.125000 Penalty: 4522.204590
	Iteration 6F: 3 clusters Score -1116816 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1117360.625000 Penalty: 4522.204590
	Iteration 7F: 3 clusters Score -1117361 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1117888.125000 Penalty: 4522.204590
	Iteration 8F: 3 clusters Score -1117888 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1118315.750000 Penalty: 4522.204590
	Iteration 9F: 3 clusters Score -1118316 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1118635.125000 Penalty: 4522.204590
	Iteration 10Q: 3 clusters Score -1118635 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1118839.750000 Penalty: 4522.204590
	Iteration 11Q: 3 clusters Score -1118840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1118948.000000 Penalty: 4522.204590
	Iteration 12Q: 3 clusters Score -1118948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1119006.000000 Penalty: 4522.204590
	Iteration 13Q: 3 clusters Score -1119006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1119042.500000 Penalty: 4522.204590
	Iteration 14Q: 3 clusters Score -1119042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1119064.875000 Penalty: 4522.204590
	Iteration 15Q: 3 clusters Score -1119065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1119082.250000 Penalty: 4522.204590
	Iteration 16Q: 3 clusters Score -1119082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1119095.375000 Penalty: 4522.204590
	Iteration 17Q: 3 clusters Score -1119095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1119110.875000 Penalty: 4522.204590
	Iteration 18Q: 3 clusters Score -1119111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1119127.125000 Penalty: 4522.204590
	Iteration 19Q: 3 clusters Score -1119127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1119144.000000 Penalty: 4522.204590
	Iteration 20F: 3 clusters Score -1119144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1119158.750000 Penalty: 4522.204590
	Iteration 21Q: 3 clusters Score -1119159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1119181.500000 Penalty: 4522.204590
	Iteration 22Q: 3 clusters Score -1119182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1119208.250000 Penalty: 4522.204590
	Iteration 23Q: 3 clusters Score -1119208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1119240.625000 Penalty: 4522.204590
	Iteration 24Q: 3 clusters Score -1119241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1119254.000000 Penalty: 4522.204590
	Iteration 25Q: 3 clusters Score -1119254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1119267.875000 Penalty: 4522.204590
	Iteration 26Q: 3 clusters Score -1119268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1119290.875000 Penalty: 4522.204590
	Iteration 27Q: 3 clusters Score -1119291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1119314.625000 Penalty: 4522.204590
	Iteration 28Q: 3 clusters Score -1119315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1119341.125000 Penalty: 4522.204590
	Iteration 29Q: 3 clusters Score -1119341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1119378.000000 Penalty: 4522.204590
	Iteration 30Q: 3 clusters Score -1119378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1119413.000000 Penalty: 4522.204590
	Iteration 31Q: 3 clusters Score -1119413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1119448.375000 Penalty: 4522.204590
	Iteration 32Q: 3 clusters Score -1119448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1119484.375000 Penalty: 4522.204590
	Iteration 33Q: 3 clusters Score -1119484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1119517.250000 Penalty: 4522.204590
	Iteration 34Q: 3 clusters Score -1119517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1119547.375000 Penalty: 4522.204590
	Iteration 35Q: 3 clusters Score -1119547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1119574.250000 Penalty: 4522.204590
	Iteration 36Q: 3 clusters Score -1119574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1119603.000000 Penalty: 4522.204590
	Iteration 37Q: 3 clusters Score -1119603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1119625.625000 Penalty: 4522.204590
	Iteration 38Q: 3 clusters Score -1119626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1119653.250000 Penalty: 4522.204590
	Iteration 39Q: 3 clusters Score -1119653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1119668.375000 Penalty: 4522.204590
	Iteration 40F: 3 clusters Score -1119668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1119683.500000 Penalty: 4522.204590
	Iteration 41Q: 3 clusters Score -1119684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1119702.625000 Penalty: 4522.204590
	Iteration 42Q: 3 clusters Score -1119703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1119714.500000 Penalty: 4522.204590
	Iteration 43Q: 3 clusters Score -1119714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1119732.750000 Penalty: 4522.204590
	Iteration 44Q: 3 clusters Score -1119733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1119755.750000 Penalty: 4522.204590
	Iteration 45Q: 3 clusters Score -1119756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1119817.375000 Penalty: 4522.204590
	Iteration 46Q: 3 clusters Score -1119817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1119882.125000 Penalty: 4522.204590
	Iteration 47Q: 3 clusters Score -1119882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1119960.125000 Penalty: 4522.204590
	Iteration 48Q: 3 clusters Score -1119960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1120017.000000 Penalty: 4522.204590
	Iteration 49Q: 3 clusters Score -1120017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1120071.875000 Penalty: 4522.204590
	Iteration 50Q: 3 clusters Score -1120072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1120111.875000 Penalty: 4522.204590
	Iteration 51Q: 3 clusters Score -1120112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1120129.625000 Penalty: 4522.204590
	Iteration 52Q: 3 clusters Score -1120130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1120142.875000 Penalty: 4522.204590
	Iteration 53Q: 3 clusters Score -1120143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1120151.000000 Penalty: 4522.204590
	Iteration 54Q: 3 clusters Score -1120151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1120157.500000 Penalty: 4522.204590
	Iteration 55Q: 3 clusters Score -1120158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1120160.250000 Penalty: 4522.204590
	Iteration 56Q: 3 clusters Score -1120160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1120159.000000 Penalty: 4522.204590
	Iteration 57Q: 3 clusters Score -1120159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1120164.250000 Penalty: 4522.204590
	Iteration 58Q: 3 clusters Score -1120164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1120166.500000 Penalty: 4522.204590
	Iteration 59Q: 3 clusters Score -1120166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1120167.000000 Penalty: 4522.204590
	Iteration 60F: 3 clusters Score -1120167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1120172.375000 Penalty: 4522.204590
	Iteration 61Q: 3 clusters Score -1120172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1120170.625000 Penalty: 4522.204590
	Iteration 62Q: 3 clusters Score -1120171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1120171.750000 Penalty: 4522.204590
	Iteration 63Q: 3 clusters Score -1120172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1120173.500000 Penalty: 4522.204590
	Iteration 64Q: 3 clusters Score -1120174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1120174.250000 Penalty: 4522.204590
	Iteration 65Q: 3 clusters Score -1120174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1120173.875000 Penalty: 4522.204590
	Iteration 66Q: 3 clusters Score -1120174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1120174.250000 Penalty: 4522.204590
	Iteration 67Q: 3 clusters Score -1120174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1120175.625000 Penalty: 4522.204590
	Iteration 68Q: 3 clusters Score -1120176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1120174.375000 Penalty: 4522.204590
	Iteration 69Q: 3 clusters Score -1120174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1120176.625000 Penalty: 4522.204590
	Iteration 70Q: 3 clusters Score -1120177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1120177.625000 Penalty: 4522.204590
	Iteration 71Q: 3 clusters Score -1120178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1120177.375000 Penalty: 4522.204590
	Iteration 72Q: 3 clusters Score -1120177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1120177.250000 Penalty: 4522.204590
	Iteration 73Q: 3 clusters Score -1120177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1120175.625000 Penalty: 4522.204590
	Iteration 74Q: 3 clusters Score -1120176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1120177.750000 Penalty: 4522.204590
	Iteration 75Q: 3 clusters Score -1120178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1120178.750000 Penalty: 4522.204590
	Iteration 76Q: 3 clusters Score -1120179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1120178.750000 Penalty: 4522.204590
	Iteration 77Q: 3 clusters Score -1120179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1120178.875000 Penalty: 4522.204590
	Iteration 78Q: 3 clusters Score -1120179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1120179.750000 Penalty: 4522.204590
	Iteration 79Q: 3 clusters Score -1120180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1120179.750000 Penalty: 4522.204590
	Iteration 80F: 3 clusters Score -1120180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 209013 members 
Mstep: Class 6 contains 177175 members 
Mstep: Class 7 contains 51213 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 51952 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 89379 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 223012 members 
Mstep: Class 22 contains 22845 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
Score: -138553760.000000 Penalty: 75858.906250
Splitting cluster 9 changes total score from -138552192.000000 to -138553760.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1148767.375000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -1148767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1141863.625000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -1141864 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1143810.750000 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -1143811 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1144079.625000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -1144080 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1144264.750000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -1144265 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1144373.875000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -1144374 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1144462.875000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -1144463 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1144555.000000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -1144555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1144669.500000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -1144670 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1144797.875000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -1144798 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1144934.625000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -1144935 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1145128.875000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -1145129 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1145356.750000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -1145357 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1145628.750000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -1145629 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1145912.500000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -1145912 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1146188.125000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -1146188 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1146410.125000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -1146410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1146566.375000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -1146566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1146680.875000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -1146681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1146753.000000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -1146753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1146801.375000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -1146801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1146829.125000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -1146829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1146853.500000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -1146854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1146874.375000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -1146874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1146890.000000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -1146890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1146901.375000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -1146901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1146915.250000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -1146915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1146935.000000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -1146935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1146949.250000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -1146949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1146960.250000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -1146960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1146974.000000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -1146974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1146981.875000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -1146982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1146988.125000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -1146988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1146992.625000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -1146993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1146993.125000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -1146993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1146992.625000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -1146993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1146992.625000 Penalty: 4502.323730
	Iteration 35F: 3 clusters Score -1146993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Entering Unmasked Estep 
Score: -6531715.000000 Penalty: 2692.802734
	Iteration 0F: 2 clusters Score -6531715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6496755.500000 Penalty: 5385.605469
	Iteration 0F: 3 clusters Score -6496756 nChanged 23864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6510115.500000 Penalty: 5385.605469
	Iteration 1F: 3 clusters Score -6510116 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -6510877.000000 Penalty: 5385.605469
	Iteration 2Q: 3 clusters Score -6510877 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -6511912.000000 Penalty: 5385.605469
	Iteration 3Q: 3 clusters Score -6511912 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6513617.000000 Penalty: 5385.605469
	Iteration 4F: 3 clusters Score -6513617 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -6516474.500000 Penalty: 5385.605469
	Iteration 5F: 3 clusters Score -6516474 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -6520477.500000 Penalty: 5385.605469
	Iteration 6F: 3 clusters Score -6520478 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6524477.500000 Penalty: 5385.605469
	Iteration 7F: 3 clusters Score -6524478 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6527039.000000 Penalty: 5385.605469
	Iteration 8F: 3 clusters Score -6527039 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -6528394.500000 Penalty: 5385.605469
	Iteration 9Q: 3 clusters Score -6528394 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6528930.500000 Penalty: 5385.605469
	Iteration 10Q: 3 clusters Score -6528930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6529127.500000 Penalty: 5385.605469
	Iteration 11Q: 3 clusters Score -6529128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -6529228.000000 Penalty: 5385.605469
	Iteration 12Q: 3 clusters Score -6529228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -6529280.500000 Penalty: 5385.605469
	Iteration 13Q: 3 clusters Score -6529280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -6529312.000000 Penalty: 5385.605469
	Iteration 14Q: 3 clusters Score -6529312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -6529332.500000 Penalty: 5385.605469
	Iteration 15Q: 3 clusters Score -6529332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -6529351.000000 Penalty: 5385.605469
	Iteration 16Q: 3 clusters Score -6529351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -6529353.500000 Penalty: 5385.605469
	Iteration 17Q: 3 clusters Score -6529354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6529355.000000 Penalty: 5385.605469
	Iteration 18Q: 3 clusters Score -6529355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6529355.000000 Penalty: 5385.605469
	Iteration 19Q: 3 clusters Score -6529355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6529361.000000 Penalty: 5385.605469
	Iteration 20F: 3 clusters Score -6529361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6529362.000000 Penalty: 5385.605469
	Iteration 21Q: 3 clusters Score -6529362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -6529366.500000 Penalty: 5385.605469
	Iteration 22Q: 3 clusters Score -6529366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -6529371.000000 Penalty: 5385.605469
	Iteration 23Q: 3 clusters Score -6529371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -6529371.000000 Penalty: 5385.605469
	Iteration 24F: 3 clusters Score -6529371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -127075.023438 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -127075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125263.343750 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -125263.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126169.460938 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -126169.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126872.695312 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -126872.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127131.937500 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -127131.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127194.734375 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -127194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -127209.812500 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -127209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127214.007812 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -127214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -127220.796875 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -127220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127223.078125 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -127223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127224.445312 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -127224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127224.445312 Penalty: 3470.354004
	Iteration 10F: 3 clusters Score -127224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 209013 members 
Mstep: Class 6 contains 177175 members 
Mstep: Class 7 contains 51213 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 51952 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 89379 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 223012 members 
Mstep: Class 22 contains 22845 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
Score: -138552432.000000 Penalty: 79307.039062
Splitting cluster 14 changes total score from -138552192.000000 to -138552432.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (18500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Entering Unmasked Estep 
Score: -2430273.250000 Penalty: 2436.730469
	Iteration 0F: 2 clusters Score -2430273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2417241.500000 Penalty: 4873.460938
	Iteration 0F: 3 clusters Score -2417242 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2421578.500000 Penalty: 4873.460938
	Iteration 1F: 3 clusters Score -2421578 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2422056.750000 Penalty: 4873.460938
	Iteration 2F: 3 clusters Score -2422057 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2422430.000000 Penalty: 4873.460938
	Iteration 3Q: 3 clusters Score -2422430 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2422756.000000 Penalty: 4873.460938
	Iteration 4Q: 3 clusters Score -2422756 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2423105.000000 Penalty: 4873.460938
	Iteration 5Q: 3 clusters Score -2423105 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2423533.500000 Penalty: 4873.460938
	Iteration 6Q: 3 clusters Score -2423534 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2424103.500000 Penalty: 4873.460938
	Iteration 7Q: 3 clusters Score -2424104 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2424826.000000 Penalty: 4873.460938
	Iteration 8F: 3 clusters Score -2424826 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2425688.750000 Penalty: 4873.460938
	Iteration 9F: 3 clusters Score -2425689 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2426501.500000 Penalty: 4873.460938
	Iteration 10F: 3 clusters Score -2426502 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2427147.750000 Penalty: 4873.460938
	Iteration 11Q: 3 clusters Score -2427148 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2427562.500000 Penalty: 4873.460938
	Iteration 12Q: 3 clusters Score -2427562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2427828.250000 Penalty: 4873.460938
	Iteration 13Q: 3 clusters Score -2427828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2427974.750000 Penalty: 4873.460938
	Iteration 14Q: 3 clusters Score -2427975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2428064.250000 Penalty: 4873.460938
	Iteration 15Q: 3 clusters Score -2428064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2428117.000000 Penalty: 4873.460938
	Iteration 16Q: 3 clusters Score -2428117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2428157.250000 Penalty: 4873.460938
	Iteration 17Q: 3 clusters Score -2428157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2428194.500000 Penalty: 4873.460938
	Iteration 18Q: 3 clusters Score -2428194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2428213.000000 Penalty: 4873.460938
	Iteration 19Q: 3 clusters Score -2428213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2428237.750000 Penalty: 4873.460938
	Iteration 20F: 3 clusters Score -2428238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2428255.000000 Penalty: 4873.460938
	Iteration 21Q: 3 clusters Score -2428255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2428262.250000 Penalty: 4873.460938
	Iteration 22Q: 3 clusters Score -2428262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2428262.500000 Penalty: 4873.460938
	Iteration 23Q: 3 clusters Score -2428262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2428268.000000 Penalty: 4873.460938
	Iteration 24Q: 3 clusters Score -2428268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2428274.000000 Penalty: 4873.460938
	Iteration 25Q: 3 clusters Score -2428274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2428274.250000 Penalty: 4873.460938
	Iteration 26Q: 3 clusters Score -2428274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2428276.250000 Penalty: 4873.460938
	Iteration 27Q: 3 clusters Score -2428276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2428278.250000 Penalty: 4873.460938
	Iteration 28Q: 3 clusters Score -2428278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2428276.750000 Penalty: 4873.460938
	Iteration 29Q: 3 clusters Score -2428277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2428276.500000 Penalty: 4873.460938
	Iteration 30Q: 3 clusters Score -2428276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2428275.250000 Penalty: 4873.460938
	Iteration 31Q: 3 clusters Score -2428275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2428275.250000 Penalty: 4873.460938
	Iteration 32Q: 3 clusters Score -2428275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2428275.250000 Penalty: 4873.460938
	Iteration 33F: 3 clusters Score -2428275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -983429.375000 Penalty: 2219.571289
	Iteration 0F: 2 clusters Score -983429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -977222.937500 Penalty: 4439.142578
	Iteration 0F: 3 clusters Score -977222.9 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -978862.500000 Penalty: 4439.142578
	Iteration 1F: 3 clusters Score -978862.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -979122.812500 Penalty: 4439.142578
	Iteration 2F: 3 clusters Score -979122.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -979288.812500 Penalty: 4439.142578
	Iteration 3Q: 3 clusters Score -979288.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -979435.687500 Penalty: 4439.142578
	Iteration 4Q: 3 clusters Score -979435.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -979609.312500 Penalty: 4439.142578
	Iteration 5Q: 3 clusters Score -979609.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -979785.125000 Penalty: 4439.142578
	Iteration 6Q: 3 clusters Score -979785.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -979978.875000 Penalty: 4439.142578
	Iteration 7Q: 3 clusters Score -979978.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -980151.875000 Penalty: 4439.142578
	Iteration 8Q: 3 clusters Score -980151.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -980315.437500 Penalty: 4439.142578
	Iteration 9Q: 3 clusters Score -980315.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -980449.687500 Penalty: 4439.142578
	Iteration 10Q: 3 clusters Score -980449.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -980550.062500 Penalty: 4439.142578
	Iteration 11Q: 3 clusters Score -980550.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -980637.937500 Penalty: 4439.142578
	Iteration 12Q: 3 clusters Score -980637.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -980720.812500 Penalty: 4439.142578
	Iteration 13Q: 3 clusters Score -980720.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -980789.187500 Penalty: 4439.142578
	Iteration 14Q: 3 clusters Score -980789.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -980848.562500 Penalty: 4439.142578
	Iteration 15Q: 3 clusters Score -980848.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -980911.375000 Penalty: 4439.142578
	Iteration 16Q: 3 clusters Score -980911.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -980966.375000 Penalty: 4439.142578
	Iteration 17Q: 3 clusters Score -980966.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -981005.500000 Penalty: 4439.142578
	Iteration 18Q: 3 clusters Score -981005.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -981047.125000 Penalty: 4439.142578
	Iteration 19Q: 3 clusters Score -981047.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -981080.937500 Penalty: 4439.142578
	Iteration 20F: 3 clusters Score -981080.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -981115.250000 Penalty: 4439.142578
	Iteration 21Q: 3 clusters Score -981115.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -981145.250000 Penalty: 4439.142578
	Iteration 22Q: 3 clusters Score -981145.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -981171.562500 Penalty: 4439.142578
	Iteration 23Q: 3 clusters Score -981171.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -981199.812500 Penalty: 4439.142578
	Iteration 24Q: 3 clusters Score -981199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -981230.062500 Penalty: 4439.142578
	Iteration 25Q: 3 clusters Score -981230.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -981257.562500 Penalty: 4439.142578
	Iteration 26Q: 3 clusters Score -981257.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -981288.875000 Penalty: 4439.142578
	Iteration 27Q: 3 clusters Score -981288.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -981313.562500 Penalty: 4439.142578
	Iteration 28Q: 3 clusters Score -981313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -981334.250000 Penalty: 4439.142578
	Iteration 29Q: 3 clusters Score -981334.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -981349.187500 Penalty: 4439.142578
	Iteration 30Q: 3 clusters Score -981349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -981360.125000 Penalty: 4439.142578
	Iteration 31Q: 3 clusters Score -981360.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -981375.062500 Penalty: 4439.142578
	Iteration 32Q: 3 clusters Score -981375.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -981387.187500 Penalty: 4439.142578
	Iteration 33Q: 3 clusters Score -981387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -981398.437500 Penalty: 4439.142578
	Iteration 34Q: 3 clusters Score -981398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -981408.125000 Penalty: 4439.142578
	Iteration 35Q: 3 clusters Score -981408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -981417.125000 Penalty: 4439.142578
	Iteration 36Q: 3 clusters Score -981417.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -981423.625000 Penalty: 4439.142578
	Iteration 37Q: 3 clusters Score -981423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -981425.125000 Penalty: 4439.142578
	Iteration 38Q: 3 clusters Score -981425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -981428.625000 Penalty: 4439.142578
	Iteration 39Q: 3 clusters Score -981428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -981432.937500 Penalty: 4439.142578
	Iteration 40F: 3 clusters Score -981432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -981439.750000 Penalty: 4439.142578
	Iteration 41Q: 3 clusters Score -981439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -981447.000000 Penalty: 4439.142578
	Iteration 42Q: 3 clusters Score -981447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -981450.500000 Penalty: 4439.142578
	Iteration 43Q: 3 clusters Score -981450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -981457.750000 Penalty: 4439.142578
	Iteration 44Q: 3 clusters Score -981457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -981459.062500 Penalty: 4439.142578
	Iteration 45Q: 3 clusters Score -981459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -981459.187500 Penalty: 4439.142578
	Iteration 46Q: 3 clusters Score -981459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -981460.437500 Penalty: 4439.142578
	Iteration 47Q: 3 clusters Score -981460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -981460.437500 Penalty: 4439.142578
	Iteration 48Q: 3 clusters Score -981460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -981461.062500 Penalty: 4439.142578
	Iteration 49Q: 3 clusters Score -981461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -981461.062500 Penalty: 4439.142578
	Iteration 50F: 3 clusters Score -981461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -440819.312500 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -440819.3 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 1753 members 
Entering Unmasked Estep 
Score: -437162.500000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -437162.5 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437955.718750 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -437955.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -438141.250000 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -438141.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -438241.468750 Penalty: 4056.744141
	Iteration 3Q: 3 clusters Score -438241.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -438297.093750 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -438297.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -438343.406250 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -438343.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -438384.062500 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -438384.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -438416.968750 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -438417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -438446.625000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -438446.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -438475.812500 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -438475.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438503.187500 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -438503.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -438530.843750 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -438530.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -438555.781250 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -438555.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -438576.906250 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -438576.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -438599.031250 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -438599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -438623.500000 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -438623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -438641.687500 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -438641.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -438653.531250 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -438653.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -438663.625000 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -438663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -438677.718750 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -438677.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -438695.593750 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -438695.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -438713.812500 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -438713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -438734.531250 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -438734.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -438757.343750 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -438757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -438773.468750 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -438773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -438787.656250 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -438787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -438800.093750 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -438800.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -438812.500000 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -438812.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -438828.406250 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -438828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -438841.875000 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -438841.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -438852.531250 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -438852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -438863.468750 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -438863.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -438876.437500 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -438876.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -438889.187500 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -438889.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -438902.437500 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -438902.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -438912.968750 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -438913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -438923.437500 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -438923.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -438943.000000 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -438943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -438956.843750 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -438956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -438963.656250 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -438963.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -438970.156250 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -438970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -438974.750000 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -438974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -438979.437500 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -438979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -438986.437500 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -438986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -438991.687500 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -438991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -438997.406250 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -438997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -439003.468750 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -439003.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -439011.468750 Penalty: 4056.744141
	Iteration 47Q: 3 clusters Score -439011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -439015.656250 Penalty: 4056.744141
	Iteration 48Q: 3 clusters Score -439015.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -439017.468750 Penalty: 4056.744141
	Iteration 49Q: 3 clusters Score -439017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -439020.593750 Penalty: 4056.744141
	Iteration 50Q: 3 clusters Score -439020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -439026.437500 Penalty: 4056.744141
	Iteration 51Q: 3 clusters Score -439026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -439030.937500 Penalty: 4056.744141
	Iteration 52Q: 3 clusters Score -439030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -439035.843750 Penalty: 4056.744141
	Iteration 53Q: 3 clusters Score -439035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -439041.468750 Penalty: 4056.744141
	Iteration 54Q: 3 clusters Score -439041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -439041.562500 Penalty: 4056.744141
	Iteration 55Q: 3 clusters Score -439041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -439041.781250 Penalty: 4056.744141
	Iteration 56Q: 3 clusters Score -439041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -439042.562500 Penalty: 4056.744141
	Iteration 57Q: 3 clusters Score -439042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -439043.281250 Penalty: 4056.744141
	Iteration 58Q: 3 clusters Score -439043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -439043.281250 Penalty: 4056.744141
	Iteration 59F: 3 clusters Score -439043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Entering Unmasked Estep 
Score: -11565444.000000 Penalty: 2827.359131
	Iteration 0F: 2 clusters Score -1.156544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -11505561.000000 Penalty: 5654.718262
	Iteration 0F: 3 clusters Score -1.150556e+07 nChanged 42125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -11529318.000000 Penalty: 5654.718262
	Iteration 1F: 3 clusters Score -1.152932e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -11530188.000000 Penalty: 5654.718262
	Iteration 2Q: 3 clusters Score -1.153019e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -11531369.000000 Penalty: 5654.718262
	Iteration 3Q: 3 clusters Score -1.153137e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -11533237.000000 Penalty: 5654.718262
	Iteration 4Q: 3 clusters Score -1.153324e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -11536401.000000 Penalty: 5654.718262
	Iteration 5F: 3 clusters Score -1.15364e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -11541268.000000 Penalty: 5654.718262
	Iteration 6F: 3 clusters Score -1.154127e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -11547366.000000 Penalty: 5654.718262
	Iteration 7F: 3 clusters Score -1.154737e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -11553390.000000 Penalty: 5654.718262
	Iteration 8F: 3 clusters Score -1.155339e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -11557977.000000 Penalty: 5654.718262
	Iteration 9F: 3 clusters Score -1.155798e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11560697.000000 Penalty: 5654.718262
	Iteration 10Q: 3 clusters Score -1.15607e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11561995.000000 Penalty: 5654.718262
	Iteration 11Q: 3 clusters Score -1.1562e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11562629.000000 Penalty: 5654.718262
	Iteration 12Q: 3 clusters Score -1.156263e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11562913.000000 Penalty: 5654.718262
	Iteration 13Q: 3 clusters Score -1.156291e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11563011.000000 Penalty: 5654.718262
	Iteration 14Q: 3 clusters Score -1.156301e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11563043.000000 Penalty: 5654.718262
	Iteration 15Q: 3 clusters Score -1.156304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11563094.000000 Penalty: 5654.718262
	Iteration 16Q: 3 clusters Score -1.156309e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11563106.000000 Penalty: 5654.718262
	Iteration 17Q: 3 clusters Score -1.156311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11563122.000000 Penalty: 5654.718262
	Iteration 18Q: 3 clusters Score -1.156312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11563126.000000 Penalty: 5654.718262
	Iteration 19Q: 3 clusters Score -1.156313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11563131.000000 Penalty: 5654.718262
	Iteration 20F: 3 clusters Score -1.156313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11563131.000000 Penalty: 5654.718262
	Iteration 21Q: 3 clusters Score -1.156313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11563134.000000 Penalty: 5654.718262
	Iteration 22Q: 3 clusters Score -1.156313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11563133.000000 Penalty: 5654.718262
	Iteration 23Q: 3 clusters Score -1.156313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11563128.000000 Penalty: 5654.718262
	Iteration 24Q: 3 clusters Score -1.156313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11563137.000000 Penalty: 5654.718262
	Iteration 25Q: 3 clusters Score -1.156314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11563139.000000 Penalty: 5654.718262
	Iteration 26Q: 3 clusters Score -1.156314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11563138.000000 Penalty: 5654.718262
	Iteration 27Q: 3 clusters Score -1.156314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11563137.000000 Penalty: 5654.718262
	Iteration 28Q: 3 clusters Score -1.156314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11563150.000000 Penalty: 5654.718262
	Iteration 29Q: 3 clusters Score -1.156315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11563157.000000 Penalty: 5654.718262
	Iteration 30Q: 3 clusters Score -1.156316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11563158.000000 Penalty: 5654.718262
	Iteration 31Q: 3 clusters Score -1.156316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11563156.000000 Penalty: 5654.718262
	Iteration 32Q: 3 clusters Score -1.156316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11563156.000000 Penalty: 5654.718262
	Iteration 33F: 3 clusters Score -1.156316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -194406.359375 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -194406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192098.718750 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -192098.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192594.328125 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -192594.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192733.359375 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -192733.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192821.468750 Penalty: 3659.058350
	Iteration 3Q: 3 clusters Score -192821.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -192908.125000 Penalty: 3659.058350
	Iteration 4Q: 3 clusters Score -192908.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192988.000000 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -192988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193038.015625 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -193038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -193069.640625 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -193069.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -193113.250000 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -193113.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193158.390625 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -193158.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193187.062500 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -193187.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -193216.546875 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -193216.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -193265.281250 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -193265.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -193307.234375 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -193307.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -193338.265625 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -193338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -193367.640625 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -193367.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -193404.125000 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -193404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -193426.578125 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -193426.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -193458.078125 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -193458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -193492.828125 Penalty: 3659.058350
	Iteration 19Q: 3 clusters Score -193492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -193516.593750 Penalty: 3659.058350
	Iteration 20F: 3 clusters Score -193516.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -193544.000000 Penalty: 3659.058350
	Iteration 21Q: 3 clusters Score -193544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -193561.234375 Penalty: 3659.058350
	Iteration 22Q: 3 clusters Score -193561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -193574.109375 Penalty: 3659.058350
	Iteration 23Q: 3 clusters Score -193574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -193581.562500 Penalty: 3659.058350
	Iteration 24Q: 3 clusters Score -193581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -193588.000000 Penalty: 3659.058350
	Iteration 25Q: 3 clusters Score -193588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -193590.687500 Penalty: 3659.058350
	Iteration 26Q: 3 clusters Score -193590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -193595.250000 Penalty: 3659.058350
	Iteration 27Q: 3 clusters Score -193595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -193601.343750 Penalty: 3659.058350
	Iteration 28Q: 3 clusters Score -193601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -193615.859375 Penalty: 3659.058350
	Iteration 29Q: 3 clusters Score -193615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -193620.812500 Penalty: 3659.058350
	Iteration 30Q: 3 clusters Score -193620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -193630.265625 Penalty: 3659.058350
	Iteration 31Q: 3 clusters Score -193630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -193644.078125 Penalty: 3659.058350
	Iteration 32Q: 3 clusters Score -193644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -193653.375000 Penalty: 3659.058350
	Iteration 33Q: 3 clusters Score -193653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -193666.625000 Penalty: 3659.058350
	Iteration 34Q: 3 clusters Score -193666.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -193678.656250 Penalty: 3659.058350
	Iteration 35Q: 3 clusters Score -193678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -193682.171875 Penalty: 3659.058350
	Iteration 36Q: 3 clusters Score -193682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -193684.531250 Penalty: 3659.058350
	Iteration 37Q: 3 clusters Score -193684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -193690.031250 Penalty: 3659.058350
	Iteration 38Q: 3 clusters Score -193690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -193694.984375 Penalty: 3659.058350
	Iteration 39Q: 3 clusters Score -193695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -193698.859375 Penalty: 3659.058350
	Iteration 40F: 3 clusters Score -193698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -193701.031250 Penalty: 3659.058350
	Iteration 41Q: 3 clusters Score -193701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -193701.031250 Penalty: 3659.058350
	Iteration 42F: 3 clusters Score -193701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Entering Unmasked Estep 
Score: -19914910.000000 Penalty: 2961.498779
	Iteration 0F: 2 clusters Score -1.991491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -19813354.000000 Penalty: 5922.997559
	Iteration 0F: 3 clusters Score -1.981335e+07 nChanged 73306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -19856952.000000 Penalty: 5922.997559
	Iteration 1F: 3 clusters Score -1.985695e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -19859170.000000 Penalty: 5922.997559
	Iteration 2Q: 3 clusters Score -1.985917e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -19862724.000000 Penalty: 5922.997559
	Iteration 3Q: 3 clusters Score -1.986272e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -19868520.000000 Penalty: 5922.997559
	Iteration 4F: 3 clusters Score -1.986852e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -19877570.000000 Penalty: 5922.997559
	Iteration 5F: 3 clusters Score -1.987757e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -19888794.000000 Penalty: 5922.997559
	Iteration 6F: 3 clusters Score -1.988879e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -19898386.000000 Penalty: 5922.997559
	Iteration 7F: 3 clusters Score -1.989839e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -19903712.000000 Penalty: 5922.997559
	Iteration 8Q: 3 clusters Score -1.990371e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -19905984.000000 Penalty: 5922.997559
	Iteration 9Q: 3 clusters Score -1.990598e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 137602 members 
Entering Unmasked Estep 
Score: -19907378.000000 Penalty: 5922.997559
	Iteration 10Q: 3 clusters Score -1.990738e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -19908484.000000 Penalty: 5922.997559
	Iteration 11Q: 3 clusters Score -1.990848e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -19909354.000000 Penalty: 5922.997559
	Iteration 12Q: 3 clusters Score -1.990935e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 142650 members 
Entering Unmasked Estep 
Score: -19909876.000000 Penalty: 5922.997559
	Iteration 13Q: 3 clusters Score -1.990988e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -19910314.000000 Penalty: 5922.997559
	Iteration 14Q: 3 clusters Score -1.991031e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -19910722.000000 Penalty: 5922.997559
	Iteration 15Q: 3 clusters Score -1.991072e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -19911012.000000 Penalty: 5922.997559
	Iteration 16Q: 3 clusters Score -1.991101e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -19911332.000000 Penalty: 5922.997559
	Iteration 17Q: 3 clusters Score -1.991133e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -19911548.000000 Penalty: 5922.997559
	Iteration 18Q: 3 clusters Score -1.991155e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 147865 members 
Entering Unmasked Estep 
Score: -19911718.000000 Penalty: 5922.997559
	Iteration 19Q: 3 clusters Score -1.991172e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -19911902.000000 Penalty: 5922.997559
	Iteration 20F: 3 clusters Score -1.99119e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 148793 members 
Entering Unmasked Estep 
Score: -19911950.000000 Penalty: 5922.997559
	Iteration 21Q: 3 clusters Score -1.991195e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -19912028.000000 Penalty: 5922.997559
	Iteration 22Q: 3 clusters Score -1.991203e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -19912144.000000 Penalty: 5922.997559
	Iteration 23Q: 3 clusters Score -1.991214e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -19912176.000000 Penalty: 5922.997559
	Iteration 24Q: 3 clusters Score -1.991218e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 149987 members 
Entering Unmasked Estep 
Score: -19912206.000000 Penalty: 5922.997559
	Iteration 25Q: 3 clusters Score -1.991221e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -19912356.000000 Penalty: 5922.997559
	Iteration 26Q: 3 clusters Score -1.991236e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -19912388.000000 Penalty: 5922.997559
	Iteration 27Q: 3 clusters Score -1.991239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -19912402.000000 Penalty: 5922.997559
	Iteration 28Q: 3 clusters Score -1.99124e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -19912446.000000 Penalty: 5922.997559
	Iteration 29Q: 3 clusters Score -1.991245e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -19912486.000000 Penalty: 5922.997559
	Iteration 30Q: 3 clusters Score -1.991249e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 150922 members 
Entering Unmasked Estep 
Score: -19912464.000000 Penalty: 5922.997559
	Iteration 31Q: 3 clusters Score -1.991246e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -19912570.000000 Penalty: 5922.997559
	Iteration 32Q: 3 clusters Score -1.991257e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -19912604.000000 Penalty: 5922.997559
	Iteration 33Q: 3 clusters Score -1.99126e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 151232 members 
Entering Unmasked Estep 
Score: -19912614.000000 Penalty: 5922.997559
	Iteration 34Q: 3 clusters Score -1.991261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -19912634.000000 Penalty: 5922.997559
	Iteration 35Q: 3 clusters Score -1.991263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 151399 members 
Entering Unmasked Estep 
Score: -19912642.000000 Penalty: 5922.997559
	Iteration 36Q: 3 clusters Score -1.991264e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 151474 members 
Entering Unmasked Estep 
Score: -19912676.000000 Penalty: 5922.997559
	Iteration 37Q: 3 clusters Score -1.991268e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -19912692.000000 Penalty: 5922.997559
	Iteration 38Q: 3 clusters Score -1.991269e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -19912692.000000 Penalty: 5922.997559
	Iteration 39Q: 3 clusters Score -1.991269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -19912694.000000 Penalty: 5922.997559
	Iteration 40F: 3 clusters Score -1.991269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -19912696.000000 Penalty: 5922.997559
	Iteration 41Q: 3 clusters Score -1.99127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -19912708.000000 Penalty: 5922.997559
	Iteration 42Q: 3 clusters Score -1.991271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -19912712.000000 Penalty: 5922.997559
	Iteration 43Q: 3 clusters Score -1.991271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -19912712.000000 Penalty: 5922.997559
	Iteration 44Q: 3 clusters Score -1.991271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 151746 members 
Entering Unmasked Estep 
Score: -19912712.000000 Penalty: 5922.997559
	Iteration 45Q: 3 clusters Score -1.991271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -19912712.000000 Penalty: 5922.997559
	Iteration 46Q: 3 clusters Score -1.991271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 151782 members 
Entering Unmasked Estep 
Score: -19912706.000000 Penalty: 5922.997559
	Iteration 47Q: 3 clusters Score -1.991271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -19912708.000000 Penalty: 5922.997559
	Iteration 48Q: 3 clusters Score -1.991271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -19912724.000000 Penalty: 5922.997559
	Iteration 49Q: 3 clusters Score -1.991272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -19912730.000000 Penalty: 5922.997559
	Iteration 50Q: 3 clusters Score -1.991273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -19912728.000000 Penalty: 5922.997559
	Iteration 51Q: 3 clusters Score -1.991273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -19912738.000000 Penalty: 5922.997559
	Iteration 52Q: 3 clusters Score -1.991274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -19912720.000000 Penalty: 5922.997559
	Iteration 53Q: 3 clusters Score -1.991272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -19912696.000000 Penalty: 5922.997559
	Iteration 54Q: 3 clusters Score -1.99127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -19912710.000000 Penalty: 5922.997559
	Iteration 55Q: 3 clusters Score -1.991271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -19912724.000000 Penalty: 5922.997559
	Iteration 56Q: 3 clusters Score -1.991272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -19912704.000000 Penalty: 5922.997559
	Iteration 57Q: 3 clusters Score -1.99127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -19912700.000000 Penalty: 5922.997559
	Iteration 58Q: 3 clusters Score -1.99127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 151892 members 
Entering Unmasked Estep 
Score: -19912698.000000 Penalty: 5922.997559
	Iteration 59Q: 3 clusters Score -1.99127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -19912700.000000 Penalty: 5922.997559
	Iteration 60F: 3 clusters Score -1.99127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -19912688.000000 Penalty: 5922.997559
	Iteration 61Q: 3 clusters Score -1.991269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -19912696.000000 Penalty: 5922.997559
	Iteration 62Q: 3 clusters Score -1.99127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 151930 members 
Entering Unmasked Estep 
Score: -19912698.000000 Penalty: 5922.997559
	Iteration 63Q: 3 clusters Score -1.99127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -19912704.000000 Penalty: 5922.997559
	Iteration 64Q: 3 clusters Score -1.99127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -19912710.000000 Penalty: 5922.997559
	Iteration 65Q: 3 clusters Score -1.991271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 151952 members 
Entering Unmasked Estep 
Score: -19912712.000000 Penalty: 5922.997559
	Iteration 66Q: 3 clusters Score -1.991271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 151959 members 
Entering Unmasked Estep 
Score: -19912704.000000 Penalty: 5922.997559
	Iteration 67Q: 3 clusters Score -1.99127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 151966 members 
Entering Unmasked Estep 
Score: -19912696.000000 Penalty: 5922.997559
	Iteration 68Q: 3 clusters Score -1.99127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -19912704.000000 Penalty: 5922.997559
	Iteration 69Q: 3 clusters Score -1.99127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 151976 members 
Entering Unmasked Estep 
Score: -19912698.000000 Penalty: 5922.997559
	Iteration 70Q: 3 clusters Score -1.99127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -19912694.000000 Penalty: 5922.997559
	Iteration 71Q: 3 clusters Score -1.991269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -19912694.000000 Penalty: 5922.997559
	Iteration 72Q: 3 clusters Score -1.991269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 151991 members 
Entering Unmasked Estep 
Score: -19912688.000000 Penalty: 5922.997559
	Iteration 73Q: 3 clusters Score -1.991269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 151991 members 
Entering Unmasked Estep 
Score: -19912688.000000 Penalty: 5922.997559
	Iteration 74F: 3 clusters Score -1.991269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223012 members 
Entering Unmasked Estep 
Score: -28744932.000000 Penalty: 3054.115234
	Iteration 0F: 2 clusters Score -2.874493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -28602648.000000 Penalty: 6108.230469
	Iteration 0F: 3 clusters Score -2.860265e+07 nChanged 107648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -28666836.000000 Penalty: 6108.230469
	Iteration 1F: 3 clusters Score -2.866684e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -28668966.000000 Penalty: 6108.230469
	Iteration 2Q: 3 clusters Score -2.866897e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -28672518.000000 Penalty: 6108.230469
	Iteration 3Q: 3 clusters Score -2.867252e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -28678800.000000 Penalty: 6108.230469
	Iteration 4F: 3 clusters Score -2.86788e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -28688780.000000 Penalty: 6108.230469
	Iteration 5F: 3 clusters Score -2.868878e+07 nChanged 16961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -28702508.000000 Penalty: 6108.230469
	Iteration 6F: 3 clusters Score -2.870251e+07 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 173970 members 
Entering Unmasked Estep 
Score: -28717654.000000 Penalty: 6108.230469
	Iteration 7F: 3 clusters Score -2.871765e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 182476 members 
Entering Unmasked Estep 
Score: -28729910.000000 Penalty: 6108.230469
	Iteration 8F: 3 clusters Score -2.872991e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 187195 members 
Entering Unmasked Estep 
Score: -28736534.000000 Penalty: 6108.230469
	Iteration 9Q: 3 clusters Score -2.873653e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 190371 members 
Entering Unmasked Estep 
Score: -28739486.000000 Penalty: 6108.230469
	Iteration 10Q: 3 clusters Score -2.873949e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 193105 members 
Entering Unmasked Estep 
Score: -28741274.000000 Penalty: 6108.230469
	Iteration 11Q: 3 clusters Score -2.874127e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 195466 members 
Entering Unmasked Estep 
Score: -28742636.000000 Penalty: 6108.230469
	Iteration 12Q: 3 clusters Score -2.874264e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 197537 members 
Entering Unmasked Estep 
Score: -28743596.000000 Penalty: 6108.230469
	Iteration 13Q: 3 clusters Score -2.87436e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 199306 members 
Entering Unmasked Estep 
Score: -28744308.000000 Penalty: 6108.230469
	Iteration 14Q: 3 clusters Score -2.874431e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 200816 members 
Entering Unmasked Estep 
Score: -28744728.000000 Penalty: 6108.230469
	Iteration 15Q: 3 clusters Score -2.874473e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 202134 members 
Entering Unmasked Estep 
Score: -28744874.000000 Penalty: 6108.230469
	Iteration 16Q: 3 clusters Score -2.874487e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 203305 members 
Entering Unmasked Estep 
Score: -28744958.000000 Penalty: 6108.230469
	Iteration 17Q: 3 clusters Score -2.874496e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 204419 members 
Entering Unmasked Estep 
Score: -28745036.000000 Penalty: 6108.230469
	Iteration 18Q: 3 clusters Score -2.874504e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 205485 members 
Entering Unmasked Estep 
Score: -28745074.000000 Penalty: 6108.230469
	Iteration 19Q: 3 clusters Score -2.874507e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 206504 members 
Entering Unmasked Estep 
Score: -28745148.000000 Penalty: 6108.230469
	Iteration 20F: 3 clusters Score -2.874515e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 207462 members 
Entering Unmasked Estep 
Score: -28745016.000000 Penalty: 6108.230469
	Iteration 21Q: 3 clusters Score -2.874502e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 208340 members 
Entering Unmasked Estep 
Score: -28744840.000000 Penalty: 6108.230469
	Iteration 22Q: 3 clusters Score -2.874484e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 209134 members 
Entering Unmasked Estep 
Score: -28744718.000000 Penalty: 6108.230469
	Iteration 23Q: 3 clusters Score -2.874472e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 209826 members 
Entering Unmasked Estep 
Score: -28744508.000000 Penalty: 6108.230469
	Iteration 24Q: 3 clusters Score -2.874451e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 210462 members 
Entering Unmasked Estep 
Score: -28744438.000000 Penalty: 6108.230469
	Iteration 25Q: 3 clusters Score -2.874444e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 211040 members 
Entering Unmasked Estep 
Score: -28744434.000000 Penalty: 6108.230469
	Iteration 26Q: 3 clusters Score -2.874443e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 211616 members 
Entering Unmasked Estep 
Score: -28744304.000000 Penalty: 6108.230469
	Iteration 27Q: 3 clusters Score -2.87443e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 212166 members 
Entering Unmasked Estep 
Score: -28744230.000000 Penalty: 6108.230469
	Iteration 28Q: 3 clusters Score -2.874423e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 212672 members 
Entering Unmasked Estep 
Score: -28744194.000000 Penalty: 6108.230469
	Iteration 29Q: 3 clusters Score -2.874419e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 213144 members 
Entering Unmasked Estep 
Score: -28744054.000000 Penalty: 6108.230469
	Iteration 30Q: 3 clusters Score -2.874405e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 213589 members 
Entering Unmasked Estep 
Score: -28744036.000000 Penalty: 6108.230469
	Iteration 31Q: 3 clusters Score -2.874404e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 214023 members 
Entering Unmasked Estep 
Score: -28744026.000000 Penalty: 6108.230469
	Iteration 32Q: 3 clusters Score -2.874403e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 214440 members 
Entering Unmasked Estep 
Score: -28743948.000000 Penalty: 6108.230469
	Iteration 33Q: 3 clusters Score -2.874395e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 214823 members 
Entering Unmasked Estep 
Score: -28743948.000000 Penalty: 6108.230469
	Iteration 34Q: 3 clusters Score -2.874395e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 215151 members 
Entering Unmasked Estep 
Score: -28743882.000000 Penalty: 6108.230469
	Iteration 35Q: 3 clusters Score -2.874388e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 215441 members 
Entering Unmasked Estep 
Score: -28743844.000000 Penalty: 6108.230469
	Iteration 36Q: 3 clusters Score -2.874384e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -28743856.000000 Penalty: 6108.230469
	Iteration 37Q: 3 clusters Score -2.874386e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -28743770.000000 Penalty: 6108.230469
	Iteration 38Q: 3 clusters Score -2.874377e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 216205 members 
Entering Unmasked Estep 
Score: -28743648.000000 Penalty: 6108.230469
	Iteration 39Q: 3 clusters Score -2.874365e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 216452 members 
Entering Unmasked Estep 
Score: -28743610.000000 Penalty: 6108.230469
	Iteration 40F: 3 clusters Score -2.874361e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 216694 members 
Entering Unmasked Estep 
Score: -28743498.000000 Penalty: 6108.230469
	Iteration 41Q: 3 clusters Score -2.87435e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -28743542.000000 Penalty: 6108.230469
	Iteration 42Q: 3 clusters Score -2.874354e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 217158 members 
Entering Unmasked Estep 
Score: -28743590.000000 Penalty: 6108.230469
	Iteration 43Q: 3 clusters Score -2.874359e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 217362 members 
Entering Unmasked Estep 
Score: -28743572.000000 Penalty: 6108.230469
	Iteration 44Q: 3 clusters Score -2.874357e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 217548 members 
Entering Unmasked Estep 
Score: -28743568.000000 Penalty: 6108.230469
	Iteration 45Q: 3 clusters Score -2.874357e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 217713 members 
Entering Unmasked Estep 
Score: -28743494.000000 Penalty: 6108.230469
	Iteration 46Q: 3 clusters Score -2.874349e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 217876 members 
Entering Unmasked Estep 
Score: -28743554.000000 Penalty: 6108.230469
	Iteration 47Q: 3 clusters Score -2.874355e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 218040 members 
Entering Unmasked Estep 
Score: -28743524.000000 Penalty: 6108.230469
	Iteration 48Q: 3 clusters Score -2.874352e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 218178 members 
Entering Unmasked Estep 
Score: -28743520.000000 Penalty: 6108.230469
	Iteration 49Q: 3 clusters Score -2.874352e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 218337 members 
Entering Unmasked Estep 
Score: -28743500.000000 Penalty: 6108.230469
	Iteration 50Q: 3 clusters Score -2.87435e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 218484 members 
Entering Unmasked Estep 
Score: -28743438.000000 Penalty: 6108.230469
	Iteration 51Q: 3 clusters Score -2.874344e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 218629 members 
Entering Unmasked Estep 
Score: -28743394.000000 Penalty: 6108.230469
	Iteration 52Q: 3 clusters Score -2.874339e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 218766 members 
Entering Unmasked Estep 
Score: -28743396.000000 Penalty: 6108.230469
	Iteration 53Q: 3 clusters Score -2.87434e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 218888 members 
Entering Unmasked Estep 
Score: -28743364.000000 Penalty: 6108.230469
	Iteration 54Q: 3 clusters Score -2.874336e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 219007 members 
Entering Unmasked Estep 
Score: -28743342.000000 Penalty: 6108.230469
	Iteration 55Q: 3 clusters Score -2.874334e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 219155 members 
Entering Unmasked Estep 
Score: -28743296.000000 Penalty: 6108.230469
	Iteration 56Q: 3 clusters Score -2.87433e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 219265 members 
Entering Unmasked Estep 
Score: -28743226.000000 Penalty: 6108.230469
	Iteration 57Q: 3 clusters Score -2.874323e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 219379 members 
Entering Unmasked Estep 
Score: -28743254.000000 Penalty: 6108.230469
	Iteration 58Q: 3 clusters Score -2.874325e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 219480 members 
Entering Unmasked Estep 
Score: -28743228.000000 Penalty: 6108.230469
	Iteration 59Q: 3 clusters Score -2.874323e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 219570 members 
Entering Unmasked Estep 
Score: -28743230.000000 Penalty: 6108.230469
	Iteration 60F: 3 clusters Score -2.874323e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 219657 members 
Entering Unmasked Estep 
Score: -28743194.000000 Penalty: 6108.230469
	Iteration 61Q: 3 clusters Score -2.874319e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 219751 members 
Entering Unmasked Estep 
Score: -28743138.000000 Penalty: 6108.230469
	Iteration 62Q: 3 clusters Score -2.874314e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 219864 members 
Entering Unmasked Estep 
Score: -28743170.000000 Penalty: 6108.230469
	Iteration 63Q: 3 clusters Score -2.874317e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 219978 members 
Entering Unmasked Estep 
Score: -28743112.000000 Penalty: 6108.230469
	Iteration 64Q: 3 clusters Score -2.874311e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 220075 members 
Entering Unmasked Estep 
Score: -28743118.000000 Penalty: 6108.230469
	Iteration 65Q: 3 clusters Score -2.874312e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 220161 members 
Entering Unmasked Estep 
Score: -28743116.000000 Penalty: 6108.230469
	Iteration 66Q: 3 clusters Score -2.874312e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 220239 members 
Entering Unmasked Estep 
Score: -28743054.000000 Penalty: 6108.230469
	Iteration 67Q: 3 clusters Score -2.874305e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 220319 members 
Entering Unmasked Estep 
Score: -28743072.000000 Penalty: 6108.230469
	Iteration 68Q: 3 clusters Score -2.874307e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 220399 members 
Entering Unmasked Estep 
Score: -28743046.000000 Penalty: 6108.230469
	Iteration 69Q: 3 clusters Score -2.874305e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 220476 members 
Entering Unmasked Estep 
Score: -28743036.000000 Penalty: 6108.230469
	Iteration 70Q: 3 clusters Score -2.874304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 220547 members 
Entering Unmasked Estep 
Score: -28743040.000000 Penalty: 6108.230469
	Iteration 71Q: 3 clusters Score -2.874304e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 220612 members 
Entering Unmasked Estep 
Score: -28743036.000000 Penalty: 6108.230469
	Iteration 72Q: 3 clusters Score -2.874304e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 220662 members 
Entering Unmasked Estep 
Score: -28743028.000000 Penalty: 6108.230469
	Iteration 73Q: 3 clusters Score -2.874303e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 220727 members 
Entering Unmasked Estep 
Score: -28743016.000000 Penalty: 6108.230469
	Iteration 74Q: 3 clusters Score -2.874302e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 220793 members 
Entering Unmasked Estep 
Score: -28742996.000000 Penalty: 6108.230469
	Iteration 75Q: 3 clusters Score -2.8743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 220845 members 
Entering Unmasked Estep 
Score: -28742972.000000 Penalty: 6108.230469
	Iteration 76Q: 3 clusters Score -2.874297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 220889 members 
Entering Unmasked Estep 
Score: -28742972.000000 Penalty: 6108.230469
	Iteration 77Q: 3 clusters Score -2.874297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 220933 members 
Entering Unmasked Estep 
Score: -28742992.000000 Penalty: 6108.230469
	Iteration 78Q: 3 clusters Score -2.874299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 220978 members 
Entering Unmasked Estep 
Score: -28742980.000000 Penalty: 6108.230469
	Iteration 79Q: 3 clusters Score -2.874298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 221023 members 
Entering Unmasked Estep 
Score: -28742976.000000 Penalty: 6108.230469
	Iteration 80F: 3 clusters Score -2.874298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 221075 members 
Entering Unmasked Estep 
Score: -28742942.000000 Penalty: 6108.230469
	Iteration 81Q: 3 clusters Score -2.874294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 221124 members 
Entering Unmasked Estep 
Score: -28742962.000000 Penalty: 6108.230469
	Iteration 82Q: 3 clusters Score -2.874296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 221172 members 
Entering Unmasked Estep 
Score: -28742992.000000 Penalty: 6108.230469
	Iteration 83Q: 3 clusters Score -2.874299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 221212 members 
Entering Unmasked Estep 
Score: -28742958.000000 Penalty: 6108.230469
	Iteration 84Q: 3 clusters Score -2.874296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 221247 members 
Entering Unmasked Estep 
Score: -28742972.000000 Penalty: 6108.230469
	Iteration 85Q: 3 clusters Score -2.874297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 221271 members 
Entering Unmasked Estep 
Score: -28742976.000000 Penalty: 6108.230469
	Iteration 86Q: 3 clusters Score -2.874298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 221295 members 
Entering Unmasked Estep 
Score: -28742962.000000 Penalty: 6108.230469
	Iteration 87Q: 3 clusters Score -2.874296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 221318 members 
Entering Unmasked Estep 
Score: -28742948.000000 Penalty: 6108.230469
	Iteration 88Q: 3 clusters Score -2.874295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -28742946.000000 Penalty: 6108.230469
	Iteration 89Q: 3 clusters Score -2.874295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 221369 members 
Entering Unmasked Estep 
Score: -28742958.000000 Penalty: 6108.230469
	Iteration 90Q: 3 clusters Score -2.874296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 221386 members 
Entering Unmasked Estep 
Score: -28742960.000000 Penalty: 6108.230469
	Iteration 91Q: 3 clusters Score -2.874296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -28742960.000000 Penalty: 6108.230469
	Iteration 92Q: 3 clusters Score -2.874296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 221411 members 
Entering Unmasked Estep 
Score: -28742970.000000 Penalty: 6108.230469
	Iteration 93Q: 3 clusters Score -2.874297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 221423 members 
Entering Unmasked Estep 
Score: -28742964.000000 Penalty: 6108.230469
	Iteration 94Q: 3 clusters Score -2.874296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 221439 members 
Entering Unmasked Estep 
Score: -28742950.000000 Penalty: 6108.230469
	Iteration 95Q: 3 clusters Score -2.874295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 221451 members 
Entering Unmasked Estep 
Score: -28742958.000000 Penalty: 6108.230469
	Iteration 96Q: 3 clusters Score -2.874296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 221458 members 
Entering Unmasked Estep 
Score: -28742954.000000 Penalty: 6108.230469
	Iteration 97Q: 3 clusters Score -2.874295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 221468 members 
Entering Unmasked Estep 
Score: -28742940.000000 Penalty: 6108.230469
	Iteration 98Q: 3 clusters Score -2.874294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -28742966.000000 Penalty: 6108.230469
	Iteration 99Q: 3 clusters Score -2.874297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 221476 members 
Entering Unmasked Estep 
Score: -28742946.000000 Penalty: 6108.230469
	Iteration 100F: 3 clusters Score -2.874295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -28742948.000000 Penalty: 6108.230469
	Iteration 101Q: 3 clusters Score -2.874295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 221482 members 
Entering Unmasked Estep 
Score: -28742956.000000 Penalty: 6108.230469
	Iteration 102Q: 3 clusters Score -2.874296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -28742958.000000 Penalty: 6108.230469
	Iteration 103Q: 3 clusters Score -2.874296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 221481 members 
Entering Unmasked Estep 
Score: -28742958.000000 Penalty: 6108.230469
	Iteration 104F: 3 clusters Score -2.874296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Entering Unmasked Estep 
Score: -2989414.250000 Penalty: 2489.048828
	Iteration 0F: 2 clusters Score -2989414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2973551.000000 Penalty: 4978.097656
	Iteration 0F: 3 clusters Score -2973551 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2979040.000000 Penalty: 4978.097656
	Iteration 1F: 3 clusters Score -2979040 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2979681.250000 Penalty: 4978.097656
	Iteration 2F: 3 clusters Score -2979681 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2980399.750000 Penalty: 4978.097656
	Iteration 3F: 3 clusters Score -2980400 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2981334.250000 Penalty: 4978.097656
	Iteration 4F: 3 clusters Score -2981334 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2982550.500000 Penalty: 4978.097656
	Iteration 5F: 3 clusters Score -2982550 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2984018.250000 Penalty: 4978.097656
	Iteration 6F: 3 clusters Score -2984018 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2985342.500000 Penalty: 4978.097656
	Iteration 7F: 3 clusters Score -2985342 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2986224.500000 Penalty: 4978.097656
	Iteration 8Q: 3 clusters Score -2986224 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2986789.000000 Penalty: 4978.097656
	Iteration 9Q: 3 clusters Score -2986789 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2987020.250000 Penalty: 4978.097656
	Iteration 10Q: 3 clusters Score -2987020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2987133.750000 Penalty: 4978.097656
	Iteration 11Q: 3 clusters Score -2987134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2987205.000000 Penalty: 4978.097656
	Iteration 12Q: 3 clusters Score -2987205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2987247.750000 Penalty: 4978.097656
	Iteration 13Q: 3 clusters Score -2987248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2987278.750000 Penalty: 4978.097656
	Iteration 14Q: 3 clusters Score -2987279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2987305.000000 Penalty: 4978.097656
	Iteration 15Q: 3 clusters Score -2987305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2987315.500000 Penalty: 4978.097656
	Iteration 16Q: 3 clusters Score -2987316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2987332.000000 Penalty: 4978.097656
	Iteration 17Q: 3 clusters Score -2987332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2987344.500000 Penalty: 4978.097656
	Iteration 18Q: 3 clusters Score -2987344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2987361.250000 Penalty: 4978.097656
	Iteration 19Q: 3 clusters Score -2987361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2987372.000000 Penalty: 4978.097656
	Iteration 20F: 3 clusters Score -2987372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2987392.250000 Penalty: 4978.097656
	Iteration 21Q: 3 clusters Score -2987392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2987408.500000 Penalty: 4978.097656
	Iteration 22Q: 3 clusters Score -2987408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2987431.000000 Penalty: 4978.097656
	Iteration 23Q: 3 clusters Score -2987431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2987453.000000 Penalty: 4978.097656
	Iteration 24Q: 3 clusters Score -2987453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2987460.500000 Penalty: 4978.097656
	Iteration 25Q: 3 clusters Score -2987460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2987464.500000 Penalty: 4978.097656
	Iteration 26Q: 3 clusters Score -2987464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2987460.250000 Penalty: 4978.097656
	Iteration 27Q: 3 clusters Score -2987460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2987474.500000 Penalty: 4978.097656
	Iteration 28Q: 3 clusters Score -2987474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2987493.250000 Penalty: 4978.097656
	Iteration 29Q: 3 clusters Score -2987493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2987500.750000 Penalty: 4978.097656
	Iteration 30Q: 3 clusters Score -2987501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2987510.250000 Penalty: 4978.097656
	Iteration 31Q: 3 clusters Score -2987510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2987521.750000 Penalty: 4978.097656
	Iteration 32Q: 3 clusters Score -2987522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2987528.500000 Penalty: 4978.097656
	Iteration 33Q: 3 clusters Score -2987528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2987526.000000 Penalty: 4978.097656
	Iteration 34Q: 3 clusters Score -2987526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2987531.750000 Penalty: 4978.097656
	Iteration 35Q: 3 clusters Score -2987532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2987536.500000 Penalty: 4978.097656
	Iteration 36Q: 3 clusters Score -2987536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2987549.250000 Penalty: 4978.097656
	Iteration 37Q: 3 clusters Score -2987549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2987551.750000 Penalty: 4978.097656
	Iteration 38Q: 3 clusters Score -2987552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2987557.500000 Penalty: 4978.097656
	Iteration 39Q: 3 clusters Score -2987558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2987563.000000 Penalty: 4978.097656
	Iteration 40F: 3 clusters Score -2987563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2987571.750000 Penalty: 4978.097656
	Iteration 41Q: 3 clusters Score -2987572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2987570.250000 Penalty: 4978.097656
	Iteration 42Q: 3 clusters Score -2987570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2987572.250000 Penalty: 4978.097656
	Iteration 43Q: 3 clusters Score -2987572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2987582.000000 Penalty: 4978.097656
	Iteration 44Q: 3 clusters Score -2987582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2987581.000000 Penalty: 4978.097656
	Iteration 45Q: 3 clusters Score -2987581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2987581.750000 Penalty: 4978.097656
	Iteration 46Q: 3 clusters Score -2987582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2987590.500000 Penalty: 4978.097656
	Iteration 47Q: 3 clusters Score -2987590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2987589.500000 Penalty: 4978.097656
	Iteration 48Q: 3 clusters Score -2987590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2987588.750000 Penalty: 4978.097656
	Iteration 49Q: 3 clusters Score -2987589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2987593.000000 Penalty: 4978.097656
	Iteration 50Q: 3 clusters Score -2987593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2987594.500000 Penalty: 4978.097656
	Iteration 51Q: 3 clusters Score -2987594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2987595.250000 Penalty: 4978.097656
	Iteration 52Q: 3 clusters Score -2987595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2987594.000000 Penalty: 4978.097656
	Iteration 53Q: 3 clusters Score -2987594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2987594.000000 Penalty: 4978.097656
	Iteration 54F: 3 clusters Score -2987594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -182157.250000 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -182157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179940.218750 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -179940.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -181429.046875 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -181429 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -182775.406250 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -182775.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183444.656250 Penalty: 3686.511963
	Iteration 3F: 3 clusters Score -183444.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -183773.640625 Penalty: 3686.511963
	Iteration 4Q: 3 clusters Score -183773.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -183822.328125 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -183822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183832.109375 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -183832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -183836.640625 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -183836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -183843.406250 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -183843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -183846.000000 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -183846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -183855.640625 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -183855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -183857.265625 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -183857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -183857.265625 Penalty: 3686.511963
	Iteration 12F: 3 clusters Score -183857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 209013 members 
Mstep: Class 6 contains 177175 members 
Mstep: Class 7 contains 51213 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 51952 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 89379 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 223012 members 
Mstep: Class 22 contains 22845 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 528 members 
Entering Unmasked Estep 
Score: -138552672.000000 Penalty: 82755.171875
Splitting cluster 23 changes total score from -138552192.000000 to -138552672.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 209013 members 
Mstep: Class 6 contains 177175 members 
Mstep: Class 7 contains 51213 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 51952 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 89379 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 223012 members 
Mstep: Class 22 contains 22845 members 
Mstep: Class 23 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553440.000000 Penalty: 82755.171875
Iteration 79Q: 25 clusters Score -1.385534e+08 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54590 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 208836 members 
Mstep: Class 6 contains 177387 members 
Mstep: Class 7 contains 50742 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 52068 members 
Mstep: Class 14 contains 179 members 
Mstep: Class 15 contains 18613 members 
Mstep: Class 16 contains 7733 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 89275 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 153453 members 
Mstep: Class 21 contains 223448 members 
Mstep: Class 22 contains 22833 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554096.000000 Penalty: 82755.171875
Iteration 80F: 25 clusters Score -1.385541e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54683 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 208453 members 
Mstep: Class 6 contains 177551 members 
Mstep: Class 7 contains 50323 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 8461 members 
Mstep: Class 13 contains 52145 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 18741 members 
Mstep: Class 16 contains 7755 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 89123 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 153430 members 
Mstep: Class 21 contains 223868 members 
Mstep: Class 22 contains 22832 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554288.000000 Penalty: 82755.171875
Iteration 81Q: 25 clusters Score -1.385543e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54811 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 207974 members 
Mstep: Class 6 contains 177742 members 
Mstep: Class 7 contains 49908 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 5723 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 52239 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 89004 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 153507 members 
Mstep: Class 21 contains 224325 members 
Mstep: Class 22 contains 22833 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554112.000000 Penalty: 82755.171875
Iteration 82Q: 25 clusters Score -1.385541e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 54917 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 207512 members 
Mstep: Class 6 contains 177941 members 
Mstep: Class 7 contains 49519 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 8182 members 
Mstep: Class 13 contains 52324 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 18963 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 88894 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 153634 members 
Mstep: Class 21 contains 224724 members 
Mstep: Class 22 contains 22826 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553984.000000 Penalty: 82755.171875
Iteration 83Q: 25 clusters Score -1.38554e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55020 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 207046 members 
Mstep: Class 6 contains 178092 members 
Mstep: Class 7 contains 49186 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 5648 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 8057 members 
Mstep: Class 13 contains 52378 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 153784 members 
Mstep: Class 21 contains 225077 members 
Mstep: Class 22 contains 22830 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553872.000000 Penalty: 82755.171875
Iteration 84Q: 25 clusters Score -1.385539e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55137 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 206643 members 
Mstep: Class 6 contains 178288 members 
Mstep: Class 7 contains 48880 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 52433 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 7817 members 
Mstep: Class 17 contains 3573 members 
Mstep: Class 18 contains 88738 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 153972 members 
Mstep: Class 21 contains 225350 members 
Mstep: Class 22 contains 22805 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553872.000000 Penalty: 82755.171875
Iteration 85Q: 25 clusters Score -1.385539e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55246 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 206255 members 
Mstep: Class 6 contains 178457 members 
Mstep: Class 7 contains 48590 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 52499 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 88651 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 154220 members 
Mstep: Class 21 contains 225538 members 
Mstep: Class 22 contains 22792 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554144.000000 Penalty: 82755.171875
Iteration 86Q: 25 clusters Score -1.385541e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55359 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 205935 members 
Mstep: Class 6 contains 178608 members 
Mstep: Class 7 contains 48349 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 52577 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19319 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 88580 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 154421 members 
Mstep: Class 21 contains 225676 members 
Mstep: Class 22 contains 22775 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554256.000000 Penalty: 82755.171875
Iteration 87Q: 25 clusters Score -1.385543e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55485 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 205677 members 
Mstep: Class 6 contains 178750 members 
Mstep: Class 7 contains 48140 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 7586 members 
Mstep: Class 13 contains 52647 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 19364 members 
Mstep: Class 16 contains 7841 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 88492 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 154622 members 
Mstep: Class 21 contains 225763 members 
Mstep: Class 22 contains 22764 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553888.000000 Penalty: 82755.171875
Iteration 88Q: 25 clusters Score -1.385539e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 205408 members 
Mstep: Class 6 contains 178867 members 
Mstep: Class 7 contains 47956 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 7485 members 
Mstep: Class 13 contains 52729 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19409 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 88412 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 154817 members 
Mstep: Class 21 contains 225841 members 
Mstep: Class 22 contains 22763 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553888.000000 Penalty: 82755.171875
Iteration 89Q: 25 clusters Score -1.385539e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55700 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 205152 members 
Mstep: Class 6 contains 178944 members 
Mstep: Class 7 contains 47787 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 7398 members 
Mstep: Class 13 contains 52799 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 88349 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 155051 members 
Mstep: Class 21 contains 225886 members 
Mstep: Class 22 contains 22753 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553616.000000 Penalty: 82755.171875
Iteration 90Q: 25 clusters Score -1.385536e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55797 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 204959 members 
Mstep: Class 6 contains 179006 members 
Mstep: Class 7 contains 47648 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 52878 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19502 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 88274 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 155242 members 
Mstep: Class 21 contains 225889 members 
Mstep: Class 22 contains 22750 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553376.000000 Penalty: 82755.171875
Iteration 91Q: 25 clusters Score -1.385534e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 55907 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 204742 members 
Mstep: Class 6 contains 179029 members 
Mstep: Class 7 contains 47509 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 52948 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 88216 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 155507 members 
Mstep: Class 21 contains 225875 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553520.000000 Penalty: 82755.171875
Iteration 92Q: 25 clusters Score -1.385535e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56032 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204588 members 
Mstep: Class 6 contains 179047 members 
Mstep: Class 7 contains 47406 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 5456 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 53017 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 19558 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 88158 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 155722 members 
Mstep: Class 21 contains 225864 members 
Mstep: Class 22 contains 22760 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553536.000000 Penalty: 82755.171875
Iteration 93Q: 25 clusters Score -1.385535e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56158 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204491 members 
Mstep: Class 6 contains 179057 members 
Mstep: Class 7 contains 47295 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 5453 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 53081 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 19578 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 88108 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 155895 members 
Mstep: Class 21 contains 225826 members 
Mstep: Class 22 contains 22764 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553824.000000 Penalty: 82755.171875
Iteration 94Q: 25 clusters Score -1.385538e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56317 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204417 members 
Mstep: Class 6 contains 179089 members 
Mstep: Class 7 contains 47174 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 53148 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 15 contains 19600 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 88066 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 156031 members 
Mstep: Class 21 contains 225788 members 
Mstep: Class 22 contains 22762 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553904.000000 Penalty: 82755.171875
Iteration 95Q: 25 clusters Score -1.385539e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56480 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204387 members 
Mstep: Class 6 contains 179137 members 
Mstep: Class 7 contains 47072 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 6669 members 
Mstep: Class 13 contains 53215 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 7880 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 88029 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 156143 members 
Mstep: Class 21 contains 225681 members 
Mstep: Class 22 contains 22762 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138553632.000000 Penalty: 82755.171875
Iteration 96Q: 25 clusters Score -1.385536e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56651 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204343 members 
Mstep: Class 6 contains 179164 members 
Mstep: Class 7 contains 46967 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 53263 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 7881 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 87994 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 156271 members 
Mstep: Class 21 contains 225624 members 
Mstep: Class 22 contains 22751 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
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Iteration 97Q: 25 clusters Score -1.385538e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 56835 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204356 members 
Mstep: Class 6 contains 179201 members 
Mstep: Class 7 contains 46869 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 53307 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 87949 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 156368 members 
Mstep: Class 21 contains 225548 members 
Mstep: Class 22 contains 22746 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -1.38554e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57009 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204363 members 
Mstep: Class 6 contains 179252 members 
Mstep: Class 7 contains 46796 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 53338 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 87899 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 156447 members 
Mstep: Class 21 contains 225490 members 
Mstep: Class 22 contains 22737 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
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Iteration 99Q: 25 clusters Score -1.385539e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57174 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204394 members 
Mstep: Class 6 contains 179266 members 
Mstep: Class 7 contains 46735 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 5410 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 53362 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 7886 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 87852 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 156513 members 
Mstep: Class 21 contains 225446 members 
Mstep: Class 22 contains 22725 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
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Iteration 100F: 25 clusters Score -1.385542e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204443 members 
Mstep: Class 6 contains 179277 members 
Mstep: Class 7 contains 46672 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 53392 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 87816 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 156578 members 
Mstep: Class 21 contains 225374 members 
Mstep: Class 22 contains 22720 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -1.385541e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57520 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204496 members 
Mstep: Class 6 contains 179267 members 
Mstep: Class 7 contains 46616 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 5665 members 
Mstep: Class 13 contains 53428 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 87780 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 156647 members 
Mstep: Class 21 contains 225289 members 
Mstep: Class 22 contains 22714 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
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Iteration 102Q: 25 clusters Score -1.385544e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57688 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204532 members 
Mstep: Class 6 contains 179269 members 
Mstep: Class 7 contains 46574 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 5501 members 
Mstep: Class 13 contains 53458 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 18 contains 87756 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 156706 members 
Mstep: Class 21 contains 225220 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554272.000000 Penalty: 82755.171875
Iteration 103Q: 25 clusters Score -1.385543e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 57855 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204548 members 
Mstep: Class 6 contains 179276 members 
Mstep: Class 7 contains 46528 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 53480 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19706 members 
Mstep: Class 16 contains 7920 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 87734 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 156763 members 
Mstep: Class 21 contains 225170 members 
Mstep: Class 22 contains 22716 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554176.000000 Penalty: 82755.171875
Iteration 104Q: 25 clusters Score -1.385542e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 58036 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204554 members 
Mstep: Class 6 contains 179287 members 
Mstep: Class 7 contains 46495 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 5174 members 
Mstep: Class 13 contains 53495 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87709 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 156807 members 
Mstep: Class 21 contains 225126 members 
Mstep: Class 22 contains 22717 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554096.000000 Penalty: 82755.171875
Iteration 105Q: 25 clusters Score -1.385541e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 58220 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204554 members 
Mstep: Class 6 contains 179286 members 
Mstep: Class 7 contains 46469 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 53513 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19714 members 
Mstep: Class 16 contains 7929 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 87674 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 156865 members 
Mstep: Class 21 contains 225084 members 
Mstep: Class 22 contains 22720 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554336.000000 Penalty: 82755.171875
Iteration 106Q: 25 clusters Score -1.385543e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 58402 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204564 members 
Mstep: Class 6 contains 179280 members 
Mstep: Class 7 contains 46423 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 53532 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 7936 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 87648 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 156925 members 
Mstep: Class 21 contains 225049 members 
Mstep: Class 22 contains 22727 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554496.000000 Penalty: 82755.171875
Iteration 107Q: 25 clusters Score -1.385545e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 58559 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204609 members 
Mstep: Class 6 contains 179293 members 
Mstep: Class 7 contains 46386 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4677 members 
Mstep: Class 13 contains 53545 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 87618 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 156948 members 
Mstep: Class 21 contains 225015 members 
Mstep: Class 22 contains 22724 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554624.000000 Penalty: 82755.171875
Iteration 108Q: 25 clusters Score -1.385546e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 58722 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204654 members 
Mstep: Class 6 contains 179313 members 
Mstep: Class 7 contains 46344 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4513 members 
Mstep: Class 13 contains 53564 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 7940 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 87585 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 156984 members 
Mstep: Class 21 contains 224986 members 
Mstep: Class 22 contains 22719 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554560.000000 Penalty: 82755.171875
Iteration 109Q: 25 clusters Score -1.385546e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 58897 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204692 members 
Mstep: Class 6 contains 179311 members 
Mstep: Class 7 contains 46314 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 53574 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 87564 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 157002 members 
Mstep: Class 21 contains 224959 members 
Mstep: Class 22 contains 22720 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554512.000000 Penalty: 82755.171875
Iteration 110Q: 25 clusters Score -1.385545e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 59051 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204719 members 
Mstep: Class 6 contains 179309 members 
Mstep: Class 7 contains 46283 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 53584 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 7950 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 87542 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 157020 members 
Mstep: Class 21 contains 224944 members 
Mstep: Class 22 contains 22721 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554416.000000 Penalty: 82755.171875
Iteration 111Q: 25 clusters Score -1.385544e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59204 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204732 members 
Mstep: Class 6 contains 179307 members 
Mstep: Class 7 contains 46252 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 53597 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 7953 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87522 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 157034 members 
Mstep: Class 21 contains 224945 members 
Mstep: Class 22 contains 22720 members 
Mstep: Class 23 contains 1165 members 
Mstep: Class 24 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138554864.000000 Penalty: 82755.171875
Iteration 112Q: 25 clusters Score -1.385549e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59345 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204761 members 
Mstep: Class 6 contains 179311 members 
Mstep: Class 7 contains 46215 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3915 members 
Mstep: Class 13 contains 53610 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 87500 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 157064 members 
Mstep: Class 21 contains 224913 members 
Mstep: Class 22 contains 22718 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555280.000000 Penalty: 82755.171875
Iteration 113Q: 25 clusters Score -1.385553e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59478 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204777 members 
Mstep: Class 6 contains 179318 members 
Mstep: Class 7 contains 46185 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3789 members 
Mstep: Class 13 contains 53613 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 87482 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 157089 members 
Mstep: Class 21 contains 224905 members 
Mstep: Class 22 contains 22717 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555136.000000 Penalty: 82755.171875
Iteration 114Q: 25 clusters Score -1.385551e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59603 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204798 members 
Mstep: Class 6 contains 179328 members 
Mstep: Class 7 contains 46158 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 53617 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 87465 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 157107 members 
Mstep: Class 21 contains 224891 members 
Mstep: Class 22 contains 22716 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555392.000000 Penalty: 82755.171875
Iteration 115Q: 25 clusters Score -1.385554e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59731 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204822 members 
Mstep: Class 6 contains 179331 members 
Mstep: Class 7 contains 46127 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 5347 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 53619 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 87451 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157135 members 
Mstep: Class 21 contains 224871 members 
Mstep: Class 22 contains 22717 members 
Mstep: Class 23 contains 1021 members 
Mstep: Class 24 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555440.000000 Penalty: 82755.171875
Iteration 116Q: 25 clusters Score -1.385554e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59848 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204823 members 
Mstep: Class 6 contains 179328 members 
Mstep: Class 7 contains 46103 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 53622 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19732 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 87440 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157167 members 
Mstep: Class 21 contains 224855 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 24 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555600.000000 Penalty: 82755.171875
Iteration 117Q: 25 clusters Score -1.385556e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 59957 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204822 members 
Mstep: Class 6 contains 179341 members 
Mstep: Class 7 contains 46067 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 53626 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 87421 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157205 members 
Mstep: Class 21 contains 224850 members 
Mstep: Class 22 contains 22711 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138555584.000000 Penalty: 82755.171875
Iteration 118Q: 25 clusters Score -1.385556e+08 nChanged 357
Entering ConstructFrom: 
Score: -138555584.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -369903.593750 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -369903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -366610.875000 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -366610.9 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -367346.531250 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -367346.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367560.375000 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -367560.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -367675.968750 Penalty: 3975.110352
	Iteration 3F: 3 clusters Score -367676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -367739.187500 Penalty: 3975.110352
	Iteration 4Q: 3 clusters Score -367739.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -367781.750000 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -367781.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367815.250000 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -367815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367838.531250 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -367838.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367853.718750 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -367853.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -367859.468750 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -367859.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -367866.968750 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -367867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367877.125000 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -367877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -367887.187500 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -367887.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -367895.875000 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -367895.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367905.531250 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -367905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -367913.875000 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -367913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -367923.031250 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -367923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -367930.000000 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -367930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367937.031250 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -367937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -367943.812500 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -367943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -367954.625000 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -367954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -367966.375000 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -367966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -367980.218750 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -367980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -367989.500000 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -367989.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -368002.531250 Penalty: 3975.110352
	Iteration 24Q: 3 clusters Score -368002.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -368013.218750 Penalty: 3975.110352
	Iteration 25Q: 3 clusters Score -368013.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368024.562500 Penalty: 3975.110352
	Iteration 26Q: 3 clusters Score -368024.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -368043.187500 Penalty: 3975.110352
	Iteration 27Q: 3 clusters Score -368043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -368062.093750 Penalty: 3975.110352
	Iteration 28Q: 3 clusters Score -368062.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -368086.000000 Penalty: 3975.110352
	Iteration 29Q: 3 clusters Score -368086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -368103.062500 Penalty: 3975.110352
	Iteration 30Q: 3 clusters Score -368103.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -368119.781250 Penalty: 3975.110352
	Iteration 31Q: 3 clusters Score -368119.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -368135.281250 Penalty: 3975.110352
	Iteration 32Q: 3 clusters Score -368135.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -368153.812500 Penalty: 3975.110352
	Iteration 33Q: 3 clusters Score -368153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -368164.906250 Penalty: 3975.110352
	Iteration 34Q: 3 clusters Score -368164.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -368172.968750 Penalty: 3975.110352
	Iteration 35Q: 3 clusters Score -368173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -368177.156250 Penalty: 3975.110352
	Iteration 36Q: 3 clusters Score -368177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -368182.000000 Penalty: 3975.110352
	Iteration 37Q: 3 clusters Score -368182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368191.531250 Penalty: 3975.110352
	Iteration 38Q: 3 clusters Score -368191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368200.937500 Penalty: 3975.110352
	Iteration 39Q: 3 clusters Score -368200.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -368212.343750 Penalty: 3975.110352
	Iteration 40F: 3 clusters Score -368212.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -368218.687500 Penalty: 3975.110352
	Iteration 41Q: 3 clusters Score -368218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -368225.781250 Penalty: 3975.110352
	Iteration 42Q: 3 clusters Score -368225.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -368231.750000 Penalty: 3975.110352
	Iteration 43Q: 3 clusters Score -368231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -368237.031250 Penalty: 3975.110352
	Iteration 44Q: 3 clusters Score -368237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -368243.593750 Penalty: 3975.110352
	Iteration 45Q: 3 clusters Score -368243.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -368252.281250 Penalty: 3975.110352
	Iteration 46Q: 3 clusters Score -368252.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -368263.875000 Penalty: 3975.110352
	Iteration 47Q: 3 clusters Score -368263.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -368276.812500 Penalty: 3975.110352
	Iteration 48Q: 3 clusters Score -368276.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -368285.750000 Penalty: 3975.110352
	Iteration 49Q: 3 clusters Score -368285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -368292.875000 Penalty: 3975.110352
	Iteration 50Q: 3 clusters Score -368292.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -368298.406250 Penalty: 3975.110352
	Iteration 51Q: 3 clusters Score -368298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368302.156250 Penalty: 3975.110352
	Iteration 52Q: 3 clusters Score -368302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -368302.875000 Penalty: 3975.110352
	Iteration 53Q: 3 clusters Score -368302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -368302.906250 Penalty: 3975.110352
	Iteration 54Q: 3 clusters Score -368302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -368302.906250 Penalty: 3975.110352
	Iteration 55F: 3 clusters Score -368302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -122464.210938 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -122464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120618.148438 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -120618.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -121879.929688 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -121879.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123592.726562 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -123592.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124226.046875 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -124226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -124315.937500 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -124315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -124328.000000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -124328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -124337.976562 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -124338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -124351.117188 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -124351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124378.609375 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -124378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -124395.648438 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -124395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -124395.648438 Penalty: 3483.342529
	Iteration 10F: 3 clusters Score -124395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60075 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179348 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87406 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157226 members 
Mstep: Class 21 contains 224839 members 
Mstep: Class 22 contains 22710 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
Score: -138556224.000000 Penalty: 86203.304688
Splitting cluster 2 changes total score from -138555584.000000 to -138556224.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (60075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Entering Unmasked Estep 
Score: -7781904.000000 Penalty: 2728.830566
	Iteration 0F: 2 clusters Score -7781904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -7741385.000000 Penalty: 5457.661133
	Iteration 0F: 3 clusters Score -7741385 nChanged 28042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7756908.000000 Penalty: 5457.661133
	Iteration 1F: 3 clusters Score -7756908 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -7757582.000000 Penalty: 5457.661133
	Iteration 2Q: 3 clusters Score -7757582 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -7758513.500000 Penalty: 5457.661133
	Iteration 3Q: 3 clusters Score -7758514 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -7759820.000000 Penalty: 5457.661133
	Iteration 4Q: 3 clusters Score -7759820 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -7761850.500000 Penalty: 5457.661133
	Iteration 5F: 3 clusters Score -7761850 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7764624.000000 Penalty: 5457.661133
	Iteration 6F: 3 clusters Score -7764624 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -7768190.500000 Penalty: 5457.661133
	Iteration 7F: 3 clusters Score -7768190 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -7771771.000000 Penalty: 5457.661133
	Iteration 8F: 3 clusters Score -7771771 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7774640.500000 Penalty: 5457.661133
	Iteration 9F: 3 clusters Score -7774640 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7776428.000000 Penalty: 5457.661133
	Iteration 10Q: 3 clusters Score -7776428 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7777535.000000 Penalty: 5457.661133
	Iteration 11Q: 3 clusters Score -7777535 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -7778186.500000 Penalty: 5457.661133
	Iteration 12Q: 3 clusters Score -7778186 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -7778591.500000 Penalty: 5457.661133
	Iteration 13Q: 3 clusters Score -7778592 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7778839.000000 Penalty: 5457.661133
	Iteration 14Q: 3 clusters Score -7778839 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -7779046.000000 Penalty: 5457.661133
	Iteration 15Q: 3 clusters Score -7779046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -7779174.500000 Penalty: 5457.661133
	Iteration 16Q: 3 clusters Score -7779174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -7779288.000000 Penalty: 5457.661133
	Iteration 17Q: 3 clusters Score -7779288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -7779353.000000 Penalty: 5457.661133
	Iteration 18Q: 3 clusters Score -7779353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -7779396.500000 Penalty: 5457.661133
	Iteration 19Q: 3 clusters Score -7779396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -7779426.500000 Penalty: 5457.661133
	Iteration 20F: 3 clusters Score -7779426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -7779450.500000 Penalty: 5457.661133
	Iteration 21Q: 3 clusters Score -7779450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7779467.500000 Penalty: 5457.661133
	Iteration 22Q: 3 clusters Score -7779468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -7779479.500000 Penalty: 5457.661133
	Iteration 23Q: 3 clusters Score -7779480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -7779490.000000 Penalty: 5457.661133
	Iteration 24Q: 3 clusters Score -7779490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -7779490.000000 Penalty: 5457.661133
	Iteration 25Q: 3 clusters Score -7779490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -7779491.500000 Penalty: 5457.661133
	Iteration 26Q: 3 clusters Score -7779492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -7779503.500000 Penalty: 5457.661133
	Iteration 27Q: 3 clusters Score -7779504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -7779501.000000 Penalty: 5457.661133
	Iteration 28Q: 3 clusters Score -7779501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -7779506.000000 Penalty: 5457.661133
	Iteration 29Q: 3 clusters Score -7779506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -7779512.000000 Penalty: 5457.661133
	Iteration 30Q: 3 clusters Score -7779512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -7779520.000000 Penalty: 5457.661133
	Iteration 31Q: 3 clusters Score -7779520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -7779516.000000 Penalty: 5457.661133
	Iteration 32Q: 3 clusters Score -7779516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -7779518.000000 Penalty: 5457.661133
	Iteration 33Q: 3 clusters Score -7779518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -7779516.000000 Penalty: 5457.661133
	Iteration 34Q: 3 clusters Score -7779516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -7779524.500000 Penalty: 5457.661133
	Iteration 35Q: 3 clusters Score -7779524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -7779524.500000 Penalty: 5457.661133
	Iteration 36F: 3 clusters Score -7779524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -431688.812500 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -431688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -428208.250000 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -428208.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -428927.093750 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -428927.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -429085.625000 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -429085.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429161.875000 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -429161.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -429210.500000 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -429210.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -429252.875000 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -429252.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -429283.781250 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -429283.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429307.156250 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -429307.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -429335.437500 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -429335.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -429361.625000 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -429361.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -429381.500000 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -429381.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -429396.843750 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -429396.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -429414.312500 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -429414.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -429433.312500 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -429433.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -429452.812500 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -429452.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -429469.937500 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -429469.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -429483.000000 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -429483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -429499.750000 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -429499.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -429516.281250 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -429516.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -429529.656250 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -429529.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -429541.937500 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -429541.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -429553.000000 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -429553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -429562.375000 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -429562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -429570.281250 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -429570.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -429576.187500 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -429576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -429583.187500 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -429583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -429591.187500 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -429591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -429596.062500 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -429596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -429597.937500 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -429597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429599.156250 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -429599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -429600.656250 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -429600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -429605.281250 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -429605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -429606.906250 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -429606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -429608.812500 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -429608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -429611.062500 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -429611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429613.312500 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -429613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429614.875000 Penalty: 4025.298096
	Iteration 36Q: 3 clusters Score -429614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -429615.187500 Penalty: 4025.298096
	Iteration 37Q: 3 clusters Score -429615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429615.781250 Penalty: 4025.298096
	Iteration 38Q: 3 clusters Score -429615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -429617.375000 Penalty: 4025.298096
	Iteration 39Q: 3 clusters Score -429617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -429617.375000 Penalty: 4025.298096
	Iteration 40F: 3 clusters Score -429617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204829 members 
Entering Unmasked Estep 
Score: -26462750.000000 Penalty: 3033.022949
	Iteration 0F: 2 clusters Score -2.646275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -26331228.000000 Penalty: 6066.045898
	Iteration 0F: 3 clusters Score -2.633123e+07 nChanged 98570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -26390570.000000 Penalty: 6066.045898
	Iteration 1F: 3 clusters Score -2.639057e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -26393244.000000 Penalty: 6066.045898
	Iteration 2Q: 3 clusters Score -2.639324e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -26397772.000000 Penalty: 6066.045898
	Iteration 3Q: 3 clusters Score -2.639777e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -26405118.000000 Penalty: 6066.045898
	Iteration 4F: 3 clusters Score -2.640512e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -26415032.000000 Penalty: 6066.045898
	Iteration 5F: 3 clusters Score -2.641503e+07 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -26427122.000000 Penalty: 6066.045898
	Iteration 6F: 3 clusters Score -2.642712e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 142911 members 
Entering Unmasked Estep 
Score: -26438048.000000 Penalty: 6066.045898
	Iteration 7F: 3 clusters Score -2.643805e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -26443844.000000 Penalty: 6066.045898
	Iteration 8F: 3 clusters Score -2.644384e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -26446454.000000 Penalty: 6066.045898
	Iteration 9Q: 3 clusters Score -2.644645e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -26448026.000000 Penalty: 6066.045898
	Iteration 10Q: 3 clusters Score -2.644803e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -26449370.000000 Penalty: 6066.045898
	Iteration 11Q: 3 clusters Score -2.644937e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -26450610.000000 Penalty: 6066.045898
	Iteration 12Q: 3 clusters Score -2.645061e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -26451994.000000 Penalty: 6066.045898
	Iteration 13Q: 3 clusters Score -2.645199e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -26453262.000000 Penalty: 6066.045898
	Iteration 14Q: 3 clusters Score -2.645326e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -26454452.000000 Penalty: 6066.045898
	Iteration 15Q: 3 clusters Score -2.645445e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 176451 members 
Entering Unmasked Estep 
Score: -26455758.000000 Penalty: 6066.045898
	Iteration 16Q: 3 clusters Score -2.645576e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 179676 members 
Entering Unmasked Estep 
Score: -26456764.000000 Penalty: 6066.045898
	Iteration 17Q: 3 clusters Score -2.645676e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -26457554.000000 Penalty: 6066.045898
	Iteration 18Q: 3 clusters Score -2.645755e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -26458400.000000 Penalty: 6066.045898
	Iteration 19Q: 3 clusters Score -2.64584e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 187961 members 
Entering Unmasked Estep 
Score: -26459188.000000 Penalty: 6066.045898
	Iteration 20F: 3 clusters Score -2.645919e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 190368 members 
Entering Unmasked Estep 
Score: -26459742.000000 Penalty: 6066.045898
	Iteration 21Q: 3 clusters Score -2.645974e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 192437 members 
Entering Unmasked Estep 
Score: -26460038.000000 Penalty: 6066.045898
	Iteration 22Q: 3 clusters Score -2.646004e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 194191 members 
Entering Unmasked Estep 
Score: -26460484.000000 Penalty: 6066.045898
	Iteration 23Q: 3 clusters Score -2.646048e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 195663 members 
Entering Unmasked Estep 
Score: -26460904.000000 Penalty: 6066.045898
	Iteration 24Q: 3 clusters Score -2.64609e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -26461104.000000 Penalty: 6066.045898
	Iteration 25Q: 3 clusters Score -2.64611e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 197907 members 
Entering Unmasked Estep 
Score: -26461248.000000 Penalty: 6066.045898
	Iteration 26Q: 3 clusters Score -2.646125e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 198759 members 
Entering Unmasked Estep 
Score: -26461440.000000 Penalty: 6066.045898
	Iteration 27Q: 3 clusters Score -2.646144e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 199466 members 
Entering Unmasked Estep 
Score: -26461504.000000 Penalty: 6066.045898
	Iteration 28Q: 3 clusters Score -2.64615e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 200036 members 
Entering Unmasked Estep 
Score: -26461466.000000 Penalty: 6066.045898
	Iteration 29Q: 3 clusters Score -2.646147e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 200509 members 
Entering Unmasked Estep 
Score: -26461410.000000 Penalty: 6066.045898
	Iteration 30Q: 3 clusters Score -2.646141e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 200902 members 
Entering Unmasked Estep 
Score: -26461418.000000 Penalty: 6066.045898
	Iteration 31Q: 3 clusters Score -2.646142e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 201228 members 
Entering Unmasked Estep 
Score: -26461436.000000 Penalty: 6066.045898
	Iteration 32Q: 3 clusters Score -2.646144e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 201485 members 
Entering Unmasked Estep 
Score: -26461448.000000 Penalty: 6066.045898
	Iteration 33Q: 3 clusters Score -2.646145e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 201679 members 
Entering Unmasked Estep 
Score: -26461542.000000 Penalty: 6066.045898
	Iteration 34Q: 3 clusters Score -2.646154e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 201834 members 
Entering Unmasked Estep 
Score: -26461578.000000 Penalty: 6066.045898
	Iteration 35Q: 3 clusters Score -2.646158e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -26461586.000000 Penalty: 6066.045898
	Iteration 36Q: 3 clusters Score -2.646159e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 202085 members 
Entering Unmasked Estep 
Score: -26461560.000000 Penalty: 6066.045898
	Iteration 37Q: 3 clusters Score -2.646156e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -26461510.000000 Penalty: 6066.045898
	Iteration 38Q: 3 clusters Score -2.646151e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 202287 members 
Entering Unmasked Estep 
Score: -26461486.000000 Penalty: 6066.045898
	Iteration 39Q: 3 clusters Score -2.646149e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 202358 members 
Entering Unmasked Estep 
Score: -26461500.000000 Penalty: 6066.045898
	Iteration 40F: 3 clusters Score -2.64615e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 202422 members 
Entering Unmasked Estep 
Score: -26461486.000000 Penalty: 6066.045898
	Iteration 41Q: 3 clusters Score -2.646149e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 202479 members 
Entering Unmasked Estep 
Score: -26461474.000000 Penalty: 6066.045898
	Iteration 42Q: 3 clusters Score -2.646147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 202525 members 
Entering Unmasked Estep 
Score: -26461506.000000 Penalty: 6066.045898
	Iteration 43Q: 3 clusters Score -2.646151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 202563 members 
Entering Unmasked Estep 
Score: -26461502.000000 Penalty: 6066.045898
	Iteration 44Q: 3 clusters Score -2.64615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 202593 members 
Entering Unmasked Estep 
Score: -26461476.000000 Penalty: 6066.045898
	Iteration 45Q: 3 clusters Score -2.646148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 202624 members 
Entering Unmasked Estep 
Score: -26461486.000000 Penalty: 6066.045898
	Iteration 46Q: 3 clusters Score -2.646149e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 202657 members 
Entering Unmasked Estep 
Score: -26461472.000000 Penalty: 6066.045898
	Iteration 47Q: 3 clusters Score -2.646147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 202681 members 
Entering Unmasked Estep 
Score: -26461462.000000 Penalty: 6066.045898
	Iteration 48Q: 3 clusters Score -2.646146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 202699 members 
Entering Unmasked Estep 
Score: -26461434.000000 Penalty: 6066.045898
	Iteration 49Q: 3 clusters Score -2.646143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 202723 members 
Entering Unmasked Estep 
Score: -26461466.000000 Penalty: 6066.045898
	Iteration 50Q: 3 clusters Score -2.646147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 202743 members 
Entering Unmasked Estep 
Score: -26461476.000000 Penalty: 6066.045898
	Iteration 51Q: 3 clusters Score -2.646148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 202761 members 
Entering Unmasked Estep 
Score: -26461484.000000 Penalty: 6066.045898
	Iteration 52Q: 3 clusters Score -2.646148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 202780 members 
Entering Unmasked Estep 
Score: -26461480.000000 Penalty: 6066.045898
	Iteration 53Q: 3 clusters Score -2.646148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 202798 members 
Entering Unmasked Estep 
Score: -26461468.000000 Penalty: 6066.045898
	Iteration 54Q: 3 clusters Score -2.646147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 202815 members 
Entering Unmasked Estep 
Score: -26461450.000000 Penalty: 6066.045898
	Iteration 55Q: 3 clusters Score -2.646145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 202834 members 
Entering Unmasked Estep 
Score: -26461442.000000 Penalty: 6066.045898
	Iteration 56Q: 3 clusters Score -2.646144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 202847 members 
Entering Unmasked Estep 
Score: -26461424.000000 Penalty: 6066.045898
	Iteration 57Q: 3 clusters Score -2.646142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 202863 members 
Entering Unmasked Estep 
Score: -26461428.000000 Penalty: 6066.045898
	Iteration 58Q: 3 clusters Score -2.646143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 202881 members 
Entering Unmasked Estep 
Score: -26461440.000000 Penalty: 6066.045898
	Iteration 59Q: 3 clusters Score -2.646144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 202894 members 
Entering Unmasked Estep 
Score: -26461422.000000 Penalty: 6066.045898
	Iteration 60F: 3 clusters Score -2.646142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 202910 members 
Entering Unmasked Estep 
Score: -26461398.000000 Penalty: 6066.045898
	Iteration 61Q: 3 clusters Score -2.64614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 202925 members 
Entering Unmasked Estep 
Score: -26461412.000000 Penalty: 6066.045898
	Iteration 62Q: 3 clusters Score -2.646141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 202935 members 
Entering Unmasked Estep 
Score: -26461430.000000 Penalty: 6066.045898
	Iteration 63Q: 3 clusters Score -2.646143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 202949 members 
Entering Unmasked Estep 
Score: -26461436.000000 Penalty: 6066.045898
	Iteration 64Q: 3 clusters Score -2.646144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 202966 members 
Entering Unmasked Estep 
Score: -26461434.000000 Penalty: 6066.045898
	Iteration 65Q: 3 clusters Score -2.646143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 202976 members 
Entering Unmasked Estep 
Score: -26461422.000000 Penalty: 6066.045898
	Iteration 66Q: 3 clusters Score -2.646142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 202981 members 
Entering Unmasked Estep 
Score: -26461434.000000 Penalty: 6066.045898
	Iteration 67Q: 3 clusters Score -2.646143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 202992 members 
Entering Unmasked Estep 
Score: -26461432.000000 Penalty: 6066.045898
	Iteration 68Q: 3 clusters Score -2.646143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 202997 members 
Entering Unmasked Estep 
Score: -26461426.000000 Penalty: 6066.045898
	Iteration 69Q: 3 clusters Score -2.646143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 203001 members 
Entering Unmasked Estep 
Score: -26461436.000000 Penalty: 6066.045898
	Iteration 70Q: 3 clusters Score -2.646144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 203003 members 
Entering Unmasked Estep 
Score: -26461426.000000 Penalty: 6066.045898
	Iteration 71Q: 3 clusters Score -2.646143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 203004 members 
Entering Unmasked Estep 
Score: -26461420.000000 Penalty: 6066.045898
	Iteration 72Q: 3 clusters Score -2.646142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 203005 members 
Entering Unmasked Estep 
Score: -26461422.000000 Penalty: 6066.045898
	Iteration 73Q: 3 clusters Score -2.646142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 203006 members 
Entering Unmasked Estep 
Score: -26461420.000000 Penalty: 6066.045898
	Iteration 74Q: 3 clusters Score -2.646142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 203006 members 
Entering Unmasked Estep 
Score: -26461420.000000 Penalty: 6066.045898
	Iteration 75F: 3 clusters Score -2.646142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179348 members 
Entering Unmasked Estep 
Score: -23243152.000000 Penalty: 3000.076660
	Iteration 0F: 2 clusters Score -2.324315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -23128054.000000 Penalty: 6000.153320
	Iteration 0F: 3 clusters Score -2.312805e+07 nChanged 86052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -23177936.000000 Penalty: 6000.153320
	Iteration 1F: 3 clusters Score -2.317794e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -23179154.000000 Penalty: 6000.153320
	Iteration 2Q: 3 clusters Score -2.317915e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97804 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -23180764.000000 Penalty: 6000.153320
	Iteration 3Q: 3 clusters Score -2.318076e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -23183206.000000 Penalty: 6000.153320
	Iteration 4Q: 3 clusters Score -2.318321e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -23187546.000000 Penalty: 6000.153320
	Iteration 5F: 3 clusters Score -2.318755e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121717 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -23194756.000000 Penalty: 6000.153320
	Iteration 6F: 3 clusters Score -2.319476e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -23204878.000000 Penalty: 6000.153320
	Iteration 7F: 3 clusters Score -2.320488e+07 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -23216658.000000 Penalty: 6000.153320
	Iteration 8F: 3 clusters Score -2.321666e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162212 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -23226680.000000 Penalty: 6000.153320
	Iteration 9F: 3 clusters Score -2.322668e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -23233850.000000 Penalty: 6000.153320
	Iteration 10Q: 3 clusters Score -2.323385e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -23237788.000000 Penalty: 6000.153320
	Iteration 11Q: 3 clusters Score -2.323779e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -23239372.000000 Penalty: 6000.153320
	Iteration 12Q: 3 clusters Score -2.323937e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178431 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23240116.000000 Penalty: 6000.153320
	Iteration 13Q: 3 clusters Score -2.324012e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178763 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -23240388.000000 Penalty: 6000.153320
	Iteration 14Q: 3 clusters Score -2.324039e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23240518.000000 Penalty: 6000.153320
	Iteration 15Q: 3 clusters Score -2.324052e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23240586.000000 Penalty: 6000.153320
	Iteration 16Q: 3 clusters Score -2.324059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23240612.000000 Penalty: 6000.153320
	Iteration 17Q: 3 clusters Score -2.324061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23240642.000000 Penalty: 6000.153320
	Iteration 18Q: 3 clusters Score -2.324064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23240650.000000 Penalty: 6000.153320
	Iteration 19Q: 3 clusters Score -2.324065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23240650.000000 Penalty: 6000.153320
	Iteration 20F: 3 clusters Score -2.324065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179020 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23240662.000000 Penalty: 6000.153320
	Iteration 21Q: 3 clusters Score -2.324066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23240652.000000 Penalty: 6000.153320
	Iteration 22Q: 3 clusters Score -2.324065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23240672.000000 Penalty: 6000.153320
	Iteration 23Q: 3 clusters Score -2.324067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179023 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23240674.000000 Penalty: 6000.153320
	Iteration 24Q: 3 clusters Score -2.324067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179023 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23240672.000000 Penalty: 6000.153320
	Iteration 25Q: 3 clusters Score -2.324067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23240670.000000 Penalty: 6000.153320
	Iteration 26Q: 3 clusters Score -2.324067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23240674.000000 Penalty: 6000.153320
	Iteration 27Q: 3 clusters Score -2.324067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23240674.000000 Penalty: 6000.153320
	Iteration 28F: 3 clusters Score -2.324067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Entering Unmasked Estep 
Score: -6026557.500000 Penalty: 2662.814941
	Iteration 0F: 2 clusters Score -6026558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5995540.000000 Penalty: 5325.629883
	Iteration 0F: 3 clusters Score -5995540 nChanged 21142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -6007109.500000 Penalty: 5325.629883
	Iteration 1F: 3 clusters Score -6007110 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6007574.000000 Penalty: 5325.629883
	Iteration 2Q: 3 clusters Score -6007574 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6008009.000000 Penalty: 5325.629883
	Iteration 3Q: 3 clusters Score -6008009 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -6008458.000000 Penalty: 5325.629883
	Iteration 4Q: 3 clusters Score -6008458 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -6008990.500000 Penalty: 5325.629883
	Iteration 5Q: 3 clusters Score -6008990 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -6009562.000000 Penalty: 5325.629883
	Iteration 6Q: 3 clusters Score -6009562 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6010245.000000 Penalty: 5325.629883
	Iteration 7Q: 3 clusters Score -6010245 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6011143.000000 Penalty: 5325.629883
	Iteration 8Q: 3 clusters Score -6011143 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -6012292.500000 Penalty: 5325.629883
	Iteration 9Q: 3 clusters Score -6012292 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -6014043.500000 Penalty: 5325.629883
	Iteration 10F: 3 clusters Score -6014044 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6016159.000000 Penalty: 5325.629883
	Iteration 11F: 3 clusters Score -6016159 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -6017915.500000 Penalty: 5325.629883
	Iteration 12F: 3 clusters Score -6017916 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -6018777.000000 Penalty: 5325.629883
	Iteration 13Q: 3 clusters Score -6018777 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -6019173.000000 Penalty: 5325.629883
	Iteration 14Q: 3 clusters Score -6019173 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6019492.500000 Penalty: 5325.629883
	Iteration 15Q: 3 clusters Score -6019492 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6019706.500000 Penalty: 5325.629883
	Iteration 16Q: 3 clusters Score -6019706 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -6019933.500000 Penalty: 5325.629883
	Iteration 17Q: 3 clusters Score -6019934 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -6020153.500000 Penalty: 5325.629883
	Iteration 18Q: 3 clusters Score -6020154 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6020367.500000 Penalty: 5325.629883
	Iteration 19Q: 3 clusters Score -6020368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6020513.500000 Penalty: 5325.629883
	Iteration 20F: 3 clusters Score -6020514 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -6020691.500000 Penalty: 5325.629883
	Iteration 21Q: 3 clusters Score -6020692 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6020815.000000 Penalty: 5325.629883
	Iteration 22Q: 3 clusters Score -6020815 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -6020947.000000 Penalty: 5325.629883
	Iteration 23Q: 3 clusters Score -6020947 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -6021042.500000 Penalty: 5325.629883
	Iteration 24Q: 3 clusters Score -6021042 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6021093.000000 Penalty: 5325.629883
	Iteration 25Q: 3 clusters Score -6021093 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -6021182.000000 Penalty: 5325.629883
	Iteration 26Q: 3 clusters Score -6021182 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -6021255.000000 Penalty: 5325.629883
	Iteration 27Q: 3 clusters Score -6021255 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -6021336.500000 Penalty: 5325.629883
	Iteration 28Q: 3 clusters Score -6021336 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -6021422.500000 Penalty: 5325.629883
	Iteration 29Q: 3 clusters Score -6021422 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -6021458.000000 Penalty: 5325.629883
	Iteration 30Q: 3 clusters Score -6021458 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -6021502.500000 Penalty: 5325.629883
	Iteration 31Q: 3 clusters Score -6021502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6021556.500000 Penalty: 5325.629883
	Iteration 32Q: 3 clusters Score -6021556 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -6021598.000000 Penalty: 5325.629883
	Iteration 33Q: 3 clusters Score -6021598 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -6021635.500000 Penalty: 5325.629883
	Iteration 34Q: 3 clusters Score -6021636 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -6021730.500000 Penalty: 5325.629883
	Iteration 35Q: 3 clusters Score -6021730 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -6021798.000000 Penalty: 5325.629883
	Iteration 36Q: 3 clusters Score -6021798 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -6021844.500000 Penalty: 5325.629883
	Iteration 37Q: 3 clusters Score -6021844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6021891.000000 Penalty: 5325.629883
	Iteration 38Q: 3 clusters Score -6021891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -6021970.000000 Penalty: 5325.629883
	Iteration 39Q: 3 clusters Score -6021970 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -6022056.500000 Penalty: 5325.629883
	Iteration 40F: 3 clusters Score -6022056 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -6022128.500000 Penalty: 5325.629883
	Iteration 41Q: 3 clusters Score -6022128 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -6022215.500000 Penalty: 5325.629883
	Iteration 42Q: 3 clusters Score -6022216 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6022325.500000 Penalty: 5325.629883
	Iteration 43Q: 3 clusters Score -6022326 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6022426.500000 Penalty: 5325.629883
	Iteration 44Q: 3 clusters Score -6022426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -6022571.000000 Penalty: 5325.629883
	Iteration 45Q: 3 clusters Score -6022571 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -6022707.500000 Penalty: 5325.629883
	Iteration 46Q: 3 clusters Score -6022708 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6022791.000000 Penalty: 5325.629883
	Iteration 47Q: 3 clusters Score -6022791 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6022894.000000 Penalty: 5325.629883
	Iteration 48Q: 3 clusters Score -6022894 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -6023027.500000 Penalty: 5325.629883
	Iteration 49Q: 3 clusters Score -6023028 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -6023144.500000 Penalty: 5325.629883
	Iteration 50Q: 3 clusters Score -6023144 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6023244.500000 Penalty: 5325.629883
	Iteration 51Q: 3 clusters Score -6023244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6023347.000000 Penalty: 5325.629883
	Iteration 52Q: 3 clusters Score -6023347 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6023420.500000 Penalty: 5325.629883
	Iteration 53Q: 3 clusters Score -6023420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6023496.000000 Penalty: 5325.629883
	Iteration 54Q: 3 clusters Score -6023496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -6023551.500000 Penalty: 5325.629883
	Iteration 55Q: 3 clusters Score -6023552 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6023601.500000 Penalty: 5325.629883
	Iteration 56Q: 3 clusters Score -6023602 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6023664.000000 Penalty: 5325.629883
	Iteration 57Q: 3 clusters Score -6023664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6023700.000000 Penalty: 5325.629883
	Iteration 58Q: 3 clusters Score -6023700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6023753.500000 Penalty: 5325.629883
	Iteration 59Q: 3 clusters Score -6023754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6023786.500000 Penalty: 5325.629883
	Iteration 60F: 3 clusters Score -6023786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6023798.000000 Penalty: 5325.629883
	Iteration 61Q: 3 clusters Score -6023798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6023826.500000 Penalty: 5325.629883
	Iteration 62Q: 3 clusters Score -6023826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6023872.000000 Penalty: 5325.629883
	Iteration 63Q: 3 clusters Score -6023872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6023897.000000 Penalty: 5325.629883
	Iteration 64Q: 3 clusters Score -6023897 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6023934.500000 Penalty: 5325.629883
	Iteration 65Q: 3 clusters Score -6023934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6023972.500000 Penalty: 5325.629883
	Iteration 66Q: 3 clusters Score -6023972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6024014.500000 Penalty: 5325.629883
	Iteration 67Q: 3 clusters Score -6024014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6024038.500000 Penalty: 5325.629883
	Iteration 68Q: 3 clusters Score -6024038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6024075.000000 Penalty: 5325.629883
	Iteration 69Q: 3 clusters Score -6024075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6024094.500000 Penalty: 5325.629883
	Iteration 70Q: 3 clusters Score -6024094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6024116.500000 Penalty: 5325.629883
	Iteration 71Q: 3 clusters Score -6024116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6024140.500000 Penalty: 5325.629883
	Iteration 72Q: 3 clusters Score -6024140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6024157.500000 Penalty: 5325.629883
	Iteration 73Q: 3 clusters Score -6024158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6024152.000000 Penalty: 5325.629883
	Iteration 74Q: 3 clusters Score -6024152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6024171.000000 Penalty: 5325.629883
	Iteration 75Q: 3 clusters Score -6024171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6024168.000000 Penalty: 5325.629883
	Iteration 76Q: 3 clusters Score -6024168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6024180.000000 Penalty: 5325.629883
	Iteration 77Q: 3 clusters Score -6024180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6024193.500000 Penalty: 5325.629883
	Iteration 78Q: 3 clusters Score -6024194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6024200.000000 Penalty: 5325.629883
	Iteration 79Q: 3 clusters Score -6024200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6024214.500000 Penalty: 5325.629883
	Iteration 80F: 3 clusters Score -6024214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6024216.000000 Penalty: 5325.629883
	Iteration 81Q: 3 clusters Score -6024216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6024232.000000 Penalty: 5325.629883
	Iteration 82Q: 3 clusters Score -6024232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6024249.500000 Penalty: 5325.629883
	Iteration 83Q: 3 clusters Score -6024250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6024260.000000 Penalty: 5325.629883
	Iteration 84Q: 3 clusters Score -6024260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6024279.000000 Penalty: 5325.629883
	Iteration 85Q: 3 clusters Score -6024279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6024292.000000 Penalty: 5325.629883
	Iteration 86Q: 3 clusters Score -6024292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6024309.000000 Penalty: 5325.629883
	Iteration 87Q: 3 clusters Score -6024309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6024330.500000 Penalty: 5325.629883
	Iteration 88Q: 3 clusters Score -6024330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6024336.000000 Penalty: 5325.629883
	Iteration 89Q: 3 clusters Score -6024336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6024346.500000 Penalty: 5325.629883
	Iteration 90Q: 3 clusters Score -6024346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6024366.500000 Penalty: 5325.629883
	Iteration 91Q: 3 clusters Score -6024366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6024377.500000 Penalty: 5325.629883
	Iteration 92Q: 3 clusters Score -6024378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6024390.000000 Penalty: 5325.629883
	Iteration 93Q: 3 clusters Score -6024390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6024390.000000 Penalty: 5325.629883
	Iteration 94Q: 3 clusters Score -6024390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6024404.000000 Penalty: 5325.629883
	Iteration 95Q: 3 clusters Score -6024404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6024404.500000 Penalty: 5325.629883
	Iteration 96Q: 3 clusters Score -6024404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6024405.500000 Penalty: 5325.629883
	Iteration 97Q: 3 clusters Score -6024406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6024413.500000 Penalty: 5325.629883
	Iteration 98Q: 3 clusters Score -6024414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6024411.000000 Penalty: 5325.629883
	Iteration 99Q: 3 clusters Score -6024411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6024413.500000 Penalty: 5325.629883
	Iteration 100F: 3 clusters Score -6024414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6024406.000000 Penalty: 5325.629883
	Iteration 101Q: 3 clusters Score -6024406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6024403.500000 Penalty: 5325.629883
	Iteration 102Q: 3 clusters Score -6024404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6024411.000000 Penalty: 5325.629883
	Iteration 103Q: 3 clusters Score -6024411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6024414.500000 Penalty: 5325.629883
	Iteration 104Q: 3 clusters Score -6024414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6024412.000000 Penalty: 5325.629883
	Iteration 105Q: 3 clusters Score -6024412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6024409.500000 Penalty: 5325.629883
	Iteration 106Q: 3 clusters Score -6024410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6024414.000000 Penalty: 5325.629883
	Iteration 107Q: 3 clusters Score -6024414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6024413.500000 Penalty: 5325.629883
	Iteration 108Q: 3 clusters Score -6024414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6024420.500000 Penalty: 5325.629883
	Iteration 109Q: 3 clusters Score -6024420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6024422.000000 Penalty: 5325.629883
	Iteration 110Q: 3 clusters Score -6024422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6024423.500000 Penalty: 5325.629883
	Iteration 111Q: 3 clusters Score -6024424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6024432.000000 Penalty: 5325.629883
	Iteration 112Q: 3 clusters Score -6024432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6024433.500000 Penalty: 5325.629883
	Iteration 113Q: 3 clusters Score -6024434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6024433.500000 Penalty: 5325.629883
	Iteration 114F: 3 clusters Score -6024434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -45934.7 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 227 members 
Entering Unmasked Estep 
Score: -44586.816406 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -44586.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44805.859375 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -44805.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44911.835938 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -44911.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44969.964844 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -44969.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44995.187500 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -44995.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45021.187500 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -45021.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45042.660156 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -45042.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45051.605469 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -45051.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45070.597656 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -45070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45088.203125 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -45088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45102.382812 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -45102.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45126.031250 Penalty: 2990.026123
	Iteration 11Q: 3 clusters Score -45126.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45205.585938 Penalty: 2990.026123
	Iteration 12Q: 3 clusters Score -45205.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45266.488281 Penalty: 2990.026123
	Iteration 13Q: 3 clusters Score -45266.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45441.492188 Penalty: 2990.026123
	Iteration 14Q: 3 clusters Score -45441.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45543.789062 Penalty: 2990.026123
	Iteration 15F: 3 clusters Score -45543.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45608.933594 Penalty: 2990.026123
	Iteration 16Q: 3 clusters Score -45608.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45645.582031 Penalty: 2990.026123
	Iteration 17Q: 3 clusters Score -45645.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45691.562500 Penalty: 2990.026123
	Iteration 18Q: 3 clusters Score -45691.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45714.734375 Penalty: 2990.026123
	Iteration 19Q: 3 clusters Score -45714.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45764.621094 Penalty: 2990.026123
	Iteration 20F: 3 clusters Score -45764.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45827.488281 Penalty: 2990.026123
	Iteration 21Q: 3 clusters Score -45827.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45879.980469 Penalty: 2990.026123
	Iteration 22Q: 3 clusters Score -45879.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45922.488281 Penalty: 2990.026123
	Iteration 23Q: 3 clusters Score -45922.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45949.394531 Penalty: 2990.026123
	Iteration 24Q: 3 clusters Score -45949.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45999.988281 Penalty: 2990.026123
	Iteration 25Q: 3 clusters Score -45999.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46023.230469 Penalty: 2990.026123
	Iteration 26Q: 3 clusters Score -46023.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46029.398438 Penalty: 2990.026123
	Iteration 27Q: 3 clusters Score -46029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46040.570312 Penalty: 2990.026123
	Iteration 28Q: 3 clusters Score -46040.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -46050.500000 Penalty: 2990.026123
	Iteration 29Q: 3 clusters Score -46050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -46060.402344 Penalty: 2990.026123
	Iteration 30Q: 3 clusters Score -46060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -46060.402344 Penalty: 2990.026123
	Iteration 31F: 3 clusters Score -46060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60075 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179348 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87406 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157226 members 
Mstep: Class 21 contains 224839 members 
Mstep: Class 22 contains 22710 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 114 members 
Entering Unmasked Estep 
Score: -138554352.000000 Penalty: 89651.437500
Splitting cluster 8 changes total score from -138555584.000000 to -138554352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -473531.687500 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -473531.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -469772.593750 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -469772.6 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -470607.343750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -470607.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -470806.250000 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -470806.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -470943.375000 Penalty: 4082.366455
	Iteration 3F: 3 clusters Score -470943.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -471036.718750 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -471036.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -471108.875000 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -471108.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -471179.562500 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -471179.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -471231.468750 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -471231.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -471273.437500 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -471273.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -471311.656250 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -471311.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -471360.250000 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -471360.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -471405.281250 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -471405.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -471450.343750 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -471450.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471490.343750 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -471490.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -471519.968750 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -471520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -471543.156250 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -471543.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -471566.125000 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -471566.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -471585.468750 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -471585.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -471602.156250 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -471602.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -471612.750000 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -471612.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -471626.406250 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -471626.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -471638.000000 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -471638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471645.218750 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -471645.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -471649.125000 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -471649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -471654.500000 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -471654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -471658.562500 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -471658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -471662.625000 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -471662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -471665.687500 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -471665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -471670.312500 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -471670.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -471674.312500 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -471674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -471675.343750 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -471675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -471677.781250 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -471677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -471680.718750 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -471680.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471683.937500 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -471683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -471688.906250 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -471688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -471694.843750 Penalty: 4082.366455
	Iteration 35Q: 3 clusters Score -471694.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -471702.062500 Penalty: 4082.366455
	Iteration 36Q: 3 clusters Score -471702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -471707.218750 Penalty: 4082.366455
	Iteration 37Q: 3 clusters Score -471707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -471709.812500 Penalty: 4082.366455
	Iteration 38Q: 3 clusters Score -471709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -471712.531250 Penalty: 4082.366455
	Iteration 39Q: 3 clusters Score -471712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471714.812500 Penalty: 4082.366455
	Iteration 40F: 3 clusters Score -471714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -471718.093750 Penalty: 4082.366455
	Iteration 41Q: 3 clusters Score -471718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -471720.031250 Penalty: 4082.366455
	Iteration 42Q: 3 clusters Score -471720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471722.687500 Penalty: 4082.366455
	Iteration 43Q: 3 clusters Score -471722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471724.500000 Penalty: 4082.366455
	Iteration 44Q: 3 clusters Score -471724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -471725.812500 Penalty: 4082.366455
	Iteration 45Q: 3 clusters Score -471725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -471727.562500 Penalty: 4082.366455
	Iteration 46Q: 3 clusters Score -471727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -471727.843750 Penalty: 4082.366455
	Iteration 47Q: 3 clusters Score -471727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -471729.062500 Penalty: 4082.366455
	Iteration 48Q: 3 clusters Score -471729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -471731.625000 Penalty: 4082.366455
	Iteration 49Q: 3 clusters Score -471731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -471734.343750 Penalty: 4082.366455
	Iteration 50Q: 3 clusters Score -471734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -471736.218750 Penalty: 4082.366455
	Iteration 51Q: 3 clusters Score -471736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -471738.343750 Penalty: 4082.366455
	Iteration 52Q: 3 clusters Score -471738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -471739.218750 Penalty: 4082.366455
	Iteration 53Q: 3 clusters Score -471739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -471742.625000 Penalty: 4082.366455
	Iteration 54Q: 3 clusters Score -471742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -471745.968750 Penalty: 4082.366455
	Iteration 55Q: 3 clusters Score -471746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -471750.968750 Penalty: 4082.366455
	Iteration 56Q: 3 clusters Score -471751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -471754.093750 Penalty: 4082.366455
	Iteration 57Q: 3 clusters Score -471754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -471756.562500 Penalty: 4082.366455
	Iteration 58Q: 3 clusters Score -471756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -471761.593750 Penalty: 4082.366455
	Iteration 59Q: 3 clusters Score -471761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -471765.875000 Penalty: 4082.366455
	Iteration 60F: 3 clusters Score -471765.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -471774.625000 Penalty: 4082.366455
	Iteration 61Q: 3 clusters Score -471774.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471777.937500 Penalty: 4082.366455
	Iteration 62Q: 3 clusters Score -471777.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -471781.593750 Penalty: 4082.366455
	Iteration 63Q: 3 clusters Score -471781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -471785.281250 Penalty: 4082.366455
	Iteration 64Q: 3 clusters Score -471785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -471789.593750 Penalty: 4082.366455
	Iteration 65Q: 3 clusters Score -471789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -471792.031250 Penalty: 4082.366455
	Iteration 66Q: 3 clusters Score -471792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -471794.625000 Penalty: 4082.366455
	Iteration 67Q: 3 clusters Score -471794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -471796.250000 Penalty: 4082.366455
	Iteration 68Q: 3 clusters Score -471796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -471797.343750 Penalty: 4082.366455
	Iteration 69Q: 3 clusters Score -471797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -471799.750000 Penalty: 4082.366455
	Iteration 70Q: 3 clusters Score -471799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -471801.593750 Penalty: 4082.366455
	Iteration 71Q: 3 clusters Score -471801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -471804.250000 Penalty: 4082.366455
	Iteration 72Q: 3 clusters Score -471804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -471805.625000 Penalty: 4082.366455
	Iteration 73Q: 3 clusters Score -471805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -471807.312500 Penalty: 4082.366455
	Iteration 74Q: 3 clusters Score -471807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -471809.093750 Penalty: 4082.366455
	Iteration 75Q: 3 clusters Score -471809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -471809.468750 Penalty: 4082.366455
	Iteration 76Q: 3 clusters Score -471809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -471811.031250 Penalty: 4082.366455
	Iteration 77Q: 3 clusters Score -471811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -471812.906250 Penalty: 4082.366455
	Iteration 78Q: 3 clusters Score -471812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -471815.343750 Penalty: 4082.366455
	Iteration 79Q: 3 clusters Score -471815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471817.250000 Penalty: 4082.366455
	Iteration 80F: 3 clusters Score -471817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -471819.656250 Penalty: 4082.366455
	Iteration 81Q: 3 clusters Score -471819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -471821.750000 Penalty: 4082.366455
	Iteration 82Q: 3 clusters Score -471821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -471823.437500 Penalty: 4082.366455
	Iteration 83Q: 3 clusters Score -471823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471824.750000 Penalty: 4082.366455
	Iteration 84Q: 3 clusters Score -471824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -471827.656250 Penalty: 4082.366455
	Iteration 85Q: 3 clusters Score -471827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471828.562500 Penalty: 4082.366455
	Iteration 86Q: 3 clusters Score -471828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471829.000000 Penalty: 4082.366455
	Iteration 87Q: 3 clusters Score -471829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471829.593750 Penalty: 4082.366455
	Iteration 88Q: 3 clusters Score -471829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471830.281250 Penalty: 4082.366455
	Iteration 89Q: 3 clusters Score -471830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -471830.281250 Penalty: 4082.366455
	Iteration 90F: 3 clusters Score -471830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -654683.437500 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -654683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -649933.812500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -649933.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -651070.875000 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -651070.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -651361.375000 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -651361.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -651572.812500 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -651572.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -651842.437500 Penalty: 4256.135742
	Iteration 4F: 3 clusters Score -651842.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -652115.875000 Penalty: 4256.135742
	Iteration 5F: 3 clusters Score -652115.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -652393.062500 Penalty: 4256.135742
	Iteration 6F: 3 clusters Score -652393.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -652678.687500 Penalty: 4256.135742
	Iteration 7F: 3 clusters Score -652678.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -652886.562500 Penalty: 4256.135742
	Iteration 8F: 3 clusters Score -652886.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -653040.062500 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -653040.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -653157.500000 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -653157.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -653226.937500 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -653226.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -653289.187500 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -653289.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -653341.250000 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -653341.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -653377.125000 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -653377.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -653405.125000 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -653405.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -653430.437500 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -653430.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -653450.062500 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -653450.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -653466.687500 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -653466.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -653486.750000 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -653486.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -653507.312500 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -653507.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -653521.250000 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -653521.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -653529.687500 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -653529.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -653537.187500 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -653537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -653545.000000 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -653545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -653546.687500 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -653546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -653548.250000 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -653548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -653550.437500 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -653550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -653552.062500 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -653552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -653553.937500 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -653553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -653555.625000 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -653555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -653555.187500 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -653555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -653555.187500 Penalty: 4256.135742
	Iteration 32F: 3 clusters Score -653555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -138530.234375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -138530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136500.343750 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -136500.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136830.687500 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -136830.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136944.843750 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -136944.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137011.328125 Penalty: 3496.860840
	Iteration 3Q: 3 clusters Score -137011.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137041.296875 Penalty: 3496.860840
	Iteration 4Q: 3 clusters Score -137041.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137049.000000 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -137049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137057.640625 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -137057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137062.437500 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -137062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137066.500000 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -137066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137067.312500 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -137067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137067.671875 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -137067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137068.734375 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -137068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137068.734375 Penalty: 3496.860840
	Iteration 12F: 3 clusters Score -137068.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -424231.187500 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -424231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -420786.437500 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -420786.4 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -421451.500000 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -421451.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -421592.156250 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -421592.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421685.718750 Penalty: 4006.567871
	Iteration 3Q: 3 clusters Score -421685.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -421754.562500 Penalty: 4006.567871
	Iteration 4Q: 3 clusters Score -421754.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -421813.218750 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -421813.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -421850.156250 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -421850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -421875.562500 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -421875.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -421896.875000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -421896.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -421908.468750 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -421908.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -421921.656250 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -421921.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -421940.250000 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -421940.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -421955.031250 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -421955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -421962.125000 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -421962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421966.437500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -421966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -421972.937500 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -421972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -421977.281250 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -421977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -421982.093750 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -421982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -421987.500000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -421987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -421994.750000 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -421994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -422002.906250 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -422002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -422007.625000 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -422007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -422010.031250 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -422010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -422014.718750 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -422014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -422019.843750 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -422019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -422027.625000 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -422027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -422032.906250 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -422032.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -422036.437500 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -422036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -422041.468750 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -422041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -422044.343750 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -422044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -422046.656250 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -422046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -422049.250000 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -422049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -422050.562500 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -422050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -422052.312500 Penalty: 4006.567871
	Iteration 33Q: 3 clusters Score -422052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -422054.187500 Penalty: 4006.567871
	Iteration 34Q: 3 clusters Score -422054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -422055.843750 Penalty: 4006.567871
	Iteration 35Q: 3 clusters Score -422055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -422057.593750 Penalty: 4006.567871
	Iteration 36Q: 3 clusters Score -422057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -422060.500000 Penalty: 4006.567871
	Iteration 37Q: 3 clusters Score -422060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -422063.000000 Penalty: 4006.567871
	Iteration 38Q: 3 clusters Score -422063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -422063.312500 Penalty: 4006.567871
	Iteration 39Q: 3 clusters Score -422063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -422065.250000 Penalty: 4006.567871
	Iteration 40F: 3 clusters Score -422065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422066.906250 Penalty: 4006.567871
	Iteration 41Q: 3 clusters Score -422066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -422066.875000 Penalty: 4006.567871
	Iteration 42Q: 3 clusters Score -422066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -422067.625000 Penalty: 4006.567871
	Iteration 43Q: 3 clusters Score -422067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -422069.218750 Penalty: 4006.567871
	Iteration 44Q: 3 clusters Score -422069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -422069.250000 Penalty: 4006.567871
	Iteration 45Q: 3 clusters Score -422069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -422069.250000 Penalty: 4006.567871
	Iteration 46F: 3 clusters Score -422069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Entering Unmasked Estep 
Score: -6744732.500000 Penalty: 2700.695557
	Iteration 0F: 2 clusters Score -6744732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -6708805.500000 Penalty: 5401.391113
	Iteration 0F: 3 clusters Score -6708806 nChanged 24802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -6722416.000000 Penalty: 5401.391113
	Iteration 1F: 3 clusters Score -6722416 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -6722901.000000 Penalty: 5401.391113
	Iteration 2Q: 3 clusters Score -6722901 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6723280.000000 Penalty: 5401.391113
	Iteration 3Q: 3 clusters Score -6723280 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6723680.500000 Penalty: 5401.391113
	Iteration 4Q: 3 clusters Score -6723680 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6724083.500000 Penalty: 5401.391113
	Iteration 5Q: 3 clusters Score -6724084 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -6724687.000000 Penalty: 5401.391113
	Iteration 6Q: 3 clusters Score -6724687 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -6725548.500000 Penalty: 5401.391113
	Iteration 7Q: 3 clusters Score -6725548 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -6726783.000000 Penalty: 5401.391113
	Iteration 8Q: 3 clusters Score -6726783 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -6728474.500000 Penalty: 5401.391113
	Iteration 9F: 3 clusters Score -6728474 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -6730977.500000 Penalty: 5401.391113
	Iteration 10F: 3 clusters Score -6730978 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -6734076.500000 Penalty: 5401.391113
	Iteration 11F: 3 clusters Score -6734076 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6737500.500000 Penalty: 5401.391113
	Iteration 12F: 3 clusters Score -6737500 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6740155.000000 Penalty: 5401.391113
	Iteration 13F: 3 clusters Score -6740155 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6741523.500000 Penalty: 5401.391113
	Iteration 14Q: 3 clusters Score -6741524 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6742146.500000 Penalty: 5401.391113
	Iteration 15Q: 3 clusters Score -6742146 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6742348.500000 Penalty: 5401.391113
	Iteration 16Q: 3 clusters Score -6742348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6742452.000000 Penalty: 5401.391113
	Iteration 17Q: 3 clusters Score -6742452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6742496.000000 Penalty: 5401.391113
	Iteration 18Q: 3 clusters Score -6742496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6742510.500000 Penalty: 5401.391113
	Iteration 19Q: 3 clusters Score -6742510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6742529.000000 Penalty: 5401.391113
	Iteration 20F: 3 clusters Score -6742529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6742544.500000 Penalty: 5401.391113
	Iteration 21Q: 3 clusters Score -6742544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6742560.000000 Penalty: 5401.391113
	Iteration 22Q: 3 clusters Score -6742560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6742565.000000 Penalty: 5401.391113
	Iteration 23Q: 3 clusters Score -6742565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6742562.500000 Penalty: 5401.391113
	Iteration 24Q: 3 clusters Score -6742562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6742566.500000 Penalty: 5401.391113
	Iteration 25Q: 3 clusters Score -6742566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6742563.500000 Penalty: 5401.391113
	Iteration 26Q: 3 clusters Score -6742564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6742565.000000 Penalty: 5401.391113
	Iteration 27Q: 3 clusters Score -6742565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6742565.000000 Penalty: 5401.391113
	Iteration 28F: 3 clusters Score -6742565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20187.308594 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -20187.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19123.548828 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -19123.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19181.671875 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -19181.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19209.789062 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -19209.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19218.128906 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -19218.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19218.128906 Penalty: 2605.127686
	Iteration 4F: 3 clusters Score -19218.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Entering Unmasked Estep 
Score: -2592029.000000 Penalty: 2452.844971
	Iteration 0F: 2 clusters Score -2592029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2578055.250000 Penalty: 4905.689941
	Iteration 0F: 3 clusters Score -2578055 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2582721.500000 Penalty: 4905.689941
	Iteration 1F: 3 clusters Score -2582722 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2583138.250000 Penalty: 4905.689941
	Iteration 2F: 3 clusters Score -2583138 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2583505.000000 Penalty: 4905.689941
	Iteration 3Q: 3 clusters Score -2583505 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2583890.250000 Penalty: 4905.689941
	Iteration 4Q: 3 clusters Score -2583890 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2584326.000000 Penalty: 4905.689941
	Iteration 5Q: 3 clusters Score -2584326 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2584785.500000 Penalty: 4905.689941
	Iteration 6Q: 3 clusters Score -2584786 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2585363.750000 Penalty: 4905.689941
	Iteration 7Q: 3 clusters Score -2585364 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2586074.750000 Penalty: 4905.689941
	Iteration 8F: 3 clusters Score -2586075 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2586955.250000 Penalty: 4905.689941
	Iteration 9F: 3 clusters Score -2586955 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2587824.250000 Penalty: 4905.689941
	Iteration 10F: 3 clusters Score -2587824 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2588496.500000 Penalty: 4905.689941
	Iteration 11Q: 3 clusters Score -2588496 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2588939.500000 Penalty: 4905.689941
	Iteration 12Q: 3 clusters Score -2588940 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2589150.000000 Penalty: 4905.689941
	Iteration 13Q: 3 clusters Score -2589150 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2589258.250000 Penalty: 4905.689941
	Iteration 14Q: 3 clusters Score -2589258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2589319.500000 Penalty: 4905.689941
	Iteration 15Q: 3 clusters Score -2589320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2589395.250000 Penalty: 4905.689941
	Iteration 16Q: 3 clusters Score -2589395 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2589430.500000 Penalty: 4905.689941
	Iteration 17Q: 3 clusters Score -2589430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2589462.500000 Penalty: 4905.689941
	Iteration 18Q: 3 clusters Score -2589462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2589485.500000 Penalty: 4905.689941
	Iteration 19Q: 3 clusters Score -2589486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2589503.750000 Penalty: 4905.689941
	Iteration 20F: 3 clusters Score -2589504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2589530.250000 Penalty: 4905.689941
	Iteration 21Q: 3 clusters Score -2589530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2589552.500000 Penalty: 4905.689941
	Iteration 22Q: 3 clusters Score -2589552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2589582.500000 Penalty: 4905.689941
	Iteration 23Q: 3 clusters Score -2589582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2589595.750000 Penalty: 4905.689941
	Iteration 24Q: 3 clusters Score -2589596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2589607.000000 Penalty: 4905.689941
	Iteration 25Q: 3 clusters Score -2589607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2589619.750000 Penalty: 4905.689941
	Iteration 26Q: 3 clusters Score -2589620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2589648.000000 Penalty: 4905.689941
	Iteration 27Q: 3 clusters Score -2589648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2589669.500000 Penalty: 4905.689941
	Iteration 28Q: 3 clusters Score -2589670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2589701.000000 Penalty: 4905.689941
	Iteration 29Q: 3 clusters Score -2589701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2589737.500000 Penalty: 4905.689941
	Iteration 30Q: 3 clusters Score -2589738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2589778.750000 Penalty: 4905.689941
	Iteration 31Q: 3 clusters Score -2589779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2589804.000000 Penalty: 4905.689941
	Iteration 32Q: 3 clusters Score -2589804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2589834.000000 Penalty: 4905.689941
	Iteration 33Q: 3 clusters Score -2589834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2589853.000000 Penalty: 4905.689941
	Iteration 34Q: 3 clusters Score -2589853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2589871.250000 Penalty: 4905.689941
	Iteration 35Q: 3 clusters Score -2589871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2589893.500000 Penalty: 4905.689941
	Iteration 36Q: 3 clusters Score -2589894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2589910.500000 Penalty: 4905.689941
	Iteration 37Q: 3 clusters Score -2589910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2589934.250000 Penalty: 4905.689941
	Iteration 38Q: 3 clusters Score -2589934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2589950.500000 Penalty: 4905.689941
	Iteration 39Q: 3 clusters Score -2589950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2589964.250000 Penalty: 4905.689941
	Iteration 40F: 3 clusters Score -2589964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2589973.500000 Penalty: 4905.689941
	Iteration 41Q: 3 clusters Score -2589974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2589978.250000 Penalty: 4905.689941
	Iteration 42Q: 3 clusters Score -2589978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2589982.000000 Penalty: 4905.689941
	Iteration 43Q: 3 clusters Score -2589982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2589985.000000 Penalty: 4905.689941
	Iteration 44Q: 3 clusters Score -2589985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2589998.250000 Penalty: 4905.689941
	Iteration 45Q: 3 clusters Score -2589998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2590004.000000 Penalty: 4905.689941
	Iteration 46Q: 3 clusters Score -2590004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2590013.500000 Penalty: 4905.689941
	Iteration 47Q: 3 clusters Score -2590014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2590016.750000 Penalty: 4905.689941
	Iteration 48Q: 3 clusters Score -2590017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2590016.750000 Penalty: 4905.689941
	Iteration 49Q: 3 clusters Score -2590017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2590013.250000 Penalty: 4905.689941
	Iteration 50Q: 3 clusters Score -2590013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2590018.750000 Penalty: 4905.689941
	Iteration 51Q: 3 clusters Score -2590019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2590017.500000 Penalty: 4905.689941
	Iteration 52Q: 3 clusters Score -2590018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2590021.250000 Penalty: 4905.689941
	Iteration 53Q: 3 clusters Score -2590021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2590021.500000 Penalty: 4905.689941
	Iteration 54Q: 3 clusters Score -2590022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2590031.250000 Penalty: 4905.689941
	Iteration 55Q: 3 clusters Score -2590031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2590029.000000 Penalty: 4905.689941
	Iteration 56Q: 3 clusters Score -2590029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2590033.750000 Penalty: 4905.689941
	Iteration 57Q: 3 clusters Score -2590034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2590040.250000 Penalty: 4905.689941
	Iteration 58Q: 3 clusters Score -2590040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2590038.000000 Penalty: 4905.689941
	Iteration 59Q: 3 clusters Score -2590038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2590041.000000 Penalty: 4905.689941
	Iteration 60F: 3 clusters Score -2590041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2590047.250000 Penalty: 4905.689941
	Iteration 61Q: 3 clusters Score -2590047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2590050.750000 Penalty: 4905.689941
	Iteration 62Q: 3 clusters Score -2590051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2590048.000000 Penalty: 4905.689941
	Iteration 63Q: 3 clusters Score -2590048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2590049.000000 Penalty: 4905.689941
	Iteration 64Q: 3 clusters Score -2590049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2590048.250000 Penalty: 4905.689941
	Iteration 65Q: 3 clusters Score -2590048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2590045.750000 Penalty: 4905.689941
	Iteration 66Q: 3 clusters Score -2590046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2590045.250000 Penalty: 4905.689941
	Iteration 67Q: 3 clusters Score -2590045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2590049.250000 Penalty: 4905.689941
	Iteration 68Q: 3 clusters Score -2590049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2590049.250000 Penalty: 4905.689941
	Iteration 69F: 3 clusters Score -2590049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -1015724.562500 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -1015725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1009309.687500 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -1009310 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1011068.500000 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -1011068 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1011311.562500 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -1011312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1011514.187500 Penalty: 4455.848633
	Iteration 3Q: 3 clusters Score -1011514 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1011685.687500 Penalty: 4455.848633
	Iteration 4Q: 3 clusters Score -1011686 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1011852.625000 Penalty: 4455.848633
	Iteration 5Q: 3 clusters Score -1011853 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1012012.687500 Penalty: 4455.848633
	Iteration 6Q: 3 clusters Score -1012013 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1012164.312500 Penalty: 4455.848633
	Iteration 7Q: 3 clusters Score -1012164 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1012300.125000 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -1012300 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1012424.187500 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -1012424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1012528.125000 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -1012528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1012617.687500 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -1012618 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1012700.000000 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -1012700 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1012773.562500 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -1012774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1012840.250000 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -1012840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1012899.625000 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -1012900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1012949.062500 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -1012949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1012980.562500 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -1012981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1013015.687500 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -1013016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1013062.312500 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -1013062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1013120.812500 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -1013121 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1013177.625000 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -1013178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1013230.437500 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -1013230 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1013281.500000 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -1013282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1013328.000000 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -1013328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1013367.437500 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -1013367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1013392.500000 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -1013392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1013417.312500 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -1013417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1013431.125000 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -1013431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1013452.500000 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -1013452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1013468.437500 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -1013468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1013477.312500 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -1013477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1013489.875000 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -1013490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1013498.875000 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -1013499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1013508.625000 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -1013509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1013514.437500 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -1013514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1013518.937500 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -1013519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1013523.875000 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -1013524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1013525.062500 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -1013525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1013531.562500 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -1013532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1013529.937500 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -1013530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1013532.375000 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -1013532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1013533.625000 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -1013534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1013534.187500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -1013534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1013534.375000 Penalty: 4455.848633
	Iteration 44Q: 3 clusters Score -1013534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1013532.625000 Penalty: 4455.848633
	Iteration 45Q: 3 clusters Score -1013533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1013535.125000 Penalty: 4455.848633
	Iteration 46Q: 3 clusters Score -1013535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1013535.000000 Penalty: 4455.848633
	Iteration 47Q: 3 clusters Score -1013535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1013537.062500 Penalty: 4455.848633
	Iteration 48Q: 3 clusters Score -1013537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1013538.625000 Penalty: 4455.848633
	Iteration 49Q: 3 clusters Score -1013539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1013538.187500 Penalty: 4455.848633
	Iteration 50Q: 3 clusters Score -1013538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1013539.750000 Penalty: 4455.848633
	Iteration 51Q: 3 clusters Score -1013540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1013545.625000 Penalty: 4455.848633
	Iteration 52Q: 3 clusters Score -1013546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1013547.500000 Penalty: 4455.848633
	Iteration 53Q: 3 clusters Score -1013548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1013552.500000 Penalty: 4455.848633
	Iteration 54Q: 3 clusters Score -1013552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1013552.937500 Penalty: 4455.848633
	Iteration 55Q: 3 clusters Score -1013553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1013556.875000 Penalty: 4455.848633
	Iteration 56Q: 3 clusters Score -1013557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1013559.000000 Penalty: 4455.848633
	Iteration 57Q: 3 clusters Score -1013559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1013561.625000 Penalty: 4455.848633
	Iteration 58Q: 3 clusters Score -1013562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1013567.000000 Penalty: 4455.848633
	Iteration 59Q: 3 clusters Score -1013567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1013567.812500 Penalty: 4455.848633
	Iteration 60F: 3 clusters Score -1013568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1013571.250000 Penalty: 4455.848633
	Iteration 61Q: 3 clusters Score -1013571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1013571.750000 Penalty: 4455.848633
	Iteration 62Q: 3 clusters Score -1013572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1013571.125000 Penalty: 4455.848633
	Iteration 63Q: 3 clusters Score -1013571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1013570.812500 Penalty: 4455.848633
	Iteration 64Q: 3 clusters Score -1013571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1013570.562500 Penalty: 4455.848633
	Iteration 65Q: 3 clusters Score -1013571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1013572.875000 Penalty: 4455.848633
	Iteration 66Q: 3 clusters Score -1013573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1013573.625000 Penalty: 4455.848633
	Iteration 67Q: 3 clusters Score -1013574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1013573.375000 Penalty: 4455.848633
	Iteration 68Q: 3 clusters Score -1013573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1013572.062500 Penalty: 4455.848633
	Iteration 69Q: 3 clusters Score -1013572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1013573.937500 Penalty: 4455.848633
	Iteration 70Q: 3 clusters Score -1013574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1013575.750000 Penalty: 4455.848633
	Iteration 71Q: 3 clusters Score -1013576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1013576.625000 Penalty: 4455.848633
	Iteration 72Q: 3 clusters Score -1013577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1013578.312500 Penalty: 4455.848633
	Iteration 73Q: 3 clusters Score -1013578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1013580.562500 Penalty: 4455.848633
	Iteration 74Q: 3 clusters Score -1013581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1013582.625000 Penalty: 4455.848633
	Iteration 75Q: 3 clusters Score -1013583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1013584.562500 Penalty: 4455.848633
	Iteration 76Q: 3 clusters Score -1013585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1013587.625000 Penalty: 4455.848633
	Iteration 77Q: 3 clusters Score -1013588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1013592.437500 Penalty: 4455.848633
	Iteration 78Q: 3 clusters Score -1013592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1013596.187500 Penalty: 4455.848633
	Iteration 79Q: 3 clusters Score -1013596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1013605.687500 Penalty: 4455.848633
	Iteration 80F: 3 clusters Score -1013606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1013617.812500 Penalty: 4455.848633
	Iteration 81Q: 3 clusters Score -1013618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1013622.812500 Penalty: 4455.848633
	Iteration 82Q: 3 clusters Score -1013623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1013629.437500 Penalty: 4455.848633
	Iteration 83Q: 3 clusters Score -1013629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1013632.750000 Penalty: 4455.848633
	Iteration 84Q: 3 clusters Score -1013633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1013637.562500 Penalty: 4455.848633
	Iteration 85Q: 3 clusters Score -1013638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1013643.500000 Penalty: 4455.848633
	Iteration 86Q: 3 clusters Score -1013644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1013649.000000 Penalty: 4455.848633
	Iteration 87Q: 3 clusters Score -1013649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1013658.312500 Penalty: 4455.848633
	Iteration 88Q: 3 clusters Score -1013658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1013665.312500 Penalty: 4455.848633
	Iteration 89Q: 3 clusters Score -1013665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1013670.125000 Penalty: 4455.848633
	Iteration 90Q: 3 clusters Score -1013670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1013679.437500 Penalty: 4455.848633
	Iteration 91Q: 3 clusters Score -1013679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1013687.687500 Penalty: 4455.848633
	Iteration 92Q: 3 clusters Score -1013688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1013701.687500 Penalty: 4455.848633
	Iteration 93Q: 3 clusters Score -1013702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1013710.125000 Penalty: 4455.848633
	Iteration 94Q: 3 clusters Score -1013710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1013720.937500 Penalty: 4455.848633
	Iteration 95Q: 3 clusters Score -1013721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1013733.812500 Penalty: 4455.848633
	Iteration 96Q: 3 clusters Score -1013734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1013749.250000 Penalty: 4455.848633
	Iteration 97Q: 3 clusters Score -1013749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1013757.187500 Penalty: 4455.848633
	Iteration 98Q: 3 clusters Score -1013757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1013766.500000 Penalty: 4455.848633
	Iteration 99Q: 3 clusters Score -1013766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1013776.375000 Penalty: 4455.848633
	Iteration 100F: 3 clusters Score -1013776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1013790.562500 Penalty: 4455.848633
	Iteration 101Q: 3 clusters Score -1013791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1013800.937500 Penalty: 4455.848633
	Iteration 102Q: 3 clusters Score -1013801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1013812.250000 Penalty: 4455.848633
	Iteration 103Q: 3 clusters Score -1013812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1013825.000000 Penalty: 4455.848633
	Iteration 104Q: 3 clusters Score -1013825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1013836.687500 Penalty: 4455.848633
	Iteration 105Q: 3 clusters Score -1013837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1013851.812500 Penalty: 4455.848633
	Iteration 106Q: 3 clusters Score -1013852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1013868.875000 Penalty: 4455.848633
	Iteration 107Q: 3 clusters Score -1013869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1013878.687500 Penalty: 4455.848633
	Iteration 108Q: 3 clusters Score -1013879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1013885.000000 Penalty: 4455.848633
	Iteration 109Q: 3 clusters Score -1013885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1013889.062500 Penalty: 4455.848633
	Iteration 110Q: 3 clusters Score -1013889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1013892.062500 Penalty: 4455.848633
	Iteration 111Q: 3 clusters Score -1013892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1013897.000000 Penalty: 4455.848633
	Iteration 112Q: 3 clusters Score -1013897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1013896.812500 Penalty: 4455.848633
	Iteration 113Q: 3 clusters Score -1013897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1013896.062500 Penalty: 4455.848633
	Iteration 114Q: 3 clusters Score -1013896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1013897.687500 Penalty: 4455.848633
	Iteration 115Q: 3 clusters Score -1013898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1013898.937500 Penalty: 4455.848633
	Iteration 116Q: 3 clusters Score -1013899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1013900.750000 Penalty: 4455.848633
	Iteration 117Q: 3 clusters Score -1013901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1013898.687500 Penalty: 4455.848633
	Iteration 118Q: 3 clusters Score -1013899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1013900.250000 Penalty: 4455.848633
	Iteration 119Q: 3 clusters Score -1013900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1013901.812500 Penalty: 4455.848633
	Iteration 120F: 3 clusters Score -1013902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1013903.000000 Penalty: 4455.848633
	Iteration 121Q: 3 clusters Score -1013903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1013906.375000 Penalty: 4455.848633
	Iteration 122Q: 3 clusters Score -1013906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1013906.375000 Penalty: 4455.848633
	Iteration 123Q: 3 clusters Score -1013906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1013906.125000 Penalty: 4455.848633
	Iteration 124Q: 3 clusters Score -1013906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1013906.125000 Penalty: 4455.848633
	Iteration 125F: 3 clusters Score -1013906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -442105.468750 Penalty: 2029.274658
	Iteration 0F: 2 clusters Score -442105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -438468.843750 Penalty: 4058.549316
	Iteration 0F: 3 clusters Score -438468.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -439313.656250 Penalty: 4058.549316
	Iteration 1F: 3 clusters Score -439313.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -439509.812500 Penalty: 4058.549316
	Iteration 2F: 3 clusters Score -439509.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -439624.781250 Penalty: 4058.549316
	Iteration 3Q: 3 clusters Score -439624.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -439727.312500 Penalty: 4058.549316
	Iteration 4Q: 3 clusters Score -439727.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -439814.312500 Penalty: 4058.549316
	Iteration 5Q: 3 clusters Score -439814.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -439878.218750 Penalty: 4058.549316
	Iteration 6Q: 3 clusters Score -439878.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -439927.937500 Penalty: 4058.549316
	Iteration 7Q: 3 clusters Score -439927.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -439968.218750 Penalty: 4058.549316
	Iteration 8Q: 3 clusters Score -439968.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -440001.500000 Penalty: 4058.549316
	Iteration 9Q: 3 clusters Score -440001.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -440033.906250 Penalty: 4058.549316
	Iteration 10Q: 3 clusters Score -440033.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -440062.562500 Penalty: 4058.549316
	Iteration 11Q: 3 clusters Score -440062.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -440089.968750 Penalty: 4058.549316
	Iteration 12Q: 3 clusters Score -440090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -440129.906250 Penalty: 4058.549316
	Iteration 13Q: 3 clusters Score -440129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -440152.843750 Penalty: 4058.549316
	Iteration 14Q: 3 clusters Score -440152.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -440174.093750 Penalty: 4058.549316
	Iteration 15Q: 3 clusters Score -440174.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -440200.406250 Penalty: 4058.549316
	Iteration 16Q: 3 clusters Score -440200.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -440225.562500 Penalty: 4058.549316
	Iteration 17Q: 3 clusters Score -440225.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -440253.093750 Penalty: 4058.549316
	Iteration 18Q: 3 clusters Score -440253.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -440271.062500 Penalty: 4058.549316
	Iteration 19Q: 3 clusters Score -440271.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -440283.031250 Penalty: 4058.549316
	Iteration 20F: 3 clusters Score -440283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -440291.406250 Penalty: 4058.549316
	Iteration 21Q: 3 clusters Score -440291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -440297.500000 Penalty: 4058.549316
	Iteration 22Q: 3 clusters Score -440297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -440305.937500 Penalty: 4058.549316
	Iteration 23Q: 3 clusters Score -440305.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -440309.625000 Penalty: 4058.549316
	Iteration 24Q: 3 clusters Score -440309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -440312.812500 Penalty: 4058.549316
	Iteration 25Q: 3 clusters Score -440312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -440315.218750 Penalty: 4058.549316
	Iteration 26Q: 3 clusters Score -440315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -440316.875000 Penalty: 4058.549316
	Iteration 27Q: 3 clusters Score -440316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -440317.218750 Penalty: 4058.549316
	Iteration 28Q: 3 clusters Score -440317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -440317.218750 Penalty: 4058.549316
	Iteration 29F: 3 clusters Score -440317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Entering Unmasked Estep 
Score: -11312093.000000 Penalty: 2821.822998
	Iteration 0F: 2 clusters Score -1.131209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11253719.000000 Penalty: 5643.645996
	Iteration 0F: 3 clusters Score -1.125372e+07 nChanged 41030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -11277019.000000 Penalty: 5643.645996
	Iteration 1F: 3 clusters Score -1.127702e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -11277696.000000 Penalty: 5643.645996
	Iteration 2Q: 3 clusters Score -1.12777e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -11278530.000000 Penalty: 5643.645996
	Iteration 3Q: 3 clusters Score -1.127853e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -11279808.000000 Penalty: 5643.645996
	Iteration 4Q: 3 clusters Score -1.127981e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -11281566.000000 Penalty: 5643.645996
	Iteration 5Q: 3 clusters Score -1.128157e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -11284292.000000 Penalty: 5643.645996
	Iteration 6F: 3 clusters Score -1.128429e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -11287947.000000 Penalty: 5643.645996
	Iteration 7F: 3 clusters Score -1.128795e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -11292612.000000 Penalty: 5643.645996
	Iteration 8F: 3 clusters Score -1.129261e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -11297527.000000 Penalty: 5643.645996
	Iteration 9F: 3 clusters Score -1.129753e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -11301858.000000 Penalty: 5643.645996
	Iteration 10F: 3 clusters Score -1.130186e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -11304689.000000 Penalty: 5643.645996
	Iteration 11Q: 3 clusters Score -1.130469e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -11306008.000000 Penalty: 5643.645996
	Iteration 12Q: 3 clusters Score -1.130601e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -11306607.000000 Penalty: 5643.645996
	Iteration 13Q: 3 clusters Score -1.130661e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -11307030.000000 Penalty: 5643.645996
	Iteration 14Q: 3 clusters Score -1.130703e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -11307383.000000 Penalty: 5643.645996
	Iteration 15Q: 3 clusters Score -1.130738e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -11307677.000000 Penalty: 5643.645996
	Iteration 16Q: 3 clusters Score -1.130768e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -11308010.000000 Penalty: 5643.645996
	Iteration 17Q: 3 clusters Score -1.130801e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -11308270.000000 Penalty: 5643.645996
	Iteration 18Q: 3 clusters Score -1.130827e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -11308479.000000 Penalty: 5643.645996
	Iteration 19Q: 3 clusters Score -1.130848e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -11308654.000000 Penalty: 5643.645996
	Iteration 20F: 3 clusters Score -1.130865e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -11308813.000000 Penalty: 5643.645996
	Iteration 21Q: 3 clusters Score -1.130881e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -11309014.000000 Penalty: 5643.645996
	Iteration 22Q: 3 clusters Score -1.130901e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -11309163.000000 Penalty: 5643.645996
	Iteration 23Q: 3 clusters Score -1.130916e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -11309332.000000 Penalty: 5643.645996
	Iteration 24Q: 3 clusters Score -1.130933e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -11309448.000000 Penalty: 5643.645996
	Iteration 25Q: 3 clusters Score -1.130945e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -11309521.000000 Penalty: 5643.645996
	Iteration 26Q: 3 clusters Score -1.130952e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -11309577.000000 Penalty: 5643.645996
	Iteration 27Q: 3 clusters Score -1.130958e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -11309635.000000 Penalty: 5643.645996
	Iteration 28Q: 3 clusters Score -1.130964e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -11309672.000000 Penalty: 5643.645996
	Iteration 29Q: 3 clusters Score -1.130967e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -11309722.000000 Penalty: 5643.645996
	Iteration 30Q: 3 clusters Score -1.130972e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -11309754.000000 Penalty: 5643.645996
	Iteration 31Q: 3 clusters Score -1.130975e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -11309772.000000 Penalty: 5643.645996
	Iteration 32Q: 3 clusters Score -1.130977e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -11309814.000000 Penalty: 5643.645996
	Iteration 33Q: 3 clusters Score -1.130981e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -11309840.000000 Penalty: 5643.645996
	Iteration 34Q: 3 clusters Score -1.130984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -11309850.000000 Penalty: 5643.645996
	Iteration 35Q: 3 clusters Score -1.130985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -11309846.000000 Penalty: 5643.645996
	Iteration 36Q: 3 clusters Score -1.130985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -11309851.000000 Penalty: 5643.645996
	Iteration 37Q: 3 clusters Score -1.130985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -11309861.000000 Penalty: 5643.645996
	Iteration 38Q: 3 clusters Score -1.130986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -11309883.000000 Penalty: 5643.645996
	Iteration 39Q: 3 clusters Score -1.130988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -11309889.000000 Penalty: 5643.645996
	Iteration 40F: 3 clusters Score -1.130989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -11309876.000000 Penalty: 5643.645996
	Iteration 41Q: 3 clusters Score -1.130988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -11309898.000000 Penalty: 5643.645996
	Iteration 42Q: 3 clusters Score -1.13099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -11309908.000000 Penalty: 5643.645996
	Iteration 43Q: 3 clusters Score -1.130991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -11309898.000000 Penalty: 5643.645996
	Iteration 44Q: 3 clusters Score -1.13099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11309917.000000 Penalty: 5643.645996
	Iteration 45Q: 3 clusters Score -1.130992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -11309920.000000 Penalty: 5643.645996
	Iteration 46Q: 3 clusters Score -1.130992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11309920.000000 Penalty: 5643.645996
	Iteration 47Q: 3 clusters Score -1.130992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -11309920.000000 Penalty: 5643.645996
	Iteration 48Q: 3 clusters Score -1.130992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -11309923.000000 Penalty: 5643.645996
	Iteration 49Q: 3 clusters Score -1.130992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -11309922.000000 Penalty: 5643.645996
	Iteration 50Q: 3 clusters Score -1.130992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -11309927.000000 Penalty: 5643.645996
	Iteration 51Q: 3 clusters Score -1.130993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -11309937.000000 Penalty: 5643.645996
	Iteration 52Q: 3 clusters Score -1.130994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -11309937.000000 Penalty: 5643.645996
	Iteration 53F: 3 clusters Score -1.130994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -196185.937500 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -196185.9 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 820 members 
Entering Unmasked Estep 
Score: -193837.000000 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -193837 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194359.671875 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -194359.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194557.515625 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -194557.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -194665.187500 Penalty: 3663.382080
	Iteration 3F: 3 clusters Score -194665.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -194736.078125 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -194736.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194791.453125 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -194791.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -194847.906250 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -194847.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194900.656250 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -194900.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -194969.859375 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -194969.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -195019.671875 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -195019.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195061.828125 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -195061.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195109.906250 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -195109.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -195147.687500 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -195147.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -195191.593750 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -195191.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -195251.828125 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -195251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -195302.921875 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -195302.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -195352.125000 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -195352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -195388.078125 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -195388.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -195427.687500 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -195427.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -195467.750000 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -195467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -195486.625000 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -195486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -195495.000000 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -195495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -195495.375000 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -195495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -195497.140625 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -195497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -195498.546875 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -195498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -195499.703125 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -195499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -195499.703125 Penalty: 3663.382080
	Iteration 26F: 3 clusters Score -195499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Entering Unmasked Estep 
Score: -20395718.000000 Penalty: 2967.428955
	Iteration 0F: 2 clusters Score -2.039572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -20291552.000000 Penalty: 5934.857910
	Iteration 0F: 3 clusters Score -2.029155e+07 nChanged 75451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -20336148.000000 Penalty: 5934.857910
	Iteration 1F: 3 clusters Score -2.033615e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -20338658.000000 Penalty: 5934.857910
	Iteration 2Q: 3 clusters Score -2.033866e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -20343114.000000 Penalty: 5934.857910
	Iteration 3F: 3 clusters Score -2.034311e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -20351642.000000 Penalty: 5934.857910
	Iteration 4F: 3 clusters Score -2.035164e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -20365220.000000 Penalty: 5934.857910
	Iteration 5F: 3 clusters Score -2.036522e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -20379788.000000 Penalty: 5934.857910
	Iteration 6F: 3 clusters Score -2.037979e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -20388656.000000 Penalty: 5934.857910
	Iteration 7F: 3 clusters Score -2.038866e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20391684.000000 Penalty: 5934.857910
	Iteration 8Q: 3 clusters Score -2.039168e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20392610.000000 Penalty: 5934.857910
	Iteration 9Q: 3 clusters Score -2.039261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20392940.000000 Penalty: 5934.857910
	Iteration 10Q: 3 clusters Score -2.039294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20393022.000000 Penalty: 5934.857910
	Iteration 11Q: 3 clusters Score -2.039302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156975 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20393044.000000 Penalty: 5934.857910
	Iteration 12Q: 3 clusters Score -2.039304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20393076.000000 Penalty: 5934.857910
	Iteration 13Q: 3 clusters Score -2.039308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20393072.000000 Penalty: 5934.857910
	Iteration 14Q: 3 clusters Score -2.039307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20393078.000000 Penalty: 5934.857910
	Iteration 15Q: 3 clusters Score -2.039308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156986 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20393090.000000 Penalty: 5934.857910
	Iteration 16Q: 3 clusters Score -2.039309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20393092.000000 Penalty: 5934.857910
	Iteration 17Q: 3 clusters Score -2.039309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20393092.000000 Penalty: 5934.857910
	Iteration 18F: 3 clusters Score -2.039309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (224839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224839 members 
Entering Unmasked Estep 
Score: -28984744.000000 Penalty: 3056.138672
	Iteration 0F: 2 clusters Score -2.898474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -28843202.000000 Penalty: 6112.277344
	Iteration 0F: 3 clusters Score -2.88432e+07 nChanged 108311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -28906614.000000 Penalty: 6112.277344
	Iteration 1F: 3 clusters Score -2.890661e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -28907726.000000 Penalty: 6112.277344
	Iteration 2Q: 3 clusters Score -2.890773e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -28908760.000000 Penalty: 6112.277344
	Iteration 3Q: 3 clusters Score -2.890876e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -28910408.000000 Penalty: 6112.277344
	Iteration 4Q: 3 clusters Score -2.891041e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -28913112.000000 Penalty: 6112.277344
	Iteration 5Q: 3 clusters Score -2.891311e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -28918190.000000 Penalty: 6112.277344
	Iteration 6F: 3 clusters Score -2.891819e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -28927948.000000 Penalty: 6112.277344
	Iteration 7F: 3 clusters Score -2.892795e+07 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 175694 members 
Entering Unmasked Estep 
Score: -28943154.000000 Penalty: 6112.277344
	Iteration 8F: 3 clusters Score -2.894315e+07 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 196114 members 
Entering Unmasked Estep 
Score: -28961650.000000 Penalty: 6112.277344
	Iteration 9F: 3 clusters Score -2.896165e+07 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 212766 members 
Entering Unmasked Estep 
Score: -28974974.000000 Penalty: 6112.277344
	Iteration 10F: 3 clusters Score -2.897497e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 221475 members 
Entering Unmasked Estep 
Score: -28980436.000000 Penalty: 6112.277344
	Iteration 11Q: 3 clusters Score -2.898044e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -28981630.000000 Penalty: 6112.277344
	Iteration 12Q: 3 clusters Score -2.898163e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 224519 members 
Entering Unmasked Estep 
Score: -28981942.000000 Penalty: 6112.277344
	Iteration 13Q: 3 clusters Score -2.898194e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224600 members 
Entering Unmasked Estep 
Score: -28982002.000000 Penalty: 6112.277344
	Iteration 14Q: 3 clusters Score -2.8982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224620 members 
Entering Unmasked Estep 
Score: -28982034.000000 Penalty: 6112.277344
	Iteration 15Q: 3 clusters Score -2.898203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224632 members 
Entering Unmasked Estep 
Score: -28982058.000000 Penalty: 6112.277344
	Iteration 16Q: 3 clusters Score -2.898206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 224635 members 
Entering Unmasked Estep 
Score: -28982068.000000 Penalty: 6112.277344
	Iteration 17Q: 3 clusters Score -2.898207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -28982092.000000 Penalty: 6112.277344
	Iteration 18Q: 3 clusters Score -2.898209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -28982078.000000 Penalty: 6112.277344
	Iteration 19Q: 3 clusters Score -2.898208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224636 members 
Entering Unmasked Estep 
Score: -28982092.000000 Penalty: 6112.277344
	Iteration 20F: 3 clusters Score -2.898209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224636 members 
Entering Unmasked Estep 
Score: -28982078.000000 Penalty: 6112.277344
	Iteration 21Q: 3 clusters Score -2.898208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224634 members 
Entering Unmasked Estep 
Score: -28982082.000000 Penalty: 6112.277344
	Iteration 22Q: 3 clusters Score -2.898208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 224634 members 
Entering Unmasked Estep 
Score: -28982082.000000 Penalty: 6112.277344
	Iteration 23F: 3 clusters Score -2.898208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Entering Unmasked Estep 
Score: -2972037.750000 Penalty: 2487.579102
	Iteration 0F: 2 clusters Score -2972038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2956295.500000 Penalty: 4975.158203
	Iteration 0F: 3 clusters Score -2956296 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2961519.750000 Penalty: 4975.158203
	Iteration 1F: 3 clusters Score -2961520 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2961897.000000 Penalty: 4975.158203
	Iteration 2Q: 3 clusters Score -2961897 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2962168.000000 Penalty: 4975.158203
	Iteration 3Q: 3 clusters Score -2962168 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2962411.000000 Penalty: 4975.158203
	Iteration 4Q: 3 clusters Score -2962411 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2962636.000000 Penalty: 4975.158203
	Iteration 5Q: 3 clusters Score -2962636 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2962886.000000 Penalty: 4975.158203
	Iteration 6Q: 3 clusters Score -2962886 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2963168.000000 Penalty: 4975.158203
	Iteration 7Q: 3 clusters Score -2963168 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2963534.000000 Penalty: 4975.158203
	Iteration 8Q: 3 clusters Score -2963534 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2964084.750000 Penalty: 4975.158203
	Iteration 9Q: 3 clusters Score -2964085 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2964833.750000 Penalty: 4975.158203
	Iteration 10F: 3 clusters Score -2964834 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2965804.250000 Penalty: 4975.158203
	Iteration 11F: 3 clusters Score -2965804 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2966943.000000 Penalty: 4975.158203
	Iteration 12F: 3 clusters Score -2966943 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2968033.750000 Penalty: 4975.158203
	Iteration 13F: 3 clusters Score -2968034 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2968887.250000 Penalty: 4975.158203
	Iteration 14Q: 3 clusters Score -2968887 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2969371.750000 Penalty: 4975.158203
	Iteration 15Q: 3 clusters Score -2969372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2969613.250000 Penalty: 4975.158203
	Iteration 16Q: 3 clusters Score -2969613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2969728.750000 Penalty: 4975.158203
	Iteration 17Q: 3 clusters Score -2969729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2969798.250000 Penalty: 4975.158203
	Iteration 18Q: 3 clusters Score -2969798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2969835.500000 Penalty: 4975.158203
	Iteration 19Q: 3 clusters Score -2969836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2969863.750000 Penalty: 4975.158203
	Iteration 20F: 3 clusters Score -2969864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2969876.500000 Penalty: 4975.158203
	Iteration 21Q: 3 clusters Score -2969876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2969886.750000 Penalty: 4975.158203
	Iteration 22Q: 3 clusters Score -2969887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2969889.750000 Penalty: 4975.158203
	Iteration 23Q: 3 clusters Score -2969890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2969897.500000 Penalty: 4975.158203
	Iteration 24Q: 3 clusters Score -2969898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2969901.750000 Penalty: 4975.158203
	Iteration 25Q: 3 clusters Score -2969902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2969908.750000 Penalty: 4975.158203
	Iteration 26Q: 3 clusters Score -2969909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2969908.750000 Penalty: 4975.158203
	Iteration 27F: 3 clusters Score -2969909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -108652.171875 Penalty: 1707.352661
	Iteration 0F: 2 clusters Score -108652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106798.632812 Penalty: 3414.705322
	Iteration 0F: 3 clusters Score -106798.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107294.343750 Penalty: 3414.705322
	Iteration 1F: 3 clusters Score -107294.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107891.125000 Penalty: 3414.705322
	Iteration 2F: 3 clusters Score -107891.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -109136.914062 Penalty: 3414.705322
	Iteration 3F: 3 clusters Score -109136.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109861.671875 Penalty: 3414.705322
	Iteration 4F: 3 clusters Score -109861.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -110054.156250 Penalty: 3414.705322
	Iteration 5Q: 3 clusters Score -110054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -110222.117188 Penalty: 3414.705322
	Iteration 6Q: 3 clusters Score -110222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -110349.382812 Penalty: 3414.705322
	Iteration 7Q: 3 clusters Score -110349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -110530.546875 Penalty: 3414.705322
	Iteration 8Q: 3 clusters Score -110530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -110772.828125 Penalty: 3414.705322
	Iteration 9Q: 3 clusters Score -110772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -111092.968750 Penalty: 3414.705322
	Iteration 10Q: 3 clusters Score -111093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -111092.968750 Penalty: 3414.705322
	Iteration 11F: 3 clusters Score -111093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60075 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179348 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87406 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157226 members 
Mstep: Class 21 contains 224839 members 
Mstep: Class 22 contains 22710 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
Score: -138556704.000000 Penalty: 89651.437500
Splitting cluster 23 changes total score from -138555584.000000 to -138556704.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -77184.945312 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -77184.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75572.187500 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -75572.19 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75960.625000 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -75960.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76224.757812 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -76224.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76401.554688 Penalty: 3248.626709
	Iteration 3F: 3 clusters Score -76401.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76492.914062 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -76492.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76606.820312 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -76606.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76779.281250 Penalty: 3248.626709
	Iteration 6F: 3 clusters Score -76779.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77065.351562 Penalty: 3248.626709
	Iteration 7F: 3 clusters Score -77065.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77166.968750 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -77166.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77212.265625 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -77212.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77261.203125 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -77261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -77282.937500 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -77282.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77290.000000 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -77290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77293.421875 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -77293.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77293.421875 Penalty: 3248.626709
	Iteration 14F: 3 clusters Score -77293.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60075 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179348 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87406 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157226 members 
Mstep: Class 21 contains 224839 members 
Mstep: Class 22 contains 22710 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -138554928.000000 Penalty: 93099.570312
Splitting cluster 24 changes total score from -138555584.000000 to -138554928.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60075 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179348 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19742 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 87406 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157226 members 
Mstep: Class 21 contains 224839 members 
Mstep: Class 22 contains 22710 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556768.000000 Penalty: 89651.437500
Iteration 119Q: 27 clusters Score -1.385568e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60168 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204838 members 
Mstep: Class 6 contains 179352 members 
Mstep: Class 7 contains 45998 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 7976 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 87395 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157255 members 
Mstep: Class 21 contains 224827 members 
Mstep: Class 22 contains 22709 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 699 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556848.000000 Penalty: 89651.437500
Iteration 120F: 27 clusters Score -1.385568e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60277 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204829 members 
Mstep: Class 6 contains 179361 members 
Mstep: Class 7 contains 45976 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 53649 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 7980 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 87374 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157282 members 
Mstep: Class 21 contains 224816 members 
Mstep: Class 22 contains 22707 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 682 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556880.000000 Penalty: 89651.437500
Iteration 121Q: 27 clusters Score -1.385569e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60362 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204810 members 
Mstep: Class 6 contains 179383 members 
Mstep: Class 7 contains 45935 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 7983 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 87356 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157317 members 
Mstep: Class 21 contains 224816 members 
Mstep: Class 22 contains 22703 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556944.000000 Penalty: 89651.437500
Iteration 122Q: 27 clusters Score -1.385569e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60444 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204806 members 
Mstep: Class 6 contains 179405 members 
Mstep: Class 7 contains 45905 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 53664 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 7988 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 87338 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157339 members 
Mstep: Class 21 contains 224802 members 
Mstep: Class 22 contains 22702 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556880.000000 Penalty: 89651.437500
Iteration 123Q: 27 clusters Score -1.385569e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60530 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204789 members 
Mstep: Class 6 contains 179423 members 
Mstep: Class 7 contains 45869 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 5298 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 53678 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 87319 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157366 members 
Mstep: Class 21 contains 224800 members 
Mstep: Class 22 contains 22700 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 653 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556864.000000 Penalty: 89651.437500
Iteration 124Q: 27 clusters Score -1.385569e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60604 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204791 members 
Mstep: Class 6 contains 179438 members 
Mstep: Class 7 contains 45827 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 53686 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 7995 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 87300 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157394 members 
Mstep: Class 21 contains 224793 members 
Mstep: Class 22 contains 22699 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 652 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556800.000000 Penalty: 89651.437500
Iteration 125Q: 27 clusters Score -1.385568e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60671 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204767 members 
Mstep: Class 6 contains 179464 members 
Mstep: Class 7 contains 45800 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 53693 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 7998 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 87277 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157439 members 
Mstep: Class 21 contains 224777 members 
Mstep: Class 22 contains 22697 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557008.000000 Penalty: 89651.437500
Iteration 126Q: 27 clusters Score -1.38557e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60724 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204740 members 
Mstep: Class 6 contains 179490 members 
Mstep: Class 7 contains 45780 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 53699 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 8000 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 87254 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157478 members 
Mstep: Class 21 contains 224764 members 
Mstep: Class 22 contains 22698 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557072.000000 Penalty: 89651.437500
Iteration 127Q: 27 clusters Score -1.385571e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60791 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204712 members 
Mstep: Class 6 contains 179509 members 
Mstep: Class 7 contains 45756 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 53705 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 8005 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 87234 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 157523 members 
Mstep: Class 21 contains 224752 members 
Mstep: Class 22 contains 22695 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138556992.000000 Penalty: 89651.437500
Iteration 128Q: 27 clusters Score -1.38557e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60839 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204683 members 
Mstep: Class 6 contains 179528 members 
Mstep: Class 7 contains 45728 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 53710 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 87217 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157583 members 
Mstep: Class 21 contains 224737 members 
Mstep: Class 22 contains 22696 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557040.000000 Penalty: 89651.437500
Iteration 129Q: 27 clusters Score -1.38557e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60884 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204660 members 
Mstep: Class 6 contains 179526 members 
Mstep: Class 7 contains 45711 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 5265 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 53713 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 3568 members 
Mstep: Class 18 contains 87203 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157648 members 
Mstep: Class 21 contains 224716 members 
Mstep: Class 22 contains 22695 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557136.000000 Penalty: 89651.437500
Iteration 130Q: 27 clusters Score -1.385571e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60932 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204635 members 
Mstep: Class 6 contains 179525 members 
Mstep: Class 7 contains 45684 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 53713 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 87177 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157730 members 
Mstep: Class 21 contains 224701 members 
Mstep: Class 22 contains 22691 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557152.000000 Penalty: 89651.437500
Iteration 131Q: 27 clusters Score -1.385572e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 60981 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204618 members 
Mstep: Class 6 contains 179527 members 
Mstep: Class 7 contains 45663 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 53718 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 87157 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157789 members 
Mstep: Class 21 contains 224680 members 
Mstep: Class 22 contains 22690 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138557152.000000 Penalty: 89651.437500
Iteration 132Q: 27 clusters Score -1.385572e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 61030 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204598 members 
Mstep: Class 6 contains 179518 members 
Mstep: Class 7 contains 45646 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 5242 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 8019 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 18 contains 87149 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 157842 members 
Mstep: Class 21 contains 224662 members 
Mstep: Class 22 contains 22690 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3399.917480 but Gain 3448.132812
Score: -138557568.000000 Penalty: 86203.304688
Iteration 133Q: 26 clusters Score -1.385576e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 62861 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204572 members 
Mstep: Class 6 contains 179574 members 
Mstep: Class 7 contains 45747 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53734 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87216 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158043 members 
Mstep: Class 21 contains 224643 members 
Mstep: Class 22 contains 22691 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 134Q: 26 clusters Score -1.385605e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63174 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204550 members 
Mstep: Class 6 contains 179472 members 
Mstep: Class 7 contains 45621 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3892 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19821 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87182 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158030 members 
Mstep: Class 21 contains 224618 members 
Mstep: Class 22 contains 22687 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560384.000000 Penalty: 86203.304688
Iteration 135Q: 26 clusters Score -1.385604e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63318 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204517 members 
Mstep: Class 6 contains 179448 members 
Mstep: Class 7 contains 45538 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3921 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53761 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 87171 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158059 members 
Mstep: Class 21 contains 224588 members 
Mstep: Class 22 contains 22685 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560368.000000 Penalty: 86203.304688
Iteration 136Q: 26 clusters Score -1.385604e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63383 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204509 members 
Mstep: Class 6 contains 179435 members 
Mstep: Class 7 contains 45479 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3939 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53769 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87167 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158103 members 
Mstep: Class 21 contains 224551 members 
Mstep: Class 22 contains 22685 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560208.000000 Penalty: 86203.304688
Iteration 137Q: 26 clusters Score -1.385602e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63409 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204506 members 
Mstep: Class 6 contains 179424 members 
Mstep: Class 7 contains 45441 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53771 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 87162 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158151 members 
Mstep: Class 21 contains 224526 members 
Mstep: Class 22 contains 22685 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560192.000000 Penalty: 86203.304688
Iteration 138Q: 26 clusters Score -1.385602e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63419 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204480 members 
Mstep: Class 6 contains 179426 members 
Mstep: Class 7 contains 45414 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53771 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 87157 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158217 members 
Mstep: Class 21 contains 224505 members 
Mstep: Class 22 contains 22684 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560096.000000 Penalty: 86203.304688
Iteration 139Q: 26 clusters Score -1.385601e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204460 members 
Mstep: Class 6 contains 179416 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53774 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 8033 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 87152 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158296 members 
Mstep: Class 21 contains 224472 members 
Mstep: Class 22 contains 22683 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560144.000000 Penalty: 86203.304688
Iteration 140F: 26 clusters Score -1.385601e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63431 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 204438 members 
Mstep: Class 6 contains 179397 members 
Mstep: Class 7 contains 45360 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53775 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87144 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158376 members 
Mstep: Class 21 contains 224457 members 
Mstep: Class 22 contains 22680 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560112.000000 Penalty: 86203.304688
Iteration 141Q: 26 clusters Score -1.385601e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63439 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204415 members 
Mstep: Class 6 contains 179373 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 5222 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53780 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 8033 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158436 members 
Mstep: Class 21 contains 224449 members 
Mstep: Class 22 contains 22683 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138559968.000000 Penalty: 86203.304688
Iteration 142Q: 26 clusters Score -1.3856e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63439 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204380 members 
Mstep: Class 6 contains 179352 members 
Mstep: Class 7 contains 45310 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3993 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53782 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158514 members 
Mstep: Class 21 contains 224430 members 
Mstep: Class 22 contains 22683 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560160.000000 Penalty: 86203.304688
Iteration 143Q: 26 clusters Score -1.385602e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63437 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 204358 members 
Mstep: Class 6 contains 179328 members 
Mstep: Class 7 contains 45284 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53784 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 87146 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158592 members 
Mstep: Class 21 contains 224413 members 
Mstep: Class 22 contains 22680 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 144Q: 26 clusters Score -1.385603e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63439 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 204324 members 
Mstep: Class 6 contains 179307 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53784 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8033 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87146 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158672 members 
Mstep: Class 21 contains 224403 members 
Mstep: Class 22 contains 22681 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560224.000000 Penalty: 86203.304688
Iteration 145Q: 26 clusters Score -1.385602e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63442 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204297 members 
Mstep: Class 6 contains 179273 members 
Mstep: Class 7 contains 45240 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53787 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19867 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87145 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158777 members 
Mstep: Class 21 contains 224374 members 
Mstep: Class 22 contains 22676 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560288.000000 Penalty: 86203.304688
Iteration 146Q: 26 clusters Score -1.385603e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63443 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204263 members 
Mstep: Class 6 contains 179246 members 
Mstep: Class 7 contains 45231 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53790 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87142 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158870 members 
Mstep: Class 21 contains 224348 members 
Mstep: Class 22 contains 22673 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560240.000000 Penalty: 86203.304688
Iteration 147Q: 26 clusters Score -1.385602e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63442 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204237 members 
Mstep: Class 6 contains 179214 members 
Mstep: Class 7 contains 45224 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53792 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19871 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87142 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 158968 members 
Mstep: Class 21 contains 224317 members 
Mstep: Class 22 contains 22666 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560176.000000 Penalty: 86203.304688
Iteration 148Q: 26 clusters Score -1.385602e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63443 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204206 members 
Mstep: Class 6 contains 179187 members 
Mstep: Class 7 contains 45216 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53797 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19873 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87140 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159059 members 
Mstep: Class 21 contains 224291 members 
Mstep: Class 22 contains 22660 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560128.000000 Penalty: 86203.304688
Iteration 149Q: 26 clusters Score -1.385601e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63441 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204185 members 
Mstep: Class 6 contains 179176 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53806 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159141 members 
Mstep: Class 21 contains 224254 members 
Mstep: Class 22 contains 22651 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560064.000000 Penalty: 86203.304688
Iteration 150Q: 26 clusters Score -1.385601e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63444 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204152 members 
Mstep: Class 6 contains 179162 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53816 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159234 members 
Mstep: Class 21 contains 224206 members 
Mstep: Class 22 contains 22646 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560240.000000 Penalty: 86203.304688
Iteration 151Q: 26 clusters Score -1.385602e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63448 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204124 members 
Mstep: Class 6 contains 179142 members 
Mstep: Class 7 contains 45174 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53822 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87145 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159340 members 
Mstep: Class 21 contains 224151 members 
Mstep: Class 22 contains 22640 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 152Q: 26 clusters Score -1.385604e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63449 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204106 members 
Mstep: Class 6 contains 179141 members 
Mstep: Class 7 contains 45148 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53825 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87146 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159429 members 
Mstep: Class 21 contains 224109 members 
Mstep: Class 22 contains 22634 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560528.000000 Penalty: 86203.304688
Iteration 153Q: 26 clusters Score -1.385605e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63451 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204078 members 
Mstep: Class 6 contains 179134 members 
Mstep: Class 7 contains 45128 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5216 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53829 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19884 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87144 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159500 members 
Mstep: Class 21 contains 224086 members 
Mstep: Class 22 contains 22630 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 154Q: 26 clusters Score -1.385605e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63452 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204073 members 
Mstep: Class 6 contains 179126 members 
Mstep: Class 7 contains 45096 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53835 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87141 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159564 members 
Mstep: Class 21 contains 224073 members 
Mstep: Class 22 contains 22628 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 155Q: 26 clusters Score -1.385605e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63453 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204066 members 
Mstep: Class 6 contains 179122 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53841 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87136 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159624 members 
Mstep: Class 21 contains 224046 members 
Mstep: Class 22 contains 22625 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560512.000000 Penalty: 86203.304688
Iteration 156Q: 26 clusters Score -1.385605e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63458 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204050 members 
Mstep: Class 6 contains 179118 members 
Mstep: Class 7 contains 45052 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53844 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87136 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159659 members 
Mstep: Class 21 contains 224044 members 
Mstep: Class 22 contains 22630 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 157Q: 26 clusters Score -1.385603e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63462 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204041 members 
Mstep: Class 6 contains 179116 members 
Mstep: Class 7 contains 45036 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53854 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87134 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159695 members 
Mstep: Class 21 contains 224020 members 
Mstep: Class 22 contains 22632 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 158Q: 26 clusters Score -1.385604e+08 nChanged 162
Entering ConstructFrom: 
Score: -138560416.000000 Penalty: 86203.304688
Entering ConstructFrom: 
Trying to split cluster 1 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -370394.531250 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -370394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367138.468750 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -367138.5 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367844.375000 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -367844.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -368010.187500 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -368010.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368092.406250 Penalty: 3975.766113
	Iteration 3Q: 3 clusters Score -368092.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368126.406250 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -368126.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368163.250000 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -368163.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -368190.468750 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -368190.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -368208.343750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -368208.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -368222.656250 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -368222.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -368236.343750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -368236.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -368248.062500 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -368248.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -368262.156250 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -368262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -368272.437500 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -368272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -368278.781250 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -368278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -368285.906250 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -368285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -368290.718750 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -368290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -368293.250000 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -368293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368296.031250 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -368296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -368298.031250 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -368298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -368301.125000 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -368301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368302.062500 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -368302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368302.500000 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -368302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -368303.906250 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -368303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368305.625000 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -368305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368307.875000 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -368307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368309.218750 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -368309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -368310.250000 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -368310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -368310.250000 Penalty: 3975.766113
	Iteration 27F: 3 clusters Score -368310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22858.492188 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22858.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21711.535156 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21711.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21794.119141 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21794.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21808.119141 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21808.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21819.640625 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21819.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21824.083984 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21824.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21824.083984 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -21824.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Entering Unmasked Estep 
Score: -8217195.500000 Penalty: 2742.436523
	Iteration 0F: 2 clusters Score -8217196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8174573.000000 Penalty: 5484.873047
	Iteration 0F: 3 clusters Score -8174573 nChanged 29556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8191200.500000 Penalty: 5484.873047
	Iteration 1F: 3 clusters Score -8191200 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -8191748.500000 Penalty: 5484.873047
	Iteration 2Q: 3 clusters Score -8191748 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8192229.500000 Penalty: 5484.873047
	Iteration 3Q: 3 clusters Score -8192230 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -8192787.000000 Penalty: 5484.873047
	Iteration 4Q: 3 clusters Score -8192787 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -8193289.000000 Penalty: 5484.873047
	Iteration 5Q: 3 clusters Score -8193289 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -8193879.000000 Penalty: 5484.873047
	Iteration 6Q: 3 clusters Score -8193879 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8194512.500000 Penalty: 5484.873047
	Iteration 7Q: 3 clusters Score -8194512 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -8195304.000000 Penalty: 5484.873047
	Iteration 8Q: 3 clusters Score -8195304 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -8196096.000000 Penalty: 5484.873047
	Iteration 9Q: 3 clusters Score -8196096 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -8196981.000000 Penalty: 5484.873047
	Iteration 10Q: 3 clusters Score -8196981 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8198151.500000 Penalty: 5484.873047
	Iteration 11Q: 3 clusters Score -8198152 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -8199552.000000 Penalty: 5484.873047
	Iteration 12Q: 3 clusters Score -8199552 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -8201338.500000 Penalty: 5484.873047
	Iteration 13Q: 3 clusters Score -8201338 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -8203471.000000 Penalty: 5484.873047
	Iteration 14F: 3 clusters Score -8203471 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -8205334.000000 Penalty: 5484.873047
	Iteration 15Q: 3 clusters Score -8205334 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -8206469.500000 Penalty: 5484.873047
	Iteration 16Q: 3 clusters Score -8206470 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -8207072.000000 Penalty: 5484.873047
	Iteration 17Q: 3 clusters Score -8207072 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -8207435.500000 Penalty: 5484.873047
	Iteration 18Q: 3 clusters Score -8207436 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8207705.500000 Penalty: 5484.873047
	Iteration 19Q: 3 clusters Score -8207706 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -8207938.500000 Penalty: 5484.873047
	Iteration 20F: 3 clusters Score -8207938 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -8208168.500000 Penalty: 5484.873047
	Iteration 21Q: 3 clusters Score -8208168 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8208368.000000 Penalty: 5484.873047
	Iteration 22Q: 3 clusters Score -8208368 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -8208514.000000 Penalty: 5484.873047
	Iteration 23Q: 3 clusters Score -8208514 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -8208687.000000 Penalty: 5484.873047
	Iteration 24Q: 3 clusters Score -8208687 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8208826.000000 Penalty: 5484.873047
	Iteration 25Q: 3 clusters Score -8208826 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8209002.500000 Penalty: 5484.873047
	Iteration 26Q: 3 clusters Score -8209002 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8209083.500000 Penalty: 5484.873047
	Iteration 27Q: 3 clusters Score -8209084 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8209240.000000 Penalty: 5484.873047
	Iteration 28Q: 3 clusters Score -8209240 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8209366.500000 Penalty: 5484.873047
	Iteration 29Q: 3 clusters Score -8209366 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -8209492.500000 Penalty: 5484.873047
	Iteration 30Q: 3 clusters Score -8209492 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -8209606.000000 Penalty: 5484.873047
	Iteration 31Q: 3 clusters Score -8209606 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -8209707.000000 Penalty: 5484.873047
	Iteration 32Q: 3 clusters Score -8209707 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8209777.000000 Penalty: 5484.873047
	Iteration 33Q: 3 clusters Score -8209777 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -8209841.500000 Penalty: 5484.873047
	Iteration 34Q: 3 clusters Score -8209842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8209865.500000 Penalty: 5484.873047
	Iteration 35Q: 3 clusters Score -8209866 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8209904.000000 Penalty: 5484.873047
	Iteration 36Q: 3 clusters Score -8209904 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8209973.500000 Penalty: 5484.873047
	Iteration 37Q: 3 clusters Score -8209974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -8210008.000000 Penalty: 5484.873047
	Iteration 38Q: 3 clusters Score -8210008 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -8210022.500000 Penalty: 5484.873047
	Iteration 39Q: 3 clusters Score -8210022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8210062.500000 Penalty: 5484.873047
	Iteration 40F: 3 clusters Score -8210062 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -8210098.500000 Penalty: 5484.873047
	Iteration 41Q: 3 clusters Score -8210098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -8210134.500000 Penalty: 5484.873047
	Iteration 42Q: 3 clusters Score -8210134 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8210164.000000 Penalty: 5484.873047
	Iteration 43Q: 3 clusters Score -8210164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -8210194.500000 Penalty: 5484.873047
	Iteration 44Q: 3 clusters Score -8210194 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -8210190.000000 Penalty: 5484.873047
	Iteration 45Q: 3 clusters Score -8210190 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8210219.000000 Penalty: 5484.873047
	Iteration 46Q: 3 clusters Score -8210219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -8210273.000000 Penalty: 5484.873047
	Iteration 47Q: 3 clusters Score -8210273 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -8210293.000000 Penalty: 5484.873047
	Iteration 48Q: 3 clusters Score -8210293 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -8210298.500000 Penalty: 5484.873047
	Iteration 49Q: 3 clusters Score -8210298 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -8210315.000000 Penalty: 5484.873047
	Iteration 50Q: 3 clusters Score -8210315 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -8210350.000000 Penalty: 5484.873047
	Iteration 51Q: 3 clusters Score -8210350 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 39594 members 
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Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 39865 members 
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Mstep: Class 2 contains 40135 members 
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Mstep: Class 1 contains 22545 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21830 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8210628 nChanged 235
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Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 42349 members 
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Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 42609 members 
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Mstep: Class 1 contains 20571 members 
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Mstep: Class 2 contains 43177 members 
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Mstep: Class 1 contains 19972 members 
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Mstep: Class 1 contains 19675 members 
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Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19090 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 44642 members 
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Mstep: Class 1 contains 18539 members 
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Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 45205 members 
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Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 45466 members 
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Mstep: Class 1 contains 17477 members 
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Mstep: Class 1 contains 17227 members 
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Mstep: Class 1 contains 16956 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16441 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8211240 nChanged 261
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Mstep: Class 2 contains 47554 members 
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Mstep: Class 1 contains 15044 members 
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Mstep: Class 1 contains 13919 members 
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Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 49807 members 
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Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 50047 members 
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Mstep: Class 1 contains 13201 members 
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Mstep: Class 2 contains 50462 members 
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	Iteration 93Q: 3 clusters Score -8211716 nChanged 224
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Mstep: Class 1 contains 12561 members 
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Mstep: Class 1 contains 12321 members 
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Mstep: Class 1 contains 12048 members 
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Mstep: Class 1 contains 11768 members 
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Mstep: Class 1 contains 11499 members 
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Mstep: Class 2 contains 52271 members 
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	Iteration 100F: 3 clusters Score -8212008 nChanged 339
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	Iteration 111Q: 3 clusters Score -8212726 nChanged 280
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Mstep: Class 1 contains 7477 members 
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Mstep: Class 1 contains 7213 members 
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Mstep: Class 1 contains 6914 members 
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	Iteration 114Q: 3 clusters Score -8212862 nChanged 318
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Mstep: Class 1 contains 6598 members 
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Mstep: Class 1 contains 6264 members 
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	Iteration 116Q: 3 clusters Score -8213016 nChanged 334
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Mstep: Class 1 contains 5555 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8213228 nChanged 369
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4825 members 
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	Iteration 120F: 3 clusters Score -8213475 nChanged 317
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Mstep: Class 2 contains 58953 members 
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Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8213726 nChanged 246
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 59750 members 
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Mstep: Class 1 contains 3459 members 
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	Iteration 125Q: 3 clusters Score -8213898 nChanged 257
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Mstep: Class 2 contains 60259 members 
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	Iteration 126Q: 3 clusters Score -8213980 nChanged 219
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 60700 members 
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Mstep: Class 1 contains 2572 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8214210 nChanged 179
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Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 61068 members 
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	Iteration 130Q: 3 clusters Score -8214292 nChanged 143
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	Iteration 131Q: 3 clusters Score -8214313 nChanged 135
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Mstep: Class 2 contains 61340 members 
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	Iteration 132Q: 3 clusters Score -8214359 nChanged 127
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8214394 nChanged 118
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Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61583 members 
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	Iteration 134Q: 3 clusters Score -8214448 nChanged 127
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Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8214510 nChanged 109
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8214573 nChanged 113
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8214636 nChanged 99
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Mstep: Class 1 contains 1361 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8214680 nChanged 73
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Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8214714 nChanged 52
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8214735 nChanged 35
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Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -8214757.500000 Penalty: 5484.873047
	Iteration 142Q: 3 clusters Score -8214758 nChanged 33
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Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8214780 nChanged 36
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Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8214794 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8214799.000000 Penalty: 5484.873047
	Iteration 145Q: 3 clusters Score -8214799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -8214821.500000 Penalty: 5484.873047
	Iteration 146Q: 3 clusters Score -8214822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -8214818.500000 Penalty: 5484.873047
	Iteration 147Q: 3 clusters Score -8214818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -8214817.000000 Penalty: 5484.873047
	Iteration 148Q: 3 clusters Score -8214817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -8214821.000000 Penalty: 5484.873047
	Iteration 149Q: 3 clusters Score -8214821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -8214815.000000 Penalty: 5484.873047
	Iteration 150Q: 3 clusters Score -8214815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -8214816.000000 Penalty: 5484.873047
	Iteration 151Q: 3 clusters Score -8214816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -8214821.000000 Penalty: 5484.873047
	Iteration 152Q: 3 clusters Score -8214821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -8214829.000000 Penalty: 5484.873047
	Iteration 153Q: 3 clusters Score -8214829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -8214837.000000 Penalty: 5484.873047
	Iteration 154Q: 3 clusters Score -8214837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -8214834.500000 Penalty: 5484.873047
	Iteration 155Q: 3 clusters Score -8214834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -8214837.500000 Penalty: 5484.873047
	Iteration 156Q: 3 clusters Score -8214838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -8214842.500000 Penalty: 5484.873047
	Iteration 157Q: 3 clusters Score -8214842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -8214845.000000 Penalty: 5484.873047
	Iteration 158Q: 3 clusters Score -8214845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8214845.500000 Penalty: 5484.873047
	Iteration 159Q: 3 clusters Score -8214846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8214852.000000 Penalty: 5484.873047
	Iteration 160F: 3 clusters Score -8214852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8214852.000000 Penalty: 5484.873047
	Iteration 161Q: 3 clusters Score -8214852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8214852.000000 Penalty: 5484.873047
	Iteration 162F: 3 clusters Score -8214852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -431550.500000 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -431550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -428020.375000 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -428020.4 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -428675.156250 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -428675.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -428835.281250 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -428835.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -428932.062500 Penalty: 4025.150146
	Iteration 3Q: 3 clusters Score -428932.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -428989.625000 Penalty: 4025.150146
	Iteration 4Q: 3 clusters Score -428989.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -429018.250000 Penalty: 4025.150146
	Iteration 5Q: 3 clusters Score -429018.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -429033.062500 Penalty: 4025.150146
	Iteration 6Q: 3 clusters Score -429033.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -429043.531250 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -429043.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -429054.718750 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -429054.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -429065.843750 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -429065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -429073.750000 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -429073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -429078.781250 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -429078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -429083.156250 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -429083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -429087.718750 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -429087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429089.812500 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -429089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -429092.250000 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -429092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429094.875000 Penalty: 4025.150146
	Iteration 16Q: 3 clusters Score -429094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429095.593750 Penalty: 4025.150146
	Iteration 17Q: 3 clusters Score -429095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429096.406250 Penalty: 4025.150146
	Iteration 18Q: 3 clusters Score -429096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429098.062500 Penalty: 4025.150146
	Iteration 19Q: 3 clusters Score -429098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429099.187500 Penalty: 4025.150146
	Iteration 20F: 3 clusters Score -429099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429100.562500 Penalty: 4025.150146
	Iteration 21Q: 3 clusters Score -429100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429100.843750 Penalty: 4025.150146
	Iteration 22Q: 3 clusters Score -429100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429100.937500 Penalty: 4025.150146
	Iteration 23Q: 3 clusters Score -429100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429102.218750 Penalty: 4025.150146
	Iteration 24Q: 3 clusters Score -429102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429103.531250 Penalty: 4025.150146
	Iteration 25Q: 3 clusters Score -429103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429105.906250 Penalty: 4025.150146
	Iteration 26Q: 3 clusters Score -429105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -429106.031250 Penalty: 4025.150146
	Iteration 27Q: 3 clusters Score -429106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -429108.781250 Penalty: 4025.150146
	Iteration 28Q: 3 clusters Score -429108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -429109.562500 Penalty: 4025.150146
	Iteration 29Q: 3 clusters Score -429109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -429112.250000 Penalty: 4025.150146
	Iteration 30Q: 3 clusters Score -429112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -429113.875000 Penalty: 4025.150146
	Iteration 31Q: 3 clusters Score -429113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -429117.093750 Penalty: 4025.150146
	Iteration 32Q: 3 clusters Score -429117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -429119.187500 Penalty: 4025.150146
	Iteration 33Q: 3 clusters Score -429119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -429123.031250 Penalty: 4025.150146
	Iteration 34Q: 3 clusters Score -429123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429123.375000 Penalty: 4025.150146
	Iteration 35Q: 3 clusters Score -429123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -429123.406250 Penalty: 4025.150146
	Iteration 36Q: 3 clusters Score -429123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -429124.968750 Penalty: 4025.150146
	Iteration 37Q: 3 clusters Score -429125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -429126.718750 Penalty: 4025.150146
	Iteration 38Q: 3 clusters Score -429126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -429127.312500 Penalty: 4025.150146
	Iteration 39Q: 3 clusters Score -429127.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -429129.312500 Penalty: 4025.150146
	Iteration 40F: 3 clusters Score -429129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -429131.656250 Penalty: 4025.150146
	Iteration 41Q: 3 clusters Score -429131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -429132.562500 Penalty: 4025.150146
	Iteration 42Q: 3 clusters Score -429132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -429133.375000 Penalty: 4025.150146
	Iteration 43Q: 3 clusters Score -429133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -429133.968750 Penalty: 4025.150146
	Iteration 44Q: 3 clusters Score -429134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -429134.500000 Penalty: 4025.150146
	Iteration 45Q: 3 clusters Score -429134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -429134.906250 Penalty: 4025.150146
	Iteration 46Q: 3 clusters Score -429134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -429134.562500 Penalty: 4025.150146
	Iteration 47Q: 3 clusters Score -429134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -429134.562500 Penalty: 4025.150146
	Iteration 48F: 3 clusters Score -429134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204040 members 
Entering Unmasked Estep 
Score: -26361086.000000 Penalty: 3032.065674
	Iteration 0F: 2 clusters Score -2.636109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -26229994.000000 Penalty: 6064.131348
	Iteration 0F: 3 clusters Score -2.622999e+07 nChanged 98078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -26286640.000000 Penalty: 6064.131348
	Iteration 1F: 3 clusters Score -2.628664e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -26288060.000000 Penalty: 6064.131348
	Iteration 2Q: 3 clusters Score -2.628806e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -26289714.000000 Penalty: 6064.131348
	Iteration 3Q: 3 clusters Score -2.628971e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -26291930.000000 Penalty: 6064.131348
	Iteration 4Q: 3 clusters Score -2.629193e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91709 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -26295210.000000 Penalty: 6064.131348
	Iteration 5Q: 3 clusters Score -2.629521e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -26301012.000000 Penalty: 6064.131348
	Iteration 6F: 3 clusters Score -2.630101e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 125163 members 
Entering Unmasked Estep 
Score: -26310056.000000 Penalty: 6064.131348
	Iteration 7F: 3 clusters Score -2.631006e+07 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 133886 members 
Entering Unmasked Estep 
Score: -26321456.000000 Penalty: 6064.131348
	Iteration 8F: 3 clusters Score -2.632146e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -26332276.000000 Penalty: 6064.131348
	Iteration 9F: 3 clusters Score -2.633228e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -26339256.000000 Penalty: 6064.131348
	Iteration 10F: 3 clusters Score -2.633926e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -26342664.000000 Penalty: 6064.131348
	Iteration 11Q: 3 clusters Score -2.634266e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -26344454.000000 Penalty: 6064.131348
	Iteration 12Q: 3 clusters Score -2.634445e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 162103 members 
Entering Unmasked Estep 
Score: -26346194.000000 Penalty: 6064.131348
	Iteration 13Q: 3 clusters Score -2.634619e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 166317 members 
Entering Unmasked Estep 
Score: -26347600.000000 Penalty: 6064.131348
	Iteration 14Q: 3 clusters Score -2.63476e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -26349054.000000 Penalty: 6064.131348
	Iteration 15Q: 3 clusters Score -2.634905e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -26350508.000000 Penalty: 6064.131348
	Iteration 16Q: 3 clusters Score -2.635051e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -26351770.000000 Penalty: 6064.131348
	Iteration 17Q: 3 clusters Score -2.635177e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 181205 members 
Entering Unmasked Estep 
Score: -26353012.000000 Penalty: 6064.131348
	Iteration 18Q: 3 clusters Score -2.635301e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -26354116.000000 Penalty: 6064.131348
	Iteration 19Q: 3 clusters Score -2.635412e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 186733 members 
Entering Unmasked Estep 
Score: -26355168.000000 Penalty: 6064.131348
	Iteration 20F: 3 clusters Score -2.635517e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 189032 members 
Entering Unmasked Estep 
Score: -26355990.000000 Penalty: 6064.131348
	Iteration 21Q: 3 clusters Score -2.635599e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 191061 members 
Entering Unmasked Estep 
Score: -26356824.000000 Penalty: 6064.131348
	Iteration 22Q: 3 clusters Score -2.635682e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 192770 members 
Entering Unmasked Estep 
Score: -26357586.000000 Penalty: 6064.131348
	Iteration 23Q: 3 clusters Score -2.635759e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 194245 members 
Entering Unmasked Estep 
Score: -26358182.000000 Penalty: 6064.131348
	Iteration 24Q: 3 clusters Score -2.635818e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 195505 members 
Entering Unmasked Estep 
Score: -26358536.000000 Penalty: 6064.131348
	Iteration 25Q: 3 clusters Score -2.635854e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 196607 members 
Entering Unmasked Estep 
Score: -26358842.000000 Penalty: 6064.131348
	Iteration 26Q: 3 clusters Score -2.635884e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 197534 members 
Entering Unmasked Estep 
Score: -26358968.000000 Penalty: 6064.131348
	Iteration 27Q: 3 clusters Score -2.635897e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -26359202.000000 Penalty: 6064.131348
	Iteration 28Q: 3 clusters Score -2.63592e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 198958 members 
Entering Unmasked Estep 
Score: -26359394.000000 Penalty: 6064.131348
	Iteration 29Q: 3 clusters Score -2.635939e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 199492 members 
Entering Unmasked Estep 
Score: -26359586.000000 Penalty: 6064.131348
	Iteration 30Q: 3 clusters Score -2.635959e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 199925 members 
Entering Unmasked Estep 
Score: -26359692.000000 Penalty: 6064.131348
	Iteration 31Q: 3 clusters Score -2.635969e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 200267 members 
Entering Unmasked Estep 
Score: -26359648.000000 Penalty: 6064.131348
	Iteration 32Q: 3 clusters Score -2.635965e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 200552 members 
Entering Unmasked Estep 
Score: -26359684.000000 Penalty: 6064.131348
	Iteration 33Q: 3 clusters Score -2.635968e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -26359720.000000 Penalty: 6064.131348
	Iteration 34Q: 3 clusters Score -2.635972e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -26359720.000000 Penalty: 6064.131348
	Iteration 35Q: 3 clusters Score -2.635972e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 201094 members 
Entering Unmasked Estep 
Score: -26359758.000000 Penalty: 6064.131348
	Iteration 36Q: 3 clusters Score -2.635976e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 201216 members 
Entering Unmasked Estep 
Score: -26359722.000000 Penalty: 6064.131348
	Iteration 37Q: 3 clusters Score -2.635972e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 201318 members 
Entering Unmasked Estep 
Score: -26359728.000000 Penalty: 6064.131348
	Iteration 38Q: 3 clusters Score -2.635973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 201409 members 
Entering Unmasked Estep 
Score: -26359740.000000 Penalty: 6064.131348
	Iteration 39Q: 3 clusters Score -2.635974e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 201482 members 
Entering Unmasked Estep 
Score: -26359696.000000 Penalty: 6064.131348
	Iteration 40F: 3 clusters Score -2.63597e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 201539 members 
Entering Unmasked Estep 
Score: -26359714.000000 Penalty: 6064.131348
	Iteration 41Q: 3 clusters Score -2.635971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 201594 members 
Entering Unmasked Estep 
Score: -26359716.000000 Penalty: 6064.131348
	Iteration 42Q: 3 clusters Score -2.635972e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 201649 members 
Entering Unmasked Estep 
Score: -26359690.000000 Penalty: 6064.131348
	Iteration 43Q: 3 clusters Score -2.635969e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 201696 members 
Entering Unmasked Estep 
Score: -26359708.000000 Penalty: 6064.131348
	Iteration 44Q: 3 clusters Score -2.635971e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 201741 members 
Entering Unmasked Estep 
Score: -26359738.000000 Penalty: 6064.131348
	Iteration 45Q: 3 clusters Score -2.635974e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 201774 members 
Entering Unmasked Estep 
Score: -26359750.000000 Penalty: 6064.131348
	Iteration 46Q: 3 clusters Score -2.635975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 201804 members 
Entering Unmasked Estep 
Score: -26359770.000000 Penalty: 6064.131348
	Iteration 47Q: 3 clusters Score -2.635977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 201832 members 
Entering Unmasked Estep 
Score: -26359762.000000 Penalty: 6064.131348
	Iteration 48Q: 3 clusters Score -2.635976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 201859 members 
Entering Unmasked Estep 
Score: -26359754.000000 Penalty: 6064.131348
	Iteration 49Q: 3 clusters Score -2.635975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 201884 members 
Entering Unmasked Estep 
Score: -26359742.000000 Penalty: 6064.131348
	Iteration 50Q: 3 clusters Score -2.635974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 201916 members 
Entering Unmasked Estep 
Score: -26359730.000000 Penalty: 6064.131348
	Iteration 51Q: 3 clusters Score -2.635973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 201943 members 
Entering Unmasked Estep 
Score: -26359722.000000 Penalty: 6064.131348
	Iteration 52Q: 3 clusters Score -2.635972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 201964 members 
Entering Unmasked Estep 
Score: -26359740.000000 Penalty: 6064.131348
	Iteration 53Q: 3 clusters Score -2.635974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 201986 members 
Entering Unmasked Estep 
Score: -26359756.000000 Penalty: 6064.131348
	Iteration 54Q: 3 clusters Score -2.635976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 202006 members 
Entering Unmasked Estep 
Score: -26359742.000000 Penalty: 6064.131348
	Iteration 55Q: 3 clusters Score -2.635974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 202024 members 
Entering Unmasked Estep 
Score: -26359762.000000 Penalty: 6064.131348
	Iteration 56Q: 3 clusters Score -2.635976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 202042 members 
Entering Unmasked Estep 
Score: -26359752.000000 Penalty: 6064.131348
	Iteration 57Q: 3 clusters Score -2.635975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 202059 members 
Entering Unmasked Estep 
Score: -26359736.000000 Penalty: 6064.131348
	Iteration 58Q: 3 clusters Score -2.635974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 202072 members 
Entering Unmasked Estep 
Score: -26359736.000000 Penalty: 6064.131348
	Iteration 59Q: 3 clusters Score -2.635974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 202083 members 
Entering Unmasked Estep 
Score: -26359730.000000 Penalty: 6064.131348
	Iteration 60F: 3 clusters Score -2.635973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 202096 members 
Entering Unmasked Estep 
Score: -26359744.000000 Penalty: 6064.131348
	Iteration 61Q: 3 clusters Score -2.635974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 202106 members 
Entering Unmasked Estep 
Score: -26359736.000000 Penalty: 6064.131348
	Iteration 62Q: 3 clusters Score -2.635974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 202117 members 
Entering Unmasked Estep 
Score: -26359736.000000 Penalty: 6064.131348
	Iteration 63Q: 3 clusters Score -2.635974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 202126 members 
Entering Unmasked Estep 
Score: -26359750.000000 Penalty: 6064.131348
	Iteration 64Q: 3 clusters Score -2.635975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 202133 members 
Entering Unmasked Estep 
Score: -26359756.000000 Penalty: 6064.131348
	Iteration 65Q: 3 clusters Score -2.635976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 202139 members 
Entering Unmasked Estep 
Score: -26359754.000000 Penalty: 6064.131348
	Iteration 66Q: 3 clusters Score -2.635975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 202140 members 
Entering Unmasked Estep 
Score: -26359752.000000 Penalty: 6064.131348
	Iteration 67Q: 3 clusters Score -2.635975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 202143 members 
Entering Unmasked Estep 
Score: -26359756.000000 Penalty: 6064.131348
	Iteration 68Q: 3 clusters Score -2.635976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 202146 members 
Entering Unmasked Estep 
Score: -26359754.000000 Penalty: 6064.131348
	Iteration 69Q: 3 clusters Score -2.635975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 202149 members 
Entering Unmasked Estep 
Score: -26359772.000000 Penalty: 6064.131348
	Iteration 70Q: 3 clusters Score -2.635977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 202153 members 
Entering Unmasked Estep 
Score: -26359764.000000 Penalty: 6064.131348
	Iteration 71Q: 3 clusters Score -2.635976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 202160 members 
Entering Unmasked Estep 
Score: -26359760.000000 Penalty: 6064.131348
	Iteration 72Q: 3 clusters Score -2.635976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 202163 members 
Entering Unmasked Estep 
Score: -26359766.000000 Penalty: 6064.131348
	Iteration 73Q: 3 clusters Score -2.635977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 202167 members 
Entering Unmasked Estep 
Score: -26359774.000000 Penalty: 6064.131348
	Iteration 74Q: 3 clusters Score -2.635977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 202172 members 
Entering Unmasked Estep 
Score: -26359770.000000 Penalty: 6064.131348
	Iteration 75Q: 3 clusters Score -2.635977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 202180 members 
Entering Unmasked Estep 
Score: -26359758.000000 Penalty: 6064.131348
	Iteration 76Q: 3 clusters Score -2.635976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -26359756.000000 Penalty: 6064.131348
	Iteration 77Q: 3 clusters Score -2.635976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 202195 members 
Entering Unmasked Estep 
Score: -26359764.000000 Penalty: 6064.131348
	Iteration 78Q: 3 clusters Score -2.635976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 202197 members 
Entering Unmasked Estep 
Score: -26359754.000000 Penalty: 6064.131348
	Iteration 79Q: 3 clusters Score -2.635975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 202199 members 
Entering Unmasked Estep 
Score: -26359756.000000 Penalty: 6064.131348
	Iteration 80F: 3 clusters Score -2.635976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 202202 members 
Entering Unmasked Estep 
Score: -26359758.000000 Penalty: 6064.131348
	Iteration 81Q: 3 clusters Score -2.635976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 202202 members 
Entering Unmasked Estep 
Score: -26359758.000000 Penalty: 6064.131348
	Iteration 82F: 3 clusters Score -2.635976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179105 members 
Entering Unmasked Estep 
Score: -23210870.000000 Penalty: 2999.740479
	Iteration 0F: 2 clusters Score -2.321087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -23095766.000000 Penalty: 5999.480957
	Iteration 0F: 3 clusters Score -2.309577e+07 nChanged 86081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -23145248.000000 Penalty: 5999.480957
	Iteration 1F: 3 clusters Score -2.314525e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -23146262.000000 Penalty: 5999.480957
	Iteration 2Q: 3 clusters Score -2.314626e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -23147288.000000 Penalty: 5999.480957
	Iteration 3Q: 3 clusters Score -2.314729e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -23148930.000000 Penalty: 5999.480957
	Iteration 4Q: 3 clusters Score -2.314893e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -23151544.000000 Penalty: 5999.480957
	Iteration 5Q: 3 clusters Score -2.315154e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -23156324.000000 Penalty: 5999.480957
	Iteration 6F: 3 clusters Score -2.315632e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124847 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -23164006.000000 Penalty: 5999.480957
	Iteration 7F: 3 clusters Score -2.316401e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138816 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -23174700.000000 Penalty: 5999.480957
	Iteration 8F: 3 clusters Score -2.31747e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -23186824.000000 Penalty: 5999.480957
	Iteration 9F: 3 clusters Score -2.318682e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -23196826.000000 Penalty: 5999.480957
	Iteration 10F: 3 clusters Score -2.319683e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -23203366.000000 Penalty: 5999.480957
	Iteration 11Q: 3 clusters Score -2.320337e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -23206402.000000 Penalty: 5999.480957
	Iteration 12Q: 3 clusters Score -2.32064e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177137 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23207620.000000 Penalty: 5999.480957
	Iteration 13Q: 3 clusters Score -2.320762e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177684 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23208096.000000 Penalty: 5999.480957
	Iteration 14Q: 3 clusters Score -2.32081e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177907 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23208354.000000 Penalty: 5999.480957
	Iteration 15Q: 3 clusters Score -2.320835e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23208508.000000 Penalty: 5999.480957
	Iteration 16Q: 3 clusters Score -2.320851e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23208564.000000 Penalty: 5999.480957
	Iteration 17Q: 3 clusters Score -2.320856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178088 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23208608.000000 Penalty: 5999.480957
	Iteration 18Q: 3 clusters Score -2.320861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178118 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -23208652.000000 Penalty: 5999.480957
	Iteration 19Q: 3 clusters Score -2.320865e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23208726.000000 Penalty: 5999.480957
	Iteration 20F: 3 clusters Score -2.320873e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -23208752.000000 Penalty: 5999.480957
	Iteration 21Q: 3 clusters Score -2.320875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178203 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23208762.000000 Penalty: 5999.480957
	Iteration 22Q: 3 clusters Score -2.320876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23208766.000000 Penalty: 5999.480957
	Iteration 23Q: 3 clusters Score -2.320877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23208786.000000 Penalty: 5999.480957
	Iteration 24Q: 3 clusters Score -2.320879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -23208774.000000 Penalty: 5999.480957
	Iteration 25Q: 3 clusters Score -2.320877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23208778.000000 Penalty: 5999.480957
	Iteration 26Q: 3 clusters Score -2.320878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178236 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23208776.000000 Penalty: 5999.480957
	Iteration 27Q: 3 clusters Score -2.320878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23208772.000000 Penalty: 5999.480957
	Iteration 28Q: 3 clusters Score -2.320877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23208772.000000 Penalty: 5999.480957
	Iteration 29F: 3 clusters Score -2.320877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Entering Unmasked Estep 
Score: -5895002.500000 Penalty: 2657.285645
	Iteration 0F: 2 clusters Score -5895002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5864410.500000 Penalty: 5314.571289
	Iteration 0F: 3 clusters Score -5864410 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5876155.500000 Penalty: 5314.571289
	Iteration 1F: 3 clusters Score -5876156 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -5876816.500000 Penalty: 5314.571289
	Iteration 2Q: 3 clusters Score -5876816 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -5877594.000000 Penalty: 5314.571289
	Iteration 3Q: 3 clusters Score -5877594 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5878561.000000 Penalty: 5314.571289
	Iteration 4Q: 3 clusters Score -5878561 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5879835.500000 Penalty: 5314.571289
	Iteration 5Q: 3 clusters Score -5879836 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5881396.000000 Penalty: 5314.571289
	Iteration 6F: 3 clusters Score -5881396 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5883127.000000 Penalty: 5314.571289
	Iteration 7F: 3 clusters Score -5883127 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -5884925.500000 Penalty: 5314.571289
	Iteration 8F: 3 clusters Score -5884926 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5886479.000000 Penalty: 5314.571289
	Iteration 9F: 3 clusters Score -5886479 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5887574.500000 Penalty: 5314.571289
	Iteration 10Q: 3 clusters Score -5887574 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5888350.500000 Penalty: 5314.571289
	Iteration 11Q: 3 clusters Score -5888350 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5888757.000000 Penalty: 5314.571289
	Iteration 12Q: 3 clusters Score -5888757 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5889012.000000 Penalty: 5314.571289
	Iteration 13Q: 3 clusters Score -5889012 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -5889159.500000 Penalty: 5314.571289
	Iteration 14Q: 3 clusters Score -5889160 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5889302.000000 Penalty: 5314.571289
	Iteration 15Q: 3 clusters Score -5889302 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -5889434.500000 Penalty: 5314.571289
	Iteration 16Q: 3 clusters Score -5889434 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5889565.000000 Penalty: 5314.571289
	Iteration 17Q: 3 clusters Score -5889565 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5889693.500000 Penalty: 5314.571289
	Iteration 18Q: 3 clusters Score -5889694 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5889824.000000 Penalty: 5314.571289
	Iteration 19Q: 3 clusters Score -5889824 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -5889922.000000 Penalty: 5314.571289
	Iteration 20F: 3 clusters Score -5889922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5890055.500000 Penalty: 5314.571289
	Iteration 21Q: 3 clusters Score -5890056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5890221.500000 Penalty: 5314.571289
	Iteration 22Q: 3 clusters Score -5890222 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5890306.000000 Penalty: 5314.571289
	Iteration 23Q: 3 clusters Score -5890306 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5890430.500000 Penalty: 5314.571289
	Iteration 24Q: 3 clusters Score -5890430 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5890567.000000 Penalty: 5314.571289
	Iteration 25Q: 3 clusters Score -5890567 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5890673.000000 Penalty: 5314.571289
	Iteration 26Q: 3 clusters Score -5890673 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5890809.500000 Penalty: 5314.571289
	Iteration 27Q: 3 clusters Score -5890810 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5890936.500000 Penalty: 5314.571289
	Iteration 28Q: 3 clusters Score -5890936 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5891065.000000 Penalty: 5314.571289
	Iteration 29Q: 3 clusters Score -5891065 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5891156.000000 Penalty: 5314.571289
	Iteration 30Q: 3 clusters Score -5891156 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5891290.500000 Penalty: 5314.571289
	Iteration 31Q: 3 clusters Score -5891290 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5891440.000000 Penalty: 5314.571289
	Iteration 32Q: 3 clusters Score -5891440 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -5891559.000000 Penalty: 5314.571289
	Iteration 33Q: 3 clusters Score -5891559 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5891689.500000 Penalty: 5314.571289
	Iteration 34Q: 3 clusters Score -5891690 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -5891794.500000 Penalty: 5314.571289
	Iteration 35Q: 3 clusters Score -5891794 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5891900.000000 Penalty: 5314.571289
	Iteration 36Q: 3 clusters Score -5891900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5891984.500000 Penalty: 5314.571289
	Iteration 37Q: 3 clusters Score -5891984 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5892055.500000 Penalty: 5314.571289
	Iteration 38Q: 3 clusters Score -5892056 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -5892144.000000 Penalty: 5314.571289
	Iteration 39Q: 3 clusters Score -5892144 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5892221.000000 Penalty: 5314.571289
	Iteration 40F: 3 clusters Score -5892221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5892279.000000 Penalty: 5314.571289
	Iteration 41Q: 3 clusters Score -5892279 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5892337.500000 Penalty: 5314.571289
	Iteration 42Q: 3 clusters Score -5892338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5892403.500000 Penalty: 5314.571289
	Iteration 43Q: 3 clusters Score -5892404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -5892474.500000 Penalty: 5314.571289
	Iteration 44Q: 3 clusters Score -5892474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5892524.000000 Penalty: 5314.571289
	Iteration 45Q: 3 clusters Score -5892524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5892564.500000 Penalty: 5314.571289
	Iteration 46Q: 3 clusters Score -5892564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5892599.500000 Penalty: 5314.571289
	Iteration 47Q: 3 clusters Score -5892600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5892617.500000 Penalty: 5314.571289
	Iteration 48Q: 3 clusters Score -5892618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5892629.000000 Penalty: 5314.571289
	Iteration 49Q: 3 clusters Score -5892629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5892642.000000 Penalty: 5314.571289
	Iteration 50Q: 3 clusters Score -5892642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -5892645.500000 Penalty: 5314.571289
	Iteration 51Q: 3 clusters Score -5892646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5892662.000000 Penalty: 5314.571289
	Iteration 52Q: 3 clusters Score -5892662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5892672.500000 Penalty: 5314.571289
	Iteration 53Q: 3 clusters Score -5892672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5892674.500000 Penalty: 5314.571289
	Iteration 54Q: 3 clusters Score -5892674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5892688.000000 Penalty: 5314.571289
	Iteration 55Q: 3 clusters Score -5892688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -5892685.500000 Penalty: 5314.571289
	Iteration 56Q: 3 clusters Score -5892686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5892711.000000 Penalty: 5314.571289
	Iteration 57Q: 3 clusters Score -5892711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5892717.500000 Penalty: 5314.571289
	Iteration 58Q: 3 clusters Score -5892718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5892732.000000 Penalty: 5314.571289
	Iteration 59Q: 3 clusters Score -5892732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5892740.000000 Penalty: 5314.571289
	Iteration 60F: 3 clusters Score -5892740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5892749.000000 Penalty: 5314.571289
	Iteration 61Q: 3 clusters Score -5892749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5892748.000000 Penalty: 5314.571289
	Iteration 62Q: 3 clusters Score -5892748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5892745.500000 Penalty: 5314.571289
	Iteration 63Q: 3 clusters Score -5892746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5892750.500000 Penalty: 5314.571289
	Iteration 64Q: 3 clusters Score -5892750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -5892763.000000 Penalty: 5314.571289
	Iteration 65Q: 3 clusters Score -5892763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5892771.500000 Penalty: 5314.571289
	Iteration 66Q: 3 clusters Score -5892772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5892776.500000 Penalty: 5314.571289
	Iteration 67Q: 3 clusters Score -5892776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -5892794.500000 Penalty: 5314.571289
	Iteration 68Q: 3 clusters Score -5892794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5892802.000000 Penalty: 5314.571289
	Iteration 69Q: 3 clusters Score -5892802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5892807.000000 Penalty: 5314.571289
	Iteration 70Q: 3 clusters Score -5892807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5892810.500000 Penalty: 5314.571289
	Iteration 71Q: 3 clusters Score -5892810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5892815.500000 Penalty: 5314.571289
	Iteration 72Q: 3 clusters Score -5892816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5892818.000000 Penalty: 5314.571289
	Iteration 73Q: 3 clusters Score -5892818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5892833.000000 Penalty: 5314.571289
	Iteration 74Q: 3 clusters Score -5892833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5892837.000000 Penalty: 5314.571289
	Iteration 75Q: 3 clusters Score -5892837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5892843.000000 Penalty: 5314.571289
	Iteration 76Q: 3 clusters Score -5892843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5892845.500000 Penalty: 5314.571289
	Iteration 77Q: 3 clusters Score -5892846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5892849.500000 Penalty: 5314.571289
	Iteration 78Q: 3 clusters Score -5892850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5892846.000000 Penalty: 5314.571289
	Iteration 79Q: 3 clusters Score -5892846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5892848.500000 Penalty: 5314.571289
	Iteration 80F: 3 clusters Score -5892848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5892852.000000 Penalty: 5314.571289
	Iteration 81Q: 3 clusters Score -5892852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5892848.000000 Penalty: 5314.571289
	Iteration 82Q: 3 clusters Score -5892848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5892856.000000 Penalty: 5314.571289
	Iteration 83Q: 3 clusters Score -5892856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5892856.000000 Penalty: 5314.571289
	Iteration 84F: 3 clusters Score -5892856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44562.222656 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -44562.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44776.421875 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -44776.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44801.925781 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -44801.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44813.699219 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -44813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44824.425781 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -44824.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44830.765625 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -44830.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44834.648438 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -44834.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44837.667969 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -44837.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44840.035156 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -44840.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44842.621094 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -44842.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44842.621094 Penalty: 2990.026123
	Iteration 10F: 3 clusters Score -44842.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -506481.687500 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -506481.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -502577.500000 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -502577.5 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -503366.125000 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -503366.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503517.718750 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -503517.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -503621.125000 Penalty: 4115.581543
	Iteration 3Q: 3 clusters Score -503621.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503713.968750 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -503714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -503770.906250 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -503770.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -503826.531250 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -503826.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -503872.937500 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -503872.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -503926.437500 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -503926.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -503974.156250 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -503974.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -504024.781250 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -504024.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -504068.875000 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -504068.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -504100.437500 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -504100.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -504134.593750 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -504134.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -504163.718750 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -504163.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -504194.687500 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -504194.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -504229.031250 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -504229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504277.312500 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -504277.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -504329.437500 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -504329.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -504373.343750 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -504373.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -504405.500000 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -504405.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -504430.937500 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -504430.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -504454.281250 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -504454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -504480.687500 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -504480.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -504508.875000 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -504508.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -504537.968750 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -504538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -504561.875000 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -504561.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -504580.281250 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -504580.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -504598.406250 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -504598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -504618.281250 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -504618.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -504636.750000 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -504636.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -504660.031250 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -504660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -504684.875000 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -504684.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -504715.062500 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -504715.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -504740.000000 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -504740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -504757.625000 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -504757.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -504770.406250 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -504770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -504780.875000 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -504780.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -504788.906250 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -504788.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -504795.250000 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -504795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -504802.593750 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -504802.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -504809.156250 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -504809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -504812.968750 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -504813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -504815.968750 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -504816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -504818.593750 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -504818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -504820.218750 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -504820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -504822.750000 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -504822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -504824.125000 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -504824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -504826.093750 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -504826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -504827.062500 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -504827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -504827.562500 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -504827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -504827.562500 Penalty: 4115.581543
	Iteration 51F: 3 clusters Score -504827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -639908.500000 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -639908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -635201.625000 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -635201.6 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -636270.062500 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -636270.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -636510.687500 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -636510.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -636689.937500 Penalty: 4244.743652
	Iteration 3F: 3 clusters Score -636689.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -636818.937500 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -636818.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -636923.750000 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -636923.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -637045.250000 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -637045.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -637181.437500 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -637181.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -637362.187500 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -637362.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -637546.875000 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -637546.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -637766.125000 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -637766.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -637998.125000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -637998.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -638197.562500 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -638197.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -638388.937500 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -638388.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -638544.062500 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -638544.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -638651.437500 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -638651.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -638708.187500 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -638708.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -638746.312500 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -638746.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -638756.250000 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -638756.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -638762.250000 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -638762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -638769.750000 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -638769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -638773.625000 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -638773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -638777.437500 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -638777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -638779.812500 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -638779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -638784.187500 Penalty: 4244.743652
	Iteration 24Q: 3 clusters Score -638784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -638785.000000 Penalty: 4244.743652
	Iteration 25Q: 3 clusters Score -638785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -638785.500000 Penalty: 4244.743652
	Iteration 26Q: 3 clusters Score -638785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -638785.500000 Penalty: 4244.743652
	Iteration 27F: 3 clusters Score -638785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -138648.671875 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -138648.7 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 564 members 
Entering Unmasked Estep 
Score: -136611.437500 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -136611.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136939.609375 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -136939.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137051.687500 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -137051.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137099.421875 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -137099.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137127.875000 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -137127.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137151.359375 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -137151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137169.296875 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -137169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137179.328125 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -137179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137184.718750 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -137184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137191.984375 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -137192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137198.015625 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -137198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137199.359375 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -137199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137201.718750 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -137201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137203.937500 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -137203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137207.078125 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -137207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137208.500000 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -137208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137212.843750 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -137212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137216.906250 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -137216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137218.750000 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -137218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137219.406250 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -137219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137219.406250 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -137219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Entering Unmasked Estep 
Score: -6773217.500000 Penalty: 2701.742920
	Iteration 0F: 2 clusters Score -6773218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -6737128.500000 Penalty: 5403.485840
	Iteration 0F: 3 clusters Score -6737128 nChanged 24779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6750767.500000 Penalty: 5403.485840
	Iteration 1F: 3 clusters Score -6750768 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6751261.500000 Penalty: 5403.485840
	Iteration 2Q: 3 clusters Score -6751262 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6751740.000000 Penalty: 5403.485840
	Iteration 3Q: 3 clusters Score -6751740 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6752351.000000 Penalty: 5403.485840
	Iteration 4Q: 3 clusters Score -6752351 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -6753191.000000 Penalty: 5403.485840
	Iteration 5Q: 3 clusters Score -6753191 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -6754426.500000 Penalty: 5403.485840
	Iteration 6Q: 3 clusters Score -6754426 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -6756078.500000 Penalty: 5403.485840
	Iteration 7Q: 3 clusters Score -6756078 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6758375.000000 Penalty: 5403.485840
	Iteration 8Q: 3 clusters Score -6758375 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -6760776.000000 Penalty: 5403.485840
	Iteration 9F: 3 clusters Score -6760776 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -6763099.500000 Penalty: 5403.485840
	Iteration 10F: 3 clusters Score -6763100 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -6764965.000000 Penalty: 5403.485840
	Iteration 11Q: 3 clusters Score -6764965 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -6766505.500000 Penalty: 5403.485840
	Iteration 12Q: 3 clusters Score -6766506 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -6767541.500000 Penalty: 5403.485840
	Iteration 13Q: 3 clusters Score -6767542 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -6768344.000000 Penalty: 5403.485840
	Iteration 14Q: 3 clusters Score -6768344 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -6768865.500000 Penalty: 5403.485840
	Iteration 15Q: 3 clusters Score -6768866 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6769359.000000 Penalty: 5403.485840
	Iteration 16Q: 3 clusters Score -6769359 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6769665.500000 Penalty: 5403.485840
	Iteration 17Q: 3 clusters Score -6769666 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6769868.000000 Penalty: 5403.485840
	Iteration 18Q: 3 clusters Score -6769868 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6770076.500000 Penalty: 5403.485840
	Iteration 19Q: 3 clusters Score -6770076 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6770214.500000 Penalty: 5403.485840
	Iteration 20F: 3 clusters Score -6770214 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6770334.500000 Penalty: 5403.485840
	Iteration 21Q: 3 clusters Score -6770334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6770443.000000 Penalty: 5403.485840
	Iteration 22Q: 3 clusters Score -6770443 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6770519.500000 Penalty: 5403.485840
	Iteration 23Q: 3 clusters Score -6770520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6770566.500000 Penalty: 5403.485840
	Iteration 24Q: 3 clusters Score -6770566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6770631.000000 Penalty: 5403.485840
	Iteration 25Q: 3 clusters Score -6770631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6770668.500000 Penalty: 5403.485840
	Iteration 26Q: 3 clusters Score -6770668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6770712.500000 Penalty: 5403.485840
	Iteration 27Q: 3 clusters Score -6770712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6770748.500000 Penalty: 5403.485840
	Iteration 28Q: 3 clusters Score -6770748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6770769.000000 Penalty: 5403.485840
	Iteration 29Q: 3 clusters Score -6770769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6770792.500000 Penalty: 5403.485840
	Iteration 30Q: 3 clusters Score -6770792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6770828.500000 Penalty: 5403.485840
	Iteration 31Q: 3 clusters Score -6770828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6770854.500000 Penalty: 5403.485840
	Iteration 32Q: 3 clusters Score -6770854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6770876.000000 Penalty: 5403.485840
	Iteration 33Q: 3 clusters Score -6770876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6770882.000000 Penalty: 5403.485840
	Iteration 34Q: 3 clusters Score -6770882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6770889.500000 Penalty: 5403.485840
	Iteration 35Q: 3 clusters Score -6770890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6770897.500000 Penalty: 5403.485840
	Iteration 36Q: 3 clusters Score -6770898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6770899.500000 Penalty: 5403.485840
	Iteration 37Q: 3 clusters Score -6770900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6770911.000000 Penalty: 5403.485840
	Iteration 38Q: 3 clusters Score -6770911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6770915.500000 Penalty: 5403.485840
	Iteration 39Q: 3 clusters Score -6770916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6770921.500000 Penalty: 5403.485840
	Iteration 40F: 3 clusters Score -6770922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6770913.500000 Penalty: 5403.485840
	Iteration 41Q: 3 clusters Score -6770914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6770919.000000 Penalty: 5403.485840
	Iteration 42Q: 3 clusters Score -6770919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6770941.000000 Penalty: 5403.485840
	Iteration 43Q: 3 clusters Score -6770941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6770949.500000 Penalty: 5403.485840
	Iteration 44Q: 3 clusters Score -6770950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6770955.000000 Penalty: 5403.485840
	Iteration 45Q: 3 clusters Score -6770955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6770953.000000 Penalty: 5403.485840
	Iteration 46Q: 3 clusters Score -6770953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6770952.500000 Penalty: 5403.485840
	Iteration 47Q: 3 clusters Score -6770952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6770964.500000 Penalty: 5403.485840
	Iteration 48Q: 3 clusters Score -6770964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6770971.000000 Penalty: 5403.485840
	Iteration 49Q: 3 clusters Score -6770971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6770969.000000 Penalty: 5403.485840
	Iteration 50Q: 3 clusters Score -6770969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6770968.500000 Penalty: 5403.485840
	Iteration 51Q: 3 clusters Score -6770968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6770972.500000 Penalty: 5403.485840
	Iteration 52Q: 3 clusters Score -6770972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6770982.000000 Penalty: 5403.485840
	Iteration 53Q: 3 clusters Score -6770982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6770980.000000 Penalty: 5403.485840
	Iteration 54Q: 3 clusters Score -6770980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6770987.500000 Penalty: 5403.485840
	Iteration 55Q: 3 clusters Score -6770988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6770994.000000 Penalty: 5403.485840
	Iteration 56Q: 3 clusters Score -6770994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6770999.000000 Penalty: 5403.485840
	Iteration 57Q: 3 clusters Score -6770999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6770993.000000 Penalty: 5403.485840
	Iteration 58Q: 3 clusters Score -6770993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6771000.000000 Penalty: 5403.485840
	Iteration 59Q: 3 clusters Score -6771000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6770997.000000 Penalty: 5403.485840
	Iteration 60F: 3 clusters Score -6770997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6770999.000000 Penalty: 5403.485840
	Iteration 61Q: 3 clusters Score -6770999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6770998.500000 Penalty: 5403.485840
	Iteration 62Q: 3 clusters Score -6770998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6770994.000000 Penalty: 5403.485840
	Iteration 63Q: 3 clusters Score -6770994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6770996.000000 Penalty: 5403.485840
	Iteration 64Q: 3 clusters Score -6770996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6770997.500000 Penalty: 5403.485840
	Iteration 65Q: 3 clusters Score -6770998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6771001.000000 Penalty: 5403.485840
	Iteration 66Q: 3 clusters Score -6771001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6771009.500000 Penalty: 5403.485840
	Iteration 67Q: 3 clusters Score -6771010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6771009.000000 Penalty: 5403.485840
	Iteration 68Q: 3 clusters Score -6771009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6771015.500000 Penalty: 5403.485840
	Iteration 69Q: 3 clusters Score -6771016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6771016.000000 Penalty: 5403.485840
	Iteration 70Q: 3 clusters Score -6771016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6771020.500000 Penalty: 5403.485840
	Iteration 71Q: 3 clusters Score -6771020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6771023.000000 Penalty: 5403.485840
	Iteration 72Q: 3 clusters Score -6771023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6771024.500000 Penalty: 5403.485840
	Iteration 73Q: 3 clusters Score -6771024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6771033.500000 Penalty: 5403.485840
	Iteration 74Q: 3 clusters Score -6771034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6771031.500000 Penalty: 5403.485840
	Iteration 75Q: 3 clusters Score -6771032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6771029.000000 Penalty: 5403.485840
	Iteration 76Q: 3 clusters Score -6771029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6771032.000000 Penalty: 5403.485840
	Iteration 77Q: 3 clusters Score -6771032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6771034.500000 Penalty: 5403.485840
	Iteration 78Q: 3 clusters Score -6771034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6771037.000000 Penalty: 5403.485840
	Iteration 79Q: 3 clusters Score -6771037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6771033.500000 Penalty: 5403.485840
	Iteration 80F: 3 clusters Score -6771034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20187.308594 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -20187.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19124.816406 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -19124.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19186.927734 Penalty: 2605.127686
	Iteration 1Q: 3 clusters Score -19186.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19216.722656 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -19216.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19222.853516 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -19222.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19222.853516 Penalty: 2605.127686
	Iteration 4F: 3 clusters Score -19222.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Entering Unmasked Estep 
Score: -2609731.500000 Penalty: 2454.572510
	Iteration 0F: 2 clusters Score -2609732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2595781.250000 Penalty: 4909.145020
	Iteration 0F: 3 clusters Score -2595781 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2600318.250000 Penalty: 4909.145020
	Iteration 1F: 3 clusters Score -2600318 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2600821.500000 Penalty: 4909.145020
	Iteration 2F: 3 clusters Score -2600822 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2601386.250000 Penalty: 4909.145020
	Iteration 3F: 3 clusters Score -2601386 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2602074.750000 Penalty: 4909.145020
	Iteration 4F: 3 clusters Score -2602075 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2602964.500000 Penalty: 4909.145020
	Iteration 5F: 3 clusters Score -2602964 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2604095.000000 Penalty: 4909.145020
	Iteration 6F: 3 clusters Score -2604095 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2605278.000000 Penalty: 4909.145020
	Iteration 7F: 3 clusters Score -2605278 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2606244.500000 Penalty: 4909.145020
	Iteration 8F: 3 clusters Score -2606244 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2606777.750000 Penalty: 4909.145020
	Iteration 9Q: 3 clusters Score -2606778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2607015.250000 Penalty: 4909.145020
	Iteration 10Q: 3 clusters Score -2607015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2607132.250000 Penalty: 4909.145020
	Iteration 11Q: 3 clusters Score -2607132 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2607200.750000 Penalty: 4909.145020
	Iteration 12Q: 3 clusters Score -2607201 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2607251.250000 Penalty: 4909.145020
	Iteration 13Q: 3 clusters Score -2607251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2607289.750000 Penalty: 4909.145020
	Iteration 14Q: 3 clusters Score -2607290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2607322.500000 Penalty: 4909.145020
	Iteration 15Q: 3 clusters Score -2607322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2607359.750000 Penalty: 4909.145020
	Iteration 16Q: 3 clusters Score -2607360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2607388.500000 Penalty: 4909.145020
	Iteration 17Q: 3 clusters Score -2607388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2607416.500000 Penalty: 4909.145020
	Iteration 18Q: 3 clusters Score -2607416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2607444.500000 Penalty: 4909.145020
	Iteration 19Q: 3 clusters Score -2607444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2607463.250000 Penalty: 4909.145020
	Iteration 20F: 3 clusters Score -2607463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2607501.000000 Penalty: 4909.145020
	Iteration 21Q: 3 clusters Score -2607501 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2607518.000000 Penalty: 4909.145020
	Iteration 22Q: 3 clusters Score -2607518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2607538.250000 Penalty: 4909.145020
	Iteration 23Q: 3 clusters Score -2607538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2607559.000000 Penalty: 4909.145020
	Iteration 24Q: 3 clusters Score -2607559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2607581.000000 Penalty: 4909.145020
	Iteration 25Q: 3 clusters Score -2607581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2607601.250000 Penalty: 4909.145020
	Iteration 26Q: 3 clusters Score -2607601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2607628.750000 Penalty: 4909.145020
	Iteration 27Q: 3 clusters Score -2607629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2607644.500000 Penalty: 4909.145020
	Iteration 28Q: 3 clusters Score -2607644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2607666.250000 Penalty: 4909.145020
	Iteration 29Q: 3 clusters Score -2607666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2607684.500000 Penalty: 4909.145020
	Iteration 30Q: 3 clusters Score -2607684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2607688.000000 Penalty: 4909.145020
	Iteration 31Q: 3 clusters Score -2607688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2607701.500000 Penalty: 4909.145020
	Iteration 32Q: 3 clusters Score -2607702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2607713.000000 Penalty: 4909.145020
	Iteration 33Q: 3 clusters Score -2607713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2607723.000000 Penalty: 4909.145020
	Iteration 34Q: 3 clusters Score -2607723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2607729.500000 Penalty: 4909.145020
	Iteration 35Q: 3 clusters Score -2607730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2607736.500000 Penalty: 4909.145020
	Iteration 36Q: 3 clusters Score -2607736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2607740.750000 Penalty: 4909.145020
	Iteration 37Q: 3 clusters Score -2607741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2607746.250000 Penalty: 4909.145020
	Iteration 38Q: 3 clusters Score -2607746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2607748.500000 Penalty: 4909.145020
	Iteration 39Q: 3 clusters Score -2607748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2607751.750000 Penalty: 4909.145020
	Iteration 40F: 3 clusters Score -2607752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2607759.000000 Penalty: 4909.145020
	Iteration 41Q: 3 clusters Score -2607759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2607768.250000 Penalty: 4909.145020
	Iteration 42Q: 3 clusters Score -2607768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2607769.500000 Penalty: 4909.145020
	Iteration 43Q: 3 clusters Score -2607770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2607770.000000 Penalty: 4909.145020
	Iteration 44Q: 3 clusters Score -2607770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2607780.500000 Penalty: 4909.145020
	Iteration 45Q: 3 clusters Score -2607780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2607779.000000 Penalty: 4909.145020
	Iteration 46Q: 3 clusters Score -2607779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2607785.750000 Penalty: 4909.145020
	Iteration 47Q: 3 clusters Score -2607786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2607783.750000 Penalty: 4909.145020
	Iteration 48Q: 3 clusters Score -2607784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2607785.750000 Penalty: 4909.145020
	Iteration 49Q: 3 clusters Score -2607786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2607783.750000 Penalty: 4909.145020
	Iteration 50Q: 3 clusters Score -2607784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2607787.500000 Penalty: 4909.145020
	Iteration 51Q: 3 clusters Score -2607788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2607789.500000 Penalty: 4909.145020
	Iteration 52Q: 3 clusters Score -2607790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2607789.000000 Penalty: 4909.145020
	Iteration 53Q: 3 clusters Score -2607789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2607787.250000 Penalty: 4909.145020
	Iteration 54Q: 3 clusters Score -2607787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2607790.000000 Penalty: 4909.145020
	Iteration 55Q: 3 clusters Score -2607790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2607789.250000 Penalty: 4909.145020
	Iteration 56Q: 3 clusters Score -2607789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2607788.500000 Penalty: 4909.145020
	Iteration 57Q: 3 clusters Score -2607788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2607787.750000 Penalty: 4909.145020
	Iteration 58Q: 3 clusters Score -2607788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2607789.500000 Penalty: 4909.145020
	Iteration 59Q: 3 clusters Score -2607790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2607789.000000 Penalty: 4909.145020
	Iteration 60F: 3 clusters Score -2607789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2607786.000000 Penalty: 4909.145020
	Iteration 61Q: 3 clusters Score -2607786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2607788.750000 Penalty: 4909.145020
	Iteration 62Q: 3 clusters Score -2607789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2607786.500000 Penalty: 4909.145020
	Iteration 63Q: 3 clusters Score -2607786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2607789.500000 Penalty: 4909.145020
	Iteration 64Q: 3 clusters Score -2607790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2607789.750000 Penalty: 4909.145020
	Iteration 65Q: 3 clusters Score -2607790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2607797.750000 Penalty: 4909.145020
	Iteration 66Q: 3 clusters Score -2607798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2607804.250000 Penalty: 4909.145020
	Iteration 67Q: 3 clusters Score -2607804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2607805.500000 Penalty: 4909.145020
	Iteration 68Q: 3 clusters Score -2607806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2607805.250000 Penalty: 4909.145020
	Iteration 69Q: 3 clusters Score -2607805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2607805.250000 Penalty: 4909.145020
	Iteration 70F: 3 clusters Score -2607805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -1024228.437500 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -1024228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1017748.562500 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -1017749 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1019549.625000 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -1019550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1019799.312500 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -1019799 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1019973.437500 Penalty: 4460.061523
	Iteration 3Q: 3 clusters Score -1019973 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1020098.625000 Penalty: 4460.061523
	Iteration 4Q: 3 clusters Score -1020099 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1020203.750000 Penalty: 4460.061523
	Iteration 5Q: 3 clusters Score -1020204 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1020310.625000 Penalty: 4460.061523
	Iteration 6Q: 3 clusters Score -1020311 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1020421.875000 Penalty: 4460.061523
	Iteration 7Q: 3 clusters Score -1020422 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1020517.375000 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -1020517 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1020618.312500 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -1020618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1020742.062500 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -1020742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1020884.625000 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -1020885 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1021040.750000 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -1021041 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1021251.500000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -1021252 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1021463.312500 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -1021463 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1021662.312500 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -1021662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1021825.625000 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -1021826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1021954.250000 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -1021954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1022067.875000 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -1022068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1022172.312500 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -1022172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1022258.062500 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -1022258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1022323.187500 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -1022323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1022375.125000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -1022375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1022416.000000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -1022416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1022446.500000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -1022446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1022463.875000 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -1022464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1022475.750000 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -1022476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1022487.187500 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -1022487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1022503.625000 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -1022504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1022508.937500 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -1022509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1022511.250000 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -1022511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1022512.312500 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -1022512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1022513.062500 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -1022513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1022512.875000 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -1022513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1022512.875000 Penalty: 4460.061523
	Iteration 34F: 3 clusters Score -1022513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -440541.062500 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -440541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -436924.968750 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -436925 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -437706.156250 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -437706.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -437893.218750 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -437893.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -437994.875000 Penalty: 4056.744141
	Iteration 3Q: 3 clusters Score -437994.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -438078.468750 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -438078.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -438140.875000 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -438140.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -438186.656250 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -438186.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -438239.093750 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -438239.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -438281.375000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -438281.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -438314.125000 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -438314.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -438345.843750 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -438345.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -438374.718750 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -438374.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -438408.781250 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -438408.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -438447.937500 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -438447.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -438484.187500 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -438484.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -438519.250000 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -438519.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -438545.187500 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -438545.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -438565.625000 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -438565.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -438593.406250 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -438593.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -438616.781250 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -438616.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -438634.937500 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -438634.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -438650.343750 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -438650.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -438668.156250 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -438668.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -438682.968750 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -438683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -438695.156250 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -438695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -438706.343750 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -438706.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -438713.187500 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -438713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -438723.500000 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -438723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -438729.031250 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -438729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -438731.875000 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -438731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -438734.906250 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -438734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -438738.468750 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -438738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -438745.093750 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -438745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -438748.531250 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -438748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -438754.343750 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -438754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -438759.968750 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -438760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -438765.125000 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -438765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -438771.062500 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -438771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -438777.343750 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -438777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -438785.031250 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -438785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -438792.437500 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -438792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -438802.812500 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -438802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -438808.781250 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -438808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -438815.812500 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -438815.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -438819.625000 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -438819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -438821.843750 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -438821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -438822.968750 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -438823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -438826.125000 Penalty: 4056.744141
	Iteration 47Q: 3 clusters Score -438826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -438825.718750 Penalty: 4056.744141
	Iteration 48Q: 3 clusters Score -438825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -438826.750000 Penalty: 4056.744141
	Iteration 49Q: 3 clusters Score -438826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -438826.750000 Penalty: 4056.744141
	Iteration 50F: 3 clusters Score -438826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Entering Unmasked Estep 
Score: -11277187.000000 Penalty: 2821.047363
	Iteration 0F: 2 clusters Score -1.127719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -11218944.000000 Penalty: 5642.094727
	Iteration 0F: 3 clusters Score -1.121894e+07 nChanged 40862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11241729.000000 Penalty: 5642.094727
	Iteration 1F: 3 clusters Score -1.124173e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -11242283.000000 Penalty: 5642.094727
	Iteration 2Q: 3 clusters Score -1.124228e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -11242826.000000 Penalty: 5642.094727
	Iteration 3Q: 3 clusters Score -1.124283e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -11243441.000000 Penalty: 5642.094727
	Iteration 4Q: 3 clusters Score -1.124344e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -11244069.000000 Penalty: 5642.094727
	Iteration 5Q: 3 clusters Score -1.124407e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -11244900.000000 Penalty: 5642.094727
	Iteration 6Q: 3 clusters Score -1.12449e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -11245899.000000 Penalty: 5642.094727
	Iteration 7Q: 3 clusters Score -1.12459e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -11247426.000000 Penalty: 5642.094727
	Iteration 8Q: 3 clusters Score -1.124743e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -11249862.000000 Penalty: 5642.094727
	Iteration 9F: 3 clusters Score -1.124986e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -11253743.000000 Penalty: 5642.094727
	Iteration 10F: 3 clusters Score -1.125374e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -11258787.000000 Penalty: 5642.094727
	Iteration 11F: 3 clusters Score -1.125879e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -11264354.000000 Penalty: 5642.094727
	Iteration 12F: 3 clusters Score -1.126435e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -11268725.000000 Penalty: 5642.094727
	Iteration 13F: 3 clusters Score -1.126872e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -11271307.000000 Penalty: 5642.094727
	Iteration 14Q: 3 clusters Score -1.127131e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -11272761.000000 Penalty: 5642.094727
	Iteration 15Q: 3 clusters Score -1.127276e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -11273526.000000 Penalty: 5642.094727
	Iteration 16Q: 3 clusters Score -1.127353e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -11273889.000000 Penalty: 5642.094727
	Iteration 17Q: 3 clusters Score -1.127389e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -11274169.000000 Penalty: 5642.094727
	Iteration 18Q: 3 clusters Score -1.127417e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -11274364.000000 Penalty: 5642.094727
	Iteration 19Q: 3 clusters Score -1.127436e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -11274495.000000 Penalty: 5642.094727
	Iteration 20F: 3 clusters Score -1.12745e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -11274582.000000 Penalty: 5642.094727
	Iteration 21Q: 3 clusters Score -1.127458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -11274624.000000 Penalty: 5642.094727
	Iteration 22Q: 3 clusters Score -1.127462e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -11274687.000000 Penalty: 5642.094727
	Iteration 23Q: 3 clusters Score -1.127469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -11274734.000000 Penalty: 5642.094727
	Iteration 24Q: 3 clusters Score -1.127473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -11274762.000000 Penalty: 5642.094727
	Iteration 25Q: 3 clusters Score -1.127476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11274775.000000 Penalty: 5642.094727
	Iteration 26Q: 3 clusters Score -1.127478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -11274784.000000 Penalty: 5642.094727
	Iteration 27Q: 3 clusters Score -1.127478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -11274782.000000 Penalty: 5642.094727
	Iteration 28Q: 3 clusters Score -1.127478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -11274812.000000 Penalty: 5642.094727
	Iteration 29Q: 3 clusters Score -1.127481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -11274817.000000 Penalty: 5642.094727
	Iteration 30Q: 3 clusters Score -1.127482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -11274833.000000 Penalty: 5642.094727
	Iteration 31Q: 3 clusters Score -1.127483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -11274843.000000 Penalty: 5642.094727
	Iteration 32Q: 3 clusters Score -1.127484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -11274850.000000 Penalty: 5642.094727
	Iteration 33Q: 3 clusters Score -1.127485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -11274862.000000 Penalty: 5642.094727
	Iteration 34Q: 3 clusters Score -1.127486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -11274863.000000 Penalty: 5642.094727
	Iteration 35Q: 3 clusters Score -1.127486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -11274858.000000 Penalty: 5642.094727
	Iteration 36Q: 3 clusters Score -1.127486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -11274863.000000 Penalty: 5642.094727
	Iteration 37Q: 3 clusters Score -1.127486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -11274862.000000 Penalty: 5642.094727
	Iteration 38Q: 3 clusters Score -1.127486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -11274858.000000 Penalty: 5642.094727
	Iteration 39Q: 3 clusters Score -1.127486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -11274868.000000 Penalty: 5642.094727
	Iteration 40F: 3 clusters Score -1.127487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -11274866.000000 Penalty: 5642.094727
	Iteration 41Q: 3 clusters Score -1.127487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -11274870.000000 Penalty: 5642.094727
	Iteration 42Q: 3 clusters Score -1.127487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -11274861.000000 Penalty: 5642.094727
	Iteration 43Q: 3 clusters Score -1.127486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -11274862.000000 Penalty: 5642.094727
	Iteration 44Q: 3 clusters Score -1.127486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -11274862.000000 Penalty: 5642.094727
	Iteration 45F: 3 clusters Score -1.127486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -196058.640625 Penalty: 1831.537354
	Iteration 0F: 2 clusters Score -196058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193698.406250 Penalty: 3663.074707
	Iteration 0F: 3 clusters Score -193698.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194159.156250 Penalty: 3663.074707
	Iteration 1F: 3 clusters Score -194159.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -194313.265625 Penalty: 3663.074707
	Iteration 2F: 3 clusters Score -194313.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194426.718750 Penalty: 3663.074707
	Iteration 3F: 3 clusters Score -194426.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -194484.484375 Penalty: 3663.074707
	Iteration 4Q: 3 clusters Score -194484.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194528.671875 Penalty: 3663.074707
	Iteration 5Q: 3 clusters Score -194528.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194554.500000 Penalty: 3663.074707
	Iteration 6Q: 3 clusters Score -194554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194581.546875 Penalty: 3663.074707
	Iteration 7Q: 3 clusters Score -194581.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194609.437500 Penalty: 3663.074707
	Iteration 8Q: 3 clusters Score -194609.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194633.406250 Penalty: 3663.074707
	Iteration 9Q: 3 clusters Score -194633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194654.187500 Penalty: 3663.074707
	Iteration 10Q: 3 clusters Score -194654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -194672.062500 Penalty: 3663.074707
	Iteration 11Q: 3 clusters Score -194672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -194688.328125 Penalty: 3663.074707
	Iteration 12Q: 3 clusters Score -194688.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -194700.890625 Penalty: 3663.074707
	Iteration 13Q: 3 clusters Score -194700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194707.921875 Penalty: 3663.074707
	Iteration 14Q: 3 clusters Score -194707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194717.531250 Penalty: 3663.074707
	Iteration 15Q: 3 clusters Score -194717.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -194724.093750 Penalty: 3663.074707
	Iteration 16Q: 3 clusters Score -194724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -194731.343750 Penalty: 3663.074707
	Iteration 17Q: 3 clusters Score -194731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -194739.468750 Penalty: 3663.074707
	Iteration 18Q: 3 clusters Score -194739.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194749.000000 Penalty: 3663.074707
	Iteration 19Q: 3 clusters Score -194749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194752.859375 Penalty: 3663.074707
	Iteration 20F: 3 clusters Score -194752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194758.328125 Penalty: 3663.074707
	Iteration 21Q: 3 clusters Score -194758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194768.562500 Penalty: 3663.074707
	Iteration 22Q: 3 clusters Score -194768.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -194784.375000 Penalty: 3663.074707
	Iteration 23Q: 3 clusters Score -194784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194794.312500 Penalty: 3663.074707
	Iteration 24Q: 3 clusters Score -194794.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -194809.953125 Penalty: 3663.074707
	Iteration 25Q: 3 clusters Score -194810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -194849.187500 Penalty: 3663.074707
	Iteration 26Q: 3 clusters Score -194849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194888.015625 Penalty: 3663.074707
	Iteration 27Q: 3 clusters Score -194888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194928.828125 Penalty: 3663.074707
	Iteration 28Q: 3 clusters Score -194928.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -194987.140625 Penalty: 3663.074707
	Iteration 29Q: 3 clusters Score -194987.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -195071.031250 Penalty: 3663.074707
	Iteration 30Q: 3 clusters Score -195071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195170.093750 Penalty: 3663.074707
	Iteration 31Q: 3 clusters Score -195170.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -195317.000000 Penalty: 3663.074707
	Iteration 32Q: 3 clusters Score -195317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -195493.859375 Penalty: 3663.074707
	Iteration 33Q: 3 clusters Score -195493.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -195716.734375 Penalty: 3663.074707
	Iteration 34Q: 3 clusters Score -195716.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -195816.546875 Penalty: 3663.074707
	Iteration 35Q: 3 clusters Score -195816.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -195893.703125 Penalty: 3663.074707
	Iteration 36Q: 3 clusters Score -195893.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -195943.062500 Penalty: 3663.074707
	Iteration 37Q: 3 clusters Score -195943.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195976.062500 Penalty: 3663.074707
	Iteration 38Q: 3 clusters Score -195976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -195990.281250 Penalty: 3663.074707
	Iteration 39Q: 3 clusters Score -195990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196002.031250 Penalty: 3663.074707
	Iteration 40F: 3 clusters Score -196002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196009.484375 Penalty: 3663.074707
	Iteration 41Q: 3 clusters Score -196009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196013.421875 Penalty: 3663.074707
	Iteration 42Q: 3 clusters Score -196013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196014.031250 Penalty: 3663.074707
	Iteration 43Q: 3 clusters Score -196014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196014.031250 Penalty: 3663.074707
	Iteration 44F: 3 clusters Score -196014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159734 members 
Entering Unmasked Estep 
Score: -20719878.000000 Penalty: 2971.353760
	Iteration 0F: 2 clusters Score -2.071988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -20613912.000000 Penalty: 5942.707520
	Iteration 0F: 3 clusters Score -2.061391e+07 nChanged 76526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -20659198.000000 Penalty: 5942.707520
	Iteration 1F: 3 clusters Score -2.06592e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -20660420.000000 Penalty: 5942.707520
	Iteration 2Q: 3 clusters Score -2.066042e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -20661712.000000 Penalty: 5942.707520
	Iteration 3Q: 3 clusters Score -2.066171e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -20663818.000000 Penalty: 5942.707520
	Iteration 4Q: 3 clusters Score -2.066382e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -20667148.000000 Penalty: 5942.707520
	Iteration 5Q: 3 clusters Score -2.066715e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -20672098.000000 Penalty: 5942.707520
	Iteration 6Q: 3 clusters Score -2.06721e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -20678804.000000 Penalty: 5942.707520
	Iteration 7F: 3 clusters Score -2.06788e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -20686362.000000 Penalty: 5942.707520
	Iteration 8F: 3 clusters Score -2.068636e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -20692972.000000 Penalty: 5942.707520
	Iteration 9F: 3 clusters Score -2.069297e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112715 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -20697054.000000 Penalty: 5942.707520
	Iteration 10Q: 3 clusters Score -2.069705e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -20698986.000000 Penalty: 5942.707520
	Iteration 11Q: 3 clusters Score -2.069899e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -20700138.000000 Penalty: 5942.707520
	Iteration 12Q: 3 clusters Score -2.070014e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -20700936.000000 Penalty: 5942.707520
	Iteration 13Q: 3 clusters Score -2.070094e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -20701590.000000 Penalty: 5942.707520
	Iteration 14Q: 3 clusters Score -2.070159e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -20702456.000000 Penalty: 5942.707520
	Iteration 15Q: 3 clusters Score -2.070246e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -20703106.000000 Penalty: 5942.707520
	Iteration 16Q: 3 clusters Score -2.070311e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -20703872.000000 Penalty: 5942.707520
	Iteration 17Q: 3 clusters Score -2.070387e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -20704746.000000 Penalty: 5942.707520
	Iteration 18Q: 3 clusters Score -2.070475e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -20705716.000000 Penalty: 5942.707520
	Iteration 19Q: 3 clusters Score -2.070572e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135364 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -20706770.000000 Penalty: 5942.707520
	Iteration 20F: 3 clusters Score -2.070677e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -20707802.000000 Penalty: 5942.707520
	Iteration 21Q: 3 clusters Score -2.07078e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -20709010.000000 Penalty: 5942.707520
	Iteration 22Q: 3 clusters Score -2.070901e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143299 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -20710194.000000 Penalty: 5942.707520
	Iteration 23Q: 3 clusters Score -2.071019e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -20711404.000000 Penalty: 5942.707520
	Iteration 24Q: 3 clusters Score -2.07114e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -20712476.000000 Penalty: 5942.707520
	Iteration 25Q: 3 clusters Score -2.071248e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -20713414.000000 Penalty: 5942.707520
	Iteration 26Q: 3 clusters Score -2.071341e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -20714200.000000 Penalty: 5942.707520
	Iteration 27Q: 3 clusters Score -2.07142e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -20714962.000000 Penalty: 5942.707520
	Iteration 28Q: 3 clusters Score -2.071496e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -20715426.000000 Penalty: 5942.707520
	Iteration 29Q: 3 clusters Score -2.071543e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -20715842.000000 Penalty: 5942.707520
	Iteration 30Q: 3 clusters Score -2.071584e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20716138.000000 Penalty: 5942.707520
	Iteration 31Q: 3 clusters Score -2.071614e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20716336.000000 Penalty: 5942.707520
	Iteration 32Q: 3 clusters Score -2.071634e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156926 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20716514.000000 Penalty: 5942.707520
	Iteration 33Q: 3 clusters Score -2.071651e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20716696.000000 Penalty: 5942.707520
	Iteration 34Q: 3 clusters Score -2.07167e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -20716818.000000 Penalty: 5942.707520
	Iteration 35Q: 3 clusters Score -2.071682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20716894.000000 Penalty: 5942.707520
	Iteration 36Q: 3 clusters Score -2.071689e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20716966.000000 Penalty: 5942.707520
	Iteration 37Q: 3 clusters Score -2.071697e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -20717088.000000 Penalty: 5942.707520
	Iteration 38Q: 3 clusters Score -2.071709e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158153 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -20717156.000000 Penalty: 5942.707520
	Iteration 39Q: 3 clusters Score -2.071716e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20717148.000000 Penalty: 5942.707520
	Iteration 40F: 3 clusters Score -2.071715e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20717206.000000 Penalty: 5942.707520
	Iteration 41Q: 3 clusters Score -2.071721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20717224.000000 Penalty: 5942.707520
	Iteration 42Q: 3 clusters Score -2.071722e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20717258.000000 Penalty: 5942.707520
	Iteration 43Q: 3 clusters Score -2.071726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20717290.000000 Penalty: 5942.707520
	Iteration 44Q: 3 clusters Score -2.071729e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20717332.000000 Penalty: 5942.707520
	Iteration 45Q: 3 clusters Score -2.071733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158576 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20717356.000000 Penalty: 5942.707520
	Iteration 46Q: 3 clusters Score -2.071736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20717392.000000 Penalty: 5942.707520
	Iteration 47Q: 3 clusters Score -2.071739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158638 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20717428.000000 Penalty: 5942.707520
	Iteration 48Q: 3 clusters Score -2.071743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158664 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20717418.000000 Penalty: 5942.707520
	Iteration 49Q: 3 clusters Score -2.071742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20717424.000000 Penalty: 5942.707520
	Iteration 50Q: 3 clusters Score -2.071742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20717410.000000 Penalty: 5942.707520
	Iteration 51Q: 3 clusters Score -2.071741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20717406.000000 Penalty: 5942.707520
	Iteration 52Q: 3 clusters Score -2.071741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20717424.000000 Penalty: 5942.707520
	Iteration 53Q: 3 clusters Score -2.071742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20717434.000000 Penalty: 5942.707520
	Iteration 54Q: 3 clusters Score -2.071743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20717426.000000 Penalty: 5942.707520
	Iteration 55Q: 3 clusters Score -2.071743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20717432.000000 Penalty: 5942.707520
	Iteration 56Q: 3 clusters Score -2.071743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20717432.000000 Penalty: 5942.707520
	Iteration 57Q: 3 clusters Score -2.071743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20717432.000000 Penalty: 5942.707520
	Iteration 58F: 3 clusters Score -2.071743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (224004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224004 members 
Entering Unmasked Estep 
Score: -28878776.000000 Penalty: 3055.215820
	Iteration 0F: 2 clusters Score -2.887878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -28737308.000000 Penalty: 6110.431641
	Iteration 0F: 3 clusters Score -2.873731e+07 nChanged 107520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 114977 members 
Entering Unmasked Estep 
Score: -28800498.000000 Penalty: 6110.431641
	Iteration 1F: 3 clusters Score -2.88005e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -28801402.000000 Penalty: 6110.431641
	Iteration 2Q: 3 clusters Score -2.88014e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -28802270.000000 Penalty: 6110.431641
	Iteration 3Q: 3 clusters Score -2.880227e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -28803898.000000 Penalty: 6110.431641
	Iteration 4Q: 3 clusters Score -2.88039e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -28806736.000000 Penalty: 6110.431641
	Iteration 5Q: 3 clusters Score -2.880674e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -28811622.000000 Penalty: 6110.431641
	Iteration 6Q: 3 clusters Score -2.881162e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -28821560.000000 Penalty: 6110.431641
	Iteration 7F: 3 clusters Score -2.882156e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 172527 members 
Entering Unmasked Estep 
Score: -28836468.000000 Penalty: 6110.431641
	Iteration 8F: 3 clusters Score -2.883647e+07 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 191534 members 
Entering Unmasked Estep 
Score: -28853010.000000 Penalty: 6110.431641
	Iteration 9F: 3 clusters Score -2.885301e+07 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 206446 members 
Entering Unmasked Estep 
Score: -28865448.000000 Penalty: 6110.431641
	Iteration 10F: 3 clusters Score -2.886545e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 215943 members 
Entering Unmasked Estep 
Score: -28871518.000000 Penalty: 6110.431641
	Iteration 11Q: 3 clusters Score -2.887152e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -28874624.000000 Penalty: 6110.431641
	Iteration 12Q: 3 clusters Score -2.887462e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 222946 members 
Entering Unmasked Estep 
Score: -28875552.000000 Penalty: 6110.431641
	Iteration 13Q: 3 clusters Score -2.887555e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 223525 members 
Entering Unmasked Estep 
Score: -28875734.000000 Penalty: 6110.431641
	Iteration 14Q: 3 clusters Score -2.887573e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 223703 members 
Entering Unmasked Estep 
Score: -28875916.000000 Penalty: 6110.431641
	Iteration 15Q: 3 clusters Score -2.887592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223756 members 
Entering Unmasked Estep 
Score: -28875948.000000 Penalty: 6110.431641
	Iteration 16Q: 3 clusters Score -2.887595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -28875998.000000 Penalty: 6110.431641
	Iteration 17Q: 3 clusters Score -2.8876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223790 members 
Entering Unmasked Estep 
Score: -28876016.000000 Penalty: 6110.431641
	Iteration 18Q: 3 clusters Score -2.887602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 223800 members 
Entering Unmasked Estep 
Score: -28876038.000000 Penalty: 6110.431641
	Iteration 19Q: 3 clusters Score -2.887604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -28876076.000000 Penalty: 6110.431641
	Iteration 20F: 3 clusters Score -2.887608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223812 members 
Entering Unmasked Estep 
Score: -28876094.000000 Penalty: 6110.431641
	Iteration 21Q: 3 clusters Score -2.887609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223814 members 
Entering Unmasked Estep 
Score: -28876108.000000 Penalty: 6110.431641
	Iteration 22Q: 3 clusters Score -2.887611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223817 members 
Entering Unmasked Estep 
Score: -28876114.000000 Penalty: 6110.431641
	Iteration 23Q: 3 clusters Score -2.887611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223817 members 
Entering Unmasked Estep 
Score: -28876114.000000 Penalty: 6110.431641
	Iteration 24F: 3 clusters Score -2.887611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Entering Unmasked Estep 
Score: -2961458.000000 Penalty: 2486.692871
	Iteration 0F: 2 clusters Score -2961458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2945725.750000 Penalty: 4973.385742
	Iteration 0F: 3 clusters Score -2945726 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2951151.250000 Penalty: 4973.385742
	Iteration 1F: 3 clusters Score -2951151 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2951553.250000 Penalty: 4973.385742
	Iteration 2Q: 3 clusters Score -2951553 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2951892.000000 Penalty: 4973.385742
	Iteration 3Q: 3 clusters Score -2951892 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2952256.000000 Penalty: 4973.385742
	Iteration 4Q: 3 clusters Score -2952256 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2952684.750000 Penalty: 4973.385742
	Iteration 5Q: 3 clusters Score -2952685 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2953165.250000 Penalty: 4973.385742
	Iteration 6Q: 3 clusters Score -2953165 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2953606.000000 Penalty: 4973.385742
	Iteration 7Q: 3 clusters Score -2953606 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2954131.500000 Penalty: 4973.385742
	Iteration 8Q: 3 clusters Score -2954132 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2954647.750000 Penalty: 4973.385742
	Iteration 9Q: 3 clusters Score -2954648 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2955153.250000 Penalty: 4973.385742
	Iteration 10Q: 3 clusters Score -2955153 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2955588.000000 Penalty: 4973.385742
	Iteration 11Q: 3 clusters Score -2955588 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2955956.500000 Penalty: 4973.385742
	Iteration 12Q: 3 clusters Score -2955956 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2956295.750000 Penalty: 4973.385742
	Iteration 13Q: 3 clusters Score -2956296 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2956636.500000 Penalty: 4973.385742
	Iteration 14Q: 3 clusters Score -2956636 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2956926.500000 Penalty: 4973.385742
	Iteration 15Q: 3 clusters Score -2956926 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2957177.750000 Penalty: 4973.385742
	Iteration 16Q: 3 clusters Score -2957178 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2957407.500000 Penalty: 4973.385742
	Iteration 17Q: 3 clusters Score -2957408 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2957608.750000 Penalty: 4973.385742
	Iteration 18Q: 3 clusters Score -2957609 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2957764.250000 Penalty: 4973.385742
	Iteration 19Q: 3 clusters Score -2957764 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2957901.500000 Penalty: 4973.385742
	Iteration 20F: 3 clusters Score -2957902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2958011.250000 Penalty: 4973.385742
	Iteration 21Q: 3 clusters Score -2958011 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2958098.500000 Penalty: 4973.385742
	Iteration 22Q: 3 clusters Score -2958098 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2958211.250000 Penalty: 4973.385742
	Iteration 23Q: 3 clusters Score -2958211 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2958290.500000 Penalty: 4973.385742
	Iteration 24Q: 3 clusters Score -2958290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2958368.750000 Penalty: 4973.385742
	Iteration 25Q: 3 clusters Score -2958369 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2958458.250000 Penalty: 4973.385742
	Iteration 26Q: 3 clusters Score -2958458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2958536.500000 Penalty: 4973.385742
	Iteration 27Q: 3 clusters Score -2958536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2958611.000000 Penalty: 4973.385742
	Iteration 28Q: 3 clusters Score -2958611 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2958691.250000 Penalty: 4973.385742
	Iteration 29Q: 3 clusters Score -2958691 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2958755.500000 Penalty: 4973.385742
	Iteration 30Q: 3 clusters Score -2958756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2958822.250000 Penalty: 4973.385742
	Iteration 31Q: 3 clusters Score -2958822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2958889.500000 Penalty: 4973.385742
	Iteration 32Q: 3 clusters Score -2958890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2958926.000000 Penalty: 4973.385742
	Iteration 33Q: 3 clusters Score -2958926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2958978.000000 Penalty: 4973.385742
	Iteration 34Q: 3 clusters Score -2958978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2959022.250000 Penalty: 4973.385742
	Iteration 35Q: 3 clusters Score -2959022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2959049.250000 Penalty: 4973.385742
	Iteration 36Q: 3 clusters Score -2959049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2959066.750000 Penalty: 4973.385742
	Iteration 37Q: 3 clusters Score -2959067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2959089.000000 Penalty: 4973.385742
	Iteration 38Q: 3 clusters Score -2959089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2959107.750000 Penalty: 4973.385742
	Iteration 39Q: 3 clusters Score -2959108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2959116.750000 Penalty: 4973.385742
	Iteration 40F: 3 clusters Score -2959117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2959137.750000 Penalty: 4973.385742
	Iteration 41Q: 3 clusters Score -2959138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2959151.000000 Penalty: 4973.385742
	Iteration 42Q: 3 clusters Score -2959151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2959155.000000 Penalty: 4973.385742
	Iteration 43Q: 3 clusters Score -2959155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2959170.750000 Penalty: 4973.385742
	Iteration 44Q: 3 clusters Score -2959171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2959182.250000 Penalty: 4973.385742
	Iteration 45Q: 3 clusters Score -2959182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2959192.500000 Penalty: 4973.385742
	Iteration 46Q: 3 clusters Score -2959192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2959196.000000 Penalty: 4973.385742
	Iteration 47Q: 3 clusters Score -2959196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2959205.500000 Penalty: 4973.385742
	Iteration 48Q: 3 clusters Score -2959206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2959213.250000 Penalty: 4973.385742
	Iteration 49Q: 3 clusters Score -2959213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2959223.000000 Penalty: 4973.385742
	Iteration 50Q: 3 clusters Score -2959223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2959229.000000 Penalty: 4973.385742
	Iteration 51Q: 3 clusters Score -2959229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2959234.000000 Penalty: 4973.385742
	Iteration 52Q: 3 clusters Score -2959234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2959242.750000 Penalty: 4973.385742
	Iteration 53Q: 3 clusters Score -2959243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2959247.000000 Penalty: 4973.385742
	Iteration 54Q: 3 clusters Score -2959247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2959252.000000 Penalty: 4973.385742
	Iteration 55Q: 3 clusters Score -2959252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2959252.500000 Penalty: 4973.385742
	Iteration 56Q: 3 clusters Score -2959252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2959257.000000 Penalty: 4973.385742
	Iteration 57Q: 3 clusters Score -2959257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2959256.250000 Penalty: 4973.385742
	Iteration 58Q: 3 clusters Score -2959256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2959259.000000 Penalty: 4973.385742
	Iteration 59Q: 3 clusters Score -2959259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2959263.250000 Penalty: 4973.385742
	Iteration 60F: 3 clusters Score -2959263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2959269.000000 Penalty: 4973.385742
	Iteration 61Q: 3 clusters Score -2959269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2959275.000000 Penalty: 4973.385742
	Iteration 62Q: 3 clusters Score -2959275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2959279.750000 Penalty: 4973.385742
	Iteration 63Q: 3 clusters Score -2959280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2959277.000000 Penalty: 4973.385742
	Iteration 64Q: 3 clusters Score -2959277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2959280.250000 Penalty: 4973.385742
	Iteration 65Q: 3 clusters Score -2959280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2959282.250000 Penalty: 4973.385742
	Iteration 66Q: 3 clusters Score -2959282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2959284.000000 Penalty: 4973.385742
	Iteration 67Q: 3 clusters Score -2959284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2959284.750000 Penalty: 4973.385742
	Iteration 68Q: 3 clusters Score -2959285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2959286.500000 Penalty: 4973.385742
	Iteration 69Q: 3 clusters Score -2959286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2959290.250000 Penalty: 4973.385742
	Iteration 70Q: 3 clusters Score -2959290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2959288.250000 Penalty: 4973.385742
	Iteration 71Q: 3 clusters Score -2959288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2959288.000000 Penalty: 4973.385742
	Iteration 72Q: 3 clusters Score -2959288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2959291.250000 Penalty: 4973.385742
	Iteration 73Q: 3 clusters Score -2959291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2959291.500000 Penalty: 4973.385742
	Iteration 74Q: 3 clusters Score -2959292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2959291.500000 Penalty: 4973.385742
	Iteration 75Q: 3 clusters Score -2959292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2959299.750000 Penalty: 4973.385742
	Iteration 76Q: 3 clusters Score -2959300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2959299.000000 Penalty: 4973.385742
	Iteration 77Q: 3 clusters Score -2959299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2959301.750000 Penalty: 4973.385742
	Iteration 78Q: 3 clusters Score -2959302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2959300.000000 Penalty: 4973.385742
	Iteration 79Q: 3 clusters Score -2959300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2959300.250000 Penalty: 4973.385742
	Iteration 80F: 3 clusters Score -2959300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19911.148438 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19911.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18845.226562 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18845.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18903.882812 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18903.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18913.748047 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18913.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18913.748047 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18913.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71550.148438 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71550.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69988.039062 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69988.04 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70251.257812 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -70251.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70337.601562 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -70337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70460.382812 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -70460.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70501.320312 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -70501.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70537.695312 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -70537.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70584.023438 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -70584.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70619.765625 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -70619.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70655.695312 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -70655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70680.648438 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -70680.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70720.015625 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -70720.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70768.546875 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -70768.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70824.898438 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -70824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70871.320312 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -70871.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70903.609375 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -70903.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70919.679688 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -70919.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70932.671875 Penalty: 3212.578369
	Iteration 16Q: 3 clusters Score -70932.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70938.554688 Penalty: 3212.578369
	Iteration 17Q: 3 clusters Score -70938.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70946.093750 Penalty: 3212.578369
	Iteration 18Q: 3 clusters Score -70946.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70963.515625 Penalty: 3212.578369
	Iteration 19Q: 3 clusters Score -70963.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70986.882812 Penalty: 3212.578369
	Iteration 20F: 3 clusters Score -70986.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71045.484375 Penalty: 3212.578369
	Iteration 21Q: 3 clusters Score -71045.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71111.117188 Penalty: 3212.578369
	Iteration 22Q: 3 clusters Score -71111.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71228.710938 Penalty: 3212.578369
	Iteration 23Q: 3 clusters Score -71228.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71299.984375 Penalty: 3212.578369
	Iteration 24Q: 3 clusters Score -71299.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71328.406250 Penalty: 3212.578369
	Iteration 25Q: 3 clusters Score -71328.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71344.828125 Penalty: 3212.578369
	Iteration 26Q: 3 clusters Score -71344.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71344.828125 Penalty: 3212.578369
	Iteration 27F: 3 clusters Score -71344.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -102271.843750 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -102271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100392.750000 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -100392.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100701.656250 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -100701.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100824.968750 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -100825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100893.992188 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -100894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100976.304688 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -100976.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101057.703125 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -101057.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101148.437500 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -101148.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101258.023438 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -101258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101374.109375 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -101374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101473.296875 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -101473.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101552.984375 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -101553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101616.968750 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -101617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101660.531250 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -101660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101686.054688 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -101686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101699.390625 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -101699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101700.734375 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -101700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101703.109375 Penalty: 3373.436279
	Iteration 16F: 3 clusters Score -101703.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101707.007812 Penalty: 3373.436279
	Iteration 17Q: 3 clusters Score -101707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101707.007812 Penalty: 3373.436279
	Iteration 18F: 3 clusters Score -101707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -98217.875000 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -98217.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96403.921875 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -96403.92 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96709.132812 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -96709.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96820.335938 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -96820.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96877.625000 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -96877.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96917.703125 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -96917.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96966.195312 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -96966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97015.218750 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -97015.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97062.609375 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -97062.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97138.031250 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -97138.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97291.414062 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -97291.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97510.648438 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -97510.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97750.226562 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -97750.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98105.867188 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -98105.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98525.726562 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -98525.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98646.820312 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -98646.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98729.257812 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -98729.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98819.421875 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -98819.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98857.578125 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -98857.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98888.210938 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -98888.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98910.453125 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -98910.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98922.210938 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -98922.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98938.250000 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -98938.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98949.203125 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -98949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98949.203125 Penalty: 3347.965820
	Iteration 23F: 3 clusters Score -98949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63463 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204040 members 
Mstep: Class 6 contains 179105 members 
Mstep: Class 7 contains 45020 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 53859 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87133 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159734 members 
Mstep: Class 21 contains 224004 members 
Mstep: Class 22 contains 22629 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 462 members 
Entering Unmasked Estep 
Score: -138559504.000000 Penalty: 89651.437500
Splitting cluster 26 changes total score from -138560416.000000 to -138559504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63463 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204040 members 
Mstep: Class 6 contains 179105 members 
Mstep: Class 7 contains 45020 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53859 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87133 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159734 members 
Mstep: Class 21 contains 224004 members 
Mstep: Class 22 contains 22629 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560464.000000 Penalty: 86203.304688
Iteration 159Q: 26 clusters Score -1.385605e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63461 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204039 members 
Mstep: Class 6 contains 179099 members 
Mstep: Class 7 contains 45003 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53862 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87132 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159766 members 
Mstep: Class 21 contains 223997 members 
Mstep: Class 22 contains 22626 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 160F: 26 clusters Score -1.385605e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63464 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204037 members 
Mstep: Class 6 contains 179099 members 
Mstep: Class 7 contains 44993 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53865 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 8042 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87129 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159800 members 
Mstep: Class 21 contains 223977 members 
Mstep: Class 22 contains 22620 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 161Q: 26 clusters Score -1.385605e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63466 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204042 members 
Mstep: Class 6 contains 179089 members 
Mstep: Class 7 contains 44981 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53866 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87128 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159832 members 
Mstep: Class 21 contains 223960 members 
Mstep: Class 22 contains 22615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560352.000000 Penalty: 86203.304688
Iteration 162Q: 26 clusters Score -1.385604e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63468 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204040 members 
Mstep: Class 6 contains 179087 members 
Mstep: Class 7 contains 44971 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53871 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87125 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159866 members 
Mstep: Class 21 contains 223943 members 
Mstep: Class 22 contains 22611 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 163Q: 26 clusters Score -1.385604e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63471 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204053 members 
Mstep: Class 6 contains 179077 members 
Mstep: Class 7 contains 44958 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53880 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19873 members 
Mstep: Class 16 contains 8049 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87125 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159885 members 
Mstep: Class 21 contains 223923 members 
Mstep: Class 22 contains 22612 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 164Q: 26 clusters Score -1.385604e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63475 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204072 members 
Mstep: Class 6 contains 179066 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53885 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19871 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87124 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159895 members 
Mstep: Class 21 contains 223903 members 
Mstep: Class 22 contains 22613 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 165Q: 26 clusters Score -1.385604e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63475 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204092 members 
Mstep: Class 6 contains 179060 members 
Mstep: Class 7 contains 44938 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53890 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19873 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87122 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159900 members 
Mstep: Class 21 contains 223888 members 
Mstep: Class 22 contains 22612 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 166Q: 26 clusters Score -1.385605e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63473 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204132 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 7 contains 44924 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53895 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 8058 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87120 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159894 members 
Mstep: Class 21 contains 223876 members 
Mstep: Class 22 contains 22609 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560720.000000 Penalty: 86203.304688
Iteration 167Q: 26 clusters Score -1.385607e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63475 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204171 members 
Mstep: Class 6 contains 179039 members 
Mstep: Class 7 contains 44908 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53899 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 8059 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87117 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159882 members 
Mstep: Class 21 contains 223876 members 
Mstep: Class 22 contains 22604 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560576.000000 Penalty: 86203.304688
Iteration 168Q: 26 clusters Score -1.385606e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63476 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204200 members 
Mstep: Class 6 contains 179044 members 
Mstep: Class 7 contains 44893 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53905 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87113 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 159863 members 
Mstep: Class 21 contains 223876 members 
Mstep: Class 22 contains 22599 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560592.000000 Penalty: 86203.304688
Iteration 169Q: 26 clusters Score -1.385606e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63476 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204227 members 
Mstep: Class 6 contains 179041 members 
Mstep: Class 7 contains 44878 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87110 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159862 members 
Mstep: Class 21 contains 223869 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560608.000000 Penalty: 86203.304688
Iteration 170Q: 26 clusters Score -1.385606e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63476 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204240 members 
Mstep: Class 6 contains 179034 members 
Mstep: Class 7 contains 44865 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53916 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87108 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159872 members 
Mstep: Class 21 contains 223862 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560544.000000 Penalty: 86203.304688
Iteration 171Q: 26 clusters Score -1.385605e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63476 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204241 members 
Mstep: Class 6 contains 179034 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53923 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 8067 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159874 members 
Mstep: Class 21 contains 223862 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560544.000000 Penalty: 86203.304688
Iteration 172Q: 26 clusters Score -1.385605e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63477 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204249 members 
Mstep: Class 6 contains 179038 members 
Mstep: Class 7 contains 44840 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53930 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159875 members 
Mstep: Class 21 contains 223857 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560576.000000 Penalty: 86203.304688
Iteration 173Q: 26 clusters Score -1.385606e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63480 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204267 members 
Mstep: Class 6 contains 179037 members 
Mstep: Class 7 contains 44822 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53938 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 8075 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87100 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159877 members 
Mstep: Class 21 contains 223847 members 
Mstep: Class 22 contains 22588 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560592.000000 Penalty: 86203.304688
Iteration 174Q: 26 clusters Score -1.385606e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63481 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204285 members 
Mstep: Class 6 contains 179041 members 
Mstep: Class 7 contains 44805 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87096 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159882 members 
Mstep: Class 21 contains 223832 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560608.000000 Penalty: 86203.304688
Iteration 175Q: 26 clusters Score -1.385606e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63483 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204304 members 
Mstep: Class 6 contains 179040 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87093 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159882 members 
Mstep: Class 21 contains 223824 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560640.000000 Penalty: 86203.304688
Iteration 176Q: 26 clusters Score -1.385606e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63484 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204323 members 
Mstep: Class 6 contains 179042 members 
Mstep: Class 7 contains 44780 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19871 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87091 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159884 members 
Mstep: Class 21 contains 223815 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560672.000000 Penalty: 86203.304688
Iteration 177Q: 26 clusters Score -1.385607e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63484 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204341 members 
Mstep: Class 6 contains 179042 members 
Mstep: Class 7 contains 44772 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53950 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87092 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159882 members 
Mstep: Class 21 contains 223804 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560592.000000 Penalty: 86203.304688
Iteration 178Q: 26 clusters Score -1.385606e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63486 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204365 members 
Mstep: Class 6 contains 179043 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53954 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87093 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159884 members 
Mstep: Class 21 contains 223781 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560624.000000 Penalty: 86203.304688
Iteration 179Q: 26 clusters Score -1.385606e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63486 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204377 members 
Mstep: Class 6 contains 179050 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87092 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159882 members 
Mstep: Class 21 contains 223769 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560528.000000 Penalty: 86203.304688
Iteration 180F: 26 clusters Score -1.385605e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63486 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204390 members 
Mstep: Class 6 contains 179045 members 
Mstep: Class 7 contains 44736 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19867 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87091 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159891 members 
Mstep: Class 21 contains 223756 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560608.000000 Penalty: 86203.304688
Iteration 181Q: 26 clusters Score -1.385606e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63485 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204422 members 
Mstep: Class 6 contains 179034 members 
Mstep: Class 7 contains 44723 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53977 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87090 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159900 members 
Mstep: Class 21 contains 223739 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560656.000000 Penalty: 86203.304688
Iteration 182Q: 26 clusters Score -1.385607e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63485 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204440 members 
Mstep: Class 6 contains 179030 members 
Mstep: Class 7 contains 44718 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53985 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87087 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159906 members 
Mstep: Class 21 contains 223719 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560592.000000 Penalty: 86203.304688
Iteration 183Q: 26 clusters Score -1.385606e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63486 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204459 members 
Mstep: Class 6 contains 179029 members 
Mstep: Class 7 contains 44710 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53988 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159913 members 
Mstep: Class 21 contains 223708 members 
Mstep: Class 22 contains 22587 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560688.000000 Penalty: 86203.304688
Iteration 184Q: 26 clusters Score -1.385607e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63485 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204477 members 
Mstep: Class 6 contains 179019 members 
Mstep: Class 7 contains 44705 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53991 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159920 members 
Mstep: Class 21 contains 223696 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560656.000000 Penalty: 86203.304688
Iteration 185Q: 26 clusters Score -1.385607e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63484 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204489 members 
Mstep: Class 6 contains 179011 members 
Mstep: Class 7 contains 44700 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 53996 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159926 members 
Mstep: Class 21 contains 223684 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560672.000000 Penalty: 86203.304688
Iteration 186Q: 26 clusters Score -1.385607e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63486 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 204505 members 
Mstep: Class 6 contains 179011 members 
Mstep: Class 7 contains 44691 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54002 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159927 members 
Mstep: Class 21 contains 223667 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560720.000000 Penalty: 86203.304688
Iteration 187Q: 26 clusters Score -1.385607e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63487 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204532 members 
Mstep: Class 6 contains 179010 members 
Mstep: Class 7 contains 44681 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54009 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159925 members 
Mstep: Class 21 contains 223646 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560640.000000 Penalty: 86203.304688
Iteration 188Q: 26 clusters Score -1.385606e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63487 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204554 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44668 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54013 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159922 members 
Mstep: Class 21 contains 223644 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560592.000000 Penalty: 86203.304688
Iteration 189Q: 26 clusters Score -1.385606e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63487 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204570 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54021 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87080 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159919 members 
Mstep: Class 21 contains 223637 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560560.000000 Penalty: 86203.304688
Iteration 190Q: 26 clusters Score -1.385606e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204566 members 
Mstep: Class 6 contains 179002 members 
Mstep: Class 7 contains 44645 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54023 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159922 members 
Mstep: Class 21 contains 223640 members 
Mstep: Class 22 contains 22596 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560608.000000 Penalty: 86203.304688
Iteration 191Q: 26 clusters Score -1.385606e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204572 members 
Mstep: Class 6 contains 178997 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54022 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19866 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87080 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159929 members 
Mstep: Class 21 contains 223638 members 
Mstep: Class 22 contains 22597 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560608.000000 Penalty: 86203.304688
Iteration 192Q: 26 clusters Score -1.385606e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204576 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54024 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87080 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159934 members 
Mstep: Class 21 contains 223638 members 
Mstep: Class 22 contains 22594 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560512.000000 Penalty: 86203.304688
Iteration 193Q: 26 clusters Score -1.385605e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204579 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44611 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 13 contains 54025 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19863 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 159944 members 
Mstep: Class 21 contains 223644 members 
Mstep: Class 22 contains 22595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560512.000000 Penalty: 86203.304688
Iteration 194Q: 26 clusters Score -1.385605e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204577 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44597 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 13 contains 54025 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159945 members 
Mstep: Class 21 contains 223657 members 
Mstep: Class 22 contains 22595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 195Q: 26 clusters Score -1.385604e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204579 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44587 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54026 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19863 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87080 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159948 members 
Mstep: Class 21 contains 223663 members 
Mstep: Class 22 contains 22594 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 196Q: 26 clusters Score -1.385605e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204570 members 
Mstep: Class 6 contains 178998 members 
Mstep: Class 7 contains 44581 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54028 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19863 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159956 members 
Mstep: Class 21 contains 223668 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560512.000000 Penalty: 86203.304688
Iteration 197Q: 26 clusters Score -1.385605e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204565 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54029 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159964 members 
Mstep: Class 21 contains 223671 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 198Q: 26 clusters Score -1.385605e+08 nChanged 56
Entering ConstructFrom: 
Score: -138560480.000000 Penalty: 86203.304688
Entering ConstructFrom: 
Trying to split cluster 1 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -370394.531250 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -370394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -367098.718750 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -367098.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367880.375000 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -367880.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -368164.937500 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -368164.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -368330.781250 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -368330.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -368453.937500 Penalty: 3975.766113
	Iteration 4F: 3 clusters Score -368453.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -368542.062500 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -368542.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -368592.781250 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -368592.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -368629.062500 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -368629.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -368660.468750 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -368660.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -368684.093750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -368684.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -368698.250000 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -368698.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -368713.468750 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -368713.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -368723.343750 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -368723.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -368734.593750 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -368734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -368740.875000 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -368740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -368743.406250 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -368743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -368747.156250 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -368747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -368750.906250 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -368750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -368755.593750 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -368755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -368760.531250 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -368760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -368763.968750 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -368764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -368764.343750 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -368764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -368765.000000 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -368765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -368766.312500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -368766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -368766.562500 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -368766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -368767.687500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -368767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -368769.343750 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -368769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -368769.343750 Penalty: 3975.766113
	Iteration 27F: 3 clusters Score -368769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22858.492188 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22858.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21769.925781 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21769.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21890.542969 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21890.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21932.951172 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21932.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21968.988281 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21968.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21983.833984 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21983.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21983.833984 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -21983.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Entering Unmasked Estep 
Score: -8220534.500000 Penalty: 2742.538330
	Iteration 0F: 2 clusters Score -8220534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8177827.000000 Penalty: 5485.076660
	Iteration 0F: 3 clusters Score -8177827 nChanged 29688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -8194592.500000 Penalty: 5485.076660
	Iteration 1F: 3 clusters Score -8194592 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8195319.500000 Penalty: 5485.076660
	Iteration 2Q: 3 clusters Score -8195320 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8196201.500000 Penalty: 5485.076660
	Iteration 3Q: 3 clusters Score -8196202 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -8197309.500000 Penalty: 5485.076660
	Iteration 4Q: 3 clusters Score -8197310 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -8199002.500000 Penalty: 5485.076660
	Iteration 5F: 3 clusters Score -8199002 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8201468.500000 Penalty: 5485.076660
	Iteration 6F: 3 clusters Score -8201468 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8204637.000000 Penalty: 5485.076660
	Iteration 7F: 3 clusters Score -8204637 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -8208114.000000 Penalty: 5485.076660
	Iteration 8F: 3 clusters Score -8208114 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -8211141.000000 Penalty: 5485.076660
	Iteration 9F: 3 clusters Score -8211141 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -8213422.500000 Penalty: 5485.076660
	Iteration 10Q: 3 clusters Score -8213422 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -8215000.500000 Penalty: 5485.076660
	Iteration 11Q: 3 clusters Score -8215000 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -8216066.500000 Penalty: 5485.076660
	Iteration 12Q: 3 clusters Score -8216066 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -8216803.000000 Penalty: 5485.076660
	Iteration 13Q: 3 clusters Score -8216803 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8217239.000000 Penalty: 5485.076660
	Iteration 14Q: 3 clusters Score -8217239 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8217492.000000 Penalty: 5485.076660
	Iteration 15Q: 3 clusters Score -8217492 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -8217740.500000 Penalty: 5485.076660
	Iteration 16Q: 3 clusters Score -8217740 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -8217888.000000 Penalty: 5485.076660
	Iteration 17Q: 3 clusters Score -8217888 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -8217965.000000 Penalty: 5485.076660
	Iteration 18Q: 3 clusters Score -8217965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -8218011.000000 Penalty: 5485.076660
	Iteration 19Q: 3 clusters Score -8218011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -8218071.500000 Penalty: 5485.076660
	Iteration 20F: 3 clusters Score -8218072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -8218117.500000 Penalty: 5485.076660
	Iteration 21Q: 3 clusters Score -8218118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -8218150.500000 Penalty: 5485.076660
	Iteration 22Q: 3 clusters Score -8218150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -8218199.000000 Penalty: 5485.076660
	Iteration 23Q: 3 clusters Score -8218199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -8218237.500000 Penalty: 5485.076660
	Iteration 24Q: 3 clusters Score -8218238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -8218253.500000 Penalty: 5485.076660
	Iteration 25Q: 3 clusters Score -8218254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -8218268.000000 Penalty: 5485.076660
	Iteration 26Q: 3 clusters Score -8218268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8218287.000000 Penalty: 5485.076660
	Iteration 27Q: 3 clusters Score -8218287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -8218292.500000 Penalty: 5485.076660
	Iteration 28Q: 3 clusters Score -8218292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -8218302.500000 Penalty: 5485.076660
	Iteration 29Q: 3 clusters Score -8218302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8218321.500000 Penalty: 5485.076660
	Iteration 30Q: 3 clusters Score -8218322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8218326.500000 Penalty: 5485.076660
	Iteration 31Q: 3 clusters Score -8218326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -8218330.500000 Penalty: 5485.076660
	Iteration 32Q: 3 clusters Score -8218330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -8218338.500000 Penalty: 5485.076660
	Iteration 33Q: 3 clusters Score -8218338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -8218341.000000 Penalty: 5485.076660
	Iteration 34Q: 3 clusters Score -8218341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -8218348.500000 Penalty: 5485.076660
	Iteration 35Q: 3 clusters Score -8218348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -8218346.000000 Penalty: 5485.076660
	Iteration 36Q: 3 clusters Score -8218346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -8218352.000000 Penalty: 5485.076660
	Iteration 37Q: 3 clusters Score -8218352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -8218360.000000 Penalty: 5485.076660
	Iteration 38Q: 3 clusters Score -8218360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -8218360.000000 Penalty: 5485.076660
	Iteration 39F: 3 clusters Score -8218360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -431426.218750 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -431426.2 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 1656 members 
Entering Unmasked Estep 
Score: -427903.687500 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -427903.7 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428644.968750 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -428645 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -428829.750000 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -428829.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -428916.468750 Penalty: 4025.001465
	Iteration 3Q: 3 clusters Score -428916.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -428964.375000 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -428964.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -428993.468750 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -428993.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429013.281250 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -429013.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -429034.531250 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -429034.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -429045.250000 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -429045.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -429057.843750 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -429057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -429069.406250 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -429069.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -429078.718750 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -429078.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -429087.781250 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -429087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -429097.000000 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -429097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -429105.687500 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -429105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -429112.531250 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -429112.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -429120.750000 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -429120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -429126.812500 Penalty: 4025.001465
	Iteration 17Q: 3 clusters Score -429126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -429134.343750 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -429134.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -429140.937500 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -429140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -429144.968750 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -429145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -429146.468750 Penalty: 4025.001465
	Iteration 21Q: 3 clusters Score -429146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -429147.718750 Penalty: 4025.001465
	Iteration 22Q: 3 clusters Score -429147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -429148.937500 Penalty: 4025.001465
	Iteration 23Q: 3 clusters Score -429148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -429152.125000 Penalty: 4025.001465
	Iteration 24Q: 3 clusters Score -429152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -429156.187500 Penalty: 4025.001465
	Iteration 25Q: 3 clusters Score -429156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429160.781250 Penalty: 4025.001465
	Iteration 26Q: 3 clusters Score -429160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429164.406250 Penalty: 4025.001465
	Iteration 27Q: 3 clusters Score -429164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -429167.406250 Penalty: 4025.001465
	Iteration 28Q: 3 clusters Score -429167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -429168.437500 Penalty: 4025.001465
	Iteration 29Q: 3 clusters Score -429168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429169.156250 Penalty: 4025.001465
	Iteration 30Q: 3 clusters Score -429169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -429169.000000 Penalty: 4025.001465
	Iteration 31Q: 3 clusters Score -429169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -429169.343750 Penalty: 4025.001465
	Iteration 32Q: 3 clusters Score -429169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -429171.125000 Penalty: 4025.001465
	Iteration 33Q: 3 clusters Score -429171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -429170.875000 Penalty: 4025.001465
	Iteration 34Q: 3 clusters Score -429170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -429170.875000 Penalty: 4025.001465
	Iteration 35F: 3 clusters Score -429170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Entering Unmasked Estep 
Score: -26428352.000000 Penalty: 3032.703125
	Iteration 0F: 2 clusters Score -2.642835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 102462 members 
Entering Unmasked Estep 
Score: -26296738.000000 Penalty: 6065.406250
	Iteration 0F: 3 clusters Score -2.629674e+07 nChanged 98571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -26355490.000000 Penalty: 6065.406250
	Iteration 1F: 3 clusters Score -2.635549e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -26356932.000000 Penalty: 6065.406250
	Iteration 2Q: 3 clusters Score -2.635693e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 108938 members 
Entering Unmasked Estep 
Score: -26358960.000000 Penalty: 6065.406250
	Iteration 3Q: 3 clusters Score -2.635896e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -26362282.000000 Penalty: 6065.406250
	Iteration 4Q: 3 clusters Score -2.636228e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -26367170.000000 Penalty: 6065.406250
	Iteration 5Q: 3 clusters Score -2.636717e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -26374858.000000 Penalty: 6065.406250
	Iteration 6F: 3 clusters Score -2.637486e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 131846 members 
Entering Unmasked Estep 
Score: -26384624.000000 Penalty: 6065.406250
	Iteration 7F: 3 clusters Score -2.638462e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
Score: -26394248.000000 Penalty: 6065.406250
	Iteration 8F: 3 clusters Score -2.639425e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -26400372.000000 Penalty: 6065.406250
	Iteration 9F: 3 clusters Score -2.640037e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -26403036.000000 Penalty: 6065.406250
	Iteration 10Q: 3 clusters Score -2.640304e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -26404314.000000 Penalty: 6065.406250
	Iteration 11Q: 3 clusters Score -2.640431e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -26405290.000000 Penalty: 6065.406250
	Iteration 12Q: 3 clusters Score -2.640529e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -26406092.000000 Penalty: 6065.406250
	Iteration 13Q: 3 clusters Score -2.640609e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -26407180.000000 Penalty: 6065.406250
	Iteration 14Q: 3 clusters Score -2.640718e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -26408178.000000 Penalty: 6065.406250
	Iteration 15Q: 3 clusters Score -2.640818e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 164499 members 
Entering Unmasked Estep 
Score: -26409072.000000 Penalty: 6065.406250
	Iteration 16Q: 3 clusters Score -2.640907e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -26410134.000000 Penalty: 6065.406250
	Iteration 17Q: 3 clusters Score -2.641013e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
Score: -26411340.000000 Penalty: 6065.406250
	Iteration 18Q: 3 clusters Score -2.641134e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 174264 members 
Entering Unmasked Estep 
Score: -26412630.000000 Penalty: 6065.406250
	Iteration 19Q: 3 clusters Score -2.641263e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -26413860.000000 Penalty: 6065.406250
	Iteration 20F: 3 clusters Score -2.641386e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -26415024.000000 Penalty: 6065.406250
	Iteration 21Q: 3 clusters Score -2.641502e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 183543 members 
Entering Unmasked Estep 
Score: -26416376.000000 Penalty: 6065.406250
	Iteration 22Q: 3 clusters Score -2.641638e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -26417698.000000 Penalty: 6065.406250
	Iteration 23Q: 3 clusters Score -2.64177e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 188910 members 
Entering Unmasked Estep 
Score: -26418868.000000 Penalty: 6065.406250
	Iteration 24Q: 3 clusters Score -2.641887e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 191227 members 
Entering Unmasked Estep 
Score: -26419842.000000 Penalty: 6065.406250
	Iteration 25Q: 3 clusters Score -2.641984e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 193288 members 
Entering Unmasked Estep 
Score: -26420864.000000 Penalty: 6065.406250
	Iteration 26Q: 3 clusters Score -2.642086e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -26421744.000000 Penalty: 6065.406250
	Iteration 27Q: 3 clusters Score -2.642174e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -26422508.000000 Penalty: 6065.406250
	Iteration 28Q: 3 clusters Score -2.642251e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 197977 members 
Entering Unmasked Estep 
Score: -26423152.000000 Penalty: 6065.406250
	Iteration 29Q: 3 clusters Score -2.642315e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 199087 members 
Entering Unmasked Estep 
Score: -26423728.000000 Penalty: 6065.406250
	Iteration 30Q: 3 clusters Score -2.642373e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 199944 members 
Entering Unmasked Estep 
Score: -26424244.000000 Penalty: 6065.406250
	Iteration 31Q: 3 clusters Score -2.642424e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 200670 members 
Entering Unmasked Estep 
Score: -26424618.000000 Penalty: 6065.406250
	Iteration 32Q: 3 clusters Score -2.642462e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 201220 members 
Entering Unmasked Estep 
Score: -26424868.000000 Penalty: 6065.406250
	Iteration 33Q: 3 clusters Score -2.642487e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 201630 members 
Entering Unmasked Estep 
Score: -26425032.000000 Penalty: 6065.406250
	Iteration 34Q: 3 clusters Score -2.642503e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 201935 members 
Entering Unmasked Estep 
Score: -26425270.000000 Penalty: 6065.406250
	Iteration 35Q: 3 clusters Score -2.642527e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
Score: -26425444.000000 Penalty: 6065.406250
	Iteration 36Q: 3 clusters Score -2.642544e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 202379 members 
Entering Unmasked Estep 
Score: -26425558.000000 Penalty: 6065.406250
	Iteration 37Q: 3 clusters Score -2.642556e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 202515 members 
Entering Unmasked Estep 
Score: -26425712.000000 Penalty: 6065.406250
	Iteration 38Q: 3 clusters Score -2.642571e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -26425776.000000 Penalty: 6065.406250
	Iteration 39Q: 3 clusters Score -2.642578e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 202719 members 
Entering Unmasked Estep 
Score: -26425860.000000 Penalty: 6065.406250
	Iteration 40F: 3 clusters Score -2.642586e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 202788 members 
Entering Unmasked Estep 
Score: -26425912.000000 Penalty: 6065.406250
	Iteration 41Q: 3 clusters Score -2.642591e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 202855 members 
Entering Unmasked Estep 
Score: -26425976.000000 Penalty: 6065.406250
	Iteration 42Q: 3 clusters Score -2.642598e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 202889 members 
Entering Unmasked Estep 
Score: -26426050.000000 Penalty: 6065.406250
	Iteration 43Q: 3 clusters Score -2.642605e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 202903 members 
Entering Unmasked Estep 
Score: -26426100.000000 Penalty: 6065.406250
	Iteration 44Q: 3 clusters Score -2.64261e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 202903 members 
Entering Unmasked Estep 
Score: -26426166.000000 Penalty: 6065.406250
	Iteration 45Q: 3 clusters Score -2.642617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 202902 members 
Entering Unmasked Estep 
Score: -26426194.000000 Penalty: 6065.406250
	Iteration 46Q: 3 clusters Score -2.642619e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 202894 members 
Entering Unmasked Estep 
Score: -26426260.000000 Penalty: 6065.406250
	Iteration 47Q: 3 clusters Score -2.642626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 202886 members 
Entering Unmasked Estep 
Score: -26426276.000000 Penalty: 6065.406250
	Iteration 48Q: 3 clusters Score -2.642628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 202882 members 
Entering Unmasked Estep 
Score: -26426278.000000 Penalty: 6065.406250
	Iteration 49Q: 3 clusters Score -2.642628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 202876 members 
Entering Unmasked Estep 
Score: -26426324.000000 Penalty: 6065.406250
	Iteration 50Q: 3 clusters Score -2.642632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 202864 members 
Entering Unmasked Estep 
Score: -26426390.000000 Penalty: 6065.406250
	Iteration 51Q: 3 clusters Score -2.642639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 202839 members 
Entering Unmasked Estep 
Score: -26426398.000000 Penalty: 6065.406250
	Iteration 52Q: 3 clusters Score -2.64264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 202810 members 
Entering Unmasked Estep 
Score: -26426416.000000 Penalty: 6065.406250
	Iteration 53Q: 3 clusters Score -2.642642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 202781 members 
Entering Unmasked Estep 
Score: -26426436.000000 Penalty: 6065.406250
	Iteration 54Q: 3 clusters Score -2.642644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 202760 members 
Entering Unmasked Estep 
Score: -26426436.000000 Penalty: 6065.406250
	Iteration 55Q: 3 clusters Score -2.642644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 202744 members 
Entering Unmasked Estep 
Score: -26426440.000000 Penalty: 6065.406250
	Iteration 56Q: 3 clusters Score -2.642644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 202729 members 
Entering Unmasked Estep 
Score: -26426430.000000 Penalty: 6065.406250
	Iteration 57Q: 3 clusters Score -2.642643e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 202716 members 
Entering Unmasked Estep 
Score: -26426422.000000 Penalty: 6065.406250
	Iteration 58Q: 3 clusters Score -2.642642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 202703 members 
Entering Unmasked Estep 
Score: -26426444.000000 Penalty: 6065.406250
	Iteration 59Q: 3 clusters Score -2.642644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 202692 members 
Entering Unmasked Estep 
Score: -26426486.000000 Penalty: 6065.406250
	Iteration 60F: 3 clusters Score -2.642649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 202661 members 
Entering Unmasked Estep 
Score: -26426512.000000 Penalty: 6065.406250
	Iteration 61Q: 3 clusters Score -2.642651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 202627 members 
Entering Unmasked Estep 
Score: -26426516.000000 Penalty: 6065.406250
	Iteration 62Q: 3 clusters Score -2.642652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 202606 members 
Entering Unmasked Estep 
Score: -26426502.000000 Penalty: 6065.406250
	Iteration 63Q: 3 clusters Score -2.64265e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 202579 members 
Entering Unmasked Estep 
Score: -26426538.000000 Penalty: 6065.406250
	Iteration 64Q: 3 clusters Score -2.642654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 202559 members 
Entering Unmasked Estep 
Score: -26426542.000000 Penalty: 6065.406250
	Iteration 65Q: 3 clusters Score -2.642654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 202541 members 
Entering Unmasked Estep 
Score: -26426600.000000 Penalty: 6065.406250
	Iteration 66Q: 3 clusters Score -2.64266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 202518 members 
Entering Unmasked Estep 
Score: -26426612.000000 Penalty: 6065.406250
	Iteration 67Q: 3 clusters Score -2.642661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 202494 members 
Entering Unmasked Estep 
Score: -26426658.000000 Penalty: 6065.406250
	Iteration 68Q: 3 clusters Score -2.642666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -26426628.000000 Penalty: 6065.406250
	Iteration 69Q: 3 clusters Score -2.642663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 202447 members 
Entering Unmasked Estep 
Score: -26426650.000000 Penalty: 6065.406250
	Iteration 70Q: 3 clusters Score -2.642665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 202436 members 
Entering Unmasked Estep 
Score: -26426642.000000 Penalty: 6065.406250
	Iteration 71Q: 3 clusters Score -2.642664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 202426 members 
Entering Unmasked Estep 
Score: -26426620.000000 Penalty: 6065.406250
	Iteration 72Q: 3 clusters Score -2.642662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -26426648.000000 Penalty: 6065.406250
	Iteration 73Q: 3 clusters Score -2.642665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 202389 members 
Entering Unmasked Estep 
Score: -26426684.000000 Penalty: 6065.406250
	Iteration 74Q: 3 clusters Score -2.642668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 202360 members 
Entering Unmasked Estep 
Score: -26426684.000000 Penalty: 6065.406250
	Iteration 75Q: 3 clusters Score -2.642668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 202336 members 
Entering Unmasked Estep 
Score: -26426722.000000 Penalty: 6065.406250
	Iteration 76Q: 3 clusters Score -2.642672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 202314 members 
Entering Unmasked Estep 
Score: -26426724.000000 Penalty: 6065.406250
	Iteration 77Q: 3 clusters Score -2.642672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 202292 members 
Entering Unmasked Estep 
Score: -26426732.000000 Penalty: 6065.406250
	Iteration 78Q: 3 clusters Score -2.642673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 202268 members 
Entering Unmasked Estep 
Score: -26426734.000000 Penalty: 6065.406250
	Iteration 79Q: 3 clusters Score -2.642673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 202248 members 
Entering Unmasked Estep 
Score: -26426732.000000 Penalty: 6065.406250
	Iteration 80F: 3 clusters Score -2.642673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 202234 members 
Entering Unmasked Estep 
Score: -26426728.000000 Penalty: 6065.406250
	Iteration 81Q: 3 clusters Score -2.642673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 202225 members 
Entering Unmasked Estep 
Score: -26426744.000000 Penalty: 6065.406250
	Iteration 82Q: 3 clusters Score -2.642674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 202210 members 
Entering Unmasked Estep 
Score: -26426726.000000 Penalty: 6065.406250
	Iteration 83Q: 3 clusters Score -2.642673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -26426748.000000 Penalty: 6065.406250
	Iteration 84Q: 3 clusters Score -2.642675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 202163 members 
Entering Unmasked Estep 
Score: -26426760.000000 Penalty: 6065.406250
	Iteration 85Q: 3 clusters Score -2.642676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -26426732.000000 Penalty: 6065.406250
	Iteration 86Q: 3 clusters Score -2.642673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 202121 members 
Entering Unmasked Estep 
Score: -26426738.000000 Penalty: 6065.406250
	Iteration 87Q: 3 clusters Score -2.642674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 202108 members 
Entering Unmasked Estep 
Score: -26426730.000000 Penalty: 6065.406250
	Iteration 88Q: 3 clusters Score -2.642673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 202097 members 
Entering Unmasked Estep 
Score: -26426720.000000 Penalty: 6065.406250
	Iteration 89Q: 3 clusters Score -2.642672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 202080 members 
Entering Unmasked Estep 
Score: -26426742.000000 Penalty: 6065.406250
	Iteration 90Q: 3 clusters Score -2.642674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 202064 members 
Entering Unmasked Estep 
Score: -26426772.000000 Penalty: 6065.406250
	Iteration 91Q: 3 clusters Score -2.642677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 202052 members 
Entering Unmasked Estep 
Score: -26426804.000000 Penalty: 6065.406250
	Iteration 92Q: 3 clusters Score -2.64268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 202043 members 
Entering Unmasked Estep 
Score: -26426774.000000 Penalty: 6065.406250
	Iteration 93Q: 3 clusters Score -2.642677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -26426756.000000 Penalty: 6065.406250
	Iteration 94Q: 3 clusters Score -2.642676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 202006 members 
Entering Unmasked Estep 
Score: -26426724.000000 Penalty: 6065.406250
	Iteration 95Q: 3 clusters Score -2.642672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 201985 members 
Entering Unmasked Estep 
Score: -26426712.000000 Penalty: 6065.406250
	Iteration 96Q: 3 clusters Score -2.642671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 201970 members 
Entering Unmasked Estep 
Score: -26426746.000000 Penalty: 6065.406250
	Iteration 97Q: 3 clusters Score -2.642675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -26426772.000000 Penalty: 6065.406250
	Iteration 98Q: 3 clusters Score -2.642677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 201945 members 
Entering Unmasked Estep 
Score: -26426764.000000 Penalty: 6065.406250
	Iteration 99Q: 3 clusters Score -2.642676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 201926 members 
Entering Unmasked Estep 
Score: -26426760.000000 Penalty: 6065.406250
	Iteration 100F: 3 clusters Score -2.642676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 201914 members 
Entering Unmasked Estep 
Score: -26426766.000000 Penalty: 6065.406250
	Iteration 101Q: 3 clusters Score -2.642677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 201903 members 
Entering Unmasked Estep 
Score: -26426770.000000 Penalty: 6065.406250
	Iteration 102Q: 3 clusters Score -2.642677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 201893 members 
Entering Unmasked Estep 
Score: -26426750.000000 Penalty: 6065.406250
	Iteration 103Q: 3 clusters Score -2.642675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 201878 members 
Entering Unmasked Estep 
Score: -26426784.000000 Penalty: 6065.406250
	Iteration 104Q: 3 clusters Score -2.642678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 201869 members 
Entering Unmasked Estep 
Score: -26426776.000000 Penalty: 6065.406250
	Iteration 105Q: 3 clusters Score -2.642678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 201856 members 
Entering Unmasked Estep 
Score: -26426772.000000 Penalty: 6065.406250
	Iteration 106Q: 3 clusters Score -2.642677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 201843 members 
Entering Unmasked Estep 
Score: -26426774.000000 Penalty: 6065.406250
	Iteration 107Q: 3 clusters Score -2.642677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 201837 members 
Entering Unmasked Estep 
Score: -26426794.000000 Penalty: 6065.406250
	Iteration 108Q: 3 clusters Score -2.642679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 201831 members 
Entering Unmasked Estep 
Score: -26426776.000000 Penalty: 6065.406250
	Iteration 109Q: 3 clusters Score -2.642678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 201820 members 
Entering Unmasked Estep 
Score: -26426764.000000 Penalty: 6065.406250
	Iteration 110Q: 3 clusters Score -2.642676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 201813 members 
Entering Unmasked Estep 
Score: -26426766.000000 Penalty: 6065.406250
	Iteration 111Q: 3 clusters Score -2.642677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 201804 members 
Entering Unmasked Estep 
Score: -26426778.000000 Penalty: 6065.406250
	Iteration 112Q: 3 clusters Score -2.642678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 201796 members 
Entering Unmasked Estep 
Score: -26426796.000000 Penalty: 6065.406250
	Iteration 113Q: 3 clusters Score -2.64268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 201786 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.642678e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 201768 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.642678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.642681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 201737 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.64268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 201730 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.64268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 201720 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.642678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 201709 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.642679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 201702 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.642681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 201696 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.642681e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 201684 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.642681e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 201679 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.642681e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 201673 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.642681e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201673 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.642679e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 201670 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.642679e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201666 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.642679e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201663 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.642679e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201661 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.642681e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 201660 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.642681e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 201658 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.642682e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201654 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.642683e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201651 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.642681e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 201648 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.642681e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.642682e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 201634 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.642682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 201624 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.642682e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201616 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.642682e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201605 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.642681e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201591 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.64268e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201584 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.642681e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201576 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.642684e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201561 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.642681e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201555 members 
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	Iteration 145Q: 3 clusters Score -2.64268e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 201549 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.64268e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 201538 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.642681e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201529 members 
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	Iteration 148Q: 3 clusters Score -2.64268e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201516 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.642679e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 201511 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.642679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 201502 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.642679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 201494 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.64268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 201486 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.642681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 201476 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.642679e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 201464 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.642678e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201456 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.64268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 201444 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.64268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 201431 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.642682e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.642682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.642681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 201367 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.642682e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201339 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.642685e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 201311 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.642681e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201284 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.642681e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201259 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.642681e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 201219 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.642684e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201181 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.642684e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 201144 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.642689e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201103 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.64269e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201068 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.642688e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 201023 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.64269e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 200991 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.642692e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200951 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.64269e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200911 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.64269e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.64269e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200836 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.642688e+07 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.642688e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200775 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.64269e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200754 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.642692e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200740 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2.642692e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200724 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.642694e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200705 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.642694e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200691 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.642693e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200661 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.642696e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200639 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.642696e+07 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.642695e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200595 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.642694e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 200559 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.642692e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200522 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.642696e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200484 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.642697e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 200455 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.642693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 200432 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.642695e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200411 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.642695e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 200398 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.642694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 200386 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.642694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 200377 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.642696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 200364 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.642694e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 200352 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.642697e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.642696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 200323 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2.642695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 200309 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.642695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 200289 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.642694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 200270 members 
Entering Unmasked Estep 
Score: -26426942.000000 Penalty: 6065.406250
	Iteration 203Q: 3 clusters Score -2.642694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 200256 members 
Entering Unmasked Estep 
Score: -26426932.000000 Penalty: 6065.406250
	Iteration 204Q: 3 clusters Score -2.642693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 200230 members 
Entering Unmasked Estep 
Score: -26426926.000000 Penalty: 6065.406250
	Iteration 205Q: 3 clusters Score -2.642693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 200208 members 
Entering Unmasked Estep 
Score: -26426956.000000 Penalty: 6065.406250
	Iteration 206Q: 3 clusters Score -2.642696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 200185 members 
Entering Unmasked Estep 
Score: -26426970.000000 Penalty: 6065.406250
	Iteration 207Q: 3 clusters Score -2.642697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 200167 members 
Entering Unmasked Estep 
Score: -26426952.000000 Penalty: 6065.406250
	Iteration 208Q: 3 clusters Score -2.642695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 200153 members 
Entering Unmasked Estep 
Score: -26426956.000000 Penalty: 6065.406250
	Iteration 209Q: 3 clusters Score -2.642696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 200139 members 
Entering Unmasked Estep 
Score: -26426930.000000 Penalty: 6065.406250
	Iteration 210Q: 3 clusters Score -2.642693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -26426934.000000 Penalty: 6065.406250
	Iteration 211Q: 3 clusters Score -2.642693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 200106 members 
Entering Unmasked Estep 
Score: -26426936.000000 Penalty: 6065.406250
	Iteration 212Q: 3 clusters Score -2.642694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 200092 members 
Entering Unmasked Estep 
Score: -26426918.000000 Penalty: 6065.406250
	Iteration 213Q: 3 clusters Score -2.642692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -26426934.000000 Penalty: 6065.406250
	Iteration 214Q: 3 clusters Score -2.642693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 200059 members 
Entering Unmasked Estep 
Score: -26426922.000000 Penalty: 6065.406250
	Iteration 215Q: 3 clusters Score -2.642692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -26426944.000000 Penalty: 6065.406250
	Iteration 216Q: 3 clusters Score -2.642694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 200028 members 
Entering Unmasked Estep 
Score: -26426962.000000 Penalty: 6065.406250
	Iteration 217Q: 3 clusters Score -2.642696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 200016 members 
Entering Unmasked Estep 
Score: -26426932.000000 Penalty: 6065.406250
	Iteration 218Q: 3 clusters Score -2.642693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 200004 members 
Entering Unmasked Estep 
Score: -26426936.000000 Penalty: 6065.406250
	Iteration 219Q: 3 clusters Score -2.642694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 199987 members 
Entering Unmasked Estep 
Score: -26426932.000000 Penalty: 6065.406250
	Iteration 220F: 3 clusters Score -2.642693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 199974 members 
Entering Unmasked Estep 
Score: -26426938.000000 Penalty: 6065.406250
	Iteration 221Q: 3 clusters Score -2.642694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 199963 members 
Entering Unmasked Estep 
Score: -26426948.000000 Penalty: 6065.406250
	Iteration 222Q: 3 clusters Score -2.642695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 199956 members 
Entering Unmasked Estep 
Score: -26426922.000000 Penalty: 6065.406250
	Iteration 223Q: 3 clusters Score -2.642692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 199952 members 
Entering Unmasked Estep 
Score: -26426922.000000 Penalty: 6065.406250
	Iteration 224Q: 3 clusters Score -2.642692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 199944 members 
Entering Unmasked Estep 
Score: -26426918.000000 Penalty: 6065.406250
	Iteration 225Q: 3 clusters Score -2.642692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 199938 members 
Entering Unmasked Estep 
Score: -26426910.000000 Penalty: 6065.406250
	Iteration 226Q: 3 clusters Score -2.642691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 199937 members 
Entering Unmasked Estep 
Score: -26426906.000000 Penalty: 6065.406250
	Iteration 227Q: 3 clusters Score -2.642691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 199939 members 
Entering Unmasked Estep 
Score: -26426916.000000 Penalty: 6065.406250
	Iteration 228Q: 3 clusters Score -2.642692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 199938 members 
Entering Unmasked Estep 
Score: -26426912.000000 Penalty: 6065.406250
	Iteration 229Q: 3 clusters Score -2.642691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 199934 members 
Entering Unmasked Estep 
Score: -26426920.000000 Penalty: 6065.406250
	Iteration 230Q: 3 clusters Score -2.642692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 199931 members 
Entering Unmasked Estep 
Score: -26426918.000000 Penalty: 6065.406250
	Iteration 231Q: 3 clusters Score -2.642692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 199929 members 
Entering Unmasked Estep 
Score: -26426918.000000 Penalty: 6065.406250
	Iteration 232Q: 3 clusters Score -2.642692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 199927 members 
Entering Unmasked Estep 
Score: -26426920.000000 Penalty: 6065.406250
	Iteration 233Q: 3 clusters Score -2.642692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 199925 members 
Entering Unmasked Estep 
Score: -26426916.000000 Penalty: 6065.406250
	Iteration 234Q: 3 clusters Score -2.642692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 199924 members 
Entering Unmasked Estep 
Score: -26426910.000000 Penalty: 6065.406250
	Iteration 235Q: 3 clusters Score -2.642691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 199923 members 
Entering Unmasked Estep 
Score: -26426912.000000 Penalty: 6065.406250
	Iteration 236Q: 3 clusters Score -2.642691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 199923 members 
Entering Unmasked Estep 
Score: -26426912.000000 Penalty: 6065.406250
	Iteration 237F: 3 clusters Score -2.642691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178993 members 
Entering Unmasked Estep 
Score: -23196036.000000 Penalty: 2999.585449
	Iteration 0F: 2 clusters Score -2.319604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -23081144.000000 Penalty: 5999.170898
	Iteration 0F: 3 clusters Score -2.308114e+07 nChanged 85555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -23131228.000000 Penalty: 5999.170898
	Iteration 1F: 3 clusters Score -2.313123e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -23132448.000000 Penalty: 5999.170898
	Iteration 2Q: 3 clusters Score -2.313245e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -23134360.000000 Penalty: 5999.170898
	Iteration 3Q: 3 clusters Score -2.313436e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -23137048.000000 Penalty: 5999.170898
	Iteration 4Q: 3 clusters Score -2.313705e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -23142104.000000 Penalty: 5999.170898
	Iteration 5F: 3 clusters Score -2.31421e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -23150038.000000 Penalty: 5999.170898
	Iteration 6F: 3 clusters Score -2.315004e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -23160996.000000 Penalty: 5999.170898
	Iteration 7F: 3 clusters Score -2.3161e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -23173032.000000 Penalty: 5999.170898
	Iteration 8F: 3 clusters Score -2.317303e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -23182838.000000 Penalty: 5999.170898
	Iteration 9F: 3 clusters Score -2.318284e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -23188978.000000 Penalty: 5999.170898
	Iteration 10Q: 3 clusters Score -2.318898e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -23191632.000000 Penalty: 5999.170898
	Iteration 11Q: 3 clusters Score -2.319163e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23192680.000000 Penalty: 5999.170898
	Iteration 12Q: 3 clusters Score -2.319268e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23193128.000000 Penalty: 5999.170898
	Iteration 13Q: 3 clusters Score -2.319313e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178497 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -23193290.000000 Penalty: 5999.170898
	Iteration 14Q: 3 clusters Score -2.319329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178577 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23193404.000000 Penalty: 5999.170898
	Iteration 15Q: 3 clusters Score -2.31934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178610 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23193446.000000 Penalty: 5999.170898
	Iteration 16Q: 3 clusters Score -2.319345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23193440.000000 Penalty: 5999.170898
	Iteration 17Q: 3 clusters Score -2.319344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23193448.000000 Penalty: 5999.170898
	Iteration 18Q: 3 clusters Score -2.319345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178643 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23193460.000000 Penalty: 5999.170898
	Iteration 19Q: 3 clusters Score -2.319346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23193472.000000 Penalty: 5999.170898
	Iteration 20F: 3 clusters Score -2.319347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23193472.000000 Penalty: 5999.170898
	Iteration 21Q: 3 clusters Score -2.319347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178652 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23193474.000000 Penalty: 5999.170898
	Iteration 22Q: 3 clusters Score -2.319347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23193476.000000 Penalty: 5999.170898
	Iteration 23Q: 3 clusters Score -2.319348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178655 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23193476.000000 Penalty: 5999.170898
	Iteration 24Q: 3 clusters Score -2.319348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178655 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23193476.000000 Penalty: 5999.170898
	Iteration 25F: 3 clusters Score -2.319348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Entering Unmasked Estep 
Score: -5835882.000000 Penalty: 2654.760986
	Iteration 0F: 2 clusters Score -5835882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5805817.000000 Penalty: 5309.521973
	Iteration 0F: 3 clusters Score -5805817 nChanged 20428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5816805.000000 Penalty: 5309.521973
	Iteration 1F: 3 clusters Score -5816805 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5817290.000000 Penalty: 5309.521973
	Iteration 2Q: 3 clusters Score -5817290 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5817683.500000 Penalty: 5309.521973
	Iteration 3Q: 3 clusters Score -5817684 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5818261.000000 Penalty: 5309.521973
	Iteration 4Q: 3 clusters Score -5818261 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5819124.000000 Penalty: 5309.521973
	Iteration 5Q: 3 clusters Score -5819124 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5820412.500000 Penalty: 5309.521973
	Iteration 6F: 3 clusters Score -5820412 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5822459.500000 Penalty: 5309.521973
	Iteration 7F: 3 clusters Score -5822460 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -5825562.000000 Penalty: 5309.521973
	Iteration 8F: 3 clusters Score -5825562 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5828845.500000 Penalty: 5309.521973
	Iteration 9F: 3 clusters Score -5828846 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5831280.500000 Penalty: 5309.521973
	Iteration 10F: 3 clusters Score -5831280 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5832535.000000 Penalty: 5309.521973
	Iteration 11Q: 3 clusters Score -5832535 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5833116.000000 Penalty: 5309.521973
	Iteration 12Q: 3 clusters Score -5833116 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5833353.000000 Penalty: 5309.521973
	Iteration 13Q: 3 clusters Score -5833353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5833465.000000 Penalty: 5309.521973
	Iteration 14Q: 3 clusters Score -5833465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5833509.500000 Penalty: 5309.521973
	Iteration 15Q: 3 clusters Score -5833510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5833546.500000 Penalty: 5309.521973
	Iteration 16Q: 3 clusters Score -5833546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5833564.500000 Penalty: 5309.521973
	Iteration 17Q: 3 clusters Score -5833564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5833580.500000 Penalty: 5309.521973
	Iteration 18Q: 3 clusters Score -5833580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5833588.500000 Penalty: 5309.521973
	Iteration 19Q: 3 clusters Score -5833588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5833602.000000 Penalty: 5309.521973
	Iteration 20F: 3 clusters Score -5833602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5833605.000000 Penalty: 5309.521973
	Iteration 21Q: 3 clusters Score -5833605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5833611.500000 Penalty: 5309.521973
	Iteration 22Q: 3 clusters Score -5833612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5833618.000000 Penalty: 5309.521973
	Iteration 23Q: 3 clusters Score -5833618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5833622.000000 Penalty: 5309.521973
	Iteration 24Q: 3 clusters Score -5833622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5833626.000000 Penalty: 5309.521973
	Iteration 25Q: 3 clusters Score -5833626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5833628.500000 Penalty: 5309.521973
	Iteration 26Q: 3 clusters Score -5833628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5833638.500000 Penalty: 5309.521973
	Iteration 27Q: 3 clusters Score -5833638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5833642.500000 Penalty: 5309.521973
	Iteration 28Q: 3 clusters Score -5833642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5833646.500000 Penalty: 5309.521973
	Iteration 29Q: 3 clusters Score -5833646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5833646.500000 Penalty: 5309.521973
	Iteration 30Q: 3 clusters Score -5833646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5833646.500000 Penalty: 5309.521973
	Iteration 31F: 3 clusters Score -5833646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44513.500000 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -44513.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44688.402344 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -44688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44826.152344 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -44826.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44936.792969 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -44936.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44954.722656 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -44954.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44972.531250 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -44972.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44987.453125 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -44987.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44992.386719 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -44992.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45002.164062 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -45002.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45011.789062 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -45011.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45031.019531 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -45031.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45048.839844 Penalty: 2990.026123
	Iteration 11Q: 3 clusters Score -45048.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45053.546875 Penalty: 2990.026123
	Iteration 12Q: 3 clusters Score -45053.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45055.550781 Penalty: 2990.026123
	Iteration 13Q: 3 clusters Score -45055.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45055.550781 Penalty: 2990.026123
	Iteration 14F: 3 clusters Score -45055.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -506853.781250 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -506853.8 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 2016 members 
Entering Unmasked Estep 
Score: -502930.343750 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -502930.3 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -503800.812500 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -503800.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -503977.312500 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -503977.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -504115.812500 Penalty: 4115.952148
	Iteration 3Q: 3 clusters Score -504115.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -504242.000000 Penalty: 4115.952148
	Iteration 4Q: 3 clusters Score -504242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -504350.468750 Penalty: 4115.952148
	Iteration 5Q: 3 clusters Score -504350.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -504444.031250 Penalty: 4115.952148
	Iteration 6Q: 3 clusters Score -504444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -504533.750000 Penalty: 4115.952148
	Iteration 7Q: 3 clusters Score -504533.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -504598.906250 Penalty: 4115.952148
	Iteration 8Q: 3 clusters Score -504598.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -504644.718750 Penalty: 4115.952148
	Iteration 9Q: 3 clusters Score -504644.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -504697.500000 Penalty: 4115.952148
	Iteration 10Q: 3 clusters Score -504697.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -504750.593750 Penalty: 4115.952148
	Iteration 11Q: 3 clusters Score -504750.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -504797.312500 Penalty: 4115.952148
	Iteration 12Q: 3 clusters Score -504797.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -504830.718750 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -504830.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -504859.625000 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -504859.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -504884.156250 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -504884.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -504901.312500 Penalty: 4115.952148
	Iteration 16Q: 3 clusters Score -504901.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -504916.000000 Penalty: 4115.952148
	Iteration 17Q: 3 clusters Score -504916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -504923.718750 Penalty: 4115.952148
	Iteration 18Q: 3 clusters Score -504923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -504929.906250 Penalty: 4115.952148
	Iteration 19Q: 3 clusters Score -504929.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -504934.812500 Penalty: 4115.952148
	Iteration 20F: 3 clusters Score -504934.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -504939.906250 Penalty: 4115.952148
	Iteration 21Q: 3 clusters Score -504939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -504942.562500 Penalty: 4115.952148
	Iteration 22Q: 3 clusters Score -504942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -504945.625000 Penalty: 4115.952148
	Iteration 23Q: 3 clusters Score -504945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504950.375000 Penalty: 4115.952148
	Iteration 24Q: 3 clusters Score -504950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -504955.406250 Penalty: 4115.952148
	Iteration 25Q: 3 clusters Score -504955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -504960.937500 Penalty: 4115.952148
	Iteration 26Q: 3 clusters Score -504960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -504965.531250 Penalty: 4115.952148
	Iteration 27Q: 3 clusters Score -504965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504967.593750 Penalty: 4115.952148
	Iteration 28Q: 3 clusters Score -504967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -504969.656250 Penalty: 4115.952148
	Iteration 29Q: 3 clusters Score -504969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -504972.281250 Penalty: 4115.952148
	Iteration 30Q: 3 clusters Score -504972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -504975.906250 Penalty: 4115.952148
	Iteration 31Q: 3 clusters Score -504975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -504978.718750 Penalty: 4115.952148
	Iteration 32Q: 3 clusters Score -504978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -504982.906250 Penalty: 4115.952148
	Iteration 33Q: 3 clusters Score -504982.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -504987.343750 Penalty: 4115.952148
	Iteration 34Q: 3 clusters Score -504987.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -504990.156250 Penalty: 4115.952148
	Iteration 35Q: 3 clusters Score -504990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -504991.000000 Penalty: 4115.952148
	Iteration 36Q: 3 clusters Score -504991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -504992.250000 Penalty: 4115.952148
	Iteration 37Q: 3 clusters Score -504992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -504993.500000 Penalty: 4115.952148
	Iteration 38Q: 3 clusters Score -504993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -504994.843750 Penalty: 4115.952148
	Iteration 39Q: 3 clusters Score -504994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -504995.406250 Penalty: 4115.952148
	Iteration 40F: 3 clusters Score -504995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -504997.375000 Penalty: 4115.952148
	Iteration 41Q: 3 clusters Score -504997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -504997.375000 Penalty: 4115.952148
	Iteration 42Q: 3 clusters Score -504997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -504997.656250 Penalty: 4115.952148
	Iteration 43Q: 3 clusters Score -504997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -504997.656250 Penalty: 4115.952148
	Iteration 44F: 3 clusters Score -504997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -639926.562500 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -639926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -635348.625000 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -635348.6 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -636496.375000 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -636496.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -636793.625000 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -636793.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -636998.937500 Penalty: 4244.743652
	Iteration 3F: 3 clusters Score -636998.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -637193.500000 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -637193.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -637440.125000 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -637440.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -637682.125000 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -637682.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -637931.062500 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -637931.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -638144.750000 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -638144.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -638311.875000 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -638311.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -638406.000000 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -638406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -638457.750000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -638457.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -638483.812500 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -638483.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638498.000000 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -638498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -638506.812500 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -638506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -638513.062500 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -638513.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -638519.562500 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -638519.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638523.812500 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -638523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638526.687500 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -638526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -638527.875000 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -638527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -638529.750000 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -638529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -638531.312500 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -638531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -638531.000000 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -638531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -638530.562500 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -638530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -638530.562500 Penalty: 4244.743652
	Iteration 24F: 3 clusters Score -638530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -138891.484375 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -138891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136836.843750 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -136836.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137150.250000 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -137150.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137245.359375 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -137245.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137295.984375 Penalty: 3498.149658
	Iteration 3Q: 3 clusters Score -137296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137325.859375 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -137325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137350.406250 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -137350.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137360.890625 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -137360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137366.250000 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -137366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137368.562500 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -137368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137371.015625 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -137371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137374.218750 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -137374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137377.640625 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -137377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137382.078125 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -137382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137383.843750 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -137383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137385.000000 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -137385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137385.000000 Penalty: 3498.149658
	Iteration 15F: 3 clusters Score -137385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Entering Unmasked Estep 
Score: -6794898.500000 Penalty: 2702.538330
	Iteration 0F: 2 clusters Score -6794898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -6758676.500000 Penalty: 5405.076660
	Iteration 0F: 3 clusters Score -6758676 nChanged 24951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6772547.000000 Penalty: 5405.076660
	Iteration 1F: 3 clusters Score -6772547 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -6773128.000000 Penalty: 5405.076660
	Iteration 2Q: 3 clusters Score -6773128 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6773903.500000 Penalty: 5405.076660
	Iteration 3Q: 3 clusters Score -6773904 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6774810.000000 Penalty: 5405.076660
	Iteration 4Q: 3 clusters Score -6774810 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6776077.500000 Penalty: 5405.076660
	Iteration 5F: 3 clusters Score -6776078 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -6777928.000000 Penalty: 5405.076660
	Iteration 6F: 3 clusters Score -6777928 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6780229.000000 Penalty: 5405.076660
	Iteration 7F: 3 clusters Score -6780229 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6782460.000000 Penalty: 5405.076660
	Iteration 8F: 3 clusters Score -6782460 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -6784267.000000 Penalty: 5405.076660
	Iteration 9F: 3 clusters Score -6784267 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -6785519.500000 Penalty: 5405.076660
	Iteration 10Q: 3 clusters Score -6785520 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6786246.000000 Penalty: 5405.076660
	Iteration 11Q: 3 clusters Score -6786246 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -6786646.000000 Penalty: 5405.076660
	Iteration 12Q: 3 clusters Score -6786646 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -6786884.000000 Penalty: 5405.076660
	Iteration 13Q: 3 clusters Score -6786884 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6787066.000000 Penalty: 5405.076660
	Iteration 14Q: 3 clusters Score -6787066 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6787239.000000 Penalty: 5405.076660
	Iteration 15Q: 3 clusters Score -6787239 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -6787442.500000 Penalty: 5405.076660
	Iteration 16Q: 3 clusters Score -6787442 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -6787785.000000 Penalty: 5405.076660
	Iteration 17Q: 3 clusters Score -6787785 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6788278.500000 Penalty: 5405.076660
	Iteration 18Q: 3 clusters Score -6788278 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6789026.000000 Penalty: 5405.076660
	Iteration 19Q: 3 clusters Score -6789026 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6789905.000000 Penalty: 5405.076660
	Iteration 20F: 3 clusters Score -6789905 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6790894.000000 Penalty: 5405.076660
	Iteration 21Q: 3 clusters Score -6790894 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6791844.500000 Penalty: 5405.076660
	Iteration 22Q: 3 clusters Score -6791844 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6792668.500000 Penalty: 5405.076660
	Iteration 23Q: 3 clusters Score -6792668 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6793034.500000 Penalty: 5405.076660
	Iteration 24Q: 3 clusters Score -6793034 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6793181.000000 Penalty: 5405.076660
	Iteration 25Q: 3 clusters Score -6793181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6793234.500000 Penalty: 5405.076660
	Iteration 26Q: 3 clusters Score -6793234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6793281.500000 Penalty: 5405.076660
	Iteration 27Q: 3 clusters Score -6793282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6793312.000000 Penalty: 5405.076660
	Iteration 28Q: 3 clusters Score -6793312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6793336.500000 Penalty: 5405.076660
	Iteration 29Q: 3 clusters Score -6793336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6793355.000000 Penalty: 5405.076660
	Iteration 30Q: 3 clusters Score -6793355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6793372.500000 Penalty: 5405.076660
	Iteration 31Q: 3 clusters Score -6793372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6793373.500000 Penalty: 5405.076660
	Iteration 32Q: 3 clusters Score -6793374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6793368.000000 Penalty: 5405.076660
	Iteration 33Q: 3 clusters Score -6793368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6793373.500000 Penalty: 5405.076660
	Iteration 34Q: 3 clusters Score -6793374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6793380.000000 Penalty: 5405.076660
	Iteration 35Q: 3 clusters Score -6793380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6793379.500000 Penalty: 5405.076660
	Iteration 36Q: 3 clusters Score -6793380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6793381.000000 Penalty: 5405.076660
	Iteration 37Q: 3 clusters Score -6793381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6793382.500000 Penalty: 5405.076660
	Iteration 38Q: 3 clusters Score -6793382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6793387.000000 Penalty: 5405.076660
	Iteration 39Q: 3 clusters Score -6793387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6793385.500000 Penalty: 5405.076660
	Iteration 40F: 3 clusters Score -6793386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6793384.500000 Penalty: 5405.076660
	Iteration 41Q: 3 clusters Score -6793384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6793382.500000 Penalty: 5405.076660
	Iteration 42Q: 3 clusters Score -6793382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6793391.500000 Penalty: 5405.076660
	Iteration 43Q: 3 clusters Score -6793392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6793389.000000 Penalty: 5405.076660
	Iteration 44Q: 3 clusters Score -6793389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6793386.000000 Penalty: 5405.076660
	Iteration 45Q: 3 clusters Score -6793386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6793392.500000 Penalty: 5405.076660
	Iteration 46Q: 3 clusters Score -6793392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6793389.500000 Penalty: 5405.076660
	Iteration 47Q: 3 clusters Score -6793390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6793389.500000 Penalty: 5405.076660
	Iteration 48F: 3 clusters Score -6793390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20187.308594 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -20187.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19090.125000 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -19090.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19214.972656 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -19214.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19225.226562 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -19225.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19225.226562 Penalty: 2605.127686
	Iteration 3F: 3 clusters Score -19225.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Entering Unmasked Estep 
Score: -2607951.500000 Penalty: 2454.410156
	Iteration 0F: 2 clusters Score -2607952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2593834.500000 Penalty: 4908.820312
	Iteration 0F: 3 clusters Score -2593834 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2598574.750000 Penalty: 4908.820312
	Iteration 1F: 3 clusters Score -2598575 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2598908.750000 Penalty: 4908.820312
	Iteration 2Q: 3 clusters Score -2598909 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2599199.000000 Penalty: 4908.820312
	Iteration 3Q: 3 clusters Score -2599199 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2599478.750000 Penalty: 4908.820312
	Iteration 4Q: 3 clusters Score -2599479 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2599843.500000 Penalty: 4908.820312
	Iteration 5Q: 3 clusters Score -2599844 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2600344.500000 Penalty: 4908.820312
	Iteration 6Q: 3 clusters Score -2600344 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2601032.500000 Penalty: 4908.820312
	Iteration 7F: 3 clusters Score -2601032 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2601955.750000 Penalty: 4908.820312
	Iteration 8F: 3 clusters Score -2601956 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2602920.750000 Penalty: 4908.820312
	Iteration 9F: 3 clusters Score -2602921 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2603847.000000 Penalty: 4908.820312
	Iteration 10F: 3 clusters Score -2603847 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2604527.750000 Penalty: 4908.820312
	Iteration 11Q: 3 clusters Score -2604528 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2605027.250000 Penalty: 4908.820312
	Iteration 12Q: 3 clusters Score -2605027 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2605361.750000 Penalty: 4908.820312
	Iteration 13Q: 3 clusters Score -2605362 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2605535.750000 Penalty: 4908.820312
	Iteration 14Q: 3 clusters Score -2605536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2605627.750000 Penalty: 4908.820312
	Iteration 15Q: 3 clusters Score -2605628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2605691.500000 Penalty: 4908.820312
	Iteration 16Q: 3 clusters Score -2605692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2605730.000000 Penalty: 4908.820312
	Iteration 17Q: 3 clusters Score -2605730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2605752.250000 Penalty: 4908.820312
	Iteration 18Q: 3 clusters Score -2605752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2605769.250000 Penalty: 4908.820312
	Iteration 19Q: 3 clusters Score -2605769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2605779.500000 Penalty: 4908.820312
	Iteration 20F: 3 clusters Score -2605780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2605795.000000 Penalty: 4908.820312
	Iteration 21Q: 3 clusters Score -2605795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2605805.750000 Penalty: 4908.820312
	Iteration 22Q: 3 clusters Score -2605806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2605819.000000 Penalty: 4908.820312
	Iteration 23Q: 3 clusters Score -2605819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2605830.750000 Penalty: 4908.820312
	Iteration 24Q: 3 clusters Score -2605831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2605831.250000 Penalty: 4908.820312
	Iteration 25Q: 3 clusters Score -2605831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2605832.250000 Penalty: 4908.820312
	Iteration 26Q: 3 clusters Score -2605832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2605836.750000 Penalty: 4908.820312
	Iteration 27Q: 3 clusters Score -2605837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2605843.000000 Penalty: 4908.820312
	Iteration 28Q: 3 clusters Score -2605843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2605845.500000 Penalty: 4908.820312
	Iteration 29Q: 3 clusters Score -2605846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2605846.750000 Penalty: 4908.820312
	Iteration 30Q: 3 clusters Score -2605847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2605846.750000 Penalty: 4908.820312
	Iteration 31F: 3 clusters Score -2605847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -1029332.437500 Penalty: 2231.261963
	Iteration 0F: 2 clusters Score -1029332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1022875.312500 Penalty: 4462.523926
	Iteration 0F: 3 clusters Score -1022875 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1024602.062500 Penalty: 4462.523926
	Iteration 1F: 3 clusters Score -1024602 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1024875.125000 Penalty: 4462.523926
	Iteration 2F: 3 clusters Score -1024875 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1025087.875000 Penalty: 4462.523926
	Iteration 3F: 3 clusters Score -1025088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1025258.000000 Penalty: 4462.523926
	Iteration 4Q: 3 clusters Score -1025258 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1025390.437500 Penalty: 4462.523926
	Iteration 5Q: 3 clusters Score -1025390 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1025518.125000 Penalty: 4462.523926
	Iteration 6Q: 3 clusters Score -1025518 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1025629.562500 Penalty: 4462.523926
	Iteration 7Q: 3 clusters Score -1025630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1025743.187500 Penalty: 4462.523926
	Iteration 8Q: 3 clusters Score -1025743 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1025840.500000 Penalty: 4462.523926
	Iteration 9Q: 3 clusters Score -1025840 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1025945.312500 Penalty: 4462.523926
	Iteration 10Q: 3 clusters Score -1025945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1026042.000000 Penalty: 4462.523926
	Iteration 11Q: 3 clusters Score -1026042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1026162.000000 Penalty: 4462.523926
	Iteration 12Q: 3 clusters Score -1026162 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1026290.062500 Penalty: 4462.523926
	Iteration 13Q: 3 clusters Score -1026290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1026417.875000 Penalty: 4462.523926
	Iteration 14Q: 3 clusters Score -1026418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1026554.812500 Penalty: 4462.523926
	Iteration 15Q: 3 clusters Score -1026555 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1026676.000000 Penalty: 4462.523926
	Iteration 16Q: 3 clusters Score -1026676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1026793.312500 Penalty: 4462.523926
	Iteration 17Q: 3 clusters Score -1026793 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1026911.500000 Penalty: 4462.523926
	Iteration 18Q: 3 clusters Score -1026912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1027040.250000 Penalty: 4462.523926
	Iteration 19Q: 3 clusters Score -1027040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1027160.625000 Penalty: 4462.523926
	Iteration 20F: 3 clusters Score -1027161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1027227.437500 Penalty: 4462.523926
	Iteration 21Q: 3 clusters Score -1027227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1027294.062500 Penalty: 4462.523926
	Iteration 22Q: 3 clusters Score -1027294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1027353.875000 Penalty: 4462.523926
	Iteration 23Q: 3 clusters Score -1027354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1027409.875000 Penalty: 4462.523926
	Iteration 24Q: 3 clusters Score -1027410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1027444.250000 Penalty: 4462.523926
	Iteration 25Q: 3 clusters Score -1027444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1027465.937500 Penalty: 4462.523926
	Iteration 26Q: 3 clusters Score -1027466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1027486.750000 Penalty: 4462.523926
	Iteration 27Q: 3 clusters Score -1027487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1027516.187500 Penalty: 4462.523926
	Iteration 28Q: 3 clusters Score -1027516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1027535.625000 Penalty: 4462.523926
	Iteration 29Q: 3 clusters Score -1027536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1027544.437500 Penalty: 4462.523926
	Iteration 30Q: 3 clusters Score -1027544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1027552.312500 Penalty: 4462.523926
	Iteration 31Q: 3 clusters Score -1027552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1027564.687500 Penalty: 4462.523926
	Iteration 32Q: 3 clusters Score -1027565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1027574.500000 Penalty: 4462.523926
	Iteration 33Q: 3 clusters Score -1027574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1027576.812500 Penalty: 4462.523926
	Iteration 34Q: 3 clusters Score -1027577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1027579.687500 Penalty: 4462.523926
	Iteration 35Q: 3 clusters Score -1027580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1027581.562500 Penalty: 4462.523926
	Iteration 36Q: 3 clusters Score -1027582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1027582.625000 Penalty: 4462.523926
	Iteration 37Q: 3 clusters Score -1027583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1027582.375000 Penalty: 4462.523926
	Iteration 38Q: 3 clusters Score -1027582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1027582.812500 Penalty: 4462.523926
	Iteration 39Q: 3 clusters Score -1027583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1027584.812500 Penalty: 4462.523926
	Iteration 40F: 3 clusters Score -1027585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1027585.437500 Penalty: 4462.523926
	Iteration 41Q: 3 clusters Score -1027585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1027587.000000 Penalty: 4462.523926
	Iteration 42Q: 3 clusters Score -1027587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1027588.375000 Penalty: 4462.523926
	Iteration 43Q: 3 clusters Score -1027588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1027588.375000 Penalty: 4462.523926
	Iteration 44F: 3 clusters Score -1027588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -440412.156250 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -440412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -436790.562500 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -436790.6 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -437581.125000 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -437581.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -437759.656250 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -437759.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -437853.031250 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -437853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -437920.343750 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -437920.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437968.781250 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -437968.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -438001.125000 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -438001.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438029.812500 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -438029.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -438049.281250 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -438049.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -438064.687500 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -438064.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -438075.343750 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -438075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -438083.281250 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -438083.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -438090.281250 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -438090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -438095.687500 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -438095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -438101.437500 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -438101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -438107.593750 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -438107.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -438113.781250 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -438113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -438119.218750 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -438119.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -438123.687500 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -438123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -438127.750000 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -438127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -438128.593750 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -438128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -438129.593750 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -438129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -438129.625000 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -438129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -438130.406250 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -438130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -438130.406250 Penalty: 4056.604736
	Iteration 24F: 3 clusters Score -438130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Entering Unmasked Estep 
Score: -11269967.000000 Penalty: 2820.885010
	Iteration 0F: 2 clusters Score -1.126997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -11211740.000000 Penalty: 5641.770020
	Iteration 0F: 3 clusters Score -1.121174e+07 nChanged 40896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -11234683.000000 Penalty: 5641.770020
	Iteration 1F: 3 clusters Score -1.123468e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -11235319.000000 Penalty: 5641.770020
	Iteration 2Q: 3 clusters Score -1.123532e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -11235875.000000 Penalty: 5641.770020
	Iteration 3Q: 3 clusters Score -1.123588e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -11236408.000000 Penalty: 5641.770020
	Iteration 4Q: 3 clusters Score -1.123641e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -11237035.000000 Penalty: 5641.770020
	Iteration 5Q: 3 clusters Score -1.123704e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -11238014.000000 Penalty: 5641.770020
	Iteration 6Q: 3 clusters Score -1.123801e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -11239404.000000 Penalty: 5641.770020
	Iteration 7Q: 3 clusters Score -1.12394e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -11241970.000000 Penalty: 5641.770020
	Iteration 8F: 3 clusters Score -1.124197e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -11246177.000000 Penalty: 5641.770020
	Iteration 9F: 3 clusters Score -1.124618e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -11251941.000000 Penalty: 5641.770020
	Iteration 10F: 3 clusters Score -1.125194e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -11258045.000000 Penalty: 5641.770020
	Iteration 11F: 3 clusters Score -1.125804e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -11262598.000000 Penalty: 5641.770020
	Iteration 12F: 3 clusters Score -1.12626e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -11265113.000000 Penalty: 5641.770020
	Iteration 13Q: 3 clusters Score -1.126511e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -11266437.000000 Penalty: 5641.770020
	Iteration 14Q: 3 clusters Score -1.126644e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -11267041.000000 Penalty: 5641.770020
	Iteration 15Q: 3 clusters Score -1.126704e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -11267282.000000 Penalty: 5641.770020
	Iteration 16Q: 3 clusters Score -1.126728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -11267386.000000 Penalty: 5641.770020
	Iteration 17Q: 3 clusters Score -1.126739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -11267430.000000 Penalty: 5641.770020
	Iteration 18Q: 3 clusters Score -1.126743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -11267466.000000 Penalty: 5641.770020
	Iteration 19Q: 3 clusters Score -1.126747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -11267483.000000 Penalty: 5641.770020
	Iteration 20F: 3 clusters Score -1.126748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -11267496.000000 Penalty: 5641.770020
	Iteration 21Q: 3 clusters Score -1.12675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -11267514.000000 Penalty: 5641.770020
	Iteration 22Q: 3 clusters Score -1.126751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -11267510.000000 Penalty: 5641.770020
	Iteration 23Q: 3 clusters Score -1.126751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11267515.000000 Penalty: 5641.770020
	Iteration 24Q: 3 clusters Score -1.126752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -11267512.000000 Penalty: 5641.770020
	Iteration 25Q: 3 clusters Score -1.126751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -11267512.000000 Penalty: 5641.770020
	Iteration 26F: 3 clusters Score -1.126751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -196174.515625 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -196174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -193814.671875 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -193814.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194316.906250 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -194316.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194728.312500 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -194728.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -195168.328125 Penalty: 3663.382080
	Iteration 3F: 3 clusters Score -195168.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195502.937500 Penalty: 3663.382080
	Iteration 4F: 3 clusters Score -195502.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195765.171875 Penalty: 3663.382080
	Iteration 5F: 3 clusters Score -195765.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -195898.406250 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -195898.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -195952.703125 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -195952.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -195996.218750 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -195996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -196027.359375 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -196027.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -196061.921875 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -196061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -196081.875000 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -196081.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -196098.578125 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -196098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -196108.421875 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -196108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196121.296875 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -196121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196122.984375 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -196123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196122.984375 Penalty: 3663.382080
	Iteration 16F: 3 clusters Score -196123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Entering Unmasked Estep 
Score: -20751388.000000 Penalty: 2971.727539
	Iteration 0F: 2 clusters Score -2.075139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -20645330.000000 Penalty: 5943.455078
	Iteration 0F: 3 clusters Score -2.064533e+07 nChanged 76588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -20690240.000000 Penalty: 5943.455078
	Iteration 1F: 3 clusters Score -2.069024e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -20691296.000000 Penalty: 5943.455078
	Iteration 2Q: 3 clusters Score -2.06913e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -20692542.000000 Penalty: 5943.455078
	Iteration 3Q: 3 clusters Score -2.069254e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -20694192.000000 Penalty: 5943.455078
	Iteration 4Q: 3 clusters Score -2.069419e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -20696816.000000 Penalty: 5943.455078
	Iteration 5Q: 3 clusters Score -2.069682e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -20700856.000000 Penalty: 5943.455078
	Iteration 6F: 3 clusters Score -2.070086e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -20707420.000000 Penalty: 5943.455078
	Iteration 7F: 3 clusters Score -2.070742e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -20716682.000000 Penalty: 5943.455078
	Iteration 8F: 3 clusters Score -2.071668e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -20726218.000000 Penalty: 5943.455078
	Iteration 9F: 3 clusters Score -2.072622e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -20731628.000000 Penalty: 5943.455078
	Iteration 10F: 3 clusters Score -2.073163e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -20734048.000000 Penalty: 5943.455078
	Iteration 11Q: 3 clusters Score -2.073405e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -20735436.000000 Penalty: 5943.455078
	Iteration 12Q: 3 clusters Score -2.073544e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -20736482.000000 Penalty: 5943.455078
	Iteration 13Q: 3 clusters Score -2.073648e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -20737430.000000 Penalty: 5943.455078
	Iteration 14Q: 3 clusters Score -2.073743e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126301 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -20738364.000000 Penalty: 5943.455078
	Iteration 15Q: 3 clusters Score -2.073836e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -20739184.000000 Penalty: 5943.455078
	Iteration 16Q: 3 clusters Score -2.073918e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -20739944.000000 Penalty: 5943.455078
	Iteration 17Q: 3 clusters Score -2.073994e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133891 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -20740764.000000 Penalty: 5943.455078
	Iteration 18Q: 3 clusters Score -2.074076e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136252 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -20741534.000000 Penalty: 5943.455078
	Iteration 19Q: 3 clusters Score -2.074153e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -20742324.000000 Penalty: 5943.455078
	Iteration 20F: 3 clusters Score -2.074232e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -20743204.000000 Penalty: 5943.455078
	Iteration 21Q: 3 clusters Score -2.07432e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -20743958.000000 Penalty: 5943.455078
	Iteration 22Q: 3 clusters Score -2.074396e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -20744488.000000 Penalty: 5943.455078
	Iteration 23Q: 3 clusters Score -2.074449e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145785 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -20745106.000000 Penalty: 5943.455078
	Iteration 24Q: 3 clusters Score -2.074511e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -20745710.000000 Penalty: 5943.455078
	Iteration 25Q: 3 clusters Score -2.074571e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -20746146.000000 Penalty: 5943.455078
	Iteration 26Q: 3 clusters Score -2.074615e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -20746598.000000 Penalty: 5943.455078
	Iteration 27Q: 3 clusters Score -2.07466e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -20746970.000000 Penalty: 5943.455078
	Iteration 28Q: 3 clusters Score -2.074697e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -20747370.000000 Penalty: 5943.455078
	Iteration 29Q: 3 clusters Score -2.074737e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -20747648.000000 Penalty: 5943.455078
	Iteration 30Q: 3 clusters Score -2.074765e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -20747876.000000 Penalty: 5943.455078
	Iteration 31Q: 3 clusters Score -2.074788e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -20747956.000000 Penalty: 5943.455078
	Iteration 32Q: 3 clusters Score -2.074796e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20748166.000000 Penalty: 5943.455078
	Iteration 33Q: 3 clusters Score -2.074817e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20748326.000000 Penalty: 5943.455078
	Iteration 34Q: 3 clusters Score -2.074833e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -20748392.000000 Penalty: 5943.455078
	Iteration 35Q: 3 clusters Score -2.074839e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156118 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -20748430.000000 Penalty: 5943.455078
	Iteration 36Q: 3 clusters Score -2.074843e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -20748436.000000 Penalty: 5943.455078
	Iteration 37Q: 3 clusters Score -2.074844e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -20748496.000000 Penalty: 5943.455078
	Iteration 38Q: 3 clusters Score -2.07485e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20748500.000000 Penalty: 5943.455078
	Iteration 39Q: 3 clusters Score -2.07485e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20748560.000000 Penalty: 5943.455078
	Iteration 40F: 3 clusters Score -2.074856e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20748658.000000 Penalty: 5943.455078
	Iteration 41Q: 3 clusters Score -2.074866e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -20748764.000000 Penalty: 5943.455078
	Iteration 42Q: 3 clusters Score -2.074876e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -20748832.000000 Penalty: 5943.455078
	Iteration 43Q: 3 clusters Score -2.074883e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157736 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -20748854.000000 Penalty: 5943.455078
	Iteration 44Q: 3 clusters Score -2.074885e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20748920.000000 Penalty: 5943.455078
	Iteration 45Q: 3 clusters Score -2.074892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20748930.000000 Penalty: 5943.455078
	Iteration 46Q: 3 clusters Score -2.074893e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20749004.000000 Penalty: 5943.455078
	Iteration 47Q: 3 clusters Score -2.0749e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20749018.000000 Penalty: 5943.455078
	Iteration 48Q: 3 clusters Score -2.074902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20749054.000000 Penalty: 5943.455078
	Iteration 49Q: 3 clusters Score -2.074905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20749064.000000 Penalty: 5943.455078
	Iteration 50Q: 3 clusters Score -2.074906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20749068.000000 Penalty: 5943.455078
	Iteration 51Q: 3 clusters Score -2.074907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20749068.000000 Penalty: 5943.455078
	Iteration 52Q: 3 clusters Score -2.074907e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20749080.000000 Penalty: 5943.455078
	Iteration 53Q: 3 clusters Score -2.074908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -20749088.000000 Penalty: 5943.455078
	Iteration 54Q: 3 clusters Score -2.074909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20749074.000000 Penalty: 5943.455078
	Iteration 55Q: 3 clusters Score -2.074907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20749092.000000 Penalty: 5943.455078
	Iteration 56Q: 3 clusters Score -2.074909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20749082.000000 Penalty: 5943.455078
	Iteration 57Q: 3 clusters Score -2.074908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20749070.000000 Penalty: 5943.455078
	Iteration 58Q: 3 clusters Score -2.074907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20749088.000000 Penalty: 5943.455078
	Iteration 59Q: 3 clusters Score -2.074909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -20749096.000000 Penalty: 5943.455078
	Iteration 60F: 3 clusters Score -2.07491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -20749112.000000 Penalty: 5943.455078
	Iteration 61Q: 3 clusters Score -2.074911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -20749122.000000 Penalty: 5943.455078
	Iteration 62Q: 3 clusters Score -2.074912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20749112.000000 Penalty: 5943.455078
	Iteration 63Q: 3 clusters Score -2.074911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20749112.000000 Penalty: 5943.455078
	Iteration 64Q: 3 clusters Score -2.074911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -20749114.000000 Penalty: 5943.455078
	Iteration 65Q: 3 clusters Score -2.074911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20749120.000000 Penalty: 5943.455078
	Iteration 66Q: 3 clusters Score -2.074912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20749120.000000 Penalty: 5943.455078
	Iteration 67Q: 3 clusters Score -2.074912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20749120.000000 Penalty: 5943.455078
	Iteration 68F: 3 clusters Score -2.074912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223670 members 
Entering Unmasked Estep 
Score: -28836840.000000 Penalty: 3054.845947
	Iteration 0F: 2 clusters Score -2.883684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -28695568.000000 Penalty: 6109.691895
	Iteration 0F: 3 clusters Score -2.869557e+07 nChanged 107632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -28760514.000000 Penalty: 6109.691895
	Iteration 1F: 3 clusters Score -2.876051e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -28763580.000000 Penalty: 6109.691895
	Iteration 2Q: 3 clusters Score -2.876358e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -28768800.000000 Penalty: 6109.691895
	Iteration 3F: 3 clusters Score -2.87688e+07 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -28779120.000000 Penalty: 6109.691895
	Iteration 4F: 3 clusters Score -2.877912e+07 nChanged 19231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171940 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -28794438.000000 Penalty: 6109.691895
	Iteration 5F: 3 clusters Score -2.879444e+07 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -28810882.000000 Penalty: 6109.691895
	Iteration 6F: 3 clusters Score -2.881088e+07 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205542 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -28823224.000000 Penalty: 6109.691895
	Iteration 7F: 3 clusters Score -2.882322e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214939 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -28829684.000000 Penalty: 6109.691895
	Iteration 8Q: 3 clusters Score -2.882968e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220080 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -28832610.000000 Penalty: 6109.691895
	Iteration 9Q: 3 clusters Score -2.883261e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222313 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -28833610.000000 Penalty: 6109.691895
	Iteration 10Q: 3 clusters Score -2.883361e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28833890.000000 Penalty: 6109.691895
	Iteration 11Q: 3 clusters Score -2.883389e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223299 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28834010.000000 Penalty: 6109.691895
	Iteration 12Q: 3 clusters Score -2.883401e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223358 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28834088.000000 Penalty: 6109.691895
	Iteration 13Q: 3 clusters Score -2.883409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223387 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28834132.000000 Penalty: 6109.691895
	Iteration 14Q: 3 clusters Score -2.883413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223400 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28834146.000000 Penalty: 6109.691895
	Iteration 15Q: 3 clusters Score -2.883415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223412 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28834184.000000 Penalty: 6109.691895
	Iteration 16Q: 3 clusters Score -2.883418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223420 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28834192.000000 Penalty: 6109.691895
	Iteration 17Q: 3 clusters Score -2.883419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223428 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28834202.000000 Penalty: 6109.691895
	Iteration 18Q: 3 clusters Score -2.88342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223430 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28834212.000000 Penalty: 6109.691895
	Iteration 19Q: 3 clusters Score -2.883421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28834214.000000 Penalty: 6109.691895
	Iteration 20F: 3 clusters Score -2.883421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223432 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28834208.000000 Penalty: 6109.691895
	Iteration 21Q: 3 clusters Score -2.883421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223432 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28834208.000000 Penalty: 6109.691895
	Iteration 22F: 3 clusters Score -2.883421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Entering Unmasked Estep 
Score: -2956632.750000 Penalty: 2486.287109
	Iteration 0F: 2 clusters Score -2956633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2940940.750000 Penalty: 4972.574219
	Iteration 0F: 3 clusters Score -2940941 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2946251.250000 Penalty: 4972.574219
	Iteration 1F: 3 clusters Score -2946251 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2946755.250000 Penalty: 4972.574219
	Iteration 2F: 3 clusters Score -2946755 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2947184.000000 Penalty: 4972.574219
	Iteration 3Q: 3 clusters Score -2947184 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2947575.000000 Penalty: 4972.574219
	Iteration 4Q: 3 clusters Score -2947575 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2947976.000000 Penalty: 4972.574219
	Iteration 5Q: 3 clusters Score -2947976 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2948365.750000 Penalty: 4972.574219
	Iteration 6Q: 3 clusters Score -2948366 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2948822.500000 Penalty: 4972.574219
	Iteration 7Q: 3 clusters Score -2948822 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2949374.000000 Penalty: 4972.574219
	Iteration 8Q: 3 clusters Score -2949374 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2950027.250000 Penalty: 4972.574219
	Iteration 9Q: 3 clusters Score -2950027 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2950728.000000 Penalty: 4972.574219
	Iteration 10Q: 3 clusters Score -2950728 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2951407.000000 Penalty: 4972.574219
	Iteration 11Q: 3 clusters Score -2951407 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2951941.250000 Penalty: 4972.574219
	Iteration 12Q: 3 clusters Score -2951941 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2952372.250000 Penalty: 4972.574219
	Iteration 13Q: 3 clusters Score -2952372 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2952683.250000 Penalty: 4972.574219
	Iteration 14Q: 3 clusters Score -2952683 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2952949.750000 Penalty: 4972.574219
	Iteration 15Q: 3 clusters Score -2952950 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2953132.000000 Penalty: 4972.574219
	Iteration 16Q: 3 clusters Score -2953132 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2953300.500000 Penalty: 4972.574219
	Iteration 17Q: 3 clusters Score -2953300 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2953455.250000 Penalty: 4972.574219
	Iteration 18Q: 3 clusters Score -2953455 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2953562.500000 Penalty: 4972.574219
	Iteration 19Q: 3 clusters Score -2953562 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2953658.500000 Penalty: 4972.574219
	Iteration 20F: 3 clusters Score -2953658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2953740.000000 Penalty: 4972.574219
	Iteration 21Q: 3 clusters Score -2953740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2953827.250000 Penalty: 4972.574219
	Iteration 22Q: 3 clusters Score -2953827 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2953900.500000 Penalty: 4972.574219
	Iteration 23Q: 3 clusters Score -2953900 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2953984.000000 Penalty: 4972.574219
	Iteration 24Q: 3 clusters Score -2953984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2954038.750000 Penalty: 4972.574219
	Iteration 25Q: 3 clusters Score -2954039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2954083.750000 Penalty: 4972.574219
	Iteration 26Q: 3 clusters Score -2954084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2954140.250000 Penalty: 4972.574219
	Iteration 27Q: 3 clusters Score -2954140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2954180.000000 Penalty: 4972.574219
	Iteration 28Q: 3 clusters Score -2954180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2954214.000000 Penalty: 4972.574219
	Iteration 29Q: 3 clusters Score -2954214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2954254.500000 Penalty: 4972.574219
	Iteration 30Q: 3 clusters Score -2954254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2954290.250000 Penalty: 4972.574219
	Iteration 31Q: 3 clusters Score -2954290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2954332.500000 Penalty: 4972.574219
	Iteration 32Q: 3 clusters Score -2954332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2954363.750000 Penalty: 4972.574219
	Iteration 33Q: 3 clusters Score -2954364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2954379.500000 Penalty: 4972.574219
	Iteration 34Q: 3 clusters Score -2954380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2954397.250000 Penalty: 4972.574219
	Iteration 35Q: 3 clusters Score -2954397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2954413.000000 Penalty: 4972.574219
	Iteration 36Q: 3 clusters Score -2954413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2954428.250000 Penalty: 4972.574219
	Iteration 37Q: 3 clusters Score -2954428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2954446.750000 Penalty: 4972.574219
	Iteration 38Q: 3 clusters Score -2954447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2954464.250000 Penalty: 4972.574219
	Iteration 39Q: 3 clusters Score -2954464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2954484.250000 Penalty: 4972.574219
	Iteration 40F: 3 clusters Score -2954484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2954495.250000 Penalty: 4972.574219
	Iteration 41Q: 3 clusters Score -2954495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2954504.500000 Penalty: 4972.574219
	Iteration 42Q: 3 clusters Score -2954504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2954509.250000 Penalty: 4972.574219
	Iteration 43Q: 3 clusters Score -2954509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2954520.750000 Penalty: 4972.574219
	Iteration 44Q: 3 clusters Score -2954521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2954527.000000 Penalty: 4972.574219
	Iteration 45Q: 3 clusters Score -2954527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2954535.750000 Penalty: 4972.574219
	Iteration 46Q: 3 clusters Score -2954536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2954541.500000 Penalty: 4972.574219
	Iteration 47Q: 3 clusters Score -2954542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2954546.500000 Penalty: 4972.574219
	Iteration 48Q: 3 clusters Score -2954546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2954549.750000 Penalty: 4972.574219
	Iteration 49Q: 3 clusters Score -2954550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2954550.500000 Penalty: 4972.574219
	Iteration 50Q: 3 clusters Score -2954550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2954551.500000 Penalty: 4972.574219
	Iteration 51Q: 3 clusters Score -2954552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2954551.000000 Penalty: 4972.574219
	Iteration 52Q: 3 clusters Score -2954551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2954549.750000 Penalty: 4972.574219
	Iteration 53Q: 3 clusters Score -2954550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2954553.250000 Penalty: 4972.574219
	Iteration 54Q: 3 clusters Score -2954553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2954551.500000 Penalty: 4972.574219
	Iteration 55Q: 3 clusters Score -2954552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2954554.000000 Penalty: 4972.574219
	Iteration 56Q: 3 clusters Score -2954554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2954552.750000 Penalty: 4972.574219
	Iteration 57Q: 3 clusters Score -2954553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2954552.750000 Penalty: 4972.574219
	Iteration 58F: 3 clusters Score -2954553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19911.148438 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19911.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18821.160156 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18821.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18886.917969 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18886.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18910.599609 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18910.599609 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71550.148438 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71550.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69906.078125 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69906.08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70178.062500 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -70178.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70281.796875 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -70281.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70327.164062 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -70327.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70378.296875 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -70378.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70424.882812 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -70424.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70466.335938 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -70466.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70501.601562 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -70501.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70531.640625 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -70531.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70553.328125 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -70553.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70569.000000 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -70569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70583.945312 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -70583.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70596.164062 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -70596.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70596.945312 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -70596.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70596.945312 Penalty: 3212.578369
	Iteration 14F: 3 clusters Score -70596.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -102271.843750 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -102271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100407.460938 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -100407.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100690.640625 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -100690.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100776.390625 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -100776.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100831.968750 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -100832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100895.992188 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -100896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100938.671875 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -100938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100963.195312 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -100963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100984.664062 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -100984.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101006.179688 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -101006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101024.234375 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -101024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101040.890625 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -101040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101053.359375 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -101053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101057.820312 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -101057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101061.968750 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -101062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101064.781250 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -101064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101068.046875 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -101068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101072.984375 Penalty: 3373.436279
	Iteration 16Q: 3 clusters Score -101073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101082.757812 Penalty: 3373.436279
	Iteration 17Q: 3 clusters Score -101082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101090.867188 Penalty: 3373.436279
	Iteration 18Q: 3 clusters Score -101090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101090.867188 Penalty: 3373.436279
	Iteration 19F: 3 clusters Score -101090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -98217.875000 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -98217.88 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 429 members 
Entering Unmasked Estep 
Score: -96383.031250 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -96383.03 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96677.445312 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -96677.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96814.906250 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -96814.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96952.429688 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -96952.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97183.718750 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -97183.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97553.226562 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -97553.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97833.625000 Penalty: 3347.965820
	Iteration 6F: 3 clusters Score -97833.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98009.359375 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -98009.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98173.109375 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -98173.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98431.992188 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -98431.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98627.242188 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -98627.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98665.625000 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -98665.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98697.375000 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -98697.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98704.250000 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -98704.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98710.062500 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -98710.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98717.187500 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -98717.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98724.796875 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -98724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98728.601562 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -98728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98731.046875 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -98731.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98731.046875 Penalty: 3347.965820
	Iteration 19F: 3 clusters Score -98731.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204565 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 7 contains 44564 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 54032 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19867 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159975 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 445 members 
Entering Unmasked Estep 
Score: -138559456.000000 Penalty: 89651.437500
Splitting cluster 26 changes total score from -138560480.000000 to -138559456.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204565 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 7 contains 44564 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54032 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19867 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159975 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560576.000000 Penalty: 86203.304688
Iteration 199Q: 26 clusters Score -1.385606e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63488 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204570 members 
Mstep: Class 6 contains 178989 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54033 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159982 members 
Mstep: Class 21 contains 223675 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 200F: 26 clusters Score -1.385605e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63489 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204569 members 
Mstep: Class 6 contains 178991 members 
Mstep: Class 7 contains 44547 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54033 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159987 members 
Mstep: Class 21 contains 223681 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 201Q: 26 clusters Score -1.385605e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63490 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204564 members 
Mstep: Class 6 contains 178984 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54033 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 159998 members 
Mstep: Class 21 contains 223692 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 202Q: 26 clusters Score -1.385604e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63490 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204558 members 
Mstep: Class 6 contains 178983 members 
Mstep: Class 7 contains 44527 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54034 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160008 members 
Mstep: Class 21 contains 223697 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 203Q: 26 clusters Score -1.385604e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63490 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204553 members 
Mstep: Class 6 contains 178989 members 
Mstep: Class 7 contains 44518 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160013 members 
Mstep: Class 21 contains 223699 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 204Q: 26 clusters Score -1.385604e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63490 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204554 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 7 contains 44512 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160018 members 
Mstep: Class 21 contains 223699 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 205Q: 26 clusters Score -1.385604e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63492 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204551 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 7 contains 44506 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160020 members 
Mstep: Class 21 contains 223702 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560464.000000 Penalty: 86203.304688
Iteration 206Q: 26 clusters Score -1.385605e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63491 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204550 members 
Mstep: Class 6 contains 178995 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160021 members 
Mstep: Class 21 contains 223708 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560464.000000 Penalty: 86203.304688
Iteration 207Q: 26 clusters Score -1.385605e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63492 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204551 members 
Mstep: Class 6 contains 178998 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54036 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160026 members 
Mstep: Class 21 contains 223706 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 208Q: 26 clusters Score -1.385604e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63492 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204555 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44483 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54037 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 8079 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160032 members 
Mstep: Class 21 contains 223702 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560368.000000 Penalty: 86203.304688
Iteration 209Q: 26 clusters Score -1.385604e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63493 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204553 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44479 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54039 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160034 members 
Mstep: Class 21 contains 223699 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560464.000000 Penalty: 86203.304688
Iteration 210Q: 26 clusters Score -1.385605e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63494 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204558 members 
Mstep: Class 6 contains 178998 members 
Mstep: Class 7 contains 44474 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54042 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160036 members 
Mstep: Class 21 contains 223692 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 211Q: 26 clusters Score -1.385605e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204558 members 
Mstep: Class 6 contains 178995 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54044 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160041 members 
Mstep: Class 21 contains 223687 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560528.000000 Penalty: 86203.304688
Iteration 212Q: 26 clusters Score -1.385605e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204560 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54044 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160044 members 
Mstep: Class 21 contains 223687 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 213Q: 26 clusters Score -1.385605e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204563 members 
Mstep: Class 6 contains 178997 members 
Mstep: Class 7 contains 44464 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54047 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160048 members 
Mstep: Class 21 contains 223681 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 214Q: 26 clusters Score -1.385604e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204570 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54049 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3561 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160050 members 
Mstep: Class 21 contains 223677 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 215Q: 26 clusters Score -1.385604e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204573 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54049 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3560 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160052 members 
Mstep: Class 21 contains 223677 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 216Q: 26 clusters Score -1.385605e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204575 members 
Mstep: Class 6 contains 179001 members 
Mstep: Class 7 contains 44445 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54050 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87074 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160058 members 
Mstep: Class 21 contains 223675 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 217Q: 26 clusters Score -1.385604e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204579 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54052 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160062 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 218Q: 26 clusters Score -1.385605e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204582 members 
Mstep: Class 6 contains 178998 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160064 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560464.000000 Penalty: 86203.304688
Iteration 219Q: 26 clusters Score -1.385605e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63495 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204584 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 7 contains 44429 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160063 members 
Mstep: Class 21 contains 223674 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 220F: 26 clusters Score -1.385604e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204588 members 
Mstep: Class 6 contains 179001 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160069 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560384.000000 Penalty: 86203.304688
Iteration 221Q: 26 clusters Score -1.385604e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204592 members 
Mstep: Class 6 contains 179003 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160074 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 222Q: 26 clusters Score -1.385604e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63497 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204594 members 
Mstep: Class 6 contains 179004 members 
Mstep: Class 7 contains 44405 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160075 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 223Q: 26 clusters Score -1.385604e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204602 members 
Mstep: Class 6 contains 179001 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160072 members 
Mstep: Class 21 contains 223668 members 
Mstep: Class 22 contains 22594 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560528.000000 Penalty: 86203.304688
Iteration 224Q: 26 clusters Score -1.385605e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204605 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160073 members 
Mstep: Class 21 contains 223674 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 225Q: 26 clusters Score -1.385605e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204614 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160071 members 
Mstep: Class 21 contains 223673 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560512.000000 Penalty: 86203.304688
Iteration 226Q: 26 clusters Score -1.385605e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204623 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 7 contains 44383 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8082 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160067 members 
Mstep: Class 21 contains 223672 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560384.000000 Penalty: 86203.304688
Iteration 227Q: 26 clusters Score -1.385604e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204629 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8083 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160065 members 
Mstep: Class 21 contains 223671 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 228Q: 26 clusters Score -1.385604e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204631 members 
Mstep: Class 6 contains 178998 members 
Mstep: Class 7 contains 44378 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 87075 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160063 members 
Mstep: Class 21 contains 223672 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560400.000000 Penalty: 86203.304688
Iteration 229Q: 26 clusters Score -1.385604e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204635 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160063 members 
Mstep: Class 21 contains 223671 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 230Q: 26 clusters Score -1.385605e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204633 members 
Mstep: Class 6 contains 178992 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160070 members 
Mstep: Class 21 contains 223672 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560480.000000 Penalty: 86203.304688
Iteration 231Q: 26 clusters Score -1.385605e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204634 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160074 members 
Mstep: Class 21 contains 223670 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560496.000000 Penalty: 86203.304688
Iteration 232Q: 26 clusters Score -1.385605e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204634 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160074 members 
Mstep: Class 21 contains 223669 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 233Q: 26 clusters Score -1.385604e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204639 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160076 members 
Mstep: Class 21 contains 223666 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560448.000000 Penalty: 86203.304688
Iteration 234Q: 26 clusters Score -1.385604e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204639 members 
Mstep: Class 6 contains 178992 members 
Mstep: Class 7 contains 44370 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160081 members 
Mstep: Class 21 contains 223666 members 
Mstep: Class 22 contains 22587 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560432.000000 Penalty: 86203.304688
Iteration 235Q: 26 clusters Score -1.385604e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204638 members 
Mstep: Class 6 contains 178991 members 
Mstep: Class 7 contains 44368 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160089 members 
Mstep: Class 21 contains 223664 members 
Mstep: Class 22 contains 22584 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560400.000000 Penalty: 86203.304688
Iteration 236Q: 26 clusters Score -1.385604e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204635 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44368 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54055 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160093 members 
Mstep: Class 21 contains 223661 members 
Mstep: Class 22 contains 22581 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560384.000000 Penalty: 86203.304688
Iteration 237Q: 26 clusters Score -1.385604e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204637 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54057 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160096 members 
Mstep: Class 21 contains 223660 members 
Mstep: Class 22 contains 22579 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560416.000000 Penalty: 86203.304688
Iteration 238Q: 26 clusters Score -1.385604e+08 nChanged 18
Entering ConstructFrom: 
Score: -138560416.000000 Penalty: 86203.304688
Entering ConstructFrom: 
Trying to split cluster 1 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -370394.531250 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -370394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367144.750000 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -367144.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -367795.968750 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -367796 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -368002.000000 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -368002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368137.656250 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -368137.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -368240.625000 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -368240.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -368328.343750 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -368328.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -368392.031250 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -368392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -368448.000000 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -368448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -368496.468750 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -368496.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -368538.843750 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -368538.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -368581.843750 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -368581.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -368624.562500 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -368624.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -368661.406250 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -368661.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -368689.718750 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -368689.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -368712.593750 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -368712.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -368730.062500 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -368730.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -368744.937500 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -368744.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -368758.843750 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -368758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -368769.781250 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -368769.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -368782.593750 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -368782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -368790.718750 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -368790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -368799.187500 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -368799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -368806.437500 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -368806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -368811.656250 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -368811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -368815.687500 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -368815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -368820.500000 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -368820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -368823.656250 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -368823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -368828.687500 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -368828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -368832.625000 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -368832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -368836.875000 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -368836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -368839.687500 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -368839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -368841.718750 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -368841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -368843.343750 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -368843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -368844.656250 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -368844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -368852.437500 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -368852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -368857.250000 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -368857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -368860.968750 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -368861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368861.750000 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -368861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -368863.062500 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -368863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -368865.125000 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -368865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -368868.218750 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -368868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -368869.656250 Penalty: 3975.766113
	Iteration 41Q: 3 clusters Score -368869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -368871.375000 Penalty: 3975.766113
	Iteration 42Q: 3 clusters Score -368871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -368875.312500 Penalty: 3975.766113
	Iteration 43Q: 3 clusters Score -368875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -368877.625000 Penalty: 3975.766113
	Iteration 44Q: 3 clusters Score -368877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -368878.125000 Penalty: 3975.766113
	Iteration 45Q: 3 clusters Score -368878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -368878.656250 Penalty: 3975.766113
	Iteration 46Q: 3 clusters Score -368878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -368878.656250 Penalty: 3975.766113
	Iteration 47Q: 3 clusters Score -368878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -368878.656250 Penalty: 3975.766113
	Iteration 48F: 3 clusters Score -368878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22858.492188 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22858.49 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 96 members 
Entering Unmasked Estep 
Score: -21735.525391 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21735.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21804.228516 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21804.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21815.451172 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21815.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21823.830078 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21823.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21823.830078 Penalty: 2672.979736
	Iteration 4F: 3 clusters Score -21823.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Entering Unmasked Estep 
Score: -8221836.000000 Penalty: 2742.577393
	Iteration 0F: 2 clusters Score -8221836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -8179260.000000 Penalty: 5485.154785
	Iteration 0F: 3 clusters Score -8179260 nChanged 29616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -8196025.000000 Penalty: 5485.154785
	Iteration 1F: 3 clusters Score -8196025 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -8197006.500000 Penalty: 5485.154785
	Iteration 2Q: 3 clusters Score -8197006 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -8198183.500000 Penalty: 5485.154785
	Iteration 3Q: 3 clusters Score -8198184 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -8199880.500000 Penalty: 5485.154785
	Iteration 4F: 3 clusters Score -8199880 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -8201737.000000 Penalty: 5485.154785
	Iteration 5F: 3 clusters Score -8201737 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8203847.000000 Penalty: 5485.154785
	Iteration 6F: 3 clusters Score -8203847 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -8205652.500000 Penalty: 5485.154785
	Iteration 7F: 3 clusters Score -8205652 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -8207330.500000 Penalty: 5485.154785
	Iteration 8F: 3 clusters Score -8207330 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -8208804.000000 Penalty: 5485.154785
	Iteration 9Q: 3 clusters Score -8208804 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -8210150.000000 Penalty: 5485.154785
	Iteration 10Q: 3 clusters Score -8210150 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -8211468.000000 Penalty: 5485.154785
	Iteration 11Q: 3 clusters Score -8211468 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -8212887.000000 Penalty: 5485.154785
	Iteration 12Q: 3 clusters Score -8212887 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -8214264.500000 Penalty: 5485.154785
	Iteration 13Q: 3 clusters Score -8214264 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -8215461.500000 Penalty: 5485.154785
	Iteration 14Q: 3 clusters Score -8215462 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -8216375.000000 Penalty: 5485.154785
	Iteration 15Q: 3 clusters Score -8216375 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8217065.000000 Penalty: 5485.154785
	Iteration 16Q: 3 clusters Score -8217065 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8217594.500000 Penalty: 5485.154785
	Iteration 17Q: 3 clusters Score -8217594 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8217962.500000 Penalty: 5485.154785
	Iteration 18Q: 3 clusters Score -8217962 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8218323.000000 Penalty: 5485.154785
	Iteration 19Q: 3 clusters Score -8218323 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8218597.000000 Penalty: 5485.154785
	Iteration 20F: 3 clusters Score -8218597 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8218801.500000 Penalty: 5485.154785
	Iteration 21Q: 3 clusters Score -8218802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8218946.500000 Penalty: 5485.154785
	Iteration 22Q: 3 clusters Score -8218946 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8219054.500000 Penalty: 5485.154785
	Iteration 23Q: 3 clusters Score -8219054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8219124.500000 Penalty: 5485.154785
	Iteration 24Q: 3 clusters Score -8219124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8219189.000000 Penalty: 5485.154785
	Iteration 25Q: 3 clusters Score -8219189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8219232.500000 Penalty: 5485.154785
	Iteration 26Q: 3 clusters Score -8219232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8219255.500000 Penalty: 5485.154785
	Iteration 27Q: 3 clusters Score -8219256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8219298.500000 Penalty: 5485.154785
	Iteration 28Q: 3 clusters Score -8219298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8219306.500000 Penalty: 5485.154785
	Iteration 29Q: 3 clusters Score -8219306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8219319.500000 Penalty: 5485.154785
	Iteration 30Q: 3 clusters Score -8219320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8219340.500000 Penalty: 5485.154785
	Iteration 31Q: 3 clusters Score -8219340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8219361.500000 Penalty: 5485.154785
	Iteration 32Q: 3 clusters Score -8219362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8219382.000000 Penalty: 5485.154785
	Iteration 33Q: 3 clusters Score -8219382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8219390.500000 Penalty: 5485.154785
	Iteration 34Q: 3 clusters Score -8219390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8219411.500000 Penalty: 5485.154785
	Iteration 35Q: 3 clusters Score -8219412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8219413.500000 Penalty: 5485.154785
	Iteration 36Q: 3 clusters Score -8219414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8219417.000000 Penalty: 5485.154785
	Iteration 37Q: 3 clusters Score -8219417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8219421.000000 Penalty: 5485.154785
	Iteration 38Q: 3 clusters Score -8219421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8219430.500000 Penalty: 5485.154785
	Iteration 39Q: 3 clusters Score -8219430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8219424.000000 Penalty: 5485.154785
	Iteration 40F: 3 clusters Score -8219424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8219430.500000 Penalty: 5485.154785
	Iteration 41Q: 3 clusters Score -8219430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8219427.000000 Penalty: 5485.154785
	Iteration 42Q: 3 clusters Score -8219427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8219420.500000 Penalty: 5485.154785
	Iteration 43Q: 3 clusters Score -8219420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8219426.000000 Penalty: 5485.154785
	Iteration 44Q: 3 clusters Score -8219426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8219428.500000 Penalty: 5485.154785
	Iteration 45Q: 3 clusters Score -8219428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8219426.000000 Penalty: 5485.154785
	Iteration 46Q: 3 clusters Score -8219426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8219434.500000 Penalty: 5485.154785
	Iteration 47Q: 3 clusters Score -8219434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8219434.000000 Penalty: 5485.154785
	Iteration 48Q: 3 clusters Score -8219434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8219440.500000 Penalty: 5485.154785
	Iteration 49Q: 3 clusters Score -8219440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8219441.000000 Penalty: 5485.154785
	Iteration 50Q: 3 clusters Score -8219441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8219448.500000 Penalty: 5485.154785
	Iteration 51Q: 3 clusters Score -8219448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8219447.500000 Penalty: 5485.154785
	Iteration 52Q: 3 clusters Score -8219448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8219455.000000 Penalty: 5485.154785
	Iteration 53Q: 3 clusters Score -8219455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8219455.000000 Penalty: 5485.154785
	Iteration 54F: 3 clusters Score -8219455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -431426.218750 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -431426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -427953.156250 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -427953.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -428669.531250 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -428669.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -428815.843750 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -428815.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -428898.375000 Penalty: 4025.001465
	Iteration 3Q: 3 clusters Score -428898.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -428949.437500 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -428949.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -428984.250000 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -428984.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -429017.031250 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -429017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -429038.875000 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -429038.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -429053.562500 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -429053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -429068.687500 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -429068.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429079.562500 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -429079.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -429089.656250 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -429089.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -429096.187500 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -429096.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -429100.468750 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -429100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -429103.187500 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -429103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -429104.562500 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -429104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -429104.718750 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -429104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -429106.125000 Penalty: 4025.001465
	Iteration 17Q: 3 clusters Score -429106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -429105.968750 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -429106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -429107.468750 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -429107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -429107.781250 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -429107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204638 members 
Entering Unmasked Estep 
Score: -26437510.000000 Penalty: 3032.791504
	Iteration 0F: 2 clusters Score -2.643751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -26305528.000000 Penalty: 6065.583008
	Iteration 0F: 3 clusters Score -2.630553e+07 nChanged 98494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -26364084.000000 Penalty: 6065.583008
	Iteration 1F: 3 clusters Score -2.636408e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -26365660.000000 Penalty: 6065.583008
	Iteration 2Q: 3 clusters Score -2.636566e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -26368302.000000 Penalty: 6065.583008
	Iteration 3Q: 3 clusters Score -2.63683e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -26371864.000000 Penalty: 6065.583008
	Iteration 4Q: 3 clusters Score -2.637186e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -26376346.000000 Penalty: 6065.583008
	Iteration 5Q: 3 clusters Score -2.637635e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -26382252.000000 Penalty: 6065.583008
	Iteration 6F: 3 clusters Score -2.638225e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -26389526.000000 Penalty: 6065.583008
	Iteration 7F: 3 clusters Score -2.638953e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -26397996.000000 Penalty: 6065.583008
	Iteration 8F: 3 clusters Score -2.6398e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -26405684.000000 Penalty: 6065.583008
	Iteration 9F: 3 clusters Score -2.640568e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -26409992.000000 Penalty: 6065.583008
	Iteration 10Q: 3 clusters Score -2.640999e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127844 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -26411754.000000 Penalty: 6065.583008
	Iteration 11Q: 3 clusters Score -2.641175e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -26412474.000000 Penalty: 6065.583008
	Iteration 12Q: 3 clusters Score -2.641247e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -26412980.000000 Penalty: 6065.583008
	Iteration 13Q: 3 clusters Score -2.641298e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130999 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -26413306.000000 Penalty: 6065.583008
	Iteration 14Q: 3 clusters Score -2.641331e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132209 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -26413720.000000 Penalty: 6065.583008
	Iteration 15Q: 3 clusters Score -2.641372e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133475 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -26413940.000000 Penalty: 6065.583008
	Iteration 16Q: 3 clusters Score -2.641394e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -26414360.000000 Penalty: 6065.583008
	Iteration 17Q: 3 clusters Score -2.641436e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136381 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -26414704.000000 Penalty: 6065.583008
	Iteration 18Q: 3 clusters Score -2.64147e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -26415072.000000 Penalty: 6065.583008
	Iteration 19Q: 3 clusters Score -2.641507e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -26415240.000000 Penalty: 6065.583008
	Iteration 20F: 3 clusters Score -2.641524e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -26415628.000000 Penalty: 6065.583008
	Iteration 21Q: 3 clusters Score -2.641563e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -26416028.000000 Penalty: 6065.583008
	Iteration 22Q: 3 clusters Score -2.641603e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -26416448.000000 Penalty: 6065.583008
	Iteration 23Q: 3 clusters Score -2.641645e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -26416948.000000 Penalty: 6065.583008
	Iteration 24Q: 3 clusters Score -2.641695e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -26417226.000000 Penalty: 6065.583008
	Iteration 25Q: 3 clusters Score -2.641723e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -26417504.000000 Penalty: 6065.583008
	Iteration 26Q: 3 clusters Score -2.64175e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -26417814.000000 Penalty: 6065.583008
	Iteration 27Q: 3 clusters Score -2.641781e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -26418266.000000 Penalty: 6065.583008
	Iteration 28Q: 3 clusters Score -2.641827e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -26418812.000000 Penalty: 6065.583008
	Iteration 29Q: 3 clusters Score -2.641881e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -26419260.000000 Penalty: 6065.583008
	Iteration 30Q: 3 clusters Score -2.641926e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -26419632.000000 Penalty: 6065.583008
	Iteration 31Q: 3 clusters Score -2.641963e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -26420098.000000 Penalty: 6065.583008
	Iteration 32Q: 3 clusters Score -2.64201e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161845 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -26420694.000000 Penalty: 6065.583008
	Iteration 33Q: 3 clusters Score -2.642069e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -26421212.000000 Penalty: 6065.583008
	Iteration 34Q: 3 clusters Score -2.642121e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -26421728.000000 Penalty: 6065.583008
	Iteration 35Q: 3 clusters Score -2.642173e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167890 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -26422558.000000 Penalty: 6065.583008
	Iteration 36Q: 3 clusters Score -2.642256e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -26423188.000000 Penalty: 6065.583008
	Iteration 37Q: 3 clusters Score -2.642319e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172632 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -26423860.000000 Penalty: 6065.583008
	Iteration 38Q: 3 clusters Score -2.642386e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175046 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -26424604.000000 Penalty: 6065.583008
	Iteration 39Q: 3 clusters Score -2.64246e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -26425430.000000 Penalty: 6065.583008
	Iteration 40F: 3 clusters Score -2.642543e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179901 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -26426188.000000 Penalty: 6065.583008
	Iteration 41Q: 3 clusters Score -2.642619e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182433 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -26427010.000000 Penalty: 6065.583008
	Iteration 42Q: 3 clusters Score -2.642701e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184934 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -26427740.000000 Penalty: 6065.583008
	Iteration 43Q: 3 clusters Score -2.642774e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -26428804.000000 Penalty: 6065.583008
	Iteration 44Q: 3 clusters Score -2.64288e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189833 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -26429760.000000 Penalty: 6065.583008
	Iteration 45Q: 3 clusters Score -2.642976e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -26430666.000000 Penalty: 6065.583008
	Iteration 46Q: 3 clusters Score -2.643067e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194197 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -26431540.000000 Penalty: 6065.583008
	Iteration 47Q: 3 clusters Score -2.643154e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -26432248.000000 Penalty: 6065.583008
	Iteration 48Q: 3 clusters Score -2.643225e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -26432832.000000 Penalty: 6065.583008
	Iteration 49Q: 3 clusters Score -2.643283e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -26433234.000000 Penalty: 6065.583008
	Iteration 50Q: 3 clusters Score -2.643323e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199754 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -26433656.000000 Penalty: 6065.583008
	Iteration 51Q: 3 clusters Score -2.643366e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -26433978.000000 Penalty: 6065.583008
	Iteration 52Q: 3 clusters Score -2.643398e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201150 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -26434136.000000 Penalty: 6065.583008
	Iteration 53Q: 3 clusters Score -2.643414e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -26434234.000000 Penalty: 6065.583008
	Iteration 54Q: 3 clusters Score -2.643423e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201998 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -26434340.000000 Penalty: 6065.583008
	Iteration 55Q: 3 clusters Score -2.643434e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202276 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -26434460.000000 Penalty: 6065.583008
	Iteration 56Q: 3 clusters Score -2.643446e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202489 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26434546.000000 Penalty: 6065.583008
	Iteration 57Q: 3 clusters Score -2.643455e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202671 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -26434628.000000 Penalty: 6065.583008
	Iteration 58Q: 3 clusters Score -2.643463e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202814 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -26434672.000000 Penalty: 6065.583008
	Iteration 59Q: 3 clusters Score -2.643467e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202939 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -26434712.000000 Penalty: 6065.583008
	Iteration 60F: 3 clusters Score -2.643471e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -26434744.000000 Penalty: 6065.583008
	Iteration 61Q: 3 clusters Score -2.643474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203079 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -26434782.000000 Penalty: 6065.583008
	Iteration 62Q: 3 clusters Score -2.643478e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203145 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26434802.000000 Penalty: 6065.583008
	Iteration 63Q: 3 clusters Score -2.64348e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203218 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -26434850.000000 Penalty: 6065.583008
	Iteration 64Q: 3 clusters Score -2.643485e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203272 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -26434862.000000 Penalty: 6065.583008
	Iteration 65Q: 3 clusters Score -2.643486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203323 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -26434892.000000 Penalty: 6065.583008
	Iteration 66Q: 3 clusters Score -2.643489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203367 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -26434892.000000 Penalty: 6065.583008
	Iteration 67Q: 3 clusters Score -2.643489e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203407 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -26434900.000000 Penalty: 6065.583008
	Iteration 68Q: 3 clusters Score -2.64349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203436 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -26434928.000000 Penalty: 6065.583008
	Iteration 69Q: 3 clusters Score -2.643493e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203466 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -26434946.000000 Penalty: 6065.583008
	Iteration 70Q: 3 clusters Score -2.643495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203492 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -26434968.000000 Penalty: 6065.583008
	Iteration 71Q: 3 clusters Score -2.643497e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -26435000.000000 Penalty: 6065.583008
	Iteration 72Q: 3 clusters Score -2.6435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203526 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -26435022.000000 Penalty: 6065.583008
	Iteration 73Q: 3 clusters Score -2.643502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203531 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -26435000.000000 Penalty: 6065.583008
	Iteration 74Q: 3 clusters Score -2.6435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203532 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -26435014.000000 Penalty: 6065.583008
	Iteration 75Q: 3 clusters Score -2.643501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203537 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -26434994.000000 Penalty: 6065.583008
	Iteration 76Q: 3 clusters Score -2.643499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203545 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -26435000.000000 Penalty: 6065.583008
	Iteration 77Q: 3 clusters Score -2.6435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203555 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -26434994.000000 Penalty: 6065.583008
	Iteration 78Q: 3 clusters Score -2.643499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203562 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -26435018.000000 Penalty: 6065.583008
	Iteration 79Q: 3 clusters Score -2.643502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203572 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -26435016.000000 Penalty: 6065.583008
	Iteration 80F: 3 clusters Score -2.643502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203585 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -26435018.000000 Penalty: 6065.583008
	Iteration 81Q: 3 clusters Score -2.643502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -26435026.000000 Penalty: 6065.583008
	Iteration 82Q: 3 clusters Score -2.643503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -26435036.000000 Penalty: 6065.583008
	Iteration 83Q: 3 clusters Score -2.643504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203597 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -26435040.000000 Penalty: 6065.583008
	Iteration 84Q: 3 clusters Score -2.643504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -26435038.000000 Penalty: 6065.583008
	Iteration 85Q: 3 clusters Score -2.643504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -26435032.000000 Penalty: 6065.583008
	Iteration 86Q: 3 clusters Score -2.643503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -26435032.000000 Penalty: 6065.583008
	Iteration 87F: 3 clusters Score -2.643503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178994 members 
Entering Unmasked Estep 
Score: -23196204.000000 Penalty: 2999.586914
	Iteration 0F: 2 clusters Score -2.31962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -23081140.000000 Penalty: 5999.173828
	Iteration 0F: 3 clusters Score -2.308114e+07 nChanged 85704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -23131014.000000 Penalty: 5999.173828
	Iteration 1F: 3 clusters Score -2.313101e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -23132420.000000 Penalty: 5999.173828
	Iteration 2Q: 3 clusters Score -2.313242e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -23134460.000000 Penalty: 5999.173828
	Iteration 3Q: 3 clusters Score -2.313446e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -23138066.000000 Penalty: 5999.173828
	Iteration 4Q: 3 clusters Score -2.313807e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -23144294.000000 Penalty: 5999.173828
	Iteration 5F: 3 clusters Score -2.314429e+07 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -23153774.000000 Penalty: 5999.173828
	Iteration 6F: 3 clusters Score -2.315377e+07 nChanged 14922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -23166074.000000 Penalty: 5999.173828
	Iteration 7F: 3 clusters Score -2.316607e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -23177812.000000 Penalty: 5999.173828
	Iteration 8F: 3 clusters Score -2.317781e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -23186128.000000 Penalty: 5999.173828
	Iteration 9F: 3 clusters Score -2.318613e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -23190414.000000 Penalty: 5999.173828
	Iteration 10Q: 3 clusters Score -2.319041e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23192278.000000 Penalty: 5999.173828
	Iteration 11Q: 3 clusters Score -2.319228e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177668 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23193072.000000 Penalty: 5999.173828
	Iteration 12Q: 3 clusters Score -2.319307e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23193336.000000 Penalty: 5999.173828
	Iteration 13Q: 3 clusters Score -2.319334e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23193440.000000 Penalty: 5999.173828
	Iteration 14Q: 3 clusters Score -2.319344e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23193526.000000 Penalty: 5999.173828
	Iteration 15Q: 3 clusters Score -2.319353e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -23193602.000000 Penalty: 5999.173828
	Iteration 16Q: 3 clusters Score -2.31936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23193634.000000 Penalty: 5999.173828
	Iteration 17Q: 3 clusters Score -2.319363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178547 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23193664.000000 Penalty: 5999.173828
	Iteration 18Q: 3 clusters Score -2.319366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23193676.000000 Penalty: 5999.173828
	Iteration 19Q: 3 clusters Score -2.319368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23193662.000000 Penalty: 5999.173828
	Iteration 20F: 3 clusters Score -2.319366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23193684.000000 Penalty: 5999.173828
	Iteration 21Q: 3 clusters Score -2.319368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23193672.000000 Penalty: 5999.173828
	Iteration 22Q: 3 clusters Score -2.319367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178585 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23193696.000000 Penalty: 5999.173828
	Iteration 23Q: 3 clusters Score -2.31937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23193700.000000 Penalty: 5999.173828
	Iteration 24Q: 3 clusters Score -2.31937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23193710.000000 Penalty: 5999.173828
	Iteration 25Q: 3 clusters Score -2.319371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23193710.000000 Penalty: 5999.173828
	Iteration 26Q: 3 clusters Score -2.319371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23193716.000000 Penalty: 5999.173828
	Iteration 27Q: 3 clusters Score -2.319372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23193716.000000 Penalty: 5999.173828
	Iteration 28F: 3 clusters Score -2.319372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Entering Unmasked Estep 
Score: -5810028.000000 Penalty: 2653.656738
	Iteration 0F: 2 clusters Score -5810028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5780163.000000 Penalty: 5307.313477
	Iteration 0F: 3 clusters Score -5780163 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5791345.000000 Penalty: 5307.313477
	Iteration 1F: 3 clusters Score -5791345 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5792090.500000 Penalty: 5307.313477
	Iteration 2Q: 3 clusters Score -5792090 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5793047.500000 Penalty: 5307.313477
	Iteration 3Q: 3 clusters Score -5793048 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5794316.000000 Penalty: 5307.313477
	Iteration 4F: 3 clusters Score -5794316 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5796005.000000 Penalty: 5307.313477
	Iteration 5F: 3 clusters Score -5796005 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5798162.000000 Penalty: 5307.313477
	Iteration 6F: 3 clusters Score -5798162 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5800653.500000 Penalty: 5307.313477
	Iteration 7F: 3 clusters Score -5800654 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5803044.500000 Penalty: 5307.313477
	Iteration 8F: 3 clusters Score -5803044 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5804834.500000 Penalty: 5307.313477
	Iteration 9Q: 3 clusters Score -5804834 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5806075.000000 Penalty: 5307.313477
	Iteration 10Q: 3 clusters Score -5806075 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5806784.500000 Penalty: 5307.313477
	Iteration 11Q: 3 clusters Score -5806784 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5807187.500000 Penalty: 5307.313477
	Iteration 12Q: 3 clusters Score -5807188 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5807397.500000 Penalty: 5307.313477
	Iteration 13Q: 3 clusters Score -5807398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5807503.000000 Penalty: 5307.313477
	Iteration 14Q: 3 clusters Score -5807503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5807563.000000 Penalty: 5307.313477
	Iteration 15Q: 3 clusters Score -5807563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5807606.000000 Penalty: 5307.313477
	Iteration 16Q: 3 clusters Score -5807606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5807639.500000 Penalty: 5307.313477
	Iteration 17Q: 3 clusters Score -5807640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5807660.500000 Penalty: 5307.313477
	Iteration 18Q: 3 clusters Score -5807660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5807667.000000 Penalty: 5307.313477
	Iteration 19Q: 3 clusters Score -5807667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5807680.500000 Penalty: 5307.313477
	Iteration 20F: 3 clusters Score -5807680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5807695.000000 Penalty: 5307.313477
	Iteration 21Q: 3 clusters Score -5807695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5807697.000000 Penalty: 5307.313477
	Iteration 22Q: 3 clusters Score -5807697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5807709.000000 Penalty: 5307.313477
	Iteration 23Q: 3 clusters Score -5807709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5807706.000000 Penalty: 5307.313477
	Iteration 24Q: 3 clusters Score -5807706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5807714.500000 Penalty: 5307.313477
	Iteration 25Q: 3 clusters Score -5807714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5807708.000000 Penalty: 5307.313477
	Iteration 26Q: 3 clusters Score -5807708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5807709.500000 Penalty: 5307.313477
	Iteration 27Q: 3 clusters Score -5807710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5807719.000000 Penalty: 5307.313477
	Iteration 28Q: 3 clusters Score -5807719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5807723.000000 Penalty: 5307.313477
	Iteration 29Q: 3 clusters Score -5807723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5807723.500000 Penalty: 5307.313477
	Iteration 30Q: 3 clusters Score -5807724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5807723.500000 Penalty: 5307.313477
	Iteration 31F: 3 clusters Score -5807724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -45934.7 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 228 members 
Entering Unmasked Estep 
Score: -44580.195312 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -44580.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44774.582031 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -44774.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44856.593750 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -44856.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44883.835938 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -44883.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44889.441406 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -44889.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44893.988281 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -44893.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44893.988281 Penalty: 2990.026123
	Iteration 6F: 3 clusters Score -44893.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -507112.281250 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -507112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -503180.187500 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -503180.2 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -504058.968750 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -504059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -504271.937500 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -504271.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -504408.718750 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -504408.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -504496.750000 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -504496.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -504567.906250 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -504567.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -504628.156250 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -504628.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -504675.593750 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -504675.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -504717.031250 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -504717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -504750.750000 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -504750.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -504783.468750 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -504783.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -504810.562500 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -504810.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -504853.343750 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -504853.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -504901.843750 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -504901.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -504946.968750 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -504947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -504989.625000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -504989.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -505055.781250 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -505055.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -505110.062500 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -505110.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -505154.375000 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -505154.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -505212.437500 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -505212.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -505258.031250 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -505258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -505289.281250 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -505289.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -505310.062500 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -505310.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -505335.562500 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -505335.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -505361.531250 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -505361.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -505380.781250 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -505380.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -505395.687500 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -505395.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -505409.156250 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -505409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -505419.562500 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -505419.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -505426.812500 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -505426.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -505435.656250 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -505435.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505441.937500 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -505441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -505445.062500 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -505445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -505451.312500 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -505451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -505454.031250 Penalty: 4116.198730
	Iteration 34Q: 3 clusters Score -505454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -505454.750000 Penalty: 4116.198730
	Iteration 35Q: 3 clusters Score -505454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -505456.093750 Penalty: 4116.198730
	Iteration 36Q: 3 clusters Score -505456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -505457.968750 Penalty: 4116.198730
	Iteration 37Q: 3 clusters Score -505458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -505460.093750 Penalty: 4116.198730
	Iteration 38Q: 3 clusters Score -505460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -505460.843750 Penalty: 4116.198730
	Iteration 39Q: 3 clusters Score -505460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -505461.093750 Penalty: 4116.198730
	Iteration 40F: 3 clusters Score -505461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505461.843750 Penalty: 4116.198730
	Iteration 41Q: 3 clusters Score -505461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -505461.906250 Penalty: 4116.198730
	Iteration 42Q: 3 clusters Score -505461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505461.718750 Penalty: 4116.198730
	Iteration 43Q: 3 clusters Score -505461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -505463.812500 Penalty: 4116.198730
	Iteration 44Q: 3 clusters Score -505463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -505465.281250 Penalty: 4116.198730
	Iteration 45Q: 3 clusters Score -505465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -505467.156250 Penalty: 4116.198730
	Iteration 46Q: 3 clusters Score -505467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -505469.968750 Penalty: 4116.198730
	Iteration 47Q: 3 clusters Score -505470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -505471.531250 Penalty: 4116.198730
	Iteration 48Q: 3 clusters Score -505471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -505473.156250 Penalty: 4116.198730
	Iteration 49Q: 3 clusters Score -505473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -505472.062500 Penalty: 4116.198730
	Iteration 50Q: 3 clusters Score -505472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -505472.062500 Penalty: 4116.198730
	Iteration 51F: 3 clusters Score -505472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -639919.000000 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -639919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -635269.875000 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -635269.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -636408.812500 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -636408.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -636676.625000 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -636676.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -636880.187500 Penalty: 4244.743652
	Iteration 3F: 3 clusters Score -636880.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -637053.875000 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -637053.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -637237.687500 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -637237.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -637414.500000 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -637414.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -637649.000000 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -637649 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -637919.375000 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -637919.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -638144.062500 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -638144.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -638354.625000 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -638354.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -638510.250000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -638510.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -638598.000000 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -638598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -638652.187500 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -638652.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -638688.812500 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -638688.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -638712.687500 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -638712.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -638725.250000 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -638725.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -638733.437500 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -638733.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -638741.500000 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -638741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -638745.562500 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -638745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -638746.625000 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -638746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638748.937500 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -638748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638749.187500 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -638749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -638750.125000 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -638750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638749.625000 Penalty: 4244.743652
	Iteration 24Q: 3 clusters Score -638749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -638750.562500 Penalty: 4244.743652
	Iteration 25Q: 3 clusters Score -638750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -638752.625000 Penalty: 4244.743652
	Iteration 26Q: 3 clusters Score -638752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -638753.375000 Penalty: 4244.743652
	Iteration 27Q: 3 clusters Score -638753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -638754.937500 Penalty: 4244.743652
	Iteration 28Q: 3 clusters Score -638754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -638755.500000 Penalty: 4244.743652
	Iteration 29Q: 3 clusters Score -638755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -638755.500000 Penalty: 4244.743652
	Iteration 30Q: 3 clusters Score -638755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -638755.500000 Penalty: 4244.743652
	Iteration 31F: 3 clusters Score -638755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -138891.484375 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -138891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136836.953125 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -136837 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137163.984375 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -137164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137246.234375 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -137246.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137296.765625 Penalty: 3498.149658
	Iteration 3Q: 3 clusters Score -137296.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137332.640625 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -137332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137351.250000 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -137351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137365.640625 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -137365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137371.546875 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -137371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137374.437500 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -137374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137376.343750 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -137376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137379.953125 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -137380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137383.437500 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -137383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137384.578125 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -137384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137385.453125 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -137385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137385.453125 Penalty: 3498.149658
	Iteration 14F: 3 clusters Score -137385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Entering Unmasked Estep 
Score: -6798339.000000 Penalty: 2702.662109
	Iteration 0F: 2 clusters Score -6798339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -6762008.000000 Penalty: 5405.324219
	Iteration 0F: 3 clusters Score -6762008 nChanged 24848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6775644.500000 Penalty: 5405.324219
	Iteration 1F: 3 clusters Score -6775644 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6776037.000000 Penalty: 5405.324219
	Iteration 2Q: 3 clusters Score -6776037 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6776398.000000 Penalty: 5405.324219
	Iteration 3Q: 3 clusters Score -6776398 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6776672.000000 Penalty: 5405.324219
	Iteration 4Q: 3 clusters Score -6776672 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -6776936.000000 Penalty: 5405.324219
	Iteration 5Q: 3 clusters Score -6776936 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -6777195.500000 Penalty: 5405.324219
	Iteration 6Q: 3 clusters Score -6777196 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -6777509.000000 Penalty: 5405.324219
	Iteration 7Q: 3 clusters Score -6777509 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -6777881.000000 Penalty: 5405.324219
	Iteration 8Q: 3 clusters Score -6777881 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6778275.500000 Penalty: 5405.324219
	Iteration 9Q: 3 clusters Score -6778276 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6778952.500000 Penalty: 5405.324219
	Iteration 10Q: 3 clusters Score -6778952 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6780143.500000 Penalty: 5405.324219
	Iteration 11Q: 3 clusters Score -6780144 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -6781900.500000 Penalty: 5405.324219
	Iteration 12F: 3 clusters Score -6781900 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6784113.500000 Penalty: 5405.324219
	Iteration 13F: 3 clusters Score -6784114 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -6786510.000000 Penalty: 5405.324219
	Iteration 14F: 3 clusters Score -6786510 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6788632.000000 Penalty: 5405.324219
	Iteration 15F: 3 clusters Score -6788632 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6790041.000000 Penalty: 5405.324219
	Iteration 16Q: 3 clusters Score -6790041 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -6791077.000000 Penalty: 5405.324219
	Iteration 17Q: 3 clusters Score -6791077 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -6792077.500000 Penalty: 5405.324219
	Iteration 18Q: 3 clusters Score -6792078 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -6793290.500000 Penalty: 5405.324219
	Iteration 19Q: 3 clusters Score -6793290 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6794484.500000 Penalty: 5405.324219
	Iteration 20F: 3 clusters Score -6794484 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -6795286.500000 Penalty: 5405.324219
	Iteration 21Q: 3 clusters Score -6795286 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -6795755.500000 Penalty: 5405.324219
	Iteration 22Q: 3 clusters Score -6795756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6795957.500000 Penalty: 5405.324219
	Iteration 23Q: 3 clusters Score -6795958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -6796054.500000 Penalty: 5405.324219
	Iteration 24Q: 3 clusters Score -6796054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -6796106.000000 Penalty: 5405.324219
	Iteration 25Q: 3 clusters Score -6796106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -6796150.000000 Penalty: 5405.324219
	Iteration 26Q: 3 clusters Score -6796150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -6796195.000000 Penalty: 5405.324219
	Iteration 27Q: 3 clusters Score -6796195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -6796234.000000 Penalty: 5405.324219
	Iteration 28Q: 3 clusters Score -6796234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -6796250.500000 Penalty: 5405.324219
	Iteration 29Q: 3 clusters Score -6796250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -6796280.500000 Penalty: 5405.324219
	Iteration 30Q: 3 clusters Score -6796280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -6796311.000000 Penalty: 5405.324219
	Iteration 31Q: 3 clusters Score -6796311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -6796330.000000 Penalty: 5405.324219
	Iteration 32Q: 3 clusters Score -6796330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6796359.000000 Penalty: 5405.324219
	Iteration 33Q: 3 clusters Score -6796359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -6796378.500000 Penalty: 5405.324219
	Iteration 34Q: 3 clusters Score -6796378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6796402.000000 Penalty: 5405.324219
	Iteration 35Q: 3 clusters Score -6796402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -6796415.500000 Penalty: 5405.324219
	Iteration 36Q: 3 clusters Score -6796416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6796438.000000 Penalty: 5405.324219
	Iteration 37Q: 3 clusters Score -6796438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6796448.000000 Penalty: 5405.324219
	Iteration 38Q: 3 clusters Score -6796448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6796466.500000 Penalty: 5405.324219
	Iteration 39Q: 3 clusters Score -6796466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -6796484.500000 Penalty: 5405.324219
	Iteration 40F: 3 clusters Score -6796484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -6796517.000000 Penalty: 5405.324219
	Iteration 41Q: 3 clusters Score -6796517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6796547.500000 Penalty: 5405.324219
	Iteration 42Q: 3 clusters Score -6796548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -6796557.000000 Penalty: 5405.324219
	Iteration 43Q: 3 clusters Score -6796557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -6796578.000000 Penalty: 5405.324219
	Iteration 44Q: 3 clusters Score -6796578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -6796603.500000 Penalty: 5405.324219
	Iteration 45Q: 3 clusters Score -6796604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6796615.500000 Penalty: 5405.324219
	Iteration 46Q: 3 clusters Score -6796616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -6796632.000000 Penalty: 5405.324219
	Iteration 47Q: 3 clusters Score -6796632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -6796636.000000 Penalty: 5405.324219
	Iteration 48Q: 3 clusters Score -6796636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -6796654.000000 Penalty: 5405.324219
	Iteration 49Q: 3 clusters Score -6796654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -6796660.000000 Penalty: 5405.324219
	Iteration 50Q: 3 clusters Score -6796660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6796677.000000 Penalty: 5405.324219
	Iteration 51Q: 3 clusters Score -6796677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -6796694.000000 Penalty: 5405.324219
	Iteration 52Q: 3 clusters Score -6796694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -6796689.000000 Penalty: 5405.324219
	Iteration 53Q: 3 clusters Score -6796689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6796694.500000 Penalty: 5405.324219
	Iteration 54Q: 3 clusters Score -6796694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -6796696.000000 Penalty: 5405.324219
	Iteration 55Q: 3 clusters Score -6796696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -6796709.500000 Penalty: 5405.324219
	Iteration 56Q: 3 clusters Score -6796710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -6796706.500000 Penalty: 5405.324219
	Iteration 57Q: 3 clusters Score -6796706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -6796710.000000 Penalty: 5405.324219
	Iteration 58Q: 3 clusters Score -6796710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6796722.000000 Penalty: 5405.324219
	Iteration 59Q: 3 clusters Score -6796722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6796728.000000 Penalty: 5405.324219
	Iteration 60F: 3 clusters Score -6796728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6796733.000000 Penalty: 5405.324219
	Iteration 61Q: 3 clusters Score -6796733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6796736.500000 Penalty: 5405.324219
	Iteration 62Q: 3 clusters Score -6796736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6796726.000000 Penalty: 5405.324219
	Iteration 63Q: 3 clusters Score -6796726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6796737.500000 Penalty: 5405.324219
	Iteration 64Q: 3 clusters Score -6796738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -6796746.500000 Penalty: 5405.324219
	Iteration 65Q: 3 clusters Score -6796746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -6796745.000000 Penalty: 5405.324219
	Iteration 66Q: 3 clusters Score -6796745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -6796750.000000 Penalty: 5405.324219
	Iteration 67Q: 3 clusters Score -6796750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6796751.500000 Penalty: 5405.324219
	Iteration 68Q: 3 clusters Score -6796752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -6796754.000000 Penalty: 5405.324219
	Iteration 69Q: 3 clusters Score -6796754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -6796762.000000 Penalty: 5405.324219
	Iteration 70Q: 3 clusters Score -6796762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6796756.500000 Penalty: 5405.324219
	Iteration 71Q: 3 clusters Score -6796756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6796760.500000 Penalty: 5405.324219
	Iteration 72Q: 3 clusters Score -6796760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6796760.500000 Penalty: 5405.324219
	Iteration 73F: 3 clusters Score -6796760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20187.308594 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -20187.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19087.791016 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -19087.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19134.208984 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -19134.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19151.183594 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -19151.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19162.830078 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -19162.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19162.830078 Penalty: 2605.127686
	Iteration 4F: 3 clusters Score -19162.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Entering Unmasked Estep 
Score: -2607023.750000 Penalty: 2454.322998
	Iteration 0F: 2 clusters Score -2607024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2592893.500000 Penalty: 4908.645996
	Iteration 0F: 3 clusters Score -2592894 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2597846.500000 Penalty: 4908.645996
	Iteration 1F: 3 clusters Score -2597846 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2598456.250000 Penalty: 4908.645996
	Iteration 2F: 3 clusters Score -2598456 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2599148.750000 Penalty: 4908.645996
	Iteration 3F: 3 clusters Score -2599149 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2599943.750000 Penalty: 4908.645996
	Iteration 4F: 3 clusters Score -2599944 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2600898.500000 Penalty: 4908.645996
	Iteration 5F: 3 clusters Score -2600898 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2602008.750000 Penalty: 4908.645996
	Iteration 6F: 3 clusters Score -2602009 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2603082.250000 Penalty: 4908.645996
	Iteration 7F: 3 clusters Score -2603082 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2603754.500000 Penalty: 4908.645996
	Iteration 8Q: 3 clusters Score -2603754 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2604094.750000 Penalty: 4908.645996
	Iteration 9Q: 3 clusters Score -2604095 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2604248.250000 Penalty: 4908.645996
	Iteration 10Q: 3 clusters Score -2604248 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2604329.500000 Penalty: 4908.645996
	Iteration 11Q: 3 clusters Score -2604330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2604378.500000 Penalty: 4908.645996
	Iteration 12Q: 3 clusters Score -2604378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2604425.750000 Penalty: 4908.645996
	Iteration 13Q: 3 clusters Score -2604426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2604455.750000 Penalty: 4908.645996
	Iteration 14Q: 3 clusters Score -2604456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2604476.750000 Penalty: 4908.645996
	Iteration 15Q: 3 clusters Score -2604477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2604504.000000 Penalty: 4908.645996
	Iteration 16Q: 3 clusters Score -2604504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2604529.250000 Penalty: 4908.645996
	Iteration 17Q: 3 clusters Score -2604529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2604576.000000 Penalty: 4908.645996
	Iteration 18Q: 3 clusters Score -2604576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2604594.250000 Penalty: 4908.645996
	Iteration 19Q: 3 clusters Score -2604594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2604620.000000 Penalty: 4908.645996
	Iteration 20F: 3 clusters Score -2604620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2604644.000000 Penalty: 4908.645996
	Iteration 21Q: 3 clusters Score -2604644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2604677.500000 Penalty: 4908.645996
	Iteration 22Q: 3 clusters Score -2604678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2604695.750000 Penalty: 4908.645996
	Iteration 23Q: 3 clusters Score -2604696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2604725.750000 Penalty: 4908.645996
	Iteration 24Q: 3 clusters Score -2604726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2604750.000000 Penalty: 4908.645996
	Iteration 25Q: 3 clusters Score -2604750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2604782.500000 Penalty: 4908.645996
	Iteration 26Q: 3 clusters Score -2604782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2604810.500000 Penalty: 4908.645996
	Iteration 27Q: 3 clusters Score -2604810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2604828.000000 Penalty: 4908.645996
	Iteration 28Q: 3 clusters Score -2604828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2604844.000000 Penalty: 4908.645996
	Iteration 29Q: 3 clusters Score -2604844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2604866.250000 Penalty: 4908.645996
	Iteration 30Q: 3 clusters Score -2604866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2604887.250000 Penalty: 4908.645996
	Iteration 31Q: 3 clusters Score -2604887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2604912.750000 Penalty: 4908.645996
	Iteration 32Q: 3 clusters Score -2604913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2604926.000000 Penalty: 4908.645996
	Iteration 33Q: 3 clusters Score -2604926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2604936.750000 Penalty: 4908.645996
	Iteration 34Q: 3 clusters Score -2604937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2604959.000000 Penalty: 4908.645996
	Iteration 35Q: 3 clusters Score -2604959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2604967.000000 Penalty: 4908.645996
	Iteration 36Q: 3 clusters Score -2604967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2604971.750000 Penalty: 4908.645996
	Iteration 37Q: 3 clusters Score -2604972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2604981.000000 Penalty: 4908.645996
	Iteration 38Q: 3 clusters Score -2604981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2604989.250000 Penalty: 4908.645996
	Iteration 39Q: 3 clusters Score -2604989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2604996.500000 Penalty: 4908.645996
	Iteration 40F: 3 clusters Score -2604996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2604998.250000 Penalty: 4908.645996
	Iteration 41Q: 3 clusters Score -2604998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2605006.000000 Penalty: 4908.645996
	Iteration 42Q: 3 clusters Score -2605006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2605008.750000 Penalty: 4908.645996
	Iteration 43Q: 3 clusters Score -2605009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2605013.750000 Penalty: 4908.645996
	Iteration 44Q: 3 clusters Score -2605014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2605019.750000 Penalty: 4908.645996
	Iteration 45Q: 3 clusters Score -2605020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2605024.000000 Penalty: 4908.645996
	Iteration 46Q: 3 clusters Score -2605024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2605025.500000 Penalty: 4908.645996
	Iteration 47Q: 3 clusters Score -2605026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2605029.500000 Penalty: 4908.645996
	Iteration 48Q: 3 clusters Score -2605030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2605037.500000 Penalty: 4908.645996
	Iteration 49Q: 3 clusters Score -2605038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2605042.500000 Penalty: 4908.645996
	Iteration 50Q: 3 clusters Score -2605042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2605046.000000 Penalty: 4908.645996
	Iteration 51Q: 3 clusters Score -2605046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2605048.500000 Penalty: 4908.645996
	Iteration 52Q: 3 clusters Score -2605048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2605047.500000 Penalty: 4908.645996
	Iteration 53Q: 3 clusters Score -2605048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2605048.750000 Penalty: 4908.645996
	Iteration 54Q: 3 clusters Score -2605049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2605045.750000 Penalty: 4908.645996
	Iteration 55Q: 3 clusters Score -2605046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2605045.750000 Penalty: 4908.645996
	Iteration 56F: 3 clusters Score -2605046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -1029950.875000 Penalty: 2231.415283
	Iteration 0F: 2 clusters Score -1029951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1023494.937500 Penalty: 4462.830566
	Iteration 0F: 3 clusters Score -1023495 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1025271.312500 Penalty: 4462.830566
	Iteration 1F: 3 clusters Score -1025271 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1025524.000000 Penalty: 4462.830566
	Iteration 2F: 3 clusters Score -1025524 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1025692.562500 Penalty: 4462.830566
	Iteration 3Q: 3 clusters Score -1025693 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1025824.125000 Penalty: 4462.830566
	Iteration 4Q: 3 clusters Score -1025824 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1025961.125000 Penalty: 4462.830566
	Iteration 5Q: 3 clusters Score -1025961 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1026059.812500 Penalty: 4462.830566
	Iteration 6Q: 3 clusters Score -1026060 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1026144.875000 Penalty: 4462.830566
	Iteration 7Q: 3 clusters Score -1026145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1026247.250000 Penalty: 4462.830566
	Iteration 8Q: 3 clusters Score -1026247 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1026348.687500 Penalty: 4462.830566
	Iteration 9Q: 3 clusters Score -1026349 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1026445.187500 Penalty: 4462.830566
	Iteration 10Q: 3 clusters Score -1026445 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1026523.062500 Penalty: 4462.830566
	Iteration 11Q: 3 clusters Score -1026523 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1026603.000000 Penalty: 4462.830566
	Iteration 12Q: 3 clusters Score -1026603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1026670.812500 Penalty: 4462.830566
	Iteration 13Q: 3 clusters Score -1026671 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1026731.562500 Penalty: 4462.830566
	Iteration 14Q: 3 clusters Score -1026732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1026801.062500 Penalty: 4462.830566
	Iteration 15Q: 3 clusters Score -1026801 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1026868.937500 Penalty: 4462.830566
	Iteration 16Q: 3 clusters Score -1026869 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1026930.250000 Penalty: 4462.830566
	Iteration 17Q: 3 clusters Score -1026930 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1026979.750000 Penalty: 4462.830566
	Iteration 18Q: 3 clusters Score -1026980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1027040.250000 Penalty: 4462.830566
	Iteration 19Q: 3 clusters Score -1027040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1027093.562500 Penalty: 4462.830566
	Iteration 20F: 3 clusters Score -1027094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1027130.187500 Penalty: 4462.830566
	Iteration 21Q: 3 clusters Score -1027130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1027168.312500 Penalty: 4462.830566
	Iteration 22Q: 3 clusters Score -1027168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1027196.375000 Penalty: 4462.830566
	Iteration 23Q: 3 clusters Score -1027196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1027219.500000 Penalty: 4462.830566
	Iteration 24Q: 3 clusters Score -1027220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1027240.312500 Penalty: 4462.830566
	Iteration 25Q: 3 clusters Score -1027240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1027256.187500 Penalty: 4462.830566
	Iteration 26Q: 3 clusters Score -1027256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1027272.687500 Penalty: 4462.830566
	Iteration 27Q: 3 clusters Score -1027273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1027291.000000 Penalty: 4462.830566
	Iteration 28Q: 3 clusters Score -1027291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1027305.125000 Penalty: 4462.830566
	Iteration 29Q: 3 clusters Score -1027305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1027325.750000 Penalty: 4462.830566
	Iteration 30Q: 3 clusters Score -1027326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1027336.500000 Penalty: 4462.830566
	Iteration 31Q: 3 clusters Score -1027336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1027348.000000 Penalty: 4462.830566
	Iteration 32Q: 3 clusters Score -1027348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1027355.500000 Penalty: 4462.830566
	Iteration 33Q: 3 clusters Score -1027356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1027360.437500 Penalty: 4462.830566
	Iteration 34Q: 3 clusters Score -1027360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1027366.312500 Penalty: 4462.830566
	Iteration 35Q: 3 clusters Score -1027366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1027371.437500 Penalty: 4462.830566
	Iteration 36Q: 3 clusters Score -1027371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1027375.250000 Penalty: 4462.830566
	Iteration 37Q: 3 clusters Score -1027375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1027380.812500 Penalty: 4462.830566
	Iteration 38Q: 3 clusters Score -1027381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1027387.250000 Penalty: 4462.830566
	Iteration 39Q: 3 clusters Score -1027387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1027391.125000 Penalty: 4462.830566
	Iteration 40F: 3 clusters Score -1027391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1027400.812500 Penalty: 4462.830566
	Iteration 41Q: 3 clusters Score -1027401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1027407.062500 Penalty: 4462.830566
	Iteration 42Q: 3 clusters Score -1027407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1027415.000000 Penalty: 4462.830566
	Iteration 43Q: 3 clusters Score -1027415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1027421.375000 Penalty: 4462.830566
	Iteration 44Q: 3 clusters Score -1027421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1027426.500000 Penalty: 4462.830566
	Iteration 45Q: 3 clusters Score -1027426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1027430.312500 Penalty: 4462.830566
	Iteration 46Q: 3 clusters Score -1027430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1027434.187500 Penalty: 4462.830566
	Iteration 47Q: 3 clusters Score -1027434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1027439.312500 Penalty: 4462.830566
	Iteration 48Q: 3 clusters Score -1027439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1027441.000000 Penalty: 4462.830566
	Iteration 49Q: 3 clusters Score -1027441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1027442.062500 Penalty: 4462.830566
	Iteration 50Q: 3 clusters Score -1027442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1027445.625000 Penalty: 4462.830566
	Iteration 51Q: 3 clusters Score -1027446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1027447.000000 Penalty: 4462.830566
	Iteration 52Q: 3 clusters Score -1027447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1027448.812500 Penalty: 4462.830566
	Iteration 53Q: 3 clusters Score -1027449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1027451.000000 Penalty: 4462.830566
	Iteration 54Q: 3 clusters Score -1027451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1027458.562500 Penalty: 4462.830566
	Iteration 55Q: 3 clusters Score -1027459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1027464.187500 Penalty: 4462.830566
	Iteration 56Q: 3 clusters Score -1027464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1027465.750000 Penalty: 4462.830566
	Iteration 57Q: 3 clusters Score -1027466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1027473.437500 Penalty: 4462.830566
	Iteration 58Q: 3 clusters Score -1027473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1027478.562500 Penalty: 4462.830566
	Iteration 59Q: 3 clusters Score -1027479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1027483.125000 Penalty: 4462.830566
	Iteration 60F: 3 clusters Score -1027483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1027487.250000 Penalty: 4462.830566
	Iteration 61Q: 3 clusters Score -1027487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1027487.375000 Penalty: 4462.830566
	Iteration 62Q: 3 clusters Score -1027487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1027491.062500 Penalty: 4462.830566
	Iteration 63Q: 3 clusters Score -1027491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1027494.000000 Penalty: 4462.830566
	Iteration 64Q: 3 clusters Score -1027494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1027497.062500 Penalty: 4462.830566
	Iteration 65Q: 3 clusters Score -1027497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1027497.187500 Penalty: 4462.830566
	Iteration 66Q: 3 clusters Score -1027497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1027502.687500 Penalty: 4462.830566
	Iteration 67Q: 3 clusters Score -1027503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1027505.125000 Penalty: 4462.830566
	Iteration 68Q: 3 clusters Score -1027505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1027510.812500 Penalty: 4462.830566
	Iteration 69Q: 3 clusters Score -1027511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1027513.250000 Penalty: 4462.830566
	Iteration 70Q: 3 clusters Score -1027513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1027519.250000 Penalty: 4462.830566
	Iteration 71Q: 3 clusters Score -1027519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1027525.437500 Penalty: 4462.830566
	Iteration 72Q: 3 clusters Score -1027525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1027529.000000 Penalty: 4462.830566
	Iteration 73Q: 3 clusters Score -1027529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1027534.375000 Penalty: 4462.830566
	Iteration 74Q: 3 clusters Score -1027534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1027533.625000 Penalty: 4462.830566
	Iteration 75Q: 3 clusters Score -1027534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1027537.062500 Penalty: 4462.830566
	Iteration 76Q: 3 clusters Score -1027537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1027539.687500 Penalty: 4462.830566
	Iteration 77Q: 3 clusters Score -1027540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1027543.062500 Penalty: 4462.830566
	Iteration 78Q: 3 clusters Score -1027543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1027543.250000 Penalty: 4462.830566
	Iteration 79Q: 3 clusters Score -1027543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1027542.812500 Penalty: 4462.830566
	Iteration 80F: 3 clusters Score -1027543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1027543.312500 Penalty: 4462.830566
	Iteration 81Q: 3 clusters Score -1027543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1027543.625000 Penalty: 4462.830566
	Iteration 82Q: 3 clusters Score -1027544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1027545.312500 Penalty: 4462.830566
	Iteration 83Q: 3 clusters Score -1027545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1027545.312500 Penalty: 4462.830566
	Iteration 84F: 3 clusters Score -1027545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -439521.281250 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -439521.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -435925.312500 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -435925.3 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -436637.687500 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -436637.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -436798.250000 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -436798.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -436900.687500 Penalty: 4055.629883
	Iteration 3Q: 3 clusters Score -436900.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -436957.093750 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -436957.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -436999.218750 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -436999.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -437025.687500 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -437025.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -437050.843750 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -437050.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -437070.687500 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -437070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -437083.281250 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -437083.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -437096.750000 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -437096.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -437107.625000 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -437107.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -437120.187500 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -437120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -437132.875000 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -437132.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -437141.531250 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -437141.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -437149.562500 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -437149.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -437157.437500 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -437157.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -437163.187500 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -437163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -437167.750000 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -437167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -437174.375000 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -437174.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -437183.781250 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -437183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -437190.187500 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -437190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -437193.218750 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -437193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -437198.156250 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -437198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -437201.437500 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -437201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -437203.437500 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -437203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -437205.062500 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -437205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -437207.593750 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -437207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -437209.000000 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -437209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -437210.781250 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -437210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -437212.531250 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -437212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -437213.468750 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -437213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -437215.156250 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -437215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -437217.687500 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -437217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -437219.937500 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -437219.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -437225.812500 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -437225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -437229.531250 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -437229.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437231.281250 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -437231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437232.968750 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -437233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437234.093750 Penalty: 4055.629883
	Iteration 39Q: 3 clusters Score -437234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437234.218750 Penalty: 4055.629883
	Iteration 40F: 3 clusters Score -437234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437234.843750 Penalty: 4055.629883
	Iteration 41Q: 3 clusters Score -437234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437234.843750 Penalty: 4055.629883
	Iteration 42F: 3 clusters Score -437234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Entering Unmasked Estep 
Score: -11269964.000000 Penalty: 2820.885010
	Iteration 0F: 2 clusters Score -1.126996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -11211687.000000 Penalty: 5641.770020
	Iteration 0F: 3 clusters Score -1.121169e+07 nChanged 40922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -11234960.000000 Penalty: 5641.770020
	Iteration 1F: 3 clusters Score -1.123496e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -11235846.000000 Penalty: 5641.770020
	Iteration 2Q: 3 clusters Score -1.123585e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -11237104.000000 Penalty: 5641.770020
	Iteration 3Q: 3 clusters Score -1.12371e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -11239304.000000 Penalty: 5641.770020
	Iteration 4F: 3 clusters Score -1.12393e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -11243153.000000 Penalty: 5641.770020
	Iteration 5F: 3 clusters Score -1.124315e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -11248928.000000 Penalty: 5641.770020
	Iteration 6F: 3 clusters Score -1.124893e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -11255735.000000 Penalty: 5641.770020
	Iteration 7F: 3 clusters Score -1.125574e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -11261326.000000 Penalty: 5641.770020
	Iteration 8F: 3 clusters Score -1.126133e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -11264676.000000 Penalty: 5641.770020
	Iteration 9Q: 3 clusters Score -1.126468e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11266280.000000 Penalty: 5641.770020
	Iteration 10Q: 3 clusters Score -1.126628e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11267086.000000 Penalty: 5641.770020
	Iteration 11Q: 3 clusters Score -1.126709e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11267441.000000 Penalty: 5641.770020
	Iteration 12Q: 3 clusters Score -1.126744e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11267610.000000 Penalty: 5641.770020
	Iteration 13Q: 3 clusters Score -1.126761e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11267708.000000 Penalty: 5641.770020
	Iteration 14Q: 3 clusters Score -1.126771e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11267759.000000 Penalty: 5641.770020
	Iteration 15Q: 3 clusters Score -1.126776e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11267794.000000 Penalty: 5641.770020
	Iteration 16Q: 3 clusters Score -1.126779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11267824.000000 Penalty: 5641.770020
	Iteration 17Q: 3 clusters Score -1.126782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11267844.000000 Penalty: 5641.770020
	Iteration 18Q: 3 clusters Score -1.126784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11267850.000000 Penalty: 5641.770020
	Iteration 19Q: 3 clusters Score -1.126785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11267856.000000 Penalty: 5641.770020
	Iteration 20F: 3 clusters Score -1.126786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11267841.000000 Penalty: 5641.770020
	Iteration 21Q: 3 clusters Score -1.126784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11267850.000000 Penalty: 5641.770020
	Iteration 22Q: 3 clusters Score -1.126785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11267848.000000 Penalty: 5641.770020
	Iteration 23Q: 3 clusters Score -1.126785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11267855.000000 Penalty: 5641.770020
	Iteration 24Q: 3 clusters Score -1.126786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11267847.000000 Penalty: 5641.770020
	Iteration 25Q: 3 clusters Score -1.126785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11267847.000000 Penalty: 5641.770020
	Iteration 26Q: 3 clusters Score -1.126785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11267845.000000 Penalty: 5641.770020
	Iteration 27Q: 3 clusters Score -1.126784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11267856.000000 Penalty: 5641.770020
	Iteration 28Q: 3 clusters Score -1.126786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11267856.000000 Penalty: 5641.770020
	Iteration 29F: 3 clusters Score -1.126786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -196174.515625 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -196174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -193885.531250 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -193885.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194439.218750 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -194439.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194687.062500 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -194687.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194902.625000 Penalty: 3663.382080
	Iteration 3F: 3 clusters Score -194902.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -195052.875000 Penalty: 3663.382080
	Iteration 4F: 3 clusters Score -195052.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -195192.968750 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -195193 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -195317.265625 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -195317.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195409.093750 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -195409.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -195485.578125 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -195485.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -195564.296875 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -195564.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -195617.734375 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -195617.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195639.906250 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -195639.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195659.968750 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -195660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195690.265625 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -195690.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -195727.781250 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -195727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -195751.750000 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -195751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195830.703125 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -195830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -195914.156250 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -195914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -196014.171875 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -196014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -196049.359375 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -196049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -196065.031250 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -196065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -196070.718750 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -196070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -196075.015625 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -196075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -196078.953125 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -196079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196080.203125 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -196080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -196081.718750 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -196081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -196082.265625 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -196082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -196082.265625 Penalty: 3663.382080
	Iteration 27F: 3 clusters Score -196082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (160098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Entering Unmasked Estep 
Score: -20767336.000000 Penalty: 2971.918213
	Iteration 0F: 2 clusters Score -2.076734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -20661212.000000 Penalty: 5943.836426
	Iteration 0F: 3 clusters Score -2.066121e+07 nChanged 76571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -20705850.000000 Penalty: 5943.836426
	Iteration 1F: 3 clusters Score -2.070585e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -20706784.000000 Penalty: 5943.836426
	Iteration 2Q: 3 clusters Score -2.070678e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -20707866.000000 Penalty: 5943.836426
	Iteration 3Q: 3 clusters Score -2.070787e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -20709766.000000 Penalty: 5943.836426
	Iteration 4Q: 3 clusters Score -2.070977e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -20712936.000000 Penalty: 5943.836426
	Iteration 5Q: 3 clusters Score -2.071294e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -20717762.000000 Penalty: 5943.836426
	Iteration 6F: 3 clusters Score -2.071776e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -20725626.000000 Penalty: 5943.836426
	Iteration 7F: 3 clusters Score -2.072563e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -20736380.000000 Penalty: 5943.836426
	Iteration 8F: 3 clusters Score -2.073638e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -20747126.000000 Penalty: 5943.836426
	Iteration 9F: 3 clusters Score -2.074713e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -20754834.000000 Penalty: 5943.836426
	Iteration 10F: 3 clusters Score -2.075483e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -20759290.000000 Penalty: 5943.836426
	Iteration 11Q: 3 clusters Score -2.075929e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -20761488.000000 Penalty: 5943.836426
	Iteration 12Q: 3 clusters Score -2.076149e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -20762744.000000 Penalty: 5943.836426
	Iteration 13Q: 3 clusters Score -2.076274e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156660 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -20763514.000000 Penalty: 5943.836426
	Iteration 14Q: 3 clusters Score -2.076351e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20763946.000000 Penalty: 5943.836426
	Iteration 15Q: 3 clusters Score -2.076395e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -20764258.000000 Penalty: 5943.836426
	Iteration 16Q: 3 clusters Score -2.076426e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158101 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20764468.000000 Penalty: 5943.836426
	Iteration 17Q: 3 clusters Score -2.076447e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20764610.000000 Penalty: 5943.836426
	Iteration 18Q: 3 clusters Score -2.076461e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20764696.000000 Penalty: 5943.836426
	Iteration 19Q: 3 clusters Score -2.07647e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20764770.000000 Penalty: 5943.836426
	Iteration 20F: 3 clusters Score -2.076477e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20764818.000000 Penalty: 5943.836426
	Iteration 21Q: 3 clusters Score -2.076482e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20764874.000000 Penalty: 5943.836426
	Iteration 22Q: 3 clusters Score -2.076487e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20764912.000000 Penalty: 5943.836426
	Iteration 23Q: 3 clusters Score -2.076491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20764912.000000 Penalty: 5943.836426
	Iteration 24Q: 3 clusters Score -2.076491e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20764948.000000 Penalty: 5943.836426
	Iteration 25Q: 3 clusters Score -2.076495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20764944.000000 Penalty: 5943.836426
	Iteration 26Q: 3 clusters Score -2.076494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20764980.000000 Penalty: 5943.836426
	Iteration 27Q: 3 clusters Score -2.076498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20764982.000000 Penalty: 5943.836426
	Iteration 28Q: 3 clusters Score -2.076498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159047 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20764968.000000 Penalty: 5943.836426
	Iteration 29Q: 3 clusters Score -2.076497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20764986.000000 Penalty: 5943.836426
	Iteration 30Q: 3 clusters Score -2.076499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20764980.000000 Penalty: 5943.836426
	Iteration 31Q: 3 clusters Score -2.076498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20764984.000000 Penalty: 5943.836426
	Iteration 32Q: 3 clusters Score -2.076498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20764976.000000 Penalty: 5943.836426
	Iteration 33Q: 3 clusters Score -2.076498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20764986.000000 Penalty: 5943.836426
	Iteration 34Q: 3 clusters Score -2.076499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20764982.000000 Penalty: 5943.836426
	Iteration 35Q: 3 clusters Score -2.076498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20764974.000000 Penalty: 5943.836426
	Iteration 36Q: 3 clusters Score -2.076497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20764982.000000 Penalty: 5943.836426
	Iteration 37Q: 3 clusters Score -2.076498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20764988.000000 Penalty: 5943.836426
	Iteration 38Q: 3 clusters Score -2.076499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20764974.000000 Penalty: 5943.836426
	Iteration 39Q: 3 clusters Score -2.076497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20764980.000000 Penalty: 5943.836426
	Iteration 40F: 3 clusters Score -2.076498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223656 members 
Entering Unmasked Estep 
Score: -28835174.000000 Penalty: 3054.830322
	Iteration 0F: 2 clusters Score -2.883517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -28693576.000000 Penalty: 6109.660645
	Iteration 0F: 3 clusters Score -2.869358e+07 nChanged 108063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -28756978.000000 Penalty: 6109.660645
	Iteration 1F: 3 clusters Score -2.875698e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -28759032.000000 Penalty: 6109.660645
	Iteration 2Q: 3 clusters Score -2.875903e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -28762502.000000 Penalty: 6109.660645
	Iteration 3Q: 3 clusters Score -2.87625e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -28769782.000000 Penalty: 6109.660645
	Iteration 4F: 3 clusters Score -2.876978e+07 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 168477 members 
Entering Unmasked Estep 
Score: -28784546.000000 Penalty: 6109.660645
	Iteration 5F: 3 clusters Score -2.878455e+07 nChanged 22593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 191070 members 
Entering Unmasked Estep 
Score: -28805294.000000 Penalty: 6109.660645
	Iteration 6F: 3 clusters Score -2.880529e+07 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 210249 members 
Entering Unmasked Estep 
Score: -28822452.000000 Penalty: 6109.660645
	Iteration 7F: 3 clusters Score -2.882245e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 220059 members 
Entering Unmasked Estep 
Score: -28829810.000000 Penalty: 6109.660645
	Iteration 8Q: 3 clusters Score -2.882981e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 222830 members 
Entering Unmasked Estep 
Score: -28831764.000000 Penalty: 6109.660645
	Iteration 9Q: 3 clusters Score -2.883176e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -28832194.000000 Penalty: 6109.660645
	Iteration 10Q: 3 clusters Score -2.883219e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223442 members 
Entering Unmasked Estep 
Score: -28832370.000000 Penalty: 6109.660645
	Iteration 11Q: 3 clusters Score -2.883237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -28832424.000000 Penalty: 6109.660645
	Iteration 12Q: 3 clusters Score -2.883242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223462 members 
Entering Unmasked Estep 
Score: -28832434.000000 Penalty: 6109.660645
	Iteration 13Q: 3 clusters Score -2.883243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223464 members 
Entering Unmasked Estep 
Score: -28832448.000000 Penalty: 6109.660645
	Iteration 14Q: 3 clusters Score -2.883245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223466 members 
Entering Unmasked Estep 
Score: -28832426.000000 Penalty: 6109.660645
	Iteration 15Q: 3 clusters Score -2.883243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223467 members 
Entering Unmasked Estep 
Score: -28832440.000000 Penalty: 6109.660645
	Iteration 16Q: 3 clusters Score -2.883244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223469 members 
Entering Unmasked Estep 
Score: -28832442.000000 Penalty: 6109.660645
	Iteration 17Q: 3 clusters Score -2.883244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223472 members 
Entering Unmasked Estep 
Score: -28832454.000000 Penalty: 6109.660645
	Iteration 18Q: 3 clusters Score -2.883245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223476 members 
Entering Unmasked Estep 
Score: -28832470.000000 Penalty: 6109.660645
	Iteration 19Q: 3 clusters Score -2.883247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223477 members 
Entering Unmasked Estep 
Score: -28832456.000000 Penalty: 6109.660645
	Iteration 20F: 3 clusters Score -2.883246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223478 members 
Entering Unmasked Estep 
Score: -28832462.000000 Penalty: 6109.660645
	Iteration 21Q: 3 clusters Score -2.883246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223478 members 
Entering Unmasked Estep 
Score: -28832462.000000 Penalty: 6109.660645
	Iteration 22F: 3 clusters Score -2.883246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Entering Unmasked Estep 
Score: -2954764.250000 Penalty: 2486.122314
	Iteration 0F: 2 clusters Score -2954764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2938887.000000 Penalty: 4972.244629
	Iteration 0F: 3 clusters Score -2938887 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2944429.000000 Penalty: 4972.244629
	Iteration 1F: 3 clusters Score -2944429 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2944937.500000 Penalty: 4972.244629
	Iteration 2F: 3 clusters Score -2944938 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2945417.000000 Penalty: 4972.244629
	Iteration 3F: 3 clusters Score -2945417 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2945958.250000 Penalty: 4972.244629
	Iteration 4Q: 3 clusters Score -2945958 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2946513.500000 Penalty: 4972.244629
	Iteration 5Q: 3 clusters Score -2946514 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2947177.750000 Penalty: 4972.244629
	Iteration 6F: 3 clusters Score -2947178 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2947963.500000 Penalty: 4972.244629
	Iteration 7F: 3 clusters Score -2947964 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2948818.000000 Penalty: 4972.244629
	Iteration 8F: 3 clusters Score -2948818 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2949744.000000 Penalty: 4972.244629
	Iteration 9F: 3 clusters Score -2949744 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2950568.250000 Penalty: 4972.244629
	Iteration 10Q: 3 clusters Score -2950568 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2951058.750000 Penalty: 4972.244629
	Iteration 11Q: 3 clusters Score -2951059 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2951308.000000 Penalty: 4972.244629
	Iteration 12Q: 3 clusters Score -2951308 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2951429.000000 Penalty: 4972.244629
	Iteration 13Q: 3 clusters Score -2951429 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2951539.000000 Penalty: 4972.244629
	Iteration 14Q: 3 clusters Score -2951539 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2951606.000000 Penalty: 4972.244629
	Iteration 15Q: 3 clusters Score -2951606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2951674.250000 Penalty: 4972.244629
	Iteration 16Q: 3 clusters Score -2951674 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2951730.500000 Penalty: 4972.244629
	Iteration 17Q: 3 clusters Score -2951730 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2951797.500000 Penalty: 4972.244629
	Iteration 18Q: 3 clusters Score -2951798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2951837.000000 Penalty: 4972.244629
	Iteration 19Q: 3 clusters Score -2951837 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2951883.750000 Penalty: 4972.244629
	Iteration 20F: 3 clusters Score -2951884 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2951931.250000 Penalty: 4972.244629
	Iteration 21Q: 3 clusters Score -2951931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2951963.000000 Penalty: 4972.244629
	Iteration 22Q: 3 clusters Score -2951963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2952017.500000 Penalty: 4972.244629
	Iteration 23Q: 3 clusters Score -2952018 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2952071.750000 Penalty: 4972.244629
	Iteration 24Q: 3 clusters Score -2952072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2952112.000000 Penalty: 4972.244629
	Iteration 25Q: 3 clusters Score -2952112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2952173.250000 Penalty: 4972.244629
	Iteration 26Q: 3 clusters Score -2952173 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2952230.500000 Penalty: 4972.244629
	Iteration 27Q: 3 clusters Score -2952230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2952282.500000 Penalty: 4972.244629
	Iteration 28Q: 3 clusters Score -2952282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2952326.750000 Penalty: 4972.244629
	Iteration 29Q: 3 clusters Score -2952327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2952359.500000 Penalty: 4972.244629
	Iteration 30Q: 3 clusters Score -2952360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2952375.750000 Penalty: 4972.244629
	Iteration 31Q: 3 clusters Score -2952376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2952393.500000 Penalty: 4972.244629
	Iteration 32Q: 3 clusters Score -2952394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2952409.750000 Penalty: 4972.244629
	Iteration 33Q: 3 clusters Score -2952410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2952424.000000 Penalty: 4972.244629
	Iteration 34Q: 3 clusters Score -2952424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2952437.000000 Penalty: 4972.244629
	Iteration 35Q: 3 clusters Score -2952437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2952450.000000 Penalty: 4972.244629
	Iteration 36Q: 3 clusters Score -2952450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2952467.250000 Penalty: 4972.244629
	Iteration 37Q: 3 clusters Score -2952467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2952475.000000 Penalty: 4972.244629
	Iteration 38Q: 3 clusters Score -2952475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2952485.750000 Penalty: 4972.244629
	Iteration 39Q: 3 clusters Score -2952486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2952487.750000 Penalty: 4972.244629
	Iteration 40F: 3 clusters Score -2952488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2952503.500000 Penalty: 4972.244629
	Iteration 41Q: 3 clusters Score -2952504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2952522.250000 Penalty: 4972.244629
	Iteration 42Q: 3 clusters Score -2952522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2952544.500000 Penalty: 4972.244629
	Iteration 43Q: 3 clusters Score -2952544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2952551.250000 Penalty: 4972.244629
	Iteration 44Q: 3 clusters Score -2952551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2952567.500000 Penalty: 4972.244629
	Iteration 45Q: 3 clusters Score -2952568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2952578.000000 Penalty: 4972.244629
	Iteration 46Q: 3 clusters Score -2952578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2952585.000000 Penalty: 4972.244629
	Iteration 47Q: 3 clusters Score -2952585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2952598.250000 Penalty: 4972.244629
	Iteration 48Q: 3 clusters Score -2952598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2952616.500000 Penalty: 4972.244629
	Iteration 49Q: 3 clusters Score -2952616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2952625.250000 Penalty: 4972.244629
	Iteration 50Q: 3 clusters Score -2952625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2952628.500000 Penalty: 4972.244629
	Iteration 51Q: 3 clusters Score -2952628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2952649.000000 Penalty: 4972.244629
	Iteration 52Q: 3 clusters Score -2952649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2952667.250000 Penalty: 4972.244629
	Iteration 53Q: 3 clusters Score -2952667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2952680.750000 Penalty: 4972.244629
	Iteration 54Q: 3 clusters Score -2952681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2952682.500000 Penalty: 4972.244629
	Iteration 55Q: 3 clusters Score -2952682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2952701.750000 Penalty: 4972.244629
	Iteration 56Q: 3 clusters Score -2952702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2952707.500000 Penalty: 4972.244629
	Iteration 57Q: 3 clusters Score -2952708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2952736.500000 Penalty: 4972.244629
	Iteration 58Q: 3 clusters Score -2952736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2952744.750000 Penalty: 4972.244629
	Iteration 59Q: 3 clusters Score -2952745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2952772.000000 Penalty: 4972.244629
	Iteration 60F: 3 clusters Score -2952772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2952806.000000 Penalty: 4972.244629
	Iteration 61Q: 3 clusters Score -2952806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2952808.750000 Penalty: 4972.244629
	Iteration 62Q: 3 clusters Score -2952809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2952824.750000 Penalty: 4972.244629
	Iteration 63Q: 3 clusters Score -2952825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2952833.750000 Penalty: 4972.244629
	Iteration 64Q: 3 clusters Score -2952834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2952849.000000 Penalty: 4972.244629
	Iteration 65Q: 3 clusters Score -2952849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2952860.250000 Penalty: 4972.244629
	Iteration 66Q: 3 clusters Score -2952860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2952868.000000 Penalty: 4972.244629
	Iteration 67Q: 3 clusters Score -2952868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2952870.750000 Penalty: 4972.244629
	Iteration 68Q: 3 clusters Score -2952871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2952876.250000 Penalty: 4972.244629
	Iteration 69Q: 3 clusters Score -2952876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2952886.750000 Penalty: 4972.244629
	Iteration 70Q: 3 clusters Score -2952887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2952900.000000 Penalty: 4972.244629
	Iteration 71Q: 3 clusters Score -2952900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2952911.750000 Penalty: 4972.244629
	Iteration 72Q: 3 clusters Score -2952912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2952910.000000 Penalty: 4972.244629
	Iteration 73Q: 3 clusters Score -2952910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2952910.000000 Penalty: 4972.244629
	Iteration 74Q: 3 clusters Score -2952910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2952913.750000 Penalty: 4972.244629
	Iteration 75Q: 3 clusters Score -2952914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2952919.250000 Penalty: 4972.244629
	Iteration 76Q: 3 clusters Score -2952919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2952921.500000 Penalty: 4972.244629
	Iteration 77Q: 3 clusters Score -2952922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2952918.750000 Penalty: 4972.244629
	Iteration 78Q: 3 clusters Score -2952919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2952921.750000 Penalty: 4972.244629
	Iteration 79Q: 3 clusters Score -2952922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2952927.750000 Penalty: 4972.244629
	Iteration 80F: 3 clusters Score -2952928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2952932.500000 Penalty: 4972.244629
	Iteration 81Q: 3 clusters Score -2952932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2952928.500000 Penalty: 4972.244629
	Iteration 82Q: 3 clusters Score -2952928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2952930.750000 Penalty: 4972.244629
	Iteration 83Q: 3 clusters Score -2952931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2952926.000000 Penalty: 4972.244629
	Iteration 84Q: 3 clusters Score -2952926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2952930.500000 Penalty: 4972.244629
	Iteration 85Q: 3 clusters Score -2952930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2952939.500000 Penalty: 4972.244629
	Iteration 86Q: 3 clusters Score -2952940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2952937.500000 Penalty: 4972.244629
	Iteration 87Q: 3 clusters Score -2952938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2952947.250000 Penalty: 4972.244629
	Iteration 88Q: 3 clusters Score -2952947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2952950.250000 Penalty: 4972.244629
	Iteration 89Q: 3 clusters Score -2952950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2952953.250000 Penalty: 4972.244629
	Iteration 90Q: 3 clusters Score -2952953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2952957.750000 Penalty: 4972.244629
	Iteration 91Q: 3 clusters Score -2952958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2952961.250000 Penalty: 4972.244629
	Iteration 92Q: 3 clusters Score -2952961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2952959.000000 Penalty: 4972.244629
	Iteration 93Q: 3 clusters Score -2952959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2952961.500000 Penalty: 4972.244629
	Iteration 94Q: 3 clusters Score -2952962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2952962.000000 Penalty: 4972.244629
	Iteration 95Q: 3 clusters Score -2952962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2952961.250000 Penalty: 4972.244629
	Iteration 96Q: 3 clusters Score -2952961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2952959.000000 Penalty: 4972.244629
	Iteration 97Q: 3 clusters Score -2952959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2952959.000000 Penalty: 4972.244629
	Iteration 98F: 3 clusters Score -2952959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19911.148438 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19911.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18842.603516 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18875.134766 Penalty: 2564.560059
	Iteration 1Q: 3 clusters Score -18875.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18882.197266 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18882.197266 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71550.148438 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71550.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69960.687500 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69960.69 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70398.664062 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -70398.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70713.945312 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -70713.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70907.796875 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -70907.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71030.007812 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -71030.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -71122.054688 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -71122.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71218.320312 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -71218.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71276.601562 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -71276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -71314.789062 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -71314.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71330.429688 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -71330.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71330.429688 Penalty: 3212.578369
	Iteration 10F: 3 clusters Score -71330.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -102271.843750 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -102271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100418.820312 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -100418.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100736.007812 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -100736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100900.640625 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -100900.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101009.539062 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -101009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101086.171875 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -101086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101165.781250 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -101165.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101228.109375 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -101228.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101303.078125 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -101303.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101382.000000 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -101382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101483.234375 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -101483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101571.890625 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -101571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101631.484375 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -101631.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101677.601562 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -101677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101730.664062 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -101730.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101768.765625 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -101768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101810.617188 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -101810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101820.554688 Penalty: 3373.436279
	Iteration 16Q: 3 clusters Score -101820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101824.117188 Penalty: 3373.436279
	Iteration 17Q: 3 clusters Score -101824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101829.046875 Penalty: 3373.436279
	Iteration 18Q: 3 clusters Score -101829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101839.046875 Penalty: 3373.436279
	Iteration 19Q: 3 clusters Score -101839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101843.781250 Penalty: 3373.436279
	Iteration 20F: 3 clusters Score -101843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101857.773438 Penalty: 3373.436279
	Iteration 21Q: 3 clusters Score -101857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101868.875000 Penalty: 3373.436279
	Iteration 22Q: 3 clusters Score -101868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101870.640625 Penalty: 3373.436279
	Iteration 23Q: 3 clusters Score -101870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101870.640625 Penalty: 3373.436279
	Iteration 24F: 3 clusters Score -101870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -98217.875000 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -98217.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96424.250000 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -96424.25 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96747.609375 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -96747.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96937.984375 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -96937.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97115.179688 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -97115.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97249.382812 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -97249.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97314.679688 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -97314.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97351.015625 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -97351.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97384.601562 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -97384.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97424.460938 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -97424.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97468.765625 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -97468.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97524.953125 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -97524.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97579.671875 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -97579.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97669.281250 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -97669.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97712.281250 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -97712.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97745.757812 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -97745.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97759.945312 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -97759.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97779.015625 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -97779.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97829.710938 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -97829.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97876.218750 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -97876.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98116.625000 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -98116.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98285.523438 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -98285.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98302.703125 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -98302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98312.085938 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -98312.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98322.976562 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -98322.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98342.218750 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -98342.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98396.179688 Penalty: 3347.965820
	Iteration 25Q: 3 clusters Score -98396.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98438.218750 Penalty: 3347.965820
	Iteration 26Q: 3 clusters Score -98438.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98492.195312 Penalty: 3347.965820
	Iteration 27Q: 3 clusters Score -98492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98537.898438 Penalty: 3347.965820
	Iteration 28Q: 3 clusters Score -98537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98562.453125 Penalty: 3347.965820
	Iteration 29Q: 3 clusters Score -98562.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98576.539062 Penalty: 3347.965820
	Iteration 30Q: 3 clusters Score -98576.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98585.992188 Penalty: 3347.965820
	Iteration 31F: 3 clusters Score -98585.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98610.437500 Penalty: 3347.965820
	Iteration 32Q: 3 clusters Score -98610.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98646.828125 Penalty: 3347.965820
	Iteration 33Q: 3 clusters Score -98646.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98655.351562 Penalty: 3347.965820
	Iteration 34Q: 3 clusters Score -98655.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98658.976562 Penalty: 3347.965820
	Iteration 35Q: 3 clusters Score -98658.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98679.218750 Penalty: 3347.965820
	Iteration 36Q: 3 clusters Score -98679.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98714.078125 Penalty: 3347.965820
	Iteration 37Q: 3 clusters Score -98714.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98753.179688 Penalty: 3347.965820
	Iteration 38Q: 3 clusters Score -98753.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98802.023438 Penalty: 3347.965820
	Iteration 39Q: 3 clusters Score -98802.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98817.671875 Penalty: 3347.965820
	Iteration 40F: 3 clusters Score -98817.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98820.492188 Penalty: 3347.965820
	Iteration 41Q: 3 clusters Score -98820.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98820.492188 Penalty: 3347.965820
	Iteration 42F: 3 clusters Score -98820.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204638 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160098 members 
Mstep: Class 21 contains 223656 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 427 members 
Entering Unmasked Estep 
Score: -138559344.000000 Penalty: 89651.437500
Splitting cluster 26 changes total score from -138560416.000000 to -138559344.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204638 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87076 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160098 members 
Mstep: Class 21 contains 223656 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 239Q: 26 clusters Score -1.385603e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204641 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160096 members 
Mstep: Class 21 contains 223655 members 
Mstep: Class 22 contains 22575 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 240F: 26 clusters Score -1.385603e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204640 members 
Mstep: Class 6 contains 178991 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160100 members 
Mstep: Class 21 contains 223654 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 241Q: 26 clusters Score -1.385603e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204643 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160102 members 
Mstep: Class 21 contains 223652 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 242Q: 26 clusters Score -1.385603e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204643 members 
Mstep: Class 6 contains 178987 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160103 members 
Mstep: Class 21 contains 223653 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560304.000000 Penalty: 86203.304688
Iteration 243Q: 26 clusters Score -1.385603e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204647 members 
Mstep: Class 6 contains 178982 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87077 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160104 members 
Mstep: Class 21 contains 223653 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 244Q: 26 clusters Score -1.385603e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204649 members 
Mstep: Class 6 contains 178975 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160104 members 
Mstep: Class 21 contains 223657 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560368.000000 Penalty: 86203.304688
Iteration 245Q: 26 clusters Score -1.385604e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204651 members 
Mstep: Class 6 contains 178973 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160105 members 
Mstep: Class 21 contains 223656 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560336.000000 Penalty: 86203.304688
Iteration 246Q: 26 clusters Score -1.385603e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204651 members 
Mstep: Class 6 contains 178974 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87079 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160104 members 
Mstep: Class 21 contains 223656 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 247Q: 26 clusters Score -1.385603e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204653 members 
Mstep: Class 6 contains 178975 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160104 members 
Mstep: Class 21 contains 223654 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 248Q: 26 clusters Score -1.385603e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204651 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160104 members 
Mstep: Class 21 contains 223656 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560304.000000 Penalty: 86203.304688
Iteration 249Q: 26 clusters Score -1.385603e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204650 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160103 members 
Mstep: Class 21 contains 223658 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 250Q: 26 clusters Score -1.385603e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204650 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160103 members 
Mstep: Class 21 contains 223658 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138560320.000000 Penalty: 86203.304688
Iteration 251F: 26 clusters Score -1.385603e+08 nChanged 0
Entering ConstructFrom: 
Score: -138560320.000000 Penalty: 86203.304688
Entering ConstructFrom: 
Trying to split cluster 1 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -370394.531250 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -370394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -367116.125000 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -367116.1 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -367779.812500 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -367779.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -367952.718750 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -367952.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -368040.093750 Penalty: 3975.766113
	Iteration 3Q: 3 clusters Score -368040.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -368092.625000 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -368092.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -368137.718750 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -368137.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -368170.281250 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -368170.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -368207.968750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -368208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -368238.531250 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -368238.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -368268.375000 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -368268.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -368287.031250 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -368287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -368304.781250 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -368304.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368322.218750 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -368322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -368334.843750 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -368334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -368347.250000 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -368347.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -368360.125000 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -368360.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -368371.281250 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -368371.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -368385.500000 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -368385.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -368399.687500 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -368399.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -368409.750000 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -368409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -368418.531250 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -368418.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -368425.406250 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -368425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -368428.343750 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -368428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -368432.718750 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -368432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368435.281250 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -368435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -368439.406250 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -368439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368443.125000 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -368443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -368448.937500 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -368448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -368451.812500 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -368451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -368453.156250 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -368453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -368456.156250 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -368456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -368458.531250 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -368458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -368462.437500 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -368462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -368464.593750 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -368464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -368467.906250 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -368467.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368471.968750 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -368472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -368478.375000 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -368478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -368481.781250 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -368481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -368483.468750 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -368483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -368485.812500 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -368485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -368489.093750 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -368489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -368492.000000 Penalty: 3975.766113
	Iteration 41Q: 3 clusters Score -368492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -368495.562500 Penalty: 3975.766113
	Iteration 42Q: 3 clusters Score -368495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -368498.312500 Penalty: 3975.766113
	Iteration 43Q: 3 clusters Score -368498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -368502.531250 Penalty: 3975.766113
	Iteration 44Q: 3 clusters Score -368502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -368508.375000 Penalty: 3975.766113
	Iteration 45Q: 3 clusters Score -368508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -368512.812500 Penalty: 3975.766113
	Iteration 46Q: 3 clusters Score -368512.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -368516.968750 Penalty: 3975.766113
	Iteration 47Q: 3 clusters Score -368517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -368518.468750 Penalty: 3975.766113
	Iteration 48Q: 3 clusters Score -368518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -368518.718750 Penalty: 3975.766113
	Iteration 49Q: 3 clusters Score -368518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -368519.437500 Penalty: 3975.766113
	Iteration 50Q: 3 clusters Score -368519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -368520.156250 Penalty: 3975.766113
	Iteration 51Q: 3 clusters Score -368520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -368521.250000 Penalty: 3975.766113
	Iteration 52Q: 3 clusters Score -368521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -368521.843750 Penalty: 3975.766113
	Iteration 53Q: 3 clusters Score -368521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -368522.125000 Penalty: 3975.766113
	Iteration 54Q: 3 clusters Score -368522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -368522.843750 Penalty: 3975.766113
	Iteration 55Q: 3 clusters Score -368522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -368523.437500 Penalty: 3975.766113
	Iteration 56Q: 3 clusters Score -368523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368524.218750 Penalty: 3975.766113
	Iteration 57Q: 3 clusters Score -368524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368524.218750 Penalty: 3975.766113
	Iteration 58F: 3 clusters Score -368524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22858.492188 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -22858.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21750.500000 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -21750.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21793.173828 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -21793.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21811.845703 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -21811.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21816.613281 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -21816.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21822.095703 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -21822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21827.269531 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -21827.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21829.439453 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -21829.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21829.439453 Penalty: 2672.979736
	Iteration 7F: 3 clusters Score -21829.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Entering Unmasked Estep 
Score: -8221836.000000 Penalty: 2742.577393
	Iteration 0F: 2 clusters Score -8221836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -8179150.500000 Penalty: 5485.154785
	Iteration 0F: 3 clusters Score -8179150 nChanged 29589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -8195703.000000 Penalty: 5485.154785
	Iteration 1F: 3 clusters Score -8195703 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -8196469.000000 Penalty: 5485.154785
	Iteration 2Q: 3 clusters Score -8196469 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -8197271.500000 Penalty: 5485.154785
	Iteration 3Q: 3 clusters Score -8197272 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8198133.500000 Penalty: 5485.154785
	Iteration 4Q: 3 clusters Score -8198134 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -8199146.500000 Penalty: 5485.154785
	Iteration 5Q: 3 clusters Score -8199146 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8200252.000000 Penalty: 5485.154785
	Iteration 6Q: 3 clusters Score -8200252 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8201743.000000 Penalty: 5485.154785
	Iteration 7Q: 3 clusters Score -8201743 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -8203648.500000 Penalty: 5485.154785
	Iteration 8F: 3 clusters Score -8203648 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -8206048.500000 Penalty: 5485.154785
	Iteration 9F: 3 clusters Score -8206048 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -8208760.500000 Penalty: 5485.154785
	Iteration 10F: 3 clusters Score -8208760 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -8211521.000000 Penalty: 5485.154785
	Iteration 11F: 3 clusters Score -8211521 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8213716.000000 Penalty: 5485.154785
	Iteration 12Q: 3 clusters Score -8213716 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -8215321.500000 Penalty: 5485.154785
	Iteration 13Q: 3 clusters Score -8215322 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -8216447.000000 Penalty: 5485.154785
	Iteration 14Q: 3 clusters Score -8216447 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -8217200.500000 Penalty: 5485.154785
	Iteration 15Q: 3 clusters Score -8217200 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -8217784.500000 Penalty: 5485.154785
	Iteration 16Q: 3 clusters Score -8217784 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -8218169.000000 Penalty: 5485.154785
	Iteration 17Q: 3 clusters Score -8218169 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -8218412.500000 Penalty: 5485.154785
	Iteration 18Q: 3 clusters Score -8218412 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -8218614.500000 Penalty: 5485.154785
	Iteration 19Q: 3 clusters Score -8218614 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -8218768.500000 Penalty: 5485.154785
	Iteration 20F: 3 clusters Score -8218768 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -8218878.000000 Penalty: 5485.154785
	Iteration 21Q: 3 clusters Score -8218878 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8218974.500000 Penalty: 5485.154785
	Iteration 22Q: 3 clusters Score -8218974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -8219071.000000 Penalty: 5485.154785
	Iteration 23Q: 3 clusters Score -8219071 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -8219147.500000 Penalty: 5485.154785
	Iteration 24Q: 3 clusters Score -8219148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -8219187.500000 Penalty: 5485.154785
	Iteration 25Q: 3 clusters Score -8219188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -8219235.500000 Penalty: 5485.154785
	Iteration 26Q: 3 clusters Score -8219236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -8219270.000000 Penalty: 5485.154785
	Iteration 27Q: 3 clusters Score -8219270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -8219321.000000 Penalty: 5485.154785
	Iteration 28Q: 3 clusters Score -8219321 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -8219353.000000 Penalty: 5485.154785
	Iteration 29Q: 3 clusters Score -8219353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -8219367.500000 Penalty: 5485.154785
	Iteration 30Q: 3 clusters Score -8219368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -8219390.000000 Penalty: 5485.154785
	Iteration 31Q: 3 clusters Score -8219390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -8219397.000000 Penalty: 5485.154785
	Iteration 32Q: 3 clusters Score -8219397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -8219408.000000 Penalty: 5485.154785
	Iteration 33Q: 3 clusters Score -8219408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -8219412.000000 Penalty: 5485.154785
	Iteration 34Q: 3 clusters Score -8219412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -8219420.000000 Penalty: 5485.154785
	Iteration 35Q: 3 clusters Score -8219420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -8219450.000000 Penalty: 5485.154785
	Iteration 36Q: 3 clusters Score -8219450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -8219462.000000 Penalty: 5485.154785
	Iteration 37Q: 3 clusters Score -8219462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -8219464.000000 Penalty: 5485.154785
	Iteration 38Q: 3 clusters Score -8219464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -8219455.500000 Penalty: 5485.154785
	Iteration 39Q: 3 clusters Score -8219456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -8219464.500000 Penalty: 5485.154785
	Iteration 40F: 3 clusters Score -8219464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -8219466.000000 Penalty: 5485.154785
	Iteration 41Q: 3 clusters Score -8219466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -8219467.000000 Penalty: 5485.154785
	Iteration 42Q: 3 clusters Score -8219467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8219465.500000 Penalty: 5485.154785
	Iteration 43Q: 3 clusters Score -8219466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8219471.500000 Penalty: 5485.154785
	Iteration 44Q: 3 clusters Score -8219472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -8219474.000000 Penalty: 5485.154785
	Iteration 45Q: 3 clusters Score -8219474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -8219470.000000 Penalty: 5485.154785
	Iteration 46Q: 3 clusters Score -8219470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -8219472.500000 Penalty: 5485.154785
	Iteration 47Q: 3 clusters Score -8219472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -8219478.000000 Penalty: 5485.154785
	Iteration 48Q: 3 clusters Score -8219478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -8219474.500000 Penalty: 5485.154785
	Iteration 49Q: 3 clusters Score -8219474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8219474.500000 Penalty: 5485.154785
	Iteration 50Q: 3 clusters Score -8219474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -8219476.000000 Penalty: 5485.154785
	Iteration 51Q: 3 clusters Score -8219476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8219478.000000 Penalty: 5485.154785
	Iteration 52Q: 3 clusters Score -8219478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -8219478.000000 Penalty: 5485.154785
	Iteration 53Q: 3 clusters Score -8219478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -8219471.500000 Penalty: 5485.154785
	Iteration 54Q: 3 clusters Score -8219472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -8219471.500000 Penalty: 5485.154785
	Iteration 55F: 3 clusters Score -8219472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -431426.218750 Penalty: 2012.500732
	Iteration 0F: 2 clusters Score -431426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -427966.875000 Penalty: 4025.001465
	Iteration 0F: 3 clusters Score -427966.9 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -428669.531250 Penalty: 4025.001465
	Iteration 1F: 3 clusters Score -428669.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -428795.062500 Penalty: 4025.001465
	Iteration 2F: 3 clusters Score -428795.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -428857.937500 Penalty: 4025.001465
	Iteration 3Q: 3 clusters Score -428857.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -428911.531250 Penalty: 4025.001465
	Iteration 4Q: 3 clusters Score -428911.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -428948.781250 Penalty: 4025.001465
	Iteration 5Q: 3 clusters Score -428948.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -428976.500000 Penalty: 4025.001465
	Iteration 6Q: 3 clusters Score -428976.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -428996.218750 Penalty: 4025.001465
	Iteration 7Q: 3 clusters Score -428996.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -429010.687500 Penalty: 4025.001465
	Iteration 8Q: 3 clusters Score -429010.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -429026.000000 Penalty: 4025.001465
	Iteration 9Q: 3 clusters Score -429026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -429040.375000 Penalty: 4025.001465
	Iteration 10Q: 3 clusters Score -429040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -429047.343750 Penalty: 4025.001465
	Iteration 11Q: 3 clusters Score -429047.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429057.250000 Penalty: 4025.001465
	Iteration 12Q: 3 clusters Score -429057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -429066.375000 Penalty: 4025.001465
	Iteration 13Q: 3 clusters Score -429066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -429074.062500 Penalty: 4025.001465
	Iteration 14Q: 3 clusters Score -429074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -429081.218750 Penalty: 4025.001465
	Iteration 15Q: 3 clusters Score -429081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429087.718750 Penalty: 4025.001465
	Iteration 16Q: 3 clusters Score -429087.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429096.250000 Penalty: 4025.001465
	Iteration 17Q: 3 clusters Score -429096.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429102.406250 Penalty: 4025.001465
	Iteration 18Q: 3 clusters Score -429102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -429105.625000 Penalty: 4025.001465
	Iteration 19Q: 3 clusters Score -429105.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429107.000000 Penalty: 4025.001465
	Iteration 20F: 3 clusters Score -429107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429107.937500 Penalty: 4025.001465
	Iteration 21Q: 3 clusters Score -429107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -429107.937500 Penalty: 4025.001465
	Iteration 22Q: 3 clusters Score -429107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429108.687500 Penalty: 4025.001465
	Iteration 23Q: 3 clusters Score -429108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429110.250000 Penalty: 4025.001465
	Iteration 24Q: 3 clusters Score -429110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429110.875000 Penalty: 4025.001465
	Iteration 25Q: 3 clusters Score -429110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -429110.968750 Penalty: 4025.001465
	Iteration 26Q: 3 clusters Score -429111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -429110.968750 Penalty: 4025.001465
	Iteration 27F: 3 clusters Score -429111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204650 members 
Entering Unmasked Estep 
Score: -26439068.000000 Penalty: 3032.805908
	Iteration 0F: 2 clusters Score -2.643907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -26307662.000000 Penalty: 6065.611816
	Iteration 0F: 3 clusters Score -2.630766e+07 nChanged 98171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -26365510.000000 Penalty: 6065.611816
	Iteration 1F: 3 clusters Score -2.636551e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -26366906.000000 Penalty: 6065.611816
	Iteration 2Q: 3 clusters Score -2.636691e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -26369150.000000 Penalty: 6065.611816
	Iteration 3Q: 3 clusters Score -2.636915e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -26372518.000000 Penalty: 6065.611816
	Iteration 4Q: 3 clusters Score -2.637252e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -26377976.000000 Penalty: 6065.611816
	Iteration 5Q: 3 clusters Score -2.637798e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -26386440.000000 Penalty: 6065.611816
	Iteration 6F: 3 clusters Score -2.638644e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -26397890.000000 Penalty: 6065.611816
	Iteration 7F: 3 clusters Score -2.639789e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -26409268.000000 Penalty: 6065.611816
	Iteration 8F: 3 clusters Score -2.640927e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -26418114.000000 Penalty: 6065.611816
	Iteration 9F: 3 clusters Score -2.641811e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -26424264.000000 Penalty: 6065.611816
	Iteration 10Q: 3 clusters Score -2.642426e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -26427478.000000 Penalty: 6065.611816
	Iteration 11Q: 3 clusters Score -2.642748e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -26429752.000000 Penalty: 6065.611816
	Iteration 12Q: 3 clusters Score -2.642975e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -26431578.000000 Penalty: 6065.611816
	Iteration 13Q: 3 clusters Score -2.643158e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -26432958.000000 Penalty: 6065.611816
	Iteration 14Q: 3 clusters Score -2.643296e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196955 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -26433798.000000 Penalty: 6065.611816
	Iteration 15Q: 3 clusters Score -2.64338e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198625 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -26434634.000000 Penalty: 6065.611816
	Iteration 16Q: 3 clusters Score -2.643463e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199876 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -26435184.000000 Penalty: 6065.611816
	Iteration 17Q: 3 clusters Score -2.643518e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200841 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -26435458.000000 Penalty: 6065.611816
	Iteration 18Q: 3 clusters Score -2.643546e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201562 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26435646.000000 Penalty: 6065.611816
	Iteration 19Q: 3 clusters Score -2.643565e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -26435800.000000 Penalty: 6065.611816
	Iteration 20F: 3 clusters Score -2.64358e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202498 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -26435920.000000 Penalty: 6065.611816
	Iteration 21Q: 3 clusters Score -2.643592e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -26435990.000000 Penalty: 6065.611816
	Iteration 22Q: 3 clusters Score -2.643599e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202973 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -26436092.000000 Penalty: 6065.611816
	Iteration 23Q: 3 clusters Score -2.643609e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203140 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -26436150.000000 Penalty: 6065.611816
	Iteration 24Q: 3 clusters Score -2.643615e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203259 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -26436228.000000 Penalty: 6065.611816
	Iteration 25Q: 3 clusters Score -2.643623e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -26436308.000000 Penalty: 6065.611816
	Iteration 26Q: 3 clusters Score -2.643631e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -26436302.000000 Penalty: 6065.611816
	Iteration 27Q: 3 clusters Score -2.64363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203466 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -26436294.000000 Penalty: 6065.611816
	Iteration 28Q: 3 clusters Score -2.643629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203513 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26436318.000000 Penalty: 6065.611816
	Iteration 29Q: 3 clusters Score -2.643632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26436346.000000 Penalty: 6065.611816
	Iteration 30Q: 3 clusters Score -2.643635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203577 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -26436388.000000 Penalty: 6065.611816
	Iteration 31Q: 3 clusters Score -2.643639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203600 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -26436426.000000 Penalty: 6065.611816
	Iteration 32Q: 3 clusters Score -2.643643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203617 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -26436442.000000 Penalty: 6065.611816
	Iteration 33Q: 3 clusters Score -2.643644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -26436452.000000 Penalty: 6065.611816
	Iteration 34Q: 3 clusters Score -2.643645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203643 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -26436448.000000 Penalty: 6065.611816
	Iteration 35Q: 3 clusters Score -2.643645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203648 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -26436454.000000 Penalty: 6065.611816
	Iteration 36Q: 3 clusters Score -2.643645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -26436474.000000 Penalty: 6065.611816
	Iteration 37Q: 3 clusters Score -2.643647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -26436480.000000 Penalty: 6065.611816
	Iteration 38Q: 3 clusters Score -2.643648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -26436488.000000 Penalty: 6065.611816
	Iteration 39Q: 3 clusters Score -2.643649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203693 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -26436498.000000 Penalty: 6065.611816
	Iteration 40F: 3 clusters Score -2.64365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203700 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26436496.000000 Penalty: 6065.611816
	Iteration 41Q: 3 clusters Score -2.64365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203710 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -26436496.000000 Penalty: 6065.611816
	Iteration 42Q: 3 clusters Score -2.64365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203719 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -26436510.000000 Penalty: 6065.611816
	Iteration 43Q: 3 clusters Score -2.643651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203727 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -26436500.000000 Penalty: 6065.611816
	Iteration 44Q: 3 clusters Score -2.64365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -26436492.000000 Penalty: 6065.611816
	Iteration 45Q: 3 clusters Score -2.643649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -26436486.000000 Penalty: 6065.611816
	Iteration 46Q: 3 clusters Score -2.643649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203755 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -26436486.000000 Penalty: 6065.611816
	Iteration 47Q: 3 clusters Score -2.643649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203765 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -26436502.000000 Penalty: 6065.611816
	Iteration 48Q: 3 clusters Score -2.64365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203777 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -26436514.000000 Penalty: 6065.611816
	Iteration 49Q: 3 clusters Score -2.643651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203786 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -26436528.000000 Penalty: 6065.611816
	Iteration 50Q: 3 clusters Score -2.643653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203794 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -26436538.000000 Penalty: 6065.611816
	Iteration 51Q: 3 clusters Score -2.643654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203805 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -26436560.000000 Penalty: 6065.611816
	Iteration 52Q: 3 clusters Score -2.643656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203813 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -26436548.000000 Penalty: 6065.611816
	Iteration 53Q: 3 clusters Score -2.643655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203817 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -26436542.000000 Penalty: 6065.611816
	Iteration 54Q: 3 clusters Score -2.643654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203823 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -26436542.000000 Penalty: 6065.611816
	Iteration 55Q: 3 clusters Score -2.643654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203828 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -26436536.000000 Penalty: 6065.611816
	Iteration 56Q: 3 clusters Score -2.643654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -26436552.000000 Penalty: 6065.611816
	Iteration 57Q: 3 clusters Score -2.643655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -26436570.000000 Penalty: 6065.611816
	Iteration 58Q: 3 clusters Score -2.643657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -26436548.000000 Penalty: 6065.611816
	Iteration 59Q: 3 clusters Score -2.643655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203845 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -26436526.000000 Penalty: 6065.611816
	Iteration 60F: 3 clusters Score -2.643653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203845 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -26436560.000000 Penalty: 6065.611816
	Iteration 61Q: 3 clusters Score -2.643656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -26436538.000000 Penalty: 6065.611816
	Iteration 62Q: 3 clusters Score -2.643654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -26436542.000000 Penalty: 6065.611816
	Iteration 63Q: 3 clusters Score -2.643654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -26436554.000000 Penalty: 6065.611816
	Iteration 64Q: 3 clusters Score -2.643655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203856 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -26436566.000000 Penalty: 6065.611816
	Iteration 65Q: 3 clusters Score -2.643657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -26436560.000000 Penalty: 6065.611816
	Iteration 66Q: 3 clusters Score -2.643656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203859 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -26436558.000000 Penalty: 6065.611816
	Iteration 67Q: 3 clusters Score -2.643656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203862 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -26436576.000000 Penalty: 6065.611816
	Iteration 68Q: 3 clusters Score -2.643658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203867 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -26436580.000000 Penalty: 6065.611816
	Iteration 69Q: 3 clusters Score -2.643658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203872 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -26436570.000000 Penalty: 6065.611816
	Iteration 70Q: 3 clusters Score -2.643657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203874 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -26436566.000000 Penalty: 6065.611816
	Iteration 71Q: 3 clusters Score -2.643657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203876 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -26436568.000000 Penalty: 6065.611816
	Iteration 72Q: 3 clusters Score -2.643657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203878 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -26436570.000000 Penalty: 6065.611816
	Iteration 73Q: 3 clusters Score -2.643657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203878 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -26436570.000000 Penalty: 6065.611816
	Iteration 74F: 3 clusters Score -2.643657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178976 members 
Entering Unmasked Estep 
Score: -23193886.000000 Penalty: 2999.561768
	Iteration 0F: 2 clusters Score -2.319389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -23078718.000000 Penalty: 5999.123535
	Iteration 0F: 3 clusters Score -2.307872e+07 nChanged 85763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -23129468.000000 Penalty: 5999.123535
	Iteration 1F: 3 clusters Score -2.312947e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -23130558.000000 Penalty: 5999.123535
	Iteration 2Q: 3 clusters Score -2.313056e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -23132112.000000 Penalty: 5999.123535
	Iteration 3Q: 3 clusters Score -2.313211e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -23133506.000000 Penalty: 5999.123535
	Iteration 4Q: 3 clusters Score -2.313351e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -23135156.000000 Penalty: 5999.123535
	Iteration 5Q: 3 clusters Score -2.313516e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -23137104.000000 Penalty: 5999.123535
	Iteration 6Q: 3 clusters Score -2.31371e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -23139450.000000 Penalty: 5999.123535
	Iteration 7Q: 3 clusters Score -2.313945e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -23141826.000000 Penalty: 5999.123535
	Iteration 8Q: 3 clusters Score -2.314183e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -23144412.000000 Penalty: 5999.123535
	Iteration 9Q: 3 clusters Score -2.314441e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -23147404.000000 Penalty: 5999.123535
	Iteration 10Q: 3 clusters Score -2.31474e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -23150622.000000 Penalty: 5999.123535
	Iteration 11Q: 3 clusters Score -2.315062e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 115918 members 
Entering Unmasked Estep 
Score: -23155022.000000 Penalty: 5999.123535
	Iteration 12Q: 3 clusters Score -2.315502e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -23160170.000000 Penalty: 5999.123535
	Iteration 13Q: 3 clusters Score -2.316017e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 125819 members 
Entering Unmasked Estep 
Score: -23165536.000000 Penalty: 5999.123535
	Iteration 14Q: 3 clusters Score -2.316554e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -23169976.000000 Penalty: 5999.123535
	Iteration 15Q: 3 clusters Score -2.316998e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 132618 members 
Entering Unmasked Estep 
Score: -23172536.000000 Penalty: 5999.123535
	Iteration 16Q: 3 clusters Score -2.317254e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 135566 members 
Entering Unmasked Estep 
Score: -23173994.000000 Penalty: 5999.123535
	Iteration 17Q: 3 clusters Score -2.317399e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -23174992.000000 Penalty: 5999.123535
	Iteration 18Q: 3 clusters Score -2.317499e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -23176098.000000 Penalty: 5999.123535
	Iteration 19Q: 3 clusters Score -2.31761e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -23177002.000000 Penalty: 5999.123535
	Iteration 20F: 3 clusters Score -2.3177e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -23178142.000000 Penalty: 5999.123535
	Iteration 21Q: 3 clusters Score -2.317814e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -23179380.000000 Penalty: 5999.123535
	Iteration 22Q: 3 clusters Score -2.317938e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 153302 members 
Entering Unmasked Estep 
Score: -23180722.000000 Penalty: 5999.123535
	Iteration 23Q: 3 clusters Score -2.318072e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -23181838.000000 Penalty: 5999.123535
	Iteration 24Q: 3 clusters Score -2.318184e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -23182994.000000 Penalty: 5999.123535
	Iteration 25Q: 3 clusters Score -2.318299e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 160728 members 
Entering Unmasked Estep 
Score: -23184232.000000 Penalty: 5999.123535
	Iteration 26Q: 3 clusters Score -2.318423e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -23185176.000000 Penalty: 5999.123535
	Iteration 27Q: 3 clusters Score -2.318518e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -23186112.000000 Penalty: 5999.123535
	Iteration 28Q: 3 clusters Score -2.318611e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 166128 members 
Entering Unmasked Estep 
Score: -23186844.000000 Penalty: 5999.123535
	Iteration 29Q: 3 clusters Score -2.318684e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -23187676.000000 Penalty: 5999.123535
	Iteration 30Q: 3 clusters Score -2.318768e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -23188354.000000 Penalty: 5999.123535
	Iteration 31Q: 3 clusters Score -2.318835e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -23188848.000000 Penalty: 5999.123535
	Iteration 32Q: 3 clusters Score -2.318885e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -23189260.000000 Penalty: 5999.123535
	Iteration 33Q: 3 clusters Score -2.318926e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -23189692.000000 Penalty: 5999.123535
	Iteration 34Q: 3 clusters Score -2.318969e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -23189940.000000 Penalty: 5999.123535
	Iteration 35Q: 3 clusters Score -2.318994e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 173818 members 
Entering Unmasked Estep 
Score: -23190300.000000 Penalty: 5999.123535
	Iteration 36Q: 3 clusters Score -2.31903e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 174420 members 
Entering Unmasked Estep 
Score: -23190524.000000 Penalty: 5999.123535
	Iteration 37Q: 3 clusters Score -2.319052e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -23190752.000000 Penalty: 5999.123535
	Iteration 38Q: 3 clusters Score -2.319075e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 175369 members 
Entering Unmasked Estep 
Score: -23190884.000000 Penalty: 5999.123535
	Iteration 39Q: 3 clusters Score -2.319088e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -23190972.000000 Penalty: 5999.123535
	Iteration 40F: 3 clusters Score -2.319097e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -23191094.000000 Penalty: 5999.123535
	Iteration 41Q: 3 clusters Score -2.319109e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -23191122.000000 Penalty: 5999.123535
	Iteration 42Q: 3 clusters Score -2.319112e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -23191246.000000 Penalty: 5999.123535
	Iteration 43Q: 3 clusters Score -2.319125e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -23191294.000000 Penalty: 5999.123535
	Iteration 44Q: 3 clusters Score -2.319129e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -23191332.000000 Penalty: 5999.123535
	Iteration 45Q: 3 clusters Score -2.319133e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -23191332.000000 Penalty: 5999.123535
	Iteration 46Q: 3 clusters Score -2.319133e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 177049 members 
Entering Unmasked Estep 
Score: -23191322.000000 Penalty: 5999.123535
	Iteration 47Q: 3 clusters Score -2.319132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -23191362.000000 Penalty: 5999.123535
	Iteration 48Q: 3 clusters Score -2.319136e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -23191392.000000 Penalty: 5999.123535
	Iteration 49Q: 3 clusters Score -2.319139e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -23191440.000000 Penalty: 5999.123535
	Iteration 50Q: 3 clusters Score -2.319144e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -23191444.000000 Penalty: 5999.123535
	Iteration 51Q: 3 clusters Score -2.319144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -23191434.000000 Penalty: 5999.123535
	Iteration 52Q: 3 clusters Score -2.319143e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 177389 members 
Entering Unmasked Estep 
Score: -23191420.000000 Penalty: 5999.123535
	Iteration 53Q: 3 clusters Score -2.319142e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -23191446.000000 Penalty: 5999.123535
	Iteration 54Q: 3 clusters Score -2.319145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 177463 members 
Entering Unmasked Estep 
Score: -23191444.000000 Penalty: 5999.123535
	Iteration 55Q: 3 clusters Score -2.319144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -23191462.000000 Penalty: 5999.123535
	Iteration 56Q: 3 clusters Score -2.319146e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 177554 members 
Entering Unmasked Estep 
Score: -23191472.000000 Penalty: 5999.123535
	Iteration 57Q: 3 clusters Score -2.319147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 177577 members 
Entering Unmasked Estep 
Score: -23191460.000000 Penalty: 5999.123535
	Iteration 58Q: 3 clusters Score -2.319146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -23191458.000000 Penalty: 5999.123535
	Iteration 59Q: 3 clusters Score -2.319146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -23191470.000000 Penalty: 5999.123535
	Iteration 60F: 3 clusters Score -2.319147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 177613 members 
Entering Unmasked Estep 
Score: -23191486.000000 Penalty: 5999.123535
	Iteration 61Q: 3 clusters Score -2.319149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -23191476.000000 Penalty: 5999.123535
	Iteration 62Q: 3 clusters Score -2.319148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -23191472.000000 Penalty: 5999.123535
	Iteration 63Q: 3 clusters Score -2.319147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -23191468.000000 Penalty: 5999.123535
	Iteration 64Q: 3 clusters Score -2.319147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -23191462.000000 Penalty: 5999.123535
	Iteration 65Q: 3 clusters Score -2.319146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 177645 members 
Entering Unmasked Estep 
Score: -23191462.000000 Penalty: 5999.123535
	Iteration 66Q: 3 clusters Score -2.319146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -23191452.000000 Penalty: 5999.123535
	Iteration 67Q: 3 clusters Score -2.319145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -23191464.000000 Penalty: 5999.123535
	Iteration 68Q: 3 clusters Score -2.319146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 177672 members 
Entering Unmasked Estep 
Score: -23191472.000000 Penalty: 5999.123535
	Iteration 69Q: 3 clusters Score -2.319147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -23191476.000000 Penalty: 5999.123535
	Iteration 70Q: 3 clusters Score -2.319148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 177693 members 
Entering Unmasked Estep 
Score: -23191474.000000 Penalty: 5999.123535
	Iteration 71Q: 3 clusters Score -2.319147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -23191466.000000 Penalty: 5999.123535
	Iteration 72Q: 3 clusters Score -2.319147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23191474.000000 Penalty: 5999.123535
	Iteration 73Q: 3 clusters Score -2.319147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -23191482.000000 Penalty: 5999.123535
	Iteration 74Q: 3 clusters Score -2.319148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -23191460.000000 Penalty: 5999.123535
	Iteration 75Q: 3 clusters Score -2.319146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -23191478.000000 Penalty: 5999.123535
	Iteration 76Q: 3 clusters Score -2.319148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -23191486.000000 Penalty: 5999.123535
	Iteration 77Q: 3 clusters Score -2.319149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -23191504.000000 Penalty: 5999.123535
	Iteration 78Q: 3 clusters Score -2.31915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -23191490.000000 Penalty: 5999.123535
	Iteration 79Q: 3 clusters Score -2.319149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 177776 members 
Entering Unmasked Estep 
Score: -23191506.000000 Penalty: 5999.123535
	Iteration 80F: 3 clusters Score -2.319151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 177783 members 
Entering Unmasked Estep 
Score: -23191494.000000 Penalty: 5999.123535
	Iteration 81Q: 3 clusters Score -2.319149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 177790 members 
Entering Unmasked Estep 
Score: -23191494.000000 Penalty: 5999.123535
	Iteration 82Q: 3 clusters Score -2.319149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -23191498.000000 Penalty: 5999.123535
	Iteration 83Q: 3 clusters Score -2.31915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -23191522.000000 Penalty: 5999.123535
	Iteration 84Q: 3 clusters Score -2.319152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -23191516.000000 Penalty: 5999.123535
	Iteration 85Q: 3 clusters Score -2.319152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 177821 members 
Entering Unmasked Estep 
Score: -23191516.000000 Penalty: 5999.123535
	Iteration 86Q: 3 clusters Score -2.319152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -23191512.000000 Penalty: 5999.123535
	Iteration 87Q: 3 clusters Score -2.319151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -23191514.000000 Penalty: 5999.123535
	Iteration 88Q: 3 clusters Score -2.319151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -23191530.000000 Penalty: 5999.123535
	Iteration 89Q: 3 clusters Score -2.319153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 177821 members 
Entering Unmasked Estep 
Score: -23191530.000000 Penalty: 5999.123535
	Iteration 90Q: 3 clusters Score -2.319153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -23191540.000000 Penalty: 5999.123535
	Iteration 91Q: 3 clusters Score -2.319154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -23191528.000000 Penalty: 5999.123535
	Iteration 92Q: 3 clusters Score -2.319153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -23191526.000000 Penalty: 5999.123535
	Iteration 93Q: 3 clusters Score -2.319153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -23191534.000000 Penalty: 5999.123535
	Iteration 94Q: 3 clusters Score -2.319153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -23191528.000000 Penalty: 5999.123535
	Iteration 95Q: 3 clusters Score -2.319153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 177849 members 
Entering Unmasked Estep 
Score: -23191530.000000 Penalty: 5999.123535
	Iteration 96Q: 3 clusters Score -2.319153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -23191542.000000 Penalty: 5999.123535
	Iteration 97Q: 3 clusters Score -2.319154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -23191526.000000 Penalty: 5999.123535
	Iteration 98Q: 3 clusters Score -2.319153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -23191522.000000 Penalty: 5999.123535
	Iteration 99Q: 3 clusters Score -2.319152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -23191522.000000 Penalty: 5999.123535
	Iteration 100F: 3 clusters Score -2.319152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -23191532.000000 Penalty: 5999.123535
	Iteration 101Q: 3 clusters Score -2.319153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -23191526.000000 Penalty: 5999.123535
	Iteration 102Q: 3 clusters Score -2.319153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -23191528.000000 Penalty: 5999.123535
	Iteration 103Q: 3 clusters Score -2.319153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -23191534.000000 Penalty: 5999.123535
	Iteration 104Q: 3 clusters Score -2.319153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -23191534.000000 Penalty: 5999.123535
	Iteration 105F: 3 clusters Score -2.319153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Entering Unmasked Estep 
Score: -5809771.000000 Penalty: 2653.645508
	Iteration 0F: 2 clusters Score -5809771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5779740.500000 Penalty: 5307.291016
	Iteration 0F: 3 clusters Score -5779740 nChanged 20347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5790911.000000 Penalty: 5307.291016
	Iteration 1F: 3 clusters Score -5790911 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5791451.500000 Penalty: 5307.291016
	Iteration 2Q: 3 clusters Score -5791452 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5791975.000000 Penalty: 5307.291016
	Iteration 3Q: 3 clusters Score -5791975 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5792581.500000 Penalty: 5307.291016
	Iteration 4Q: 3 clusters Score -5792582 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -5793412.500000 Penalty: 5307.291016
	Iteration 5Q: 3 clusters Score -5793412 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5794521.000000 Penalty: 5307.291016
	Iteration 6F: 3 clusters Score -5794521 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5796296.500000 Penalty: 5307.291016
	Iteration 7F: 3 clusters Score -5796296 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5799001.500000 Penalty: 5307.291016
	Iteration 8F: 3 clusters Score -5799002 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5802189.500000 Penalty: 5307.291016
	Iteration 9F: 3 clusters Score -5802190 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5804628.000000 Penalty: 5307.291016
	Iteration 10F: 3 clusters Score -5804628 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5805911.000000 Penalty: 5307.291016
	Iteration 11Q: 3 clusters Score -5805911 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5806525.000000 Penalty: 5307.291016
	Iteration 12Q: 3 clusters Score -5806525 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5806765.500000 Penalty: 5307.291016
	Iteration 13Q: 3 clusters Score -5806766 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5806893.000000 Penalty: 5307.291016
	Iteration 14Q: 3 clusters Score -5806893 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5806989.000000 Penalty: 5307.291016
	Iteration 15Q: 3 clusters Score -5806989 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5807076.000000 Penalty: 5307.291016
	Iteration 16Q: 3 clusters Score -5807076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5807157.000000 Penalty: 5307.291016
	Iteration 17Q: 3 clusters Score -5807157 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5807196.000000 Penalty: 5307.291016
	Iteration 18Q: 3 clusters Score -5807196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5807259.000000 Penalty: 5307.291016
	Iteration 19Q: 3 clusters Score -5807259 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5807296.000000 Penalty: 5307.291016
	Iteration 20F: 3 clusters Score -5807296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5807329.000000 Penalty: 5307.291016
	Iteration 21Q: 3 clusters Score -5807329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5807352.000000 Penalty: 5307.291016
	Iteration 22Q: 3 clusters Score -5807352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5807374.000000 Penalty: 5307.291016
	Iteration 23Q: 3 clusters Score -5807374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5807404.000000 Penalty: 5307.291016
	Iteration 24Q: 3 clusters Score -5807404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5807428.500000 Penalty: 5307.291016
	Iteration 25Q: 3 clusters Score -5807428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5807477.500000 Penalty: 5307.291016
	Iteration 26Q: 3 clusters Score -5807478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5807516.500000 Penalty: 5307.291016
	Iteration 27Q: 3 clusters Score -5807516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5807518.500000 Penalty: 5307.291016
	Iteration 28Q: 3 clusters Score -5807518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5807545.500000 Penalty: 5307.291016
	Iteration 29Q: 3 clusters Score -5807546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5807562.500000 Penalty: 5307.291016
	Iteration 30Q: 3 clusters Score -5807562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5807580.500000 Penalty: 5307.291016
	Iteration 31Q: 3 clusters Score -5807580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5807606.000000 Penalty: 5307.291016
	Iteration 32Q: 3 clusters Score -5807606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5807628.500000 Penalty: 5307.291016
	Iteration 33Q: 3 clusters Score -5807628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5807622.000000 Penalty: 5307.291016
	Iteration 34Q: 3 clusters Score -5807622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5807635.000000 Penalty: 5307.291016
	Iteration 35Q: 3 clusters Score -5807635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5807644.500000 Penalty: 5307.291016
	Iteration 36Q: 3 clusters Score -5807644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5807635.500000 Penalty: 5307.291016
	Iteration 37Q: 3 clusters Score -5807636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5807636.000000 Penalty: 5307.291016
	Iteration 38Q: 3 clusters Score -5807636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5807641.000000 Penalty: 5307.291016
	Iteration 39Q: 3 clusters Score -5807641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5807650.000000 Penalty: 5307.291016
	Iteration 40F: 3 clusters Score -5807650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5807655.500000 Penalty: 5307.291016
	Iteration 41Q: 3 clusters Score -5807656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5807650.500000 Penalty: 5307.291016
	Iteration 42Q: 3 clusters Score -5807650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5807655.500000 Penalty: 5307.291016
	Iteration 43Q: 3 clusters Score -5807656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5807659.000000 Penalty: 5307.291016
	Iteration 44Q: 3 clusters Score -5807659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5807646.000000 Penalty: 5307.291016
	Iteration 45Q: 3 clusters Score -5807646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5807652.500000 Penalty: 5307.291016
	Iteration 46Q: 3 clusters Score -5807652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5807660.000000 Penalty: 5307.291016
	Iteration 47Q: 3 clusters Score -5807660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5807660.000000 Penalty: 5307.291016
	Iteration 48Q: 3 clusters Score -5807660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5807659.000000 Penalty: 5307.291016
	Iteration 49Q: 3 clusters Score -5807659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5807669.000000 Penalty: 5307.291016
	Iteration 50Q: 3 clusters Score -5807669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5807662.500000 Penalty: 5307.291016
	Iteration 51Q: 3 clusters Score -5807662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5807668.000000 Penalty: 5307.291016
	Iteration 52Q: 3 clusters Score -5807668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5807674.500000 Penalty: 5307.291016
	Iteration 53Q: 3 clusters Score -5807674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5807669.500000 Penalty: 5307.291016
	Iteration 54Q: 3 clusters Score -5807670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5807681.000000 Penalty: 5307.291016
	Iteration 55Q: 3 clusters Score -5807681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5807678.500000 Penalty: 5307.291016
	Iteration 56Q: 3 clusters Score -5807678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5807675.000000 Penalty: 5307.291016
	Iteration 57Q: 3 clusters Score -5807675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5807676.000000 Penalty: 5307.291016
	Iteration 58Q: 3 clusters Score -5807676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5807679.500000 Penalty: 5307.291016
	Iteration 59Q: 3 clusters Score -5807680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5807675.500000 Penalty: 5307.291016
	Iteration 60F: 3 clusters Score -5807676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5807674.500000 Penalty: 5307.291016
	Iteration 61Q: 3 clusters Score -5807674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5807673.500000 Penalty: 5307.291016
	Iteration 62Q: 3 clusters Score -5807674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5807677.000000 Penalty: 5307.291016
	Iteration 63Q: 3 clusters Score -5807677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5807675.000000 Penalty: 5307.291016
	Iteration 64Q: 3 clusters Score -5807675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5807668.500000 Penalty: 5307.291016
	Iteration 65Q: 3 clusters Score -5807668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5807673.000000 Penalty: 5307.291016
	Iteration 66Q: 3 clusters Score -5807673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5807674.000000 Penalty: 5307.291016
	Iteration 67Q: 3 clusters Score -5807674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5807674.000000 Penalty: 5307.291016
	Iteration 68F: 3 clusters Score -5807674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44633.164062 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -44633.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44855.257812 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -44855.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44943.886719 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -44943.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44964.082031 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -44964.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44973.355469 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -44973.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44984.687500 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -44984.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44990.683594 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -44990.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44992.960938 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -44992.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44992.960938 Penalty: 2990.026123
	Iteration 8F: 3 clusters Score -44992.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -507112.281250 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -507112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -503235.062500 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -503235.1 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -504057.218750 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -504057.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -504248.218750 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -504248.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -504367.375000 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -504367.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -504442.312500 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -504442.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -504503.187500 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -504503.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -504558.656250 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -504558.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -504609.843750 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -504609.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -504650.531250 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -504650.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -504691.062500 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -504691.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -504738.562500 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -504738.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -504780.000000 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -504780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -504817.406250 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -504817.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -504857.218750 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -504857.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -504893.718750 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -504893.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -504921.156250 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -504921.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -504947.906250 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -504947.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -504984.593750 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -504984.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -505021.406250 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -505021.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -505067.406250 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -505067.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -505112.187500 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -505112.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -505153.843750 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -505153.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -505179.343750 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -505179.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -505205.593750 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -505205.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -505236.218750 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -505236.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -505260.156250 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -505260.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -505277.531250 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -505277.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -505305.500000 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -505305.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -505327.125000 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -505327.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -505352.125000 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -505352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -505378.812500 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -505378.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -505408.843750 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -505408.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -505434.625000 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -505434.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -505455.000000 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -505455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -505468.718750 Penalty: 4116.198730
	Iteration 34Q: 3 clusters Score -505468.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -505480.468750 Penalty: 4116.198730
	Iteration 35Q: 3 clusters Score -505480.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -505495.312500 Penalty: 4116.198730
	Iteration 36Q: 3 clusters Score -505495.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -505511.781250 Penalty: 4116.198730
	Iteration 37Q: 3 clusters Score -505511.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -505525.375000 Penalty: 4116.198730
	Iteration 38Q: 3 clusters Score -505525.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -505541.843750 Penalty: 4116.198730
	Iteration 39Q: 3 clusters Score -505541.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -505555.343750 Penalty: 4116.198730
	Iteration 40F: 3 clusters Score -505555.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -505566.187500 Penalty: 4116.198730
	Iteration 41Q: 3 clusters Score -505566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -505574.843750 Penalty: 4116.198730
	Iteration 42Q: 3 clusters Score -505574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -505584.187500 Penalty: 4116.198730
	Iteration 43Q: 3 clusters Score -505584.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -505590.062500 Penalty: 4116.198730
	Iteration 44Q: 3 clusters Score -505590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -505595.812500 Penalty: 4116.198730
	Iteration 45Q: 3 clusters Score -505595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -505602.687500 Penalty: 4116.198730
	Iteration 46Q: 3 clusters Score -505602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -505607.468750 Penalty: 4116.198730
	Iteration 47Q: 3 clusters Score -505607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -505610.062500 Penalty: 4116.198730
	Iteration 48Q: 3 clusters Score -505610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -505612.593750 Penalty: 4116.198730
	Iteration 49Q: 3 clusters Score -505612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -505617.031250 Penalty: 4116.198730
	Iteration 50Q: 3 clusters Score -505617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -505619.406250 Penalty: 4116.198730
	Iteration 51Q: 3 clusters Score -505619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -505622.343750 Penalty: 4116.198730
	Iteration 52Q: 3 clusters Score -505622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -505625.156250 Penalty: 4116.198730
	Iteration 53Q: 3 clusters Score -505625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -505627.250000 Penalty: 4116.198730
	Iteration 54Q: 3 clusters Score -505627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -505631.437500 Penalty: 4116.198730
	Iteration 55Q: 3 clusters Score -505631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -505638.125000 Penalty: 4116.198730
	Iteration 56Q: 3 clusters Score -505638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -505643.218750 Penalty: 4116.198730
	Iteration 57Q: 3 clusters Score -505643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -505647.843750 Penalty: 4116.198730
	Iteration 58Q: 3 clusters Score -505647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -505650.843750 Penalty: 4116.198730
	Iteration 59Q: 3 clusters Score -505650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -505653.125000 Penalty: 4116.198730
	Iteration 60F: 3 clusters Score -505653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -505653.968750 Penalty: 4116.198730
	Iteration 61Q: 3 clusters Score -505654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -505655.062500 Penalty: 4116.198730
	Iteration 62Q: 3 clusters Score -505655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -505655.062500 Penalty: 4116.198730
	Iteration 63F: 3 clusters Score -505655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -639919.000000 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -639919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -635234.812500 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -635234.8 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -636390.562500 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -636390.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -636592.812500 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -636592.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -636723.312500 Penalty: 4244.743652
	Iteration 3Q: 3 clusters Score -636723.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -636846.687500 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -636846.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -637001.625000 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -637001.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -637165.312500 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -637165.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -637377.625000 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -637377.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -637613.687500 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -637613.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -637855.937500 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -637855.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -638073.000000 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -638073 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -638260.000000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -638260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -638417.625000 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -638417.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -638523.875000 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -638523.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -638607.125000 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -638607.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -638671.187500 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -638671.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -638710.187500 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -638710.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -638733.062500 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -638733.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -638743.000000 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -638743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638751.000000 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -638751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -638751.562500 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -638751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -638754.125000 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -638754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -638755.937500 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -638755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -638756.187500 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -638756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -638756.625000 Penalty: 4244.743652
	Iteration 24Q: 3 clusters Score -638756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -638756.375000 Penalty: 4244.743652
	Iteration 25Q: 3 clusters Score -638756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -638756.500000 Penalty: 4244.743652
	Iteration 26Q: 3 clusters Score -638756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -638759.125000 Penalty: 4244.743652
	Iteration 27Q: 3 clusters Score -638759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -638758.750000 Penalty: 4244.743652
	Iteration 28Q: 3 clusters Score -638758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -638758.750000 Penalty: 4244.743652
	Iteration 29F: 3 clusters Score -638758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -138891.484375 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -138891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136866.656250 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -136866.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137139.171875 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -137139.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137224.906250 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -137224.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137270.484375 Penalty: 3498.149658
	Iteration 3Q: 3 clusters Score -137270.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137312.203125 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -137312.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137339.015625 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -137339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137353.578125 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -137353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137364.218750 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -137364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -137376.578125 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -137376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137390.015625 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -137390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137395.812500 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -137395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137397.312500 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -137397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137397.312500 Penalty: 3498.149658
	Iteration 12F: 3 clusters Score -137397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Entering Unmasked Estep 
Score: -6798339.000000 Penalty: 2702.662109
	Iteration 0F: 2 clusters Score -6798339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6761834.500000 Penalty: 5405.324219
	Iteration 0F: 3 clusters Score -6761834 nChanged 25083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -6775812.500000 Penalty: 5405.324219
	Iteration 1F: 3 clusters Score -6775812 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -6776462.000000 Penalty: 5405.324219
	Iteration 2Q: 3 clusters Score -6776462 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6777156.000000 Penalty: 5405.324219
	Iteration 3Q: 3 clusters Score -6777156 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6777945.500000 Penalty: 5405.324219
	Iteration 4Q: 3 clusters Score -6777946 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6778885.000000 Penalty: 5405.324219
	Iteration 5Q: 3 clusters Score -6778885 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -6780179.000000 Penalty: 5405.324219
	Iteration 6Q: 3 clusters Score -6780179 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -6781827.500000 Penalty: 5405.324219
	Iteration 7F: 3 clusters Score -6781828 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -6783931.000000 Penalty: 5405.324219
	Iteration 8F: 3 clusters Score -6783931 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -6785913.000000 Penalty: 5405.324219
	Iteration 9F: 3 clusters Score -6785913 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -6787453.500000 Penalty: 5405.324219
	Iteration 10F: 3 clusters Score -6787454 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -6788477.500000 Penalty: 5405.324219
	Iteration 11Q: 3 clusters Score -6788478 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -6789006.500000 Penalty: 5405.324219
	Iteration 12Q: 3 clusters Score -6789006 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -6789367.000000 Penalty: 5405.324219
	Iteration 13Q: 3 clusters Score -6789367 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -6789536.500000 Penalty: 5405.324219
	Iteration 14Q: 3 clusters Score -6789536 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6789632.000000 Penalty: 5405.324219
	Iteration 15Q: 3 clusters Score -6789632 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -6789697.000000 Penalty: 5405.324219
	Iteration 16Q: 3 clusters Score -6789697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -6789714.000000 Penalty: 5405.324219
	Iteration 17Q: 3 clusters Score -6789714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -6789710.500000 Penalty: 5405.324219
	Iteration 18Q: 3 clusters Score -6789710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -6789714.500000 Penalty: 5405.324219
	Iteration 19Q: 3 clusters Score -6789714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6789730.000000 Penalty: 5405.324219
	Iteration 20F: 3 clusters Score -6789730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6789741.500000 Penalty: 5405.324219
	Iteration 21Q: 3 clusters Score -6789742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6789747.000000 Penalty: 5405.324219
	Iteration 22Q: 3 clusters Score -6789747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -6789781.000000 Penalty: 5405.324219
	Iteration 23Q: 3 clusters Score -6789781 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -6789778.500000 Penalty: 5405.324219
	Iteration 24Q: 3 clusters Score -6789778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -6789784.500000 Penalty: 5405.324219
	Iteration 25Q: 3 clusters Score -6789784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6789795.500000 Penalty: 5405.324219
	Iteration 26Q: 3 clusters Score -6789796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -6789824.500000 Penalty: 5405.324219
	Iteration 27Q: 3 clusters Score -6789824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -6789856.500000 Penalty: 5405.324219
	Iteration 28Q: 3 clusters Score -6789856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6789846.500000 Penalty: 5405.324219
	Iteration 29Q: 3 clusters Score -6789846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -6789865.000000 Penalty: 5405.324219
	Iteration 30Q: 3 clusters Score -6789865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -6789888.000000 Penalty: 5405.324219
	Iteration 31Q: 3 clusters Score -6789888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6789920.500000 Penalty: 5405.324219
	Iteration 32Q: 3 clusters Score -6789920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -6789920.000000 Penalty: 5405.324219
	Iteration 33Q: 3 clusters Score -6789920 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -6789969.500000 Penalty: 5405.324219
	Iteration 34Q: 3 clusters Score -6789970 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -6790018.000000 Penalty: 5405.324219
	Iteration 35Q: 3 clusters Score -6790018 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -6790036.000000 Penalty: 5405.324219
	Iteration 36Q: 3 clusters Score -6790036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -6790069.000000 Penalty: 5405.324219
	Iteration 37Q: 3 clusters Score -6790069 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -6790092.500000 Penalty: 5405.324219
	Iteration 38Q: 3 clusters Score -6790092 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -6790144.000000 Penalty: 5405.324219
	Iteration 39Q: 3 clusters Score -6790144 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -6790185.000000 Penalty: 5405.324219
	Iteration 40F: 3 clusters Score -6790185 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -6790246.000000 Penalty: 5405.324219
	Iteration 41Q: 3 clusters Score -6790246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -6790323.000000 Penalty: 5405.324219
	Iteration 42Q: 3 clusters Score -6790323 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -6790384.000000 Penalty: 5405.324219
	Iteration 43Q: 3 clusters Score -6790384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -6790450.000000 Penalty: 5405.324219
	Iteration 44Q: 3 clusters Score -6790450 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6790558.500000 Penalty: 5405.324219
	Iteration 45Q: 3 clusters Score -6790558 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -6790710.500000 Penalty: 5405.324219
	Iteration 46Q: 3 clusters Score -6790710 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6790940.000000 Penalty: 5405.324219
	Iteration 47Q: 3 clusters Score -6790940 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -6791343.000000 Penalty: 5405.324219
	Iteration 48Q: 3 clusters Score -6791343 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6791923.500000 Penalty: 5405.324219
	Iteration 49Q: 3 clusters Score -6791924 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6792711.000000 Penalty: 5405.324219
	Iteration 50Q: 3 clusters Score -6792711 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6793638.500000 Penalty: 5405.324219
	Iteration 51Q: 3 clusters Score -6793638 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -6794611.000000 Penalty: 5405.324219
	Iteration 52Q: 3 clusters Score -6794611 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6795423.000000 Penalty: 5405.324219
	Iteration 53Q: 3 clusters Score -6795423 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6796118.000000 Penalty: 5405.324219
	Iteration 54Q: 3 clusters Score -6796118 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -6796439.000000 Penalty: 5405.324219
	Iteration 55Q: 3 clusters Score -6796439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -6796581.000000 Penalty: 5405.324219
	Iteration 56Q: 3 clusters Score -6796581 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -6796633.500000 Penalty: 5405.324219
	Iteration 57Q: 3 clusters Score -6796634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6796679.000000 Penalty: 5405.324219
	Iteration 58Q: 3 clusters Score -6796679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6796701.000000 Penalty: 5405.324219
	Iteration 59Q: 3 clusters Score -6796701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -6796723.500000 Penalty: 5405.324219
	Iteration 60F: 3 clusters Score -6796724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -6796761.000000 Penalty: 5405.324219
	Iteration 61Q: 3 clusters Score -6796761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6796774.500000 Penalty: 5405.324219
	Iteration 62Q: 3 clusters Score -6796774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -6796770.000000 Penalty: 5405.324219
	Iteration 63Q: 3 clusters Score -6796770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -6796780.500000 Penalty: 5405.324219
	Iteration 64Q: 3 clusters Score -6796780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6796798.000000 Penalty: 5405.324219
	Iteration 65Q: 3 clusters Score -6796798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -6796795.500000 Penalty: 5405.324219
	Iteration 66Q: 3 clusters Score -6796796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -6796798.000000 Penalty: 5405.324219
	Iteration 67Q: 3 clusters Score -6796798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -6796793.500000 Penalty: 5405.324219
	Iteration 68Q: 3 clusters Score -6796794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -6796794.000000 Penalty: 5405.324219
	Iteration 69Q: 3 clusters Score -6796794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6796795.500000 Penalty: 5405.324219
	Iteration 70Q: 3 clusters Score -6796796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6796793.000000 Penalty: 5405.324219
	Iteration 71Q: 3 clusters Score -6796793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -6796793.000000 Penalty: 5405.324219
	Iteration 72Q: 3 clusters Score -6796793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -6796793.000000 Penalty: 5405.324219
	Iteration 73F: 3 clusters Score -6796793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -20187.308594 Penalty: 1302.563843
	Iteration 0F: 2 clusters Score -20187.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19098.998047 Penalty: 2605.127686
	Iteration 0F: 3 clusters Score -19099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19156.861328 Penalty: 2605.127686
	Iteration 1F: 3 clusters Score -19156.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19182.691406 Penalty: 2605.127686
	Iteration 2Q: 3 clusters Score -19182.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19192.554688 Penalty: 2605.127686
	Iteration 3Q: 3 clusters Score -19192.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19200.308594 Penalty: 2605.127686
	Iteration 4Q: 3 clusters Score -19200.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19200.308594 Penalty: 2605.127686
	Iteration 5F: 3 clusters Score -19200.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Entering Unmasked Estep 
Score: -2607024.750000 Penalty: 2454.322998
	Iteration 0F: 2 clusters Score -2607025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2592973.500000 Penalty: 4908.645996
	Iteration 0F: 3 clusters Score -2592974 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2597644.250000 Penalty: 4908.645996
	Iteration 1F: 3 clusters Score -2597644 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2598061.000000 Penalty: 4908.645996
	Iteration 2F: 3 clusters Score -2598061 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2598475.000000 Penalty: 4908.645996
	Iteration 3Q: 3 clusters Score -2598475 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2598859.000000 Penalty: 4908.645996
	Iteration 4Q: 3 clusters Score -2598859 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2599266.250000 Penalty: 4908.645996
	Iteration 5Q: 3 clusters Score -2599266 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2599735.750000 Penalty: 4908.645996
	Iteration 6Q: 3 clusters Score -2599736 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2600351.000000 Penalty: 4908.645996
	Iteration 7F: 3 clusters Score -2600351 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2601072.250000 Penalty: 4908.645996
	Iteration 8F: 3 clusters Score -2601072 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2601814.000000 Penalty: 4908.645996
	Iteration 9F: 3 clusters Score -2601814 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2602518.500000 Penalty: 4908.645996
	Iteration 10Q: 3 clusters Score -2602518 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2603122.000000 Penalty: 4908.645996
	Iteration 11Q: 3 clusters Score -2603122 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2603459.750000 Penalty: 4908.645996
	Iteration 12Q: 3 clusters Score -2603460 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2603626.250000 Penalty: 4908.645996
	Iteration 13Q: 3 clusters Score -2603626 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2603727.000000 Penalty: 4908.645996
	Iteration 14Q: 3 clusters Score -2603727 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2603816.500000 Penalty: 4908.645996
	Iteration 15Q: 3 clusters Score -2603816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2603879.750000 Penalty: 4908.645996
	Iteration 16Q: 3 clusters Score -2603880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2603920.500000 Penalty: 4908.645996
	Iteration 17Q: 3 clusters Score -2603920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2603967.250000 Penalty: 4908.645996
	Iteration 18Q: 3 clusters Score -2603967 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2604001.250000 Penalty: 4908.645996
	Iteration 19Q: 3 clusters Score -2604001 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2604047.500000 Penalty: 4908.645996
	Iteration 20F: 3 clusters Score -2604048 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2604090.250000 Penalty: 4908.645996
	Iteration 21Q: 3 clusters Score -2604090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2604127.750000 Penalty: 4908.645996
	Iteration 22Q: 3 clusters Score -2604128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2604155.500000 Penalty: 4908.645996
	Iteration 23Q: 3 clusters Score -2604156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2604176.750000 Penalty: 4908.645996
	Iteration 24Q: 3 clusters Score -2604177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2604200.000000 Penalty: 4908.645996
	Iteration 25Q: 3 clusters Score -2604200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2604222.250000 Penalty: 4908.645996
	Iteration 26Q: 3 clusters Score -2604222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2604233.500000 Penalty: 4908.645996
	Iteration 27Q: 3 clusters Score -2604234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2604253.250000 Penalty: 4908.645996
	Iteration 28Q: 3 clusters Score -2604253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2604275.500000 Penalty: 4908.645996
	Iteration 29Q: 3 clusters Score -2604276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2604279.250000 Penalty: 4908.645996
	Iteration 30Q: 3 clusters Score -2604279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2604287.500000 Penalty: 4908.645996
	Iteration 31Q: 3 clusters Score -2604288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2604298.500000 Penalty: 4908.645996
	Iteration 32Q: 3 clusters Score -2604298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2604301.500000 Penalty: 4908.645996
	Iteration 33Q: 3 clusters Score -2604302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2604316.750000 Penalty: 4908.645996
	Iteration 34Q: 3 clusters Score -2604317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2604334.750000 Penalty: 4908.645996
	Iteration 35Q: 3 clusters Score -2604335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2604353.500000 Penalty: 4908.645996
	Iteration 36Q: 3 clusters Score -2604354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2604360.000000 Penalty: 4908.645996
	Iteration 37Q: 3 clusters Score -2604360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2604379.750000 Penalty: 4908.645996
	Iteration 38Q: 3 clusters Score -2604380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2604406.000000 Penalty: 4908.645996
	Iteration 39Q: 3 clusters Score -2604406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2604427.000000 Penalty: 4908.645996
	Iteration 40F: 3 clusters Score -2604427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2604445.500000 Penalty: 4908.645996
	Iteration 41Q: 3 clusters Score -2604446 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2604469.500000 Penalty: 4908.645996
	Iteration 42Q: 3 clusters Score -2604470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2604504.250000 Penalty: 4908.645996
	Iteration 43Q: 3 clusters Score -2604504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2604543.750000 Penalty: 4908.645996
	Iteration 44Q: 3 clusters Score -2604544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2604556.000000 Penalty: 4908.645996
	Iteration 45Q: 3 clusters Score -2604556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2604581.500000 Penalty: 4908.645996
	Iteration 46Q: 3 clusters Score -2604582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2604609.750000 Penalty: 4908.645996
	Iteration 47Q: 3 clusters Score -2604610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2604633.750000 Penalty: 4908.645996
	Iteration 48Q: 3 clusters Score -2604634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2604644.500000 Penalty: 4908.645996
	Iteration 49Q: 3 clusters Score -2604644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2604661.250000 Penalty: 4908.645996
	Iteration 50Q: 3 clusters Score -2604661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2604688.000000 Penalty: 4908.645996
	Iteration 51Q: 3 clusters Score -2604688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2604729.500000 Penalty: 4908.645996
	Iteration 52Q: 3 clusters Score -2604730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2604764.000000 Penalty: 4908.645996
	Iteration 53Q: 3 clusters Score -2604764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2604792.000000 Penalty: 4908.645996
	Iteration 54Q: 3 clusters Score -2604792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2604811.500000 Penalty: 4908.645996
	Iteration 55Q: 3 clusters Score -2604812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2604824.250000 Penalty: 4908.645996
	Iteration 56Q: 3 clusters Score -2604824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2604855.750000 Penalty: 4908.645996
	Iteration 57Q: 3 clusters Score -2604856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2604861.250000 Penalty: 4908.645996
	Iteration 58Q: 3 clusters Score -2604861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2604891.250000 Penalty: 4908.645996
	Iteration 59Q: 3 clusters Score -2604891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2604908.250000 Penalty: 4908.645996
	Iteration 60F: 3 clusters Score -2604908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2604907.500000 Penalty: 4908.645996
	Iteration 61Q: 3 clusters Score -2604908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2604926.750000 Penalty: 4908.645996
	Iteration 62Q: 3 clusters Score -2604927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2604943.500000 Penalty: 4908.645996
	Iteration 63Q: 3 clusters Score -2604944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2604962.500000 Penalty: 4908.645996
	Iteration 64Q: 3 clusters Score -2604962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2604964.250000 Penalty: 4908.645996
	Iteration 65Q: 3 clusters Score -2604964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2604978.250000 Penalty: 4908.645996
	Iteration 66Q: 3 clusters Score -2604978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2604990.750000 Penalty: 4908.645996
	Iteration 67Q: 3 clusters Score -2604991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2604999.250000 Penalty: 4908.645996
	Iteration 68Q: 3 clusters Score -2604999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2605006.000000 Penalty: 4908.645996
	Iteration 69Q: 3 clusters Score -2605006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2605010.250000 Penalty: 4908.645996
	Iteration 70Q: 3 clusters Score -2605010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2605006.500000 Penalty: 4908.645996
	Iteration 71Q: 3 clusters Score -2605006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2605012.750000 Penalty: 4908.645996
	Iteration 72Q: 3 clusters Score -2605013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2605016.250000 Penalty: 4908.645996
	Iteration 73Q: 3 clusters Score -2605016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2605018.500000 Penalty: 4908.645996
	Iteration 74Q: 3 clusters Score -2605018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2605021.000000 Penalty: 4908.645996
	Iteration 75Q: 3 clusters Score -2605021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2605019.000000 Penalty: 4908.645996
	Iteration 76Q: 3 clusters Score -2605019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2605015.750000 Penalty: 4908.645996
	Iteration 77Q: 3 clusters Score -2605016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2605019.250000 Penalty: 4908.645996
	Iteration 78Q: 3 clusters Score -2605019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2605025.500000 Penalty: 4908.645996
	Iteration 79Q: 3 clusters Score -2605026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2605024.750000 Penalty: 4908.645996
	Iteration 80F: 3 clusters Score -2605025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2605033.250000 Penalty: 4908.645996
	Iteration 81Q: 3 clusters Score -2605033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2605033.750000 Penalty: 4908.645996
	Iteration 82Q: 3 clusters Score -2605034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2605038.750000 Penalty: 4908.645996
	Iteration 83Q: 3 clusters Score -2605039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2605034.500000 Penalty: 4908.645996
	Iteration 84Q: 3 clusters Score -2605034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2605032.000000 Penalty: 4908.645996
	Iteration 85Q: 3 clusters Score -2605032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2605033.250000 Penalty: 4908.645996
	Iteration 86Q: 3 clusters Score -2605033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2605038.250000 Penalty: 4908.645996
	Iteration 87Q: 3 clusters Score -2605038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2605038.750000 Penalty: 4908.645996
	Iteration 88Q: 3 clusters Score -2605039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2605041.500000 Penalty: 4908.645996
	Iteration 89Q: 3 clusters Score -2605042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2605040.250000 Penalty: 4908.645996
	Iteration 90Q: 3 clusters Score -2605040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2605042.750000 Penalty: 4908.645996
	Iteration 91Q: 3 clusters Score -2605043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2605045.000000 Penalty: 4908.645996
	Iteration 92Q: 3 clusters Score -2605045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2605039.750000 Penalty: 4908.645996
	Iteration 93Q: 3 clusters Score -2605040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2605046.500000 Penalty: 4908.645996
	Iteration 94Q: 3 clusters Score -2605046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2605045.000000 Penalty: 4908.645996
	Iteration 95Q: 3 clusters Score -2605045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2605054.000000 Penalty: 4908.645996
	Iteration 96Q: 3 clusters Score -2605054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2605055.250000 Penalty: 4908.645996
	Iteration 97Q: 3 clusters Score -2605055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2605060.250000 Penalty: 4908.645996
	Iteration 98Q: 3 clusters Score -2605060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2605054.500000 Penalty: 4908.645996
	Iteration 99Q: 3 clusters Score -2605054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2605060.500000 Penalty: 4908.645996
	Iteration 100F: 3 clusters Score -2605060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2605058.000000 Penalty: 4908.645996
	Iteration 101Q: 3 clusters Score -2605058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2605059.500000 Penalty: 4908.645996
	Iteration 102Q: 3 clusters Score -2605060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2605059.500000 Penalty: 4908.645996
	Iteration 103F: 3 clusters Score -2605060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -1029950.875000 Penalty: 2231.415283
	Iteration 0F: 2 clusters Score -1029951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1023461.125000 Penalty: 4462.830566
	Iteration 0F: 3 clusters Score -1023461 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1025223.937500 Penalty: 4462.830566
	Iteration 1F: 3 clusters Score -1025224 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1025437.625000 Penalty: 4462.830566
	Iteration 2F: 3 clusters Score -1025438 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1025586.062500 Penalty: 4462.830566
	Iteration 3Q: 3 clusters Score -1025586 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1025709.562500 Penalty: 4462.830566
	Iteration 4Q: 3 clusters Score -1025710 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1025823.687500 Penalty: 4462.830566
	Iteration 5Q: 3 clusters Score -1025824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1025924.812500 Penalty: 4462.830566
	Iteration 6Q: 3 clusters Score -1025925 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1026034.937500 Penalty: 4462.830566
	Iteration 7Q: 3 clusters Score -1026035 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1026146.000000 Penalty: 4462.830566
	Iteration 8Q: 3 clusters Score -1026146 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1026264.312500 Penalty: 4462.830566
	Iteration 9Q: 3 clusters Score -1026264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1026398.312500 Penalty: 4462.830566
	Iteration 10Q: 3 clusters Score -1026398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1026558.062500 Penalty: 4462.830566
	Iteration 11Q: 3 clusters Score -1026558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1026736.562500 Penalty: 4462.830566
	Iteration 12Q: 3 clusters Score -1026737 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1026935.187500 Penalty: 4462.830566
	Iteration 13Q: 3 clusters Score -1026935 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1027121.687500 Penalty: 4462.830566
	Iteration 14Q: 3 clusters Score -1027122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1027303.562500 Penalty: 4462.830566
	Iteration 15Q: 3 clusters Score -1027304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1027487.937500 Penalty: 4462.830566
	Iteration 16Q: 3 clusters Score -1027488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1027626.625000 Penalty: 4462.830566
	Iteration 17Q: 3 clusters Score -1027627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1027743.937500 Penalty: 4462.830566
	Iteration 18Q: 3 clusters Score -1027744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1027825.375000 Penalty: 4462.830566
	Iteration 19Q: 3 clusters Score -1027825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1027892.500000 Penalty: 4462.830566
	Iteration 20F: 3 clusters Score -1027892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1027942.500000 Penalty: 4462.830566
	Iteration 21Q: 3 clusters Score -1027942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1027973.125000 Penalty: 4462.830566
	Iteration 22Q: 3 clusters Score -1027973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1027990.062500 Penalty: 4462.830566
	Iteration 23Q: 3 clusters Score -1027990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1028004.937500 Penalty: 4462.830566
	Iteration 24Q: 3 clusters Score -1028005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1028014.625000 Penalty: 4462.830566
	Iteration 25Q: 3 clusters Score -1028015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1028025.812500 Penalty: 4462.830566
	Iteration 26Q: 3 clusters Score -1028026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1028038.875000 Penalty: 4462.830566
	Iteration 27Q: 3 clusters Score -1028039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1028041.875000 Penalty: 4462.830566
	Iteration 28Q: 3 clusters Score -1028042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1028042.375000 Penalty: 4462.830566
	Iteration 29Q: 3 clusters Score -1028042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1028044.125000 Penalty: 4462.830566
	Iteration 30Q: 3 clusters Score -1028044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1028046.375000 Penalty: 4462.830566
	Iteration 31Q: 3 clusters Score -1028046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1028051.187500 Penalty: 4462.830566
	Iteration 32Q: 3 clusters Score -1028051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1028054.875000 Penalty: 4462.830566
	Iteration 33Q: 3 clusters Score -1028055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1028056.062500 Penalty: 4462.830566
	Iteration 34Q: 3 clusters Score -1028056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1028062.250000 Penalty: 4462.830566
	Iteration 35Q: 3 clusters Score -1028062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1028063.625000 Penalty: 4462.830566
	Iteration 36Q: 3 clusters Score -1028064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1028063.625000 Penalty: 4462.830566
	Iteration 37F: 3 clusters Score -1028064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -439521.281250 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -439521.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -435823.281250 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -435823.3 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -436600.437500 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -436600.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -436761.343750 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -436761.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -436854.187500 Penalty: 4055.629883
	Iteration 3Q: 3 clusters Score -436854.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -436912.000000 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -436912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -436956.343750 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -436956.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -436990.875000 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -436990.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -437030.281250 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -437030.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -437061.375000 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -437061.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -437082.375000 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -437082.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -437099.281250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -437099.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437120.000000 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -437120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -437139.812500 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -437139.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -437161.218750 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -437161.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -437178.125000 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -437178.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -437189.343750 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -437189.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -437199.187500 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -437199.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -437211.250000 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -437211.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -437219.093750 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -437219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -437227.125000 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -437227.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -437234.812500 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -437234.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -437244.031250 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -437244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -437250.656250 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -437250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -437254.343750 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -437254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -437256.875000 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -437256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -437258.781250 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -437258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -437259.593750 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -437259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -437260.437500 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -437260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437262.000000 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -437262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437261.906250 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -437261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -437264.875000 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -437264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -437266.031250 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -437266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -437268.500000 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -437268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -437271.843750 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -437271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -437273.093750 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -437273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -437275.218750 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -437275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -437277.218750 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -437277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -437278.375000 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -437278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -437278.375000 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -437278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -437280.187500 Penalty: 4055.629883
	Iteration 39Q: 3 clusters Score -437280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -437280.531250 Penalty: 4055.629883
	Iteration 40F: 3 clusters Score -437280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -437281.281250 Penalty: 4055.629883
	Iteration 41Q: 3 clusters Score -437281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -437283.312500 Penalty: 4055.629883
	Iteration 42Q: 3 clusters Score -437283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -437284.625000 Penalty: 4055.629883
	Iteration 43Q: 3 clusters Score -437284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -437285.812500 Penalty: 4055.629883
	Iteration 44Q: 3 clusters Score -437285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -437286.656250 Penalty: 4055.629883
	Iteration 45Q: 3 clusters Score -437286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -437287.531250 Penalty: 4055.629883
	Iteration 46Q: 3 clusters Score -437287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -437288.375000 Penalty: 4055.629883
	Iteration 47Q: 3 clusters Score -437288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -437290.218750 Penalty: 4055.629883
	Iteration 48Q: 3 clusters Score -437290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -437291.562500 Penalty: 4055.629883
	Iteration 49Q: 3 clusters Score -437291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -437292.437500 Penalty: 4055.629883
	Iteration 50Q: 3 clusters Score -437292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -437292.250000 Penalty: 4055.629883
	Iteration 51Q: 3 clusters Score -437292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -437292.250000 Penalty: 4055.629883
	Iteration 52F: 3 clusters Score -437292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Entering Unmasked Estep 
Score: -11270225.000000 Penalty: 2820.890625
	Iteration 0F: 2 clusters Score -1.127022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -11211759.000000 Penalty: 5641.781250
	Iteration 0F: 3 clusters Score -1.121176e+07 nChanged 40856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -11234774.000000 Penalty: 5641.781250
	Iteration 1F: 3 clusters Score -1.123477e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -11235279.000000 Penalty: 5641.781250
	Iteration 2Q: 3 clusters Score -1.123528e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11235841.000000 Penalty: 5641.781250
	Iteration 3Q: 3 clusters Score -1.123584e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -11236351.000000 Penalty: 5641.781250
	Iteration 4Q: 3 clusters Score -1.123635e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -11236800.000000 Penalty: 5641.781250
	Iteration 5Q: 3 clusters Score -1.12368e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -11237378.000000 Penalty: 5641.781250
	Iteration 6Q: 3 clusters Score -1.123738e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -11237936.000000 Penalty: 5641.781250
	Iteration 7Q: 3 clusters Score -1.123794e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -11238625.000000 Penalty: 5641.781250
	Iteration 8Q: 3 clusters Score -1.123862e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -11239407.000000 Penalty: 5641.781250
	Iteration 9Q: 3 clusters Score -1.123941e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -11240514.000000 Penalty: 5641.781250
	Iteration 10Q: 3 clusters Score -1.124051e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -11241751.000000 Penalty: 5641.781250
	Iteration 11Q: 3 clusters Score -1.124175e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -11243114.000000 Penalty: 5641.781250
	Iteration 12Q: 3 clusters Score -1.124311e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -11244698.000000 Penalty: 5641.781250
	Iteration 13Q: 3 clusters Score -1.12447e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -11246576.000000 Penalty: 5641.781250
	Iteration 14Q: 3 clusters Score -1.124658e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -11248640.000000 Penalty: 5641.781250
	Iteration 15Q: 3 clusters Score -1.124864e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -11250988.000000 Penalty: 5641.781250
	Iteration 16Q: 3 clusters Score -1.125099e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -11253452.000000 Penalty: 5641.781250
	Iteration 17Q: 3 clusters Score -1.125345e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -11256221.000000 Penalty: 5641.781250
	Iteration 18Q: 3 clusters Score -1.125622e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -11258947.000000 Penalty: 5641.781250
	Iteration 19Q: 3 clusters Score -1.125895e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -11261665.000000 Penalty: 5641.781250
	Iteration 20F: 3 clusters Score -1.126166e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -11263832.000000 Penalty: 5641.781250
	Iteration 21Q: 3 clusters Score -1.126383e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -11265510.000000 Penalty: 5641.781250
	Iteration 22Q: 3 clusters Score -1.126551e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -11266491.000000 Penalty: 5641.781250
	Iteration 23Q: 3 clusters Score -1.126649e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -11267107.000000 Penalty: 5641.781250
	Iteration 24Q: 3 clusters Score -1.126711e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -11267390.000000 Penalty: 5641.781250
	Iteration 25Q: 3 clusters Score -1.126739e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -11267572.000000 Penalty: 5641.781250
	Iteration 26Q: 3 clusters Score -1.126757e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -11267759.000000 Penalty: 5641.781250
	Iteration 27Q: 3 clusters Score -1.126776e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -11267839.000000 Penalty: 5641.781250
	Iteration 28Q: 3 clusters Score -1.126784e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -11267882.000000 Penalty: 5641.781250
	Iteration 29Q: 3 clusters Score -1.126788e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -11267918.000000 Penalty: 5641.781250
	Iteration 30Q: 3 clusters Score -1.126792e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -11267942.000000 Penalty: 5641.781250
	Iteration 31Q: 3 clusters Score -1.126794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -11267965.000000 Penalty: 5641.781250
	Iteration 32Q: 3 clusters Score -1.126796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -11268000.000000 Penalty: 5641.781250
	Iteration 33Q: 3 clusters Score -1.1268e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -11267995.000000 Penalty: 5641.781250
	Iteration 34Q: 3 clusters Score -1.1268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -11267996.000000 Penalty: 5641.781250
	Iteration 35Q: 3 clusters Score -1.1268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -11267997.000000 Penalty: 5641.781250
	Iteration 36Q: 3 clusters Score -1.1268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -11268010.000000 Penalty: 5641.781250
	Iteration 37Q: 3 clusters Score -1.126801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -11268007.000000 Penalty: 5641.781250
	Iteration 38Q: 3 clusters Score -1.126801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -11268007.000000 Penalty: 5641.781250
	Iteration 39Q: 3 clusters Score -1.126801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -11268030.000000 Penalty: 5641.781250
	Iteration 40F: 3 clusters Score -1.126803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -11268026.000000 Penalty: 5641.781250
	Iteration 41Q: 3 clusters Score -1.126803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -11268038.000000 Penalty: 5641.781250
	Iteration 42Q: 3 clusters Score -1.126804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -11268027.000000 Penalty: 5641.781250
	Iteration 43Q: 3 clusters Score -1.126803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -11268030.000000 Penalty: 5641.781250
	Iteration 44Q: 3 clusters Score -1.126803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -11268034.000000 Penalty: 5641.781250
	Iteration 45Q: 3 clusters Score -1.126803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -11268032.000000 Penalty: 5641.781250
	Iteration 46Q: 3 clusters Score -1.126803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -11268031.000000 Penalty: 5641.781250
	Iteration 47Q: 3 clusters Score -1.126803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -11268034.000000 Penalty: 5641.781250
	Iteration 48Q: 3 clusters Score -1.126803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -11268034.000000 Penalty: 5641.781250
	Iteration 49Q: 3 clusters Score -1.126803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -11268037.000000 Penalty: 5641.781250
	Iteration 50Q: 3 clusters Score -1.126804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -11268037.000000 Penalty: 5641.781250
	Iteration 51F: 3 clusters Score -1.126804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -196174.515625 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -196174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193832.015625 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -193832 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -194316.953125 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -194317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194489.500000 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -194489.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -194573.937500 Penalty: 3663.382080
	Iteration 3Q: 3 clusters Score -194573.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -194652.093750 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -194652.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -194747.906250 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -194747.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194850.796875 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -194850.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194937.671875 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -194937.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -195013.453125 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -195013.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -195079.453125 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -195079.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195119.515625 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -195119.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195152.109375 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -195152.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195177.796875 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -195177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -195201.937500 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -195201.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -195232.562500 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -195232.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -195265.296875 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -195265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -195293.421875 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -195293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -195313.140625 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -195313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -195328.171875 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -195328.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -195347.437500 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -195347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -195363.984375 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -195364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -195378.171875 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -195378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -195395.531250 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -195395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -195412.312500 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -195412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -195430.234375 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -195430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -195443.515625 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -195443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -195458.843750 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -195458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -195473.515625 Penalty: 3663.382080
	Iteration 27Q: 3 clusters Score -195473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -195479.343750 Penalty: 3663.382080
	Iteration 28Q: 3 clusters Score -195479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -195491.453125 Penalty: 3663.382080
	Iteration 29Q: 3 clusters Score -195491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -195497.343750 Penalty: 3663.382080
	Iteration 30Q: 3 clusters Score -195497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -195515.218750 Penalty: 3663.382080
	Iteration 31Q: 3 clusters Score -195515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -195586.031250 Penalty: 3663.382080
	Iteration 32Q: 3 clusters Score -195586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -195753.750000 Penalty: 3663.382080
	Iteration 33Q: 3 clusters Score -195753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -195858.390625 Penalty: 3663.382080
	Iteration 34Q: 3 clusters Score -195858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -195905.062500 Penalty: 3663.382080
	Iteration 35Q: 3 clusters Score -195905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -195934.015625 Penalty: 3663.382080
	Iteration 36Q: 3 clusters Score -195934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -195952.546875 Penalty: 3663.382080
	Iteration 37Q: 3 clusters Score -195952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -195962.062500 Penalty: 3663.382080
	Iteration 38Q: 3 clusters Score -195962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -195970.375000 Penalty: 3663.382080
	Iteration 39Q: 3 clusters Score -195970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -195975.656250 Penalty: 3663.382080
	Iteration 40F: 3 clusters Score -195975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -195978.671875 Penalty: 3663.382080
	Iteration 41Q: 3 clusters Score -195978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -195979.828125 Penalty: 3663.382080
	Iteration 42Q: 3 clusters Score -195979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -195981.093750 Penalty: 3663.382080
	Iteration 43Q: 3 clusters Score -195981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -195982.125000 Penalty: 3663.382080
	Iteration 44Q: 3 clusters Score -195982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -195982.125000 Penalty: 3663.382080
	Iteration 45F: 3 clusters Score -195982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (160103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Entering Unmasked Estep 
Score: -20767966.000000 Penalty: 2971.926025
	Iteration 0F: 2 clusters Score -2.076797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -20662100.000000 Penalty: 5943.852051
	Iteration 0F: 3 clusters Score -2.06621e+07 nChanged 76639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -20707652.000000 Penalty: 5943.852051
	Iteration 1F: 3 clusters Score -2.070765e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -20709634.000000 Penalty: 5943.852051
	Iteration 2Q: 3 clusters Score -2.070963e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -20712752.000000 Penalty: 5943.852051
	Iteration 3Q: 3 clusters Score -2.071275e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -20718360.000000 Penalty: 5943.852051
	Iteration 4F: 3 clusters Score -2.071836e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -20728166.000000 Penalty: 5943.852051
	Iteration 5F: 3 clusters Score -2.072817e+07 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 133973 members 
Entering Unmasked Estep 
Score: -20741008.000000 Penalty: 5943.852051
	Iteration 6F: 3 clusters Score -2.074101e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 146336 members 
Entering Unmasked Estep 
Score: -20753188.000000 Penalty: 5943.852051
	Iteration 7F: 3 clusters Score -2.075319e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -20760546.000000 Penalty: 5943.852051
	Iteration 8Q: 3 clusters Score -2.076055e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -20763556.000000 Penalty: 5943.852051
	Iteration 9Q: 3 clusters Score -2.076356e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 158736 members 
Entering Unmasked Estep 
Score: -20764506.000000 Penalty: 5943.852051
	Iteration 10Q: 3 clusters Score -2.076451e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -20764818.000000 Penalty: 5943.852051
	Iteration 11Q: 3 clusters Score -2.076482e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -20765004.000000 Penalty: 5943.852051
	Iteration 12Q: 3 clusters Score -2.0765e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -20765198.000000 Penalty: 5943.852051
	Iteration 13Q: 3 clusters Score -2.07652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -20765266.000000 Penalty: 5943.852051
	Iteration 14Q: 3 clusters Score -2.076527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 159538 members 
Entering Unmasked Estep 
Score: -20765314.000000 Penalty: 5943.852051
	Iteration 15Q: 3 clusters Score -2.076531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -20765356.000000 Penalty: 5943.852051
	Iteration 16Q: 3 clusters Score -2.076536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -20765374.000000 Penalty: 5943.852051
	Iteration 17Q: 3 clusters Score -2.076537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -20765404.000000 Penalty: 5943.852051
	Iteration 18Q: 3 clusters Score -2.07654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5943.852051
	Iteration 19Q: 3 clusters Score -2.076542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -20765426.000000 Penalty: 5943.852051
	Iteration 20F: 3 clusters Score -2.076543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5943.852051
	Iteration 21Q: 3 clusters Score -2.076542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -20765428.000000 Penalty: 5943.852051
	Iteration 22Q: 3 clusters Score -2.076543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5943.852051
	Iteration 23Q: 3 clusters Score -2.076542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 159618 members 
Entering Unmasked Estep 
Score: -20765432.000000 Penalty: 5943.852051
	Iteration 24Q: 3 clusters Score -2.076543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -20765440.000000 Penalty: 5943.852051
	Iteration 25Q: 3 clusters Score -2.076544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -20765452.000000 Penalty: 5943.852051
	Iteration 26Q: 3 clusters Score -2.076545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -20765448.000000 Penalty: 5943.852051
	Iteration 27Q: 3 clusters Score -2.076545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -20765434.000000 Penalty: 5943.852051
	Iteration 28Q: 3 clusters Score -2.076543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -20765424.000000 Penalty: 5943.852051
	Iteration 29Q: 3 clusters Score -2.076542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -20765440.000000 Penalty: 5943.852051
	Iteration 30Q: 3 clusters Score -2.076544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -20765448.000000 Penalty: 5943.852051
	Iteration 31Q: 3 clusters Score -2.076545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -20765446.000000 Penalty: 5943.852051
	Iteration 32Q: 3 clusters Score -2.076545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -20765446.000000 Penalty: 5943.852051
	Iteration 33F: 3 clusters Score -2.076545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223658 members 
Entering Unmasked Estep 
Score: -28835456.000000 Penalty: 3054.832520
	Iteration 0F: 2 clusters Score -2.883546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -28694454.000000 Penalty: 6109.665039
	Iteration 0F: 3 clusters Score -2.869445e+07 nChanged 107669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -28756920.000000 Penalty: 6109.665039
	Iteration 1F: 3 clusters Score -2.875692e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -28758102.000000 Penalty: 6109.665039
	Iteration 2Q: 3 clusters Score -2.87581e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -28759450.000000 Penalty: 6109.665039
	Iteration 3Q: 3 clusters Score -2.875945e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -28761448.000000 Penalty: 6109.665039
	Iteration 4Q: 3 clusters Score -2.876145e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -28764816.000000 Penalty: 6109.665039
	Iteration 5Q: 3 clusters Score -2.876482e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -28769734.000000 Penalty: 6109.665039
	Iteration 6Q: 3 clusters Score -2.876973e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -28777760.000000 Penalty: 6109.665039
	Iteration 7F: 3 clusters Score -2.877776e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -28788000.000000 Penalty: 6109.665039
	Iteration 8F: 3 clusters Score -2.8788e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -28798032.000000 Penalty: 6109.665039
	Iteration 9F: 3 clusters Score -2.879803e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -28805356.000000 Penalty: 6109.665039
	Iteration 10F: 3 clusters Score -2.880536e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -28809146.000000 Penalty: 6109.665039
	Iteration 11Q: 3 clusters Score -2.880915e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164915 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -28811508.000000 Penalty: 6109.665039
	Iteration 12Q: 3 clusters Score -2.881151e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -28813128.000000 Penalty: 6109.665039
	Iteration 13Q: 3 clusters Score -2.881313e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -28814686.000000 Penalty: 6109.665039
	Iteration 14Q: 3 clusters Score -2.881469e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -28816156.000000 Penalty: 6109.665039
	Iteration 15Q: 3 clusters Score -2.881616e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -28817674.000000 Penalty: 6109.665039
	Iteration 16Q: 3 clusters Score -2.881767e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -28819120.000000 Penalty: 6109.665039
	Iteration 17Q: 3 clusters Score -2.881912e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -28820942.000000 Penalty: 6109.665039
	Iteration 18Q: 3 clusters Score -2.882094e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -28822986.000000 Penalty: 6109.665039
	Iteration 19Q: 3 clusters Score -2.882299e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200542 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -28824964.000000 Penalty: 6109.665039
	Iteration 20F: 3 clusters Score -2.882496e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204967 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -28826696.000000 Penalty: 6109.665039
	Iteration 21Q: 3 clusters Score -2.88267e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208982 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -28827970.000000 Penalty: 6109.665039
	Iteration 22Q: 3 clusters Score -2.882797e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212313 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -28829102.000000 Penalty: 6109.665039
	Iteration 23Q: 3 clusters Score -2.88291e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214967 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -28830004.000000 Penalty: 6109.665039
	Iteration 24Q: 3 clusters Score -2.883e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217097 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -28830800.000000 Penalty: 6109.665039
	Iteration 25Q: 3 clusters Score -2.88308e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218669 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -28831262.000000 Penalty: 6109.665039
	Iteration 26Q: 3 clusters Score -2.883126e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219816 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -28831748.000000 Penalty: 6109.665039
	Iteration 27Q: 3 clusters Score -2.883175e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220619 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -28832040.000000 Penalty: 6109.665039
	Iteration 28Q: 3 clusters Score -2.883204e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221219 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -28832216.000000 Penalty: 6109.665039
	Iteration 29Q: 3 clusters Score -2.883222e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221653 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28832434.000000 Penalty: 6109.665039
	Iteration 30Q: 3 clusters Score -2.883243e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221924 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -28832544.000000 Penalty: 6109.665039
	Iteration 31Q: 3 clusters Score -2.883254e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222130 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -28832654.000000 Penalty: 6109.665039
	Iteration 32Q: 3 clusters Score -2.883265e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222277 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -28832726.000000 Penalty: 6109.665039
	Iteration 33Q: 3 clusters Score -2.883273e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222380 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -28832730.000000 Penalty: 6109.665039
	Iteration 34Q: 3 clusters Score -2.883273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222458 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -28832796.000000 Penalty: 6109.665039
	Iteration 35Q: 3 clusters Score -2.88328e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222525 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28832836.000000 Penalty: 6109.665039
	Iteration 36Q: 3 clusters Score -2.883284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222575 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -28832848.000000 Penalty: 6109.665039
	Iteration 37Q: 3 clusters Score -2.883285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -28832888.000000 Penalty: 6109.665039
	Iteration 38Q: 3 clusters Score -2.883289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222645 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -28832878.000000 Penalty: 6109.665039
	Iteration 39Q: 3 clusters Score -2.883288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222668 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -28832880.000000 Penalty: 6109.665039
	Iteration 40F: 3 clusters Score -2.883288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222689 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -28832862.000000 Penalty: 6109.665039
	Iteration 41Q: 3 clusters Score -2.883286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -28832856.000000 Penalty: 6109.665039
	Iteration 42Q: 3 clusters Score -2.883286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -28832856.000000 Penalty: 6109.665039
	Iteration 43Q: 3 clusters Score -2.883286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222730 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -28832882.000000 Penalty: 6109.665039
	Iteration 44Q: 3 clusters Score -2.883288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222747 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -28832860.000000 Penalty: 6109.665039
	Iteration 45Q: 3 clusters Score -2.883286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222756 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -28832864.000000 Penalty: 6109.665039
	Iteration 46Q: 3 clusters Score -2.883286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -28832856.000000 Penalty: 6109.665039
	Iteration 47Q: 3 clusters Score -2.883286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -28832854.000000 Penalty: 6109.665039
	Iteration 48Q: 3 clusters Score -2.883285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222803 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -28832882.000000 Penalty: 6109.665039
	Iteration 49Q: 3 clusters Score -2.883288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222810 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -28832910.000000 Penalty: 6109.665039
	Iteration 50Q: 3 clusters Score -2.883291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222818 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -28832932.000000 Penalty: 6109.665039
	Iteration 51Q: 3 clusters Score -2.883293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222826 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -28832934.000000 Penalty: 6109.665039
	Iteration 52Q: 3 clusters Score -2.883293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -28832940.000000 Penalty: 6109.665039
	Iteration 53Q: 3 clusters Score -2.883294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -28832930.000000 Penalty: 6109.665039
	Iteration 54Q: 3 clusters Score -2.883293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -28832932.000000 Penalty: 6109.665039
	Iteration 55Q: 3 clusters Score -2.883293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -28832948.000000 Penalty: 6109.665039
	Iteration 56Q: 3 clusters Score -2.883295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222832 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28832942.000000 Penalty: 6109.665039
	Iteration 57Q: 3 clusters Score -2.883294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222832 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28832942.000000 Penalty: 6109.665039
	Iteration 58F: 3 clusters Score -2.883294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Entering Unmasked Estep 
Score: -2954618.750000 Penalty: 2486.111328
	Iteration 0F: 2 clusters Score -2954619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2938894.250000 Penalty: 4972.222656
	Iteration 0F: 3 clusters Score -2938894 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2944224.750000 Penalty: 4972.222656
	Iteration 1F: 3 clusters Score -2944225 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2944572.750000 Penalty: 4972.222656
	Iteration 2Q: 3 clusters Score -2944573 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2944832.000000 Penalty: 4972.222656
	Iteration 3Q: 3 clusters Score -2944832 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2945111.500000 Penalty: 4972.222656
	Iteration 4Q: 3 clusters Score -2945112 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2945376.000000 Penalty: 4972.222656
	Iteration 5Q: 3 clusters Score -2945376 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2945653.500000 Penalty: 4972.222656
	Iteration 6Q: 3 clusters Score -2945654 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2945939.750000 Penalty: 4972.222656
	Iteration 7Q: 3 clusters Score -2945940 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2946259.000000 Penalty: 4972.222656
	Iteration 8Q: 3 clusters Score -2946259 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2946612.750000 Penalty: 4972.222656
	Iteration 9Q: 3 clusters Score -2946613 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2947035.750000 Penalty: 4972.222656
	Iteration 10Q: 3 clusters Score -2947036 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2947544.500000 Penalty: 4972.222656
	Iteration 11Q: 3 clusters Score -2947544 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2948171.250000 Penalty: 4972.222656
	Iteration 12Q: 3 clusters Score -2948171 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2948845.750000 Penalty: 4972.222656
	Iteration 13Q: 3 clusters Score -2948846 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2949333.750000 Penalty: 4972.222656
	Iteration 14Q: 3 clusters Score -2949334 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2949629.750000 Penalty: 4972.222656
	Iteration 15Q: 3 clusters Score -2949630 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2949844.250000 Penalty: 4972.222656
	Iteration 16Q: 3 clusters Score -2949844 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2949986.750000 Penalty: 4972.222656
	Iteration 17Q: 3 clusters Score -2949987 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2950087.000000 Penalty: 4972.222656
	Iteration 18Q: 3 clusters Score -2950087 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2950173.250000 Penalty: 4972.222656
	Iteration 19Q: 3 clusters Score -2950173 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2950249.750000 Penalty: 4972.222656
	Iteration 20F: 3 clusters Score -2950250 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2950320.000000 Penalty: 4972.222656
	Iteration 21Q: 3 clusters Score -2950320 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2950395.000000 Penalty: 4972.222656
	Iteration 22Q: 3 clusters Score -2950395 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2950486.500000 Penalty: 4972.222656
	Iteration 23Q: 3 clusters Score -2950486 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2950548.500000 Penalty: 4972.222656
	Iteration 24Q: 3 clusters Score -2950548 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2950624.750000 Penalty: 4972.222656
	Iteration 25Q: 3 clusters Score -2950625 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2950709.250000 Penalty: 4972.222656
	Iteration 26Q: 3 clusters Score -2950709 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2950793.000000 Penalty: 4972.222656
	Iteration 27Q: 3 clusters Score -2950793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2950853.250000 Penalty: 4972.222656
	Iteration 28Q: 3 clusters Score -2950853 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2950895.250000 Penalty: 4972.222656
	Iteration 29Q: 3 clusters Score -2950895 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2950953.750000 Penalty: 4972.222656
	Iteration 30Q: 3 clusters Score -2950954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2951006.750000 Penalty: 4972.222656
	Iteration 31Q: 3 clusters Score -2951007 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2951070.250000 Penalty: 4972.222656
	Iteration 32Q: 3 clusters Score -2951070 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2951119.250000 Penalty: 4972.222656
	Iteration 33Q: 3 clusters Score -2951119 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2951164.500000 Penalty: 4972.222656
	Iteration 34Q: 3 clusters Score -2951164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2951212.500000 Penalty: 4972.222656
	Iteration 35Q: 3 clusters Score -2951212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2951268.750000 Penalty: 4972.222656
	Iteration 36Q: 3 clusters Score -2951269 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2951318.250000 Penalty: 4972.222656
	Iteration 37Q: 3 clusters Score -2951318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2951363.250000 Penalty: 4972.222656
	Iteration 38Q: 3 clusters Score -2951363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2951409.000000 Penalty: 4972.222656
	Iteration 39Q: 3 clusters Score -2951409 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2951458.250000 Penalty: 4972.222656
	Iteration 40F: 3 clusters Score -2951458 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2951498.250000 Penalty: 4972.222656
	Iteration 41Q: 3 clusters Score -2951498 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2951548.250000 Penalty: 4972.222656
	Iteration 42Q: 3 clusters Score -2951548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2951585.250000 Penalty: 4972.222656
	Iteration 43Q: 3 clusters Score -2951585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2951623.500000 Penalty: 4972.222656
	Iteration 44Q: 3 clusters Score -2951624 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2951675.500000 Penalty: 4972.222656
	Iteration 45Q: 3 clusters Score -2951676 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2951713.000000 Penalty: 4972.222656
	Iteration 46Q: 3 clusters Score -2951713 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2951752.000000 Penalty: 4972.222656
	Iteration 47Q: 3 clusters Score -2951752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2951789.500000 Penalty: 4972.222656
	Iteration 48Q: 3 clusters Score -2951790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2951837.500000 Penalty: 4972.222656
	Iteration 49Q: 3 clusters Score -2951838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2951883.000000 Penalty: 4972.222656
	Iteration 50Q: 3 clusters Score -2951883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2951908.500000 Penalty: 4972.222656
	Iteration 51Q: 3 clusters Score -2951908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2951971.250000 Penalty: 4972.222656
	Iteration 52Q: 3 clusters Score -2951971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2952011.750000 Penalty: 4972.222656
	Iteration 53Q: 3 clusters Score -2952012 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2952049.500000 Penalty: 4972.222656
	Iteration 54Q: 3 clusters Score -2952050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2952083.500000 Penalty: 4972.222656
	Iteration 55Q: 3 clusters Score -2952084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2952107.250000 Penalty: 4972.222656
	Iteration 56Q: 3 clusters Score -2952107 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2952141.500000 Penalty: 4972.222656
	Iteration 57Q: 3 clusters Score -2952142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2952183.500000 Penalty: 4972.222656
	Iteration 58Q: 3 clusters Score -2952184 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2952227.000000 Penalty: 4972.222656
	Iteration 59Q: 3 clusters Score -2952227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2952242.750000 Penalty: 4972.222656
	Iteration 60F: 3 clusters Score -2952243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2952272.500000 Penalty: 4972.222656
	Iteration 61Q: 3 clusters Score -2952272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2952289.750000 Penalty: 4972.222656
	Iteration 62Q: 3 clusters Score -2952290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2952303.500000 Penalty: 4972.222656
	Iteration 63Q: 3 clusters Score -2952304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2952325.500000 Penalty: 4972.222656
	Iteration 64Q: 3 clusters Score -2952326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2952332.500000 Penalty: 4972.222656
	Iteration 65Q: 3 clusters Score -2952332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2952347.250000 Penalty: 4972.222656
	Iteration 66Q: 3 clusters Score -2952347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2952351.000000 Penalty: 4972.222656
	Iteration 67Q: 3 clusters Score -2952351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2952360.500000 Penalty: 4972.222656
	Iteration 68Q: 3 clusters Score -2952360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2952374.750000 Penalty: 4972.222656
	Iteration 69Q: 3 clusters Score -2952375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2952398.250000 Penalty: 4972.222656
	Iteration 70Q: 3 clusters Score -2952398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2952413.250000 Penalty: 4972.222656
	Iteration 71Q: 3 clusters Score -2952413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2952418.250000 Penalty: 4972.222656
	Iteration 72Q: 3 clusters Score -2952418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2952426.000000 Penalty: 4972.222656
	Iteration 73Q: 3 clusters Score -2952426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2952433.500000 Penalty: 4972.222656
	Iteration 74Q: 3 clusters Score -2952434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2952441.250000 Penalty: 4972.222656
	Iteration 75Q: 3 clusters Score -2952441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2952459.000000 Penalty: 4972.222656
	Iteration 76Q: 3 clusters Score -2952459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2952460.500000 Penalty: 4972.222656
	Iteration 77Q: 3 clusters Score -2952460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2952490.750000 Penalty: 4972.222656
	Iteration 78Q: 3 clusters Score -2952491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2952506.500000 Penalty: 4972.222656
	Iteration 79Q: 3 clusters Score -2952506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2952517.750000 Penalty: 4972.222656
	Iteration 80F: 3 clusters Score -2952518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2952523.250000 Penalty: 4972.222656
	Iteration 81Q: 3 clusters Score -2952523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2952546.500000 Penalty: 4972.222656
	Iteration 82Q: 3 clusters Score -2952546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2952562.750000 Penalty: 4972.222656
	Iteration 83Q: 3 clusters Score -2952563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2952570.250000 Penalty: 4972.222656
	Iteration 84Q: 3 clusters Score -2952570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2952589.000000 Penalty: 4972.222656
	Iteration 85Q: 3 clusters Score -2952589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2952611.750000 Penalty: 4972.222656
	Iteration 86Q: 3 clusters Score -2952612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2952625.250000 Penalty: 4972.222656
	Iteration 87Q: 3 clusters Score -2952625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2952653.500000 Penalty: 4972.222656
	Iteration 88Q: 3 clusters Score -2952654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2952662.250000 Penalty: 4972.222656
	Iteration 89Q: 3 clusters Score -2952662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2952683.000000 Penalty: 4972.222656
	Iteration 90Q: 3 clusters Score -2952683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2952684.250000 Penalty: 4972.222656
	Iteration 91Q: 3 clusters Score -2952684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2952693.750000 Penalty: 4972.222656
	Iteration 92Q: 3 clusters Score -2952694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2952694.000000 Penalty: 4972.222656
	Iteration 93Q: 3 clusters Score -2952694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2952707.000000 Penalty: 4972.222656
	Iteration 94Q: 3 clusters Score -2952707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2952717.750000 Penalty: 4972.222656
	Iteration 95Q: 3 clusters Score -2952718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2952717.250000 Penalty: 4972.222656
	Iteration 96Q: 3 clusters Score -2952717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2952734.750000 Penalty: 4972.222656
	Iteration 97Q: 3 clusters Score -2952735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2952741.500000 Penalty: 4972.222656
	Iteration 98Q: 3 clusters Score -2952742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2952748.500000 Penalty: 4972.222656
	Iteration 99Q: 3 clusters Score -2952748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2952755.500000 Penalty: 4972.222656
	Iteration 100F: 3 clusters Score -2952756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2952766.750000 Penalty: 4972.222656
	Iteration 101Q: 3 clusters Score -2952767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2952778.250000 Penalty: 4972.222656
	Iteration 102Q: 3 clusters Score -2952778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2952785.250000 Penalty: 4972.222656
	Iteration 103Q: 3 clusters Score -2952785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2952780.250000 Penalty: 4972.222656
	Iteration 104Q: 3 clusters Score -2952780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2952788.000000 Penalty: 4972.222656
	Iteration 105Q: 3 clusters Score -2952788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2952794.750000 Penalty: 4972.222656
	Iteration 106Q: 3 clusters Score -2952795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2952792.250000 Penalty: 4972.222656
	Iteration 107Q: 3 clusters Score -2952792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2952793.000000 Penalty: 4972.222656
	Iteration 108Q: 3 clusters Score -2952793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2952802.250000 Penalty: 4972.222656
	Iteration 109Q: 3 clusters Score -2952802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2952808.500000 Penalty: 4972.222656
	Iteration 110Q: 3 clusters Score -2952808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2952815.750000 Penalty: 4972.222656
	Iteration 111Q: 3 clusters Score -2952816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2952814.750000 Penalty: 4972.222656
	Iteration 112Q: 3 clusters Score -2952815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2952814.000000 Penalty: 4972.222656
	Iteration 113Q: 3 clusters Score -2952814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2952817.000000 Penalty: 4972.222656
	Iteration 114Q: 3 clusters Score -2952817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2952821.500000 Penalty: 4972.222656
	Iteration 115Q: 3 clusters Score -2952822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2952816.500000 Penalty: 4972.222656
	Iteration 116Q: 3 clusters Score -2952816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2952818.500000 Penalty: 4972.222656
	Iteration 117Q: 3 clusters Score -2952818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2952821.250000 Penalty: 4972.222656
	Iteration 118Q: 3 clusters Score -2952821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2952820.750000 Penalty: 4972.222656
	Iteration 119Q: 3 clusters Score -2952821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2952818.750000 Penalty: 4972.222656
	Iteration 120F: 3 clusters Score -2952819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2952819.250000 Penalty: 4972.222656
	Iteration 121Q: 3 clusters Score -2952819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2952824.750000 Penalty: 4972.222656
	Iteration 122Q: 3 clusters Score -2952825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2952830.500000 Penalty: 4972.222656
	Iteration 123Q: 3 clusters Score -2952830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2952833.500000 Penalty: 4972.222656
	Iteration 124Q: 3 clusters Score -2952834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2952837.500000 Penalty: 4972.222656
	Iteration 125Q: 3 clusters Score -2952838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2952832.500000 Penalty: 4972.222656
	Iteration 126Q: 3 clusters Score -2952832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2952833.250000 Penalty: 4972.222656
	Iteration 127Q: 3 clusters Score -2952833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2952836.500000 Penalty: 4972.222656
	Iteration 128Q: 3 clusters Score -2952836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2952837.000000 Penalty: 4972.222656
	Iteration 129Q: 3 clusters Score -2952837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2952837.000000 Penalty: 4972.222656
	Iteration 130F: 3 clusters Score -2952837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -19911.148438 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -19911.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18876.708984 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18876.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18904.814453 Penalty: 2564.560059
	Iteration 1Q: 3 clusters Score -18904.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18919.275391 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18919.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18921.710938 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18921.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18921.710938 Penalty: 2564.560059
	Iteration 4F: 3 clusters Score -18921.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -71550.148438 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -71550.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69932.539062 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -69932.54 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70217.039062 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -70217.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70379.109375 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -70379.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70543.648438 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -70543.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70718.148438 Penalty: 3212.578369
	Iteration 4F: 3 clusters Score -70718.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70919.492188 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -70919.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71130.273438 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -71130.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71214.750000 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -71214.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71282.250000 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -71282.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71308.250000 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -71308.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71339.156250 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -71339.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71360.148438 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -71360.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71369.382812 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -71369.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71378.304688 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -71378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71381.304688 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -71381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71381.304688 Penalty: 3212.578369
	Iteration 15F: 3 clusters Score -71381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -102271.843750 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -102271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100429.953125 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -100430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100721.117188 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -100721.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100830.039062 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -100830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100902.390625 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -100902.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100979.250000 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -100979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101034.679688 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -101034.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101093.820312 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -101093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101139.617188 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -101139.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101187.109375 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -101187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101215.328125 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -101215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101244.429688 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -101244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101258.125000 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -101258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101265.695312 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -101265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101274.312500 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -101274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101280.484375 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -101280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101281.156250 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -101281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101284.421875 Penalty: 3373.436279
	Iteration 16Q: 3 clusters Score -101284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101293.929688 Penalty: 3373.436279
	Iteration 17Q: 3 clusters Score -101293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101297.296875 Penalty: 3373.436279
	Iteration 18Q: 3 clusters Score -101297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101298.093750 Penalty: 3373.436279
	Iteration 19Q: 3 clusters Score -101298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101299.382812 Penalty: 3373.436279
	Iteration 20F: 3 clusters Score -101299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101300.335938 Penalty: 3373.436279
	Iteration 21Q: 3 clusters Score -101300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101300.335938 Penalty: 3373.436279
	Iteration 22F: 3 clusters Score -101300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -98217.875000 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -98217.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96427.390625 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -96427.39 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96751.273438 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -96751.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96906.812500 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -96906.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96996.539062 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -96996.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97078.890625 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -97078.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97159.804688 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -97159.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97272.460938 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -97272.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97418.484375 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -97418.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97611.828125 Penalty: 3347.965820
	Iteration 8F: 3 clusters Score -97611.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97800.601562 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -97800.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98036.968750 Penalty: 3347.965820
	Iteration 10F: 3 clusters Score -98036.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98236.289062 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -98236.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98454.875000 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -98454.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98768.265625 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -98768.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98931.804688 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -98931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98939.445312 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -98939.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98949.203125 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -98949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98949.203125 Penalty: 3347.965820
	Iteration 17F: 3 clusters Score -98949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 219 members 
Mstep: Class 3 contains 63499 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 204650 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 54059 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 87078 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 160103 members 
Mstep: Class 21 contains 223658 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 462 members 
Entering Unmasked Estep 
Score: -138559376.000000 Penalty: 89651.437500
Splitting cluster 26 changes total score from -138560320.000000 to -138559376.000000
So it's not getting split.
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -416204256.000000 Penalty: 93014.703125
24->26 Clusters: Score -416204256.000000, best is -416217760.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1092259 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 45497 members 
Mstep: Class 3 contains 45388 members 
Mstep: Class 4 contains 45606 members 
Mstep: Class 5 contains 45705 members 
Mstep: Class 6 contains 45941 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 45405 members 
Mstep: Class 9 contains 45205 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 45519 members 
Mstep: Class 12 contains 45516 members 
Mstep: Class 13 contains 45482 members 
Mstep: Class 14 contains 45325 members 
Mstep: Class 15 contains 45863 members 
Mstep: Class 16 contains 45662 members 
Mstep: Class 17 contains 45487 members 
Mstep: Class 18 contains 45502 members 
Mstep: Class 19 contains 45720 members 
Mstep: Class 20 contains 45278 members 
Mstep: Class 21 contains 45187 members 
Mstep: Class 22 contains 45624 members 
Mstep: Class 23 contains 45552 members 
Mstep: Class 24 contains 45451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 267.360779 but Gain 3448.132812
Score: -133374296.000000 Penalty: 79307.039062
Iteration 0F: 24 clusters Score -1.333743e+08 nChanged 1044482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2940 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 174394 members 
Mstep: Class 3 contains 108782 members 
Mstep: Class 4 contains 50805 members 
Mstep: Class 5 contains 33003 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 81777 members 
Mstep: Class 8 contains 22755 members 
Mstep: Class 9 contains 28346 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 59081 members 
Mstep: Class 12 contains 18391 members 
Mstep: Class 13 contains 12595 members 
Mstep: Class 14 contains 104526 members 
Mstep: Class 15 contains 43802 members 
Mstep: Class 16 contains 39512 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 56614 members 
Mstep: Class 19 contains 15422 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 38161 members 
Mstep: Class 24 contains 61767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3138.890137 but Gain 3448.132812
Score: -136544688.000000 Penalty: 75858.906250
Iteration 1F: 23 clusters Score -1.365447e+08 nChanged 378875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2949 members 
Mstep: Class 2 contains 222564 members 
Mstep: Class 3 contains 137101 members 
Mstep: Class 4 contains 39621 members 
Mstep: Class 5 contains 16711 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 89163 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 31049 members 
Mstep: Class 10 contains 19404 members 
Mstep: Class 11 contains 58961 members 
Mstep: Class 12 contains 12941 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 120605 members 
Mstep: Class 15 contains 32423 members 
Mstep: Class 16 contains 34963 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 63898 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 22 contains 24960 members 
Mstep: Class 23 contains 43228 members 
Mstep: Class 24 contains 55454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2411.045654 but Gain 3448.132812
Score: -137239904.000000 Penalty: 72410.773438
Iteration 2F: 22 clusters Score -1.372399e+08 nChanged 299362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2890 members 
Mstep: Class 2 contains 270011 members 
Mstep: Class 3 contains 153547 members 
Mstep: Class 4 contains 24881 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 7 contains 100611 members 
Mstep: Class 8 contains 14240 members 
Mstep: Class 9 contains 32903 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 53876 members 
Mstep: Class 12 contains 7925 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 127419 members 
Mstep: Class 15 contains 24175 members 
Mstep: Class 16 contains 41498 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 59270 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 21 contains 31966 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 23 contains 50354 members 
Mstep: Class 24 contains 44605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137538992.000000 Penalty: 72410.773438
Iteration 3F: 22 clusters Score -1.37539e+08 nChanged 214492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2667 members 
Mstep: Class 2 contains 290188 members 
Mstep: Class 3 contains 176233 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 7 contains 109219 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 34920 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 47841 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 128325 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 49768 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 49832 members 
Mstep: Class 19 contains 4919 members 
Mstep: Class 21 contains 29862 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 57047 members 
Mstep: Class 24 contains 36048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2064.185059 but Gain 3448.125000
Score: -137752384.000000 Penalty: 68962.648438
Iteration 4F: 21 clusters Score -1.377524e+08 nChanged 159599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1494 members 
Mstep: Class 2 contains 287905 members 
Mstep: Class 3 contains 206644 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 7 contains 117407 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 37801 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 42186 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 126623 members 
Mstep: Class 15 contains 16554 members 
Mstep: Class 16 contains 56599 members 
Mstep: Class 17 contains 5912 members 
Mstep: Class 18 contains 40638 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 21 contains 27709 members 
Mstep: Class 22 contains 6089 members 
Mstep: Class 23 contains 61724 members 
Mstep: Class 24 contains 32205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1951.493530 but Gain 3448.136719
Score: -137997424.000000 Penalty: 65514.511719
Iteration 5F: 20 clusters Score -1.379974e+08 nChanged 131352
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 2 contains 272119 members 
Mstep: Class 3 contains 242614 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 125166 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 39830 members 
Mstep: Class 11 contains 36652 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 119861 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 61886 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 33835 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 21 contains 25139 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 64785 members 
Mstep: Class 24 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1898.969727 but Gain 3448.132812
Score: -138086688.000000 Penalty: 62066.378906
Iteration 6F: 19 clusters Score -1.380867e+08 nChanged 129690
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 2 contains 247052 members 
Mstep: Class 3 contains 267630 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 7 contains 137581 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 11 contains 33239 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 112465 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 65567 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 31813 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 21 contains 23293 members 
Mstep: Class 23 contains 66635 members 
Mstep: Class 24 contains 34325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2046.681763 but Gain 3448.132812
Score: -138128272.000000 Penalty: 58618.246094
Iteration 7F: 18 clusters Score -1.381283e+08 nChanged 110193
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 2 contains 243863 members 
Mstep: Class 3 contains 259837 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 7 contains 153869 members 
Mstep: Class 8 contains 3217 members 
Mstep: Class 9 contains 43261 members 
Mstep: Class 11 contains 30973 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 104215 members 
Mstep: Class 15 contains 10699 members 
Mstep: Class 16 contains 67277 members 
Mstep: Class 17 contains 4893 members 
Mstep: Class 18 contains 33428 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 23 contains 67850 members 
Mstep: Class 24 contains 39790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3166.600342 but Gain 3448.128906
Score: -138190160.000000 Penalty: 55170.117188
Iteration 8F: 17 clusters Score -1.381902e+08 nChanged 90904
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 245487 members 
Mstep: Class 3 contains 247101 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 172329 members 
Mstep: Class 9 contains 43972 members 
Mstep: Class 11 contains 28735 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 92661 members 
Mstep: Class 15 contains 9545 members 
Mstep: Class 16 contains 68623 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 36514 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 23 contains 68488 members 
Mstep: Class 24 contains 46300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138242240.000000 Penalty: 55170.117188
Iteration 9F: 17 clusters Score -1.382422e+08 nChanged 79336
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 242629 members 
Mstep: Class 3 contains 236469 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 7 contains 190786 members 
Mstep: Class 9 contains 44403 members 
Mstep: Class 11 contains 26517 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 78957 members 
Mstep: Class 15 contains 8669 members 
Mstep: Class 16 contains 70343 members 
Mstep: Class 17 contains 4885 members 
Mstep: Class 18 contains 40408 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 21 contains 19020 members 
Mstep: Class 23 contains 68862 members 
Mstep: Class 24 contains 53114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3446.272217 but Gain 3448.132812
Score: -138280512.000000 Penalty: 51721.984375
Iteration 10F: 16 clusters Score -1.382805e+08 nChanged 72555
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 238325 members 
Mstep: Class 3 contains 228351 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 7 contains 207256 members 
Mstep: Class 9 contains 44639 members 
Mstep: Class 11 contains 24944 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 65947 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 71978 members 
Mstep: Class 17 contains 4920 members 
Mstep: Class 18 contains 45459 members 
Mstep: Class 21 contains 18112 members 
Mstep: Class 23 contains 69058 members 
Mstep: Class 24 contains 60750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138312208.000000 Penalty: 51721.984375
Iteration 11F: 16 clusters Score -1.383122e+08 nChanged 62303
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 232975 members 
Mstep: Class 3 contains 219114 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 7 contains 221463 members 
Mstep: Class 9 contains 44770 members 
Mstep: Class 11 contains 23746 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 54096 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 73682 members 
Mstep: Class 17 contains 4938 members 
Mstep: Class 18 contains 50532 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 23 contains 69146 members 
Mstep: Class 24 contains 68693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138328512.000000 Penalty: 51721.984375
Iteration 12F: 16 clusters Score -1.383285e+08 nChanged 56896
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 227830 members 
Mstep: Class 3 contains 210513 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 7 contains 230228 members 
Mstep: Class 9 contains 45565 members 
Mstep: Class 11 contains 23265 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 44303 members 
Mstep: Class 15 contains 6502 members 
Mstep: Class 16 contains 75158 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 21 contains 16776 members 
Mstep: Class 23 contains 69146 members 
Mstep: Class 24 contains 77348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138341552.000000 Penalty: 51721.984375
Iteration 13F: 16 clusters Score -1.383416e+08 nChanged 50315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 223336 members 
Mstep: Class 3 contains 205178 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 231212 members 
Mstep: Class 9 contains 47389 members 
Mstep: Class 11 contains 23065 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 36339 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 76278 members 
Mstep: Class 17 contains 5073 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 23 contains 69240 members 
Mstep: Class 24 contains 86455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138355600.000000 Penalty: 51721.984375
Iteration 14Q: 16 clusters Score -1.383556e+08 nChanged 43949
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 219842 members 
Mstep: Class 3 contains 201816 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 227213 members 
Mstep: Class 9 contains 49859 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 29692 members 
Mstep: Class 15 contains 5336 members 
Mstep: Class 16 contains 76993 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 67770 members 
Mstep: Class 21 contains 15749 members 
Mstep: Class 23 contains 69314 members 
Mstep: Class 24 contains 95833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138370160.000000 Penalty: 51721.984375
Iteration 15Q: 16 clusters Score -1.383702e+08 nChanged 38636
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 216907 members 
Mstep: Class 3 contains 198870 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 221145 members 
Mstep: Class 9 contains 52355 members 
Mstep: Class 11 contains 23138 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 24338 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 77342 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 73567 members 
Mstep: Class 21 contains 15197 members 
Mstep: Class 23 contains 69251 members 
Mstep: Class 24 contains 105428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138384096.000000 Penalty: 51721.984375
Iteration 16Q: 16 clusters Score -1.383841e+08 nChanged 34112
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 214447 members 
Mstep: Class 3 contains 195557 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 214656 members 
Mstep: Class 9 contains 54841 members 
Mstep: Class 11 contains 23064 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 20169 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 77430 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 79019 members 
Mstep: Class 21 contains 14613 members 
Mstep: Class 23 contains 69126 members 
Mstep: Class 24 contains 114988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138396976.000000 Penalty: 51721.984375
Iteration 17Q: 16 clusters Score -1.38397e+08 nChanged 30649
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 211652 members 
Mstep: Class 3 contains 191428 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 208985 members 
Mstep: Class 9 contains 57124 members 
Mstep: Class 11 contains 22708 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 77359 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 84205 members 
Mstep: Class 21 contains 14028 members 
Mstep: Class 23 contains 68949 members 
Mstep: Class 24 contains 124456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138408240.000000 Penalty: 51721.984375
Iteration 18Q: 16 clusters Score -1.384082e+08 nChanged 27849
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 208806 members 
Mstep: Class 3 contains 187000 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 203952 members 
Mstep: Class 9 contains 59241 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 15472 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 16 contains 77110 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 89045 members 
Mstep: Class 21 contains 13372 members 
Mstep: Class 23 contains 68723 members 
Mstep: Class 24 contains 133451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138419184.000000 Penalty: 51721.984375
Iteration 19Q: 16 clusters Score -1.384192e+08 nChanged 26128
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 205868 members 
Mstep: Class 3 contains 182225 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 7 contains 199519 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 11 contains 21700 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 14372 members 
Mstep: Class 15 contains 3557 members 
Mstep: Class 16 contains 76787 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 93531 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 23 contains 68535 members 
Mstep: Class 24 contains 142348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138428128.000000 Penalty: 51721.984375
Iteration 20F: 16 clusters Score -1.384281e+08 nChanged 25375
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 203310 members 
Mstep: Class 3 contains 177385 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 7 contains 195164 members 
Mstep: Class 9 contains 62802 members 
Mstep: Class 11 contains 20976 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 76275 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 97758 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 23 contains 68232 members 
Mstep: Class 24 contains 150961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138436608.000000 Penalty: 51721.984375
Iteration 21Q: 16 clusters Score -1.384366e+08 nChanged 24817
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 200820 members 
Mstep: Class 3 contains 173000 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 190509 members 
Mstep: Class 9 contains 64615 members 
Mstep: Class 11 contains 20263 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 13987 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 75624 members 
Mstep: Class 17 contains 5369 members 
Mstep: Class 18 contains 101731 members 
Mstep: Class 21 contains 11546 members 
Mstep: Class 23 contains 67818 members 
Mstep: Class 24 contains 159289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138444000.000000 Penalty: 51721.984375
Iteration 22Q: 16 clusters Score -1.38444e+08 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 198374 members 
Mstep: Class 3 contains 168890 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 185599 members 
Mstep: Class 9 contains 66454 members 
Mstep: Class 11 contains 19553 members 
Mstep: Class 13 contains 1388 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 74915 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 105328 members 
Mstep: Class 21 contains 10939 members 
Mstep: Class 23 contains 67374 members 
Mstep: Class 24 contains 167682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3390.547607 but Gain 3448.132812
Score: -138451632.000000 Penalty: 48273.851562
Iteration 23Q: 15 clusters Score -1.384516e+08 nChanged 26855
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 197083 members 
Mstep: Class 3 contains 165381 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 180689 members 
Mstep: Class 9 contains 68248 members 
Mstep: Class 11 contains 18851 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 16 contains 74300 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 108956 members 
Mstep: Class 21 contains 10329 members 
Mstep: Class 23 contains 66979 members 
Mstep: Class 24 contains 176609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138461376.000000 Penalty: 48273.851562
Iteration 24Q: 15 clusters Score -1.384614e+08 nChanged 24779
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 195042 members 
Mstep: Class 3 contains 161112 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 175897 members 
Mstep: Class 9 contains 69905 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 15285 members 
Mstep: Class 16 contains 73394 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 111897 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 23 contains 66645 members 
Mstep: Class 24 contains 185445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138467568.000000 Penalty: 48273.851562
Iteration 25Q: 15 clusters Score -1.384676e+08 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 193213 members 
Mstep: Class 3 contains 157174 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 171342 members 
Mstep: Class 9 contains 71417 members 
Mstep: Class 11 contains 17046 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 15665 members 
Mstep: Class 16 contains 72552 members 
Mstep: Class 17 contains 5451 members 
Mstep: Class 18 contains 114390 members 
Mstep: Class 21 contains 8944 members 
Mstep: Class 23 contains 66411 members 
Mstep: Class 24 contains 194034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138473408.000000 Penalty: 48273.851562
Iteration 26Q: 15 clusters Score -1.384734e+08 nChanged 24529
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 191788 members 
Mstep: Class 3 contains 153262 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 167428 members 
Mstep: Class 9 contains 72779 members 
Mstep: Class 11 contains 16108 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 15955 members 
Mstep: Class 16 contains 71889 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 116460 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 23 contains 66236 members 
Mstep: Class 24 contains 202056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138478656.000000 Penalty: 48273.851562
Iteration 27Q: 15 clusters Score -1.384787e+08 nChanged 24892
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 190198 members 
Mstep: Class 3 contains 149226 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 164281 members 
Mstep: Class 9 contains 73974 members 
Mstep: Class 11 contains 15124 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 16207 members 
Mstep: Class 16 contains 71283 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 118308 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 23 contains 66107 members 
Mstep: Class 24 contains 209875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138481328.000000 Penalty: 48273.851562
Iteration 28Q: 15 clusters Score -1.384813e+08 nChanged 27114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 188596 members 
Mstep: Class 3 contains 144558 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 7 contains 161677 members 
Mstep: Class 9 contains 75037 members 
Mstep: Class 11 contains 14167 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 16394 members 
Mstep: Class 16 contains 70833 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 119966 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 23 contains 65988 members 
Mstep: Class 24 contains 217942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138479296.000000 Penalty: 48273.851562
Iteration 29Q: 15 clusters Score -1.384793e+08 nChanged 27893
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 187539 members 
Mstep: Class 3 contains 140765 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 160025 members 
Mstep: Class 9 contains 75861 members 
Mstep: Class 11 contains 13254 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 16621 members 
Mstep: Class 16 contains 70464 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 121918 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 23 contains 65908 members 
Mstep: Class 24 contains 223295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138476576.000000 Penalty: 48273.851562
Iteration 30Q: 15 clusters Score -1.384766e+08 nChanged 25406
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 187441 members 
Mstep: Class 3 contains 138893 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 159497 members 
Mstep: Class 9 contains 76566 members 
Mstep: Class 11 contains 12367 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 16747 members 
Mstep: Class 16 contains 70119 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 124554 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 23 contains 65870 members 
Mstep: Class 24 contains 223962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138476080.000000 Penalty: 48273.851562
Iteration 31Q: 15 clusters Score -1.384761e+08 nChanged 22030
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 187933 members 
Mstep: Class 3 contains 138490 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 159864 members 
Mstep: Class 9 contains 77168 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 16808 members 
Mstep: Class 16 contains 69908 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 127722 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 23 contains 65834 members 
Mstep: Class 24 contains 221119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138479776.000000 Penalty: 48273.851562
Iteration 32Q: 15 clusters Score -1.384798e+08 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 188535 members 
Mstep: Class 3 contains 138950 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 160744 members 
Mstep: Class 9 contains 77689 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 16835 members 
Mstep: Class 16 contains 69738 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 18 contains 130958 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 23 contains 65769 members 
Mstep: Class 24 contains 216760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138485184.000000 Penalty: 48273.851562
Iteration 33Q: 15 clusters Score -1.384852e+08 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 189088 members 
Mstep: Class 3 contains 139516 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 161667 members 
Mstep: Class 9 contains 78207 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 16837 members 
Mstep: Class 16 contains 69627 members 
Mstep: Class 17 contains 5419 members 
Mstep: Class 18 contains 134098 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 23 contains 65735 members 
Mstep: Class 24 contains 212258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138489152.000000 Penalty: 48273.851562
Iteration 34Q: 15 clusters Score -1.384892e+08 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 189426 members 
Mstep: Class 3 contains 140001 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 162633 members 
Mstep: Class 9 contains 78662 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 16817 members 
Mstep: Class 16 contains 69580 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 137192 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 23 contains 65689 members 
Mstep: Class 24 contains 207997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138492720.000000 Penalty: 48273.851562
Iteration 35Q: 15 clusters Score -1.384927e+08 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 189528 members 
Mstep: Class 3 contains 140451 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 163584 members 
Mstep: Class 9 contains 78991 members 
Mstep: Class 11 contains 8081 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 16829 members 
Mstep: Class 16 contains 69546 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 140107 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 23 contains 65680 members 
Mstep: Class 24 contains 204177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138496048.000000 Penalty: 48273.851562
Iteration 36Q: 15 clusters Score -1.38496e+08 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 189391 members 
Mstep: Class 3 contains 141043 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 164498 members 
Mstep: Class 9 contains 79245 members 
Mstep: Class 11 contains 7343 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 16 contains 69527 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 142780 members 
Mstep: Class 21 contains 5207 members 
Mstep: Class 23 contains 65673 members 
Mstep: Class 24 contains 200739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138497984.000000 Penalty: 48273.851562
Iteration 37Q: 15 clusters Score -1.38498e+08 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 189027 members 
Mstep: Class 3 contains 141716 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 7 contains 165334 members 
Mstep: Class 9 contains 79509 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 16784 members 
Mstep: Class 16 contains 69556 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 145084 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 23 contains 65646 members 
Mstep: Class 24 contains 197783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138499920.000000 Penalty: 48273.851562
Iteration 38Q: 15 clusters Score -1.384999e+08 nChanged 12387
Entering ConstructFrom: 
Score: -138499920.000000 Penalty: 48273.851562
Entering ConstructFrom: 
Trying to split cluster 2 (188464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188464 members 
Entering Unmasked Estep 
Score: -24343772.000000 Penalty: 3012.372314
	Iteration 0F: 2 clusters Score -2.434377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -24219760.000000 Penalty: 6024.744629
	Iteration 0F: 3 clusters Score -2.421976e+07 nChanged 90613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -24273562.000000 Penalty: 6024.744629
	Iteration 1F: 3 clusters Score -2.427356e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -24275824.000000 Penalty: 6024.744629
	Iteration 2Q: 3 clusters Score -2.427582e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -24278782.000000 Penalty: 6024.744629
	Iteration 3Q: 3 clusters Score -2.427878e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -24283866.000000 Penalty: 6024.744629
	Iteration 4Q: 3 clusters Score -2.428387e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -24291292.000000 Penalty: 6024.744629
	Iteration 5F: 3 clusters Score -2.429129e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -24301226.000000 Penalty: 6024.744629
	Iteration 6F: 3 clusters Score -2.430123e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -24313072.000000 Penalty: 6024.744629
	Iteration 7F: 3 clusters Score -2.431307e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -24321342.000000 Penalty: 6024.744629
	Iteration 8F: 3 clusters Score -2.432134e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -24324648.000000 Penalty: 6024.744629
	Iteration 9Q: 3 clusters Score -2.432465e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -24325838.000000 Penalty: 6024.744629
	Iteration 10Q: 3 clusters Score -2.432584e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -24326412.000000 Penalty: 6024.744629
	Iteration 11Q: 3 clusters Score -2.432641e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -24326976.000000 Penalty: 6024.744629
	Iteration 12Q: 3 clusters Score -2.432698e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -24327328.000000 Penalty: 6024.744629
	Iteration 13Q: 3 clusters Score -2.432733e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -24327636.000000 Penalty: 6024.744629
	Iteration 14Q: 3 clusters Score -2.432764e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -24327986.000000 Penalty: 6024.744629
	Iteration 15Q: 3 clusters Score -2.432799e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110561 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -24328278.000000 Penalty: 6024.744629
	Iteration 16Q: 3 clusters Score -2.432828e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -24328332.000000 Penalty: 6024.744629
	Iteration 17Q: 3 clusters Score -2.432833e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -24328324.000000 Penalty: 6024.744629
	Iteration 18Q: 3 clusters Score -2.432832e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -24328412.000000 Penalty: 6024.744629
	Iteration 19Q: 3 clusters Score -2.432841e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -24328362.000000 Penalty: 6024.744629
	Iteration 20F: 3 clusters Score -2.432836e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -24328356.000000 Penalty: 6024.744629
	Iteration 21Q: 3 clusters Score -2.432836e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -24328362.000000 Penalty: 6024.744629
	Iteration 22Q: 3 clusters Score -2.432836e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -24328302.000000 Penalty: 6024.744629
	Iteration 23Q: 3 clusters Score -2.43283e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -24328300.000000 Penalty: 6024.744629
	Iteration 24Q: 3 clusters Score -2.43283e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -24328274.000000 Penalty: 6024.744629
	Iteration 25Q: 3 clusters Score -2.432827e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -24328314.000000 Penalty: 6024.744629
	Iteration 26Q: 3 clusters Score -2.432831e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -24328288.000000 Penalty: 6024.744629
	Iteration 27Q: 3 clusters Score -2.432829e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -24328268.000000 Penalty: 6024.744629
	Iteration 28Q: 3 clusters Score -2.432827e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -24328292.000000 Penalty: 6024.744629
	Iteration 29Q: 3 clusters Score -2.432829e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -24328230.000000 Penalty: 6024.744629
	Iteration 30Q: 3 clusters Score -2.432823e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -24328212.000000 Penalty: 6024.744629
	Iteration 31Q: 3 clusters Score -2.432821e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -24328168.000000 Penalty: 6024.744629
	Iteration 32Q: 3 clusters Score -2.432817e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -24328126.000000 Penalty: 6024.744629
	Iteration 33Q: 3 clusters Score -2.432813e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -24328064.000000 Penalty: 6024.744629
	Iteration 34Q: 3 clusters Score -2.432806e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -24328036.000000 Penalty: 6024.744629
	Iteration 35Q: 3 clusters Score -2.432804e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -24328052.000000 Penalty: 6024.744629
	Iteration 36Q: 3 clusters Score -2.432805e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -24328012.000000 Penalty: 6024.744629
	Iteration 37Q: 3 clusters Score -2.432801e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -24328020.000000 Penalty: 6024.744629
	Iteration 38Q: 3 clusters Score -2.432802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -24328012.000000 Penalty: 6024.744629
	Iteration 39Q: 3 clusters Score -2.432801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -24327990.000000 Penalty: 6024.744629
	Iteration 40F: 3 clusters Score -2.432799e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -24327986.000000 Penalty: 6024.744629
	Iteration 41Q: 3 clusters Score -2.432799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -24327996.000000 Penalty: 6024.744629
	Iteration 42Q: 3 clusters Score -2.4328e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105441 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -24327994.000000 Penalty: 6024.744629
	Iteration 43Q: 3 clusters Score -2.432799e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -24327996.000000 Penalty: 6024.744629
	Iteration 44Q: 3 clusters Score -2.4328e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -24327972.000000 Penalty: 6024.744629
	Iteration 45Q: 3 clusters Score -2.432797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -24327988.000000 Penalty: 6024.744629
	Iteration 46Q: 3 clusters Score -2.432799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -24327958.000000 Penalty: 6024.744629
	Iteration 47Q: 3 clusters Score -2.432796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -24327964.000000 Penalty: 6024.744629
	Iteration 48Q: 3 clusters Score -2.432796e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -24327970.000000 Penalty: 6024.744629
	Iteration 49Q: 3 clusters Score -2.432797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -24327956.000000 Penalty: 6024.744629
	Iteration 50Q: 3 clusters Score -2.432796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -24327942.000000 Penalty: 6024.744629
	Iteration 51Q: 3 clusters Score -2.432794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -24327928.000000 Penalty: 6024.744629
	Iteration 52Q: 3 clusters Score -2.432793e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -24327938.000000 Penalty: 6024.744629
	Iteration 53Q: 3 clusters Score -2.432794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -24327886.000000 Penalty: 6024.744629
	Iteration 54Q: 3 clusters Score -2.432789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -24327892.000000 Penalty: 6024.744629
	Iteration 55Q: 3 clusters Score -2.432789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -24327912.000000 Penalty: 6024.744629
	Iteration 56Q: 3 clusters Score -2.432791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -24327932.000000 Penalty: 6024.744629
	Iteration 57Q: 3 clusters Score -2.432793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -24327936.000000 Penalty: 6024.744629
	Iteration 58Q: 3 clusters Score -2.432794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -24327912.000000 Penalty: 6024.744629
	Iteration 59Q: 3 clusters Score -2.432791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -24327898.000000 Penalty: 6024.744629
	Iteration 60F: 3 clusters Score -2.43279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -24327904.000000 Penalty: 6024.744629
	Iteration 61Q: 3 clusters Score -2.43279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -24327902.000000 Penalty: 6024.744629
	Iteration 62Q: 3 clusters Score -2.43279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -24327898.000000 Penalty: 6024.744629
	Iteration 63Q: 3 clusters Score -2.43279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -24327888.000000 Penalty: 6024.744629
	Iteration 64Q: 3 clusters Score -2.432789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -24327896.000000 Penalty: 6024.744629
	Iteration 65Q: 3 clusters Score -2.43279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -24327888.000000 Penalty: 6024.744629
	Iteration 66Q: 3 clusters Score -2.432789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -24327884.000000 Penalty: 6024.744629
	Iteration 67Q: 3 clusters Score -2.432788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -24327886.000000 Penalty: 6024.744629
	Iteration 68Q: 3 clusters Score -2.432789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -24327890.000000 Penalty: 6024.744629
	Iteration 69Q: 3 clusters Score -2.432789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -24327888.000000 Penalty: 6024.744629
	Iteration 70Q: 3 clusters Score -2.432789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -24327884.000000 Penalty: 6024.744629
	Iteration 71Q: 3 clusters Score -2.432788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -24327888.000000 Penalty: 6024.744629
	Iteration 72Q: 3 clusters Score -2.432789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -24327886.000000 Penalty: 6024.744629
	Iteration 73Q: 3 clusters Score -2.432789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -24327886.000000 Penalty: 6024.744629
	Iteration 74Q: 3 clusters Score -2.432789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -24327860.000000 Penalty: 6024.744629
	Iteration 75Q: 3 clusters Score -2.432786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -24327868.000000 Penalty: 6024.744629
	Iteration 76Q: 3 clusters Score -2.432787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -24327870.000000 Penalty: 6024.744629
	Iteration 77Q: 3 clusters Score -2.432787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -24327874.000000 Penalty: 6024.744629
	Iteration 78Q: 3 clusters Score -2.432787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -24327886.000000 Penalty: 6024.744629
	Iteration 79Q: 3 clusters Score -2.432789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -24327874.000000 Penalty: 6024.744629
	Iteration 80F: 3 clusters Score -2.432787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -24327878.000000 Penalty: 6024.744629
	Iteration 81Q: 3 clusters Score -2.432788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -24327896.000000 Penalty: 6024.744629
	Iteration 82Q: 3 clusters Score -2.43279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -24327890.000000 Penalty: 6024.744629
	Iteration 83Q: 3 clusters Score -2.432789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -24327898.000000 Penalty: 6024.744629
	Iteration 84Q: 3 clusters Score -2.43279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -24327894.000000 Penalty: 6024.744629
	Iteration 85Q: 3 clusters Score -2.432789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -24327876.000000 Penalty: 6024.744629
	Iteration 86Q: 3 clusters Score -2.432788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -24327870.000000 Penalty: 6024.744629
	Iteration 87Q: 3 clusters Score -2.432787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -24327878.000000 Penalty: 6024.744629
	Iteration 88Q: 3 clusters Score -2.432788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -24327878.000000 Penalty: 6024.744629
	Iteration 89Q: 3 clusters Score -2.432788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -24327866.000000 Penalty: 6024.744629
	Iteration 90Q: 3 clusters Score -2.432787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -24327866.000000 Penalty: 6024.744629
	Iteration 91F: 3 clusters Score -2.432787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (142457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Entering Unmasked Estep 
Score: -18509880.000000 Penalty: 2942.965332
	Iteration 0F: 2 clusters Score -1.850988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -18415276.000000 Penalty: 5885.930664
	Iteration 0F: 3 clusters Score -1.841528e+07 nChanged 67914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -18454892.000000 Penalty: 5885.930664
	Iteration 1F: 3 clusters Score -1.845489e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -18456770.000000 Penalty: 5885.930664
	Iteration 2Q: 3 clusters Score -1.845677e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -18459278.000000 Penalty: 5885.930664
	Iteration 3Q: 3 clusters Score -1.845928e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -18463300.000000 Penalty: 5885.930664
	Iteration 4F: 3 clusters Score -1.84633e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -18469880.000000 Penalty: 5885.930664
	Iteration 5F: 3 clusters Score -1.846988e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -18478924.000000 Penalty: 5885.930664
	Iteration 6F: 3 clusters Score -1.847892e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -18488562.000000 Penalty: 5885.930664
	Iteration 7F: 3 clusters Score -1.848856e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -18496282.000000 Penalty: 5885.930664
	Iteration 8F: 3 clusters Score -1.849628e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -18501308.000000 Penalty: 5885.930664
	Iteration 9Q: 3 clusters Score -1.850131e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -18503926.000000 Penalty: 5885.930664
	Iteration 10Q: 3 clusters Score -1.850393e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -18505328.000000 Penalty: 5885.930664
	Iteration 11Q: 3 clusters Score -1.850533e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18506118.000000 Penalty: 5885.930664
	Iteration 12Q: 3 clusters Score -1.850612e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140809 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -18506568.000000 Penalty: 5885.930664
	Iteration 13Q: 3 clusters Score -1.850657e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18506786.000000 Penalty: 5885.930664
	Iteration 14Q: 3 clusters Score -1.850679e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -18506974.000000 Penalty: 5885.930664
	Iteration 15Q: 3 clusters Score -1.850697e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -18507038.000000 Penalty: 5885.930664
	Iteration 16Q: 3 clusters Score -1.850704e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18507128.000000 Penalty: 5885.930664
	Iteration 17Q: 3 clusters Score -1.850713e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -18507190.000000 Penalty: 5885.930664
	Iteration 18Q: 3 clusters Score -1.850719e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18507246.000000 Penalty: 5885.930664
	Iteration 19Q: 3 clusters Score -1.850725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18507274.000000 Penalty: 5885.930664
	Iteration 20F: 3 clusters Score -1.850727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18507306.000000 Penalty: 5885.930664
	Iteration 21Q: 3 clusters Score -1.850731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18507294.000000 Penalty: 5885.930664
	Iteration 22Q: 3 clusters Score -1.850729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18507314.000000 Penalty: 5885.930664
	Iteration 23Q: 3 clusters Score -1.850731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18507298.000000 Penalty: 5885.930664
	Iteration 24Q: 3 clusters Score -1.85073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18507312.000000 Penalty: 5885.930664
	Iteration 25Q: 3 clusters Score -1.850731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18507316.000000 Penalty: 5885.930664
	Iteration 26Q: 3 clusters Score -1.850732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18507314.000000 Penalty: 5885.930664
	Iteration 27Q: 3 clusters Score -1.850731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18507318.000000 Penalty: 5885.930664
	Iteration 28Q: 3 clusters Score -1.850732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18507320.000000 Penalty: 5885.930664
	Iteration 29Q: 3 clusters Score -1.850732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18507330.000000 Penalty: 5885.930664
	Iteration 30Q: 3 clusters Score -1.850733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18507332.000000 Penalty: 5885.930664
	Iteration 31Q: 3 clusters Score -1.850733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18507324.000000 Penalty: 5885.930664
	Iteration 32Q: 3 clusters Score -1.850732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18507316.000000 Penalty: 5885.930664
	Iteration 33Q: 3 clusters Score -1.850732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18507328.000000 Penalty: 5885.930664
	Iteration 34Q: 3 clusters Score -1.850733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18507326.000000 Penalty: 5885.930664
	Iteration 35Q: 3 clusters Score -1.850733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18507326.000000 Penalty: 5885.930664
	Iteration 36F: 3 clusters Score -1.850733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -322942.750000 Penalty: 2002.358521
	Iteration 0F: 2 clusters Score -322942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -319948.937500 Penalty: 4004.717041
	Iteration 0F: 3 clusters Score -319948.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -326660.000000 Penalty: 4004.717041
	Iteration 1F: 3 clusters Score -326660 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -330756.875000 Penalty: 4004.717041
	Iteration 2F: 3 clusters Score -330756.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -332775.093750 Penalty: 4004.717041
	Iteration 3F: 3 clusters Score -332775.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -333599.937500 Penalty: 4004.717041
	Iteration 4Q: 3 clusters Score -333599.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -334612.531250 Penalty: 4004.717041
	Iteration 5Q: 3 clusters Score -334612.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -335122.812500 Penalty: 4004.717041
	Iteration 6Q: 3 clusters Score -335122.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -335211.468750 Penalty: 4004.717041
	Iteration 7Q: 3 clusters Score -335211.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -335326.531250 Penalty: 4004.717041
	Iteration 8Q: 3 clusters Score -335326.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -335485.312500 Penalty: 4004.717041
	Iteration 9Q: 3 clusters Score -335485.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -335536.156250 Penalty: 4004.717041
	Iteration 10Q: 3 clusters Score -335536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -335538.343750 Penalty: 4004.717041
	Iteration 11Q: 3 clusters Score -335538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -335538.343750 Penalty: 4004.717041
	Iteration 12F: 3 clusters Score -335538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 188464 members 
Mstep: Class 3 contains 142457 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 9 contains 79744 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 16781 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 147104 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 23 contains 65635 members 
Mstep: Class 24 contains 195106 members 
Entering Unmasked Estep 
Score: -138511568.000000 Penalty: 51721.984375
Splitting cluster 5 changes total score from -138499920.000000 to -138511568.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (166119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166119 members 
Entering Unmasked Estep 
Score: -21517078.000000 Penalty: 2981.074219
	Iteration 0F: 2 clusters Score -2.151708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -21409480.000000 Penalty: 5962.148438
	Iteration 0F: 3 clusters Score -2.140948e+07 nChanged 79221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -21454900.000000 Penalty: 5962.148438
	Iteration 1F: 3 clusters Score -2.14549e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -21456070.000000 Penalty: 5962.148438
	Iteration 2Q: 3 clusters Score -2.145607e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -21457610.000000 Penalty: 5962.148438
	Iteration 3Q: 3 clusters Score -2.145761e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -21459658.000000 Penalty: 5962.148438
	Iteration 4Q: 3 clusters Score -2.145966e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -21462380.000000 Penalty: 5962.148438
	Iteration 5Q: 3 clusters Score -2.146238e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -21465950.000000 Penalty: 5962.148438
	Iteration 6Q: 3 clusters Score -2.146595e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -21470394.000000 Penalty: 5962.148438
	Iteration 7F: 3 clusters Score -2.147039e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -21475612.000000 Penalty: 5962.148438
	Iteration 8F: 3 clusters Score -2.147561e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -21481158.000000 Penalty: 5962.148438
	Iteration 9F: 3 clusters Score -2.148116e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -21487126.000000 Penalty: 5962.148438
	Iteration 10F: 3 clusters Score -2.148713e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -21492800.000000 Penalty: 5962.148438
	Iteration 11F: 3 clusters Score -2.14928e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -21496460.000000 Penalty: 5962.148438
	Iteration 12Q: 3 clusters Score -2.149646e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -21498586.000000 Penalty: 5962.148438
	Iteration 13Q: 3 clusters Score -2.149859e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -21500132.000000 Penalty: 5962.148438
	Iteration 14Q: 3 clusters Score -2.150013e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -21501422.000000 Penalty: 5962.148438
	Iteration 15Q: 3 clusters Score -2.150142e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 119367 members 
Entering Unmasked Estep 
Score: -21502770.000000 Penalty: 5962.148438
	Iteration 16Q: 3 clusters Score -2.150277e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -21504130.000000 Penalty: 5962.148438
	Iteration 17Q: 3 clusters Score -2.150413e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -21505268.000000 Penalty: 5962.148438
	Iteration 18Q: 3 clusters Score -2.150527e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -21506472.000000 Penalty: 5962.148438
	Iteration 19Q: 3 clusters Score -2.150647e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -21507286.000000 Penalty: 5962.148438
	Iteration 20F: 3 clusters Score -2.150729e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 129744 members 
Entering Unmasked Estep 
Score: -21508122.000000 Penalty: 5962.148438
	Iteration 21Q: 3 clusters Score -2.150812e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -21508840.000000 Penalty: 5962.148438
	Iteration 22Q: 3 clusters Score -2.150884e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -21509352.000000 Penalty: 5962.148438
	Iteration 23Q: 3 clusters Score -2.150935e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -21509722.000000 Penalty: 5962.148438
	Iteration 24Q: 3 clusters Score -2.150972e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -21510116.000000 Penalty: 5962.148438
	Iteration 25Q: 3 clusters Score -2.151012e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -21510450.000000 Penalty: 5962.148438
	Iteration 26Q: 3 clusters Score -2.151045e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 138699 members 
Entering Unmasked Estep 
Score: -21510628.000000 Penalty: 5962.148438
	Iteration 27Q: 3 clusters Score -2.151063e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 139908 members 
Entering Unmasked Estep 
Score: -21510932.000000 Penalty: 5962.148438
	Iteration 28Q: 3 clusters Score -2.151093e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -21511086.000000 Penalty: 5962.148438
	Iteration 29Q: 3 clusters Score -2.151109e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -21511334.000000 Penalty: 5962.148438
	Iteration 30Q: 3 clusters Score -2.151133e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 143306 members 
Entering Unmasked Estep 
Score: -21511514.000000 Penalty: 5962.148438
	Iteration 31Q: 3 clusters Score -2.151151e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -21511662.000000 Penalty: 5962.148438
	Iteration 32Q: 3 clusters Score -2.151166e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -21511730.000000 Penalty: 5962.148438
	Iteration 33Q: 3 clusters Score -2.151173e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -21511812.000000 Penalty: 5962.148438
	Iteration 34Q: 3 clusters Score -2.151181e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -21511934.000000 Penalty: 5962.148438
	Iteration 35Q: 3 clusters Score -2.151193e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 147664 members 
Entering Unmasked Estep 
Score: -21512050.000000 Penalty: 5962.148438
	Iteration 36Q: 3 clusters Score -2.151205e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -21512200.000000 Penalty: 5962.148438
	Iteration 37Q: 3 clusters Score -2.15122e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -21512224.000000 Penalty: 5962.148438
	Iteration 38Q: 3 clusters Score -2.151222e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
Score: -21512346.000000 Penalty: 5962.148438
	Iteration 39Q: 3 clusters Score -2.151235e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -21512380.000000 Penalty: 5962.148438
	Iteration 40F: 3 clusters Score -2.151238e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 151180 members 
Entering Unmasked Estep 
Score: -21512386.000000 Penalty: 5962.148438
	Iteration 41Q: 3 clusters Score -2.151239e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -21512474.000000 Penalty: 5962.148438
	Iteration 42Q: 3 clusters Score -2.151247e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -21512662.000000 Penalty: 5962.148438
	Iteration 43Q: 3 clusters Score -2.151266e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -21512744.000000 Penalty: 5962.148438
	Iteration 44Q: 3 clusters Score -2.151274e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 153845 members 
Entering Unmasked Estep 
Score: -21512776.000000 Penalty: 5962.148438
	Iteration 45Q: 3 clusters Score -2.151278e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -21512946.000000 Penalty: 5962.148438
	Iteration 46Q: 3 clusters Score -2.151295e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -21512952.000000 Penalty: 5962.148438
	Iteration 47Q: 3 clusters Score -2.151295e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -21512944.000000 Penalty: 5962.148438
	Iteration 48Q: 3 clusters Score -2.151294e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -21513004.000000 Penalty: 5962.148438
	Iteration 49Q: 3 clusters Score -2.1513e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -21513126.000000 Penalty: 5962.148438
	Iteration 50Q: 3 clusters Score -2.151313e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -21513232.000000 Penalty: 5962.148438
	Iteration 51Q: 3 clusters Score -2.151323e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -21513288.000000 Penalty: 5962.148438
	Iteration 52Q: 3 clusters Score -2.151329e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 158502 members 
Entering Unmasked Estep 
Score: -21513354.000000 Penalty: 5962.148438
	Iteration 53Q: 3 clusters Score -2.151335e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -21513430.000000 Penalty: 5962.148438
	Iteration 54Q: 3 clusters Score -2.151343e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -21513606.000000 Penalty: 5962.148438
	Iteration 55Q: 3 clusters Score -2.151361e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -21513638.000000 Penalty: 5962.148438
	Iteration 56Q: 3 clusters Score -2.151364e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -21513764.000000 Penalty: 5962.148438
	Iteration 57Q: 3 clusters Score -2.151376e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -21513790.000000 Penalty: 5962.148438
	Iteration 58Q: 3 clusters Score -2.151379e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -21513866.000000 Penalty: 5962.148438
	Iteration 59Q: 3 clusters Score -2.151387e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 161325 members 
Entering Unmasked Estep 
Score: -21513838.000000 Penalty: 5962.148438
	Iteration 60F: 3 clusters Score -2.151384e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -21513870.000000 Penalty: 5962.148438
	Iteration 61Q: 3 clusters Score -2.151387e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 161876 members 
Entering Unmasked Estep 
Score: -21513938.000000 Penalty: 5962.148438
	Iteration 62Q: 3 clusters Score -2.151394e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -21513950.000000 Penalty: 5962.148438
	Iteration 63Q: 3 clusters Score -2.151395e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 162329 members 
Entering Unmasked Estep 
Score: -21514008.000000 Penalty: 5962.148438
	Iteration 64Q: 3 clusters Score -2.151401e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -21514076.000000 Penalty: 5962.148438
	Iteration 65Q: 3 clusters Score -2.151408e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -21514116.000000 Penalty: 5962.148438
	Iteration 66Q: 3 clusters Score -2.151412e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -21514130.000000 Penalty: 5962.148438
	Iteration 67Q: 3 clusters Score -2.151413e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 163037 members 
Entering Unmasked Estep 
Score: -21514184.000000 Penalty: 5962.148438
	Iteration 68Q: 3 clusters Score -2.151418e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -21514256.000000 Penalty: 5962.148438
	Iteration 69Q: 3 clusters Score -2.151426e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -21514324.000000 Penalty: 5962.148438
	Iteration 70Q: 3 clusters Score -2.151432e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -21514346.000000 Penalty: 5962.148438
	Iteration 71Q: 3 clusters Score -2.151435e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -21514304.000000 Penalty: 5962.148438
	Iteration 72Q: 3 clusters Score -2.15143e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -21514336.000000 Penalty: 5962.148438
	Iteration 73Q: 3 clusters Score -2.151434e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -21514364.000000 Penalty: 5962.148438
	Iteration 74Q: 3 clusters Score -2.151436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 163931 members 
Entering Unmasked Estep 
Score: -21514364.000000 Penalty: 5962.148438
	Iteration 75Q: 3 clusters Score -2.151436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -21514346.000000 Penalty: 5962.148438
	Iteration 76Q: 3 clusters Score -2.151435e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -21514370.000000 Penalty: 5962.148438
	Iteration 77Q: 3 clusters Score -2.151437e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -21514408.000000 Penalty: 5962.148438
	Iteration 78Q: 3 clusters Score -2.151441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -21514434.000000 Penalty: 5962.148438
	Iteration 79Q: 3 clusters Score -2.151443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -21514452.000000 Penalty: 5962.148438
	Iteration 80F: 3 clusters Score -2.151445e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -21514486.000000 Penalty: 5962.148438
	Iteration 81Q: 3 clusters Score -2.151449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -21514504.000000 Penalty: 5962.148438
	Iteration 82Q: 3 clusters Score -2.15145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -21514500.000000 Penalty: 5962.148438
	Iteration 83Q: 3 clusters Score -2.15145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -21514510.000000 Penalty: 5962.148438
	Iteration 84Q: 3 clusters Score -2.151451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 164413 members 
Entering Unmasked Estep 
Score: -21514512.000000 Penalty: 5962.148438
	Iteration 85Q: 3 clusters Score -2.151451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -21514510.000000 Penalty: 5962.148438
	Iteration 86Q: 3 clusters Score -2.151451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -21514516.000000 Penalty: 5962.148438
	Iteration 87Q: 3 clusters Score -2.151452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -21514512.000000 Penalty: 5962.148438
	Iteration 88Q: 3 clusters Score -2.151451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -21514514.000000 Penalty: 5962.148438
	Iteration 89Q: 3 clusters Score -2.151451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -21514510.000000 Penalty: 5962.148438
	Iteration 90Q: 3 clusters Score -2.151451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -21514534.000000 Penalty: 5962.148438
	Iteration 91Q: 3 clusters Score -2.151453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -21514580.000000 Penalty: 5962.148438
	Iteration 92Q: 3 clusters Score -2.151458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -21514588.000000 Penalty: 5962.148438
	Iteration 93Q: 3 clusters Score -2.151459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -21514594.000000 Penalty: 5962.148438
	Iteration 94Q: 3 clusters Score -2.151459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -21514602.000000 Penalty: 5962.148438
	Iteration 95Q: 3 clusters Score -2.15146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -21514606.000000 Penalty: 5962.148438
	Iteration 96Q: 3 clusters Score -2.151461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -21514606.000000 Penalty: 5962.148438
	Iteration 97Q: 3 clusters Score -2.151461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 164651 members 
Entering Unmasked Estep 
Score: -21514602.000000 Penalty: 5962.148438
	Iteration 98Q: 3 clusters Score -2.15146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -21514606.000000 Penalty: 5962.148438
	Iteration 99Q: 3 clusters Score -2.151461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -21514626.000000 Penalty: 5962.148438
	Iteration 100F: 3 clusters Score -2.151463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -21514620.000000 Penalty: 5962.148438
	Iteration 101Q: 3 clusters Score -2.151462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -21514622.000000 Penalty: 5962.148438
	Iteration 102Q: 3 clusters Score -2.151462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -21514622.000000 Penalty: 5962.148438
	Iteration 103Q: 3 clusters Score -2.151462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 164676 members 
Entering Unmasked Estep 
Score: -21514624.000000 Penalty: 5962.148438
	Iteration 104Q: 3 clusters Score -2.151462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -21514626.000000 Penalty: 5962.148438
	Iteration 105Q: 3 clusters Score -2.151463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -21514630.000000 Penalty: 5962.148438
	Iteration 106Q: 3 clusters Score -2.151463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -21514630.000000 Penalty: 5962.148438
	Iteration 107F: 3 clusters Score -2.151463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Entering Unmasked Estep 
Score: -10328797.000000 Penalty: 2799.071045
	Iteration 0F: 2 clusters Score -1.03288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -10275353.000000 Penalty: 5598.142090
	Iteration 0F: 3 clusters Score -1.027535e+07 nChanged 37505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -10296395.000000 Penalty: 5598.142090
	Iteration 1F: 3 clusters Score -1.02964e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -10297042.000000 Penalty: 5598.142090
	Iteration 2Q: 3 clusters Score -1.029704e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -10297693.000000 Penalty: 5598.142090
	Iteration 3Q: 3 clusters Score -1.029769e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -10298455.000000 Penalty: 5598.142090
	Iteration 4Q: 3 clusters Score -1.029846e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -10299585.000000 Penalty: 5598.142090
	Iteration 5Q: 3 clusters Score -1.029958e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -10301002.000000 Penalty: 5598.142090
	Iteration 6Q: 3 clusters Score -1.0301e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -10303069.000000 Penalty: 5598.142090
	Iteration 7F: 3 clusters Score -1.030307e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -10305359.000000 Penalty: 5598.142090
	Iteration 8F: 3 clusters Score -1.030536e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -10308224.000000 Penalty: 5598.142090
	Iteration 9F: 3 clusters Score -1.030822e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -10311374.000000 Penalty: 5598.142090
	Iteration 10F: 3 clusters Score -1.031137e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -10314803.000000 Penalty: 5598.142090
	Iteration 11F: 3 clusters Score -1.03148e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -10318109.000000 Penalty: 5598.142090
	Iteration 12Q: 3 clusters Score -1.031811e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -10320775.000000 Penalty: 5598.142090
	Iteration 13Q: 3 clusters Score -1.032078e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -10322416.000000 Penalty: 5598.142090
	Iteration 14Q: 3 clusters Score -1.032242e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -10323239.000000 Penalty: 5598.142090
	Iteration 15Q: 3 clusters Score -1.032324e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -10323625.000000 Penalty: 5598.142090
	Iteration 16Q: 3 clusters Score -1.032362e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -10323955.000000 Penalty: 5598.142090
	Iteration 17Q: 3 clusters Score -1.032396e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -10324206.000000 Penalty: 5598.142090
	Iteration 18Q: 3 clusters Score -1.032421e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -10324477.000000 Penalty: 5598.142090
	Iteration 19Q: 3 clusters Score -1.032448e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -10324772.000000 Penalty: 5598.142090
	Iteration 20F: 3 clusters Score -1.032477e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -10325034.000000 Penalty: 5598.142090
	Iteration 21Q: 3 clusters Score -1.032503e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -10325273.000000 Penalty: 5598.142090
	Iteration 22Q: 3 clusters Score -1.032527e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -10325408.000000 Penalty: 5598.142090
	Iteration 23Q: 3 clusters Score -1.032541e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -10325577.000000 Penalty: 5598.142090
	Iteration 24Q: 3 clusters Score -1.032558e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -10325734.000000 Penalty: 5598.142090
	Iteration 25Q: 3 clusters Score -1.032573e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -10325861.000000 Penalty: 5598.142090
	Iteration 26Q: 3 clusters Score -1.032586e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -10325926.000000 Penalty: 5598.142090
	Iteration 27Q: 3 clusters Score -1.032593e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -10326061.000000 Penalty: 5598.142090
	Iteration 28Q: 3 clusters Score -1.032606e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -10326210.000000 Penalty: 5598.142090
	Iteration 29Q: 3 clusters Score -1.032621e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -10326259.000000 Penalty: 5598.142090
	Iteration 30Q: 3 clusters Score -1.032626e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -10326322.000000 Penalty: 5598.142090
	Iteration 31Q: 3 clusters Score -1.032632e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -10326364.000000 Penalty: 5598.142090
	Iteration 32Q: 3 clusters Score -1.032636e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10326403.000000 Penalty: 5598.142090
	Iteration 33Q: 3 clusters Score -1.03264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -10326447.000000 Penalty: 5598.142090
	Iteration 34Q: 3 clusters Score -1.032645e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10326488.000000 Penalty: 5598.142090
	Iteration 35Q: 3 clusters Score -1.032649e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -10326524.000000 Penalty: 5598.142090
	Iteration 36Q: 3 clusters Score -1.032652e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -10326527.000000 Penalty: 5598.142090
	Iteration 37Q: 3 clusters Score -1.032653e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10326547.000000 Penalty: 5598.142090
	Iteration 38Q: 3 clusters Score -1.032655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -10326580.000000 Penalty: 5598.142090
	Iteration 39Q: 3 clusters Score -1.032658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -10326590.000000 Penalty: 5598.142090
	Iteration 40F: 3 clusters Score -1.032659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -10326613.000000 Penalty: 5598.142090
	Iteration 41Q: 3 clusters Score -1.032661e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -10326611.000000 Penalty: 5598.142090
	Iteration 42Q: 3 clusters Score -1.032661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -10326618.000000 Penalty: 5598.142090
	Iteration 43Q: 3 clusters Score -1.032662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -10326616.000000 Penalty: 5598.142090
	Iteration 44Q: 3 clusters Score -1.032662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -10326632.000000 Penalty: 5598.142090
	Iteration 45Q: 3 clusters Score -1.032663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -10326638.000000 Penalty: 5598.142090
	Iteration 46Q: 3 clusters Score -1.032664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -10326643.000000 Penalty: 5598.142090
	Iteration 47Q: 3 clusters Score -1.032664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10326651.000000 Penalty: 5598.142090
	Iteration 48Q: 3 clusters Score -1.032665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -10326641.000000 Penalty: 5598.142090
	Iteration 49Q: 3 clusters Score -1.032664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -10326637.000000 Penalty: 5598.142090
	Iteration 50Q: 3 clusters Score -1.032664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -10326646.000000 Penalty: 5598.142090
	Iteration 51Q: 3 clusters Score -1.032665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -10326637.000000 Penalty: 5598.142090
	Iteration 52Q: 3 clusters Score -1.032664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -10326640.000000 Penalty: 5598.142090
	Iteration 53Q: 3 clusters Score -1.032664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -10326638.000000 Penalty: 5598.142090
	Iteration 54Q: 3 clusters Score -1.032664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -10326637.000000 Penalty: 5598.142090
	Iteration 55Q: 3 clusters Score -1.032664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -10326635.000000 Penalty: 5598.142090
	Iteration 56Q: 3 clusters Score -1.032664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -10326627.000000 Penalty: 5598.142090
	Iteration 57Q: 3 clusters Score -1.032663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10326636.000000 Penalty: 5598.142090
	Iteration 58Q: 3 clusters Score -1.032664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -10326640.000000 Penalty: 5598.142090
	Iteration 59Q: 3 clusters Score -1.032664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -10326651.000000 Penalty: 5598.142090
	Iteration 60F: 3 clusters Score -1.032665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -10326658.000000 Penalty: 5598.142090
	Iteration 61Q: 3 clusters Score -1.032666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10326663.000000 Penalty: 5598.142090
	Iteration 62Q: 3 clusters Score -1.032666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10326657.000000 Penalty: 5598.142090
	Iteration 63Q: 3 clusters Score -1.032666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -10326666.000000 Penalty: 5598.142090
	Iteration 64Q: 3 clusters Score -1.032667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10326672.000000 Penalty: 5598.142090
	Iteration 65Q: 3 clusters Score -1.032667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -10326680.000000 Penalty: 5598.142090
	Iteration 66Q: 3 clusters Score -1.032668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10326688.000000 Penalty: 5598.142090
	Iteration 67Q: 3 clusters Score -1.032669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10326694.000000 Penalty: 5598.142090
	Iteration 68Q: 3 clusters Score -1.032669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10326690.000000 Penalty: 5598.142090
	Iteration 69Q: 3 clusters Score -1.032669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -10326694.000000 Penalty: 5598.142090
	Iteration 70Q: 3 clusters Score -1.032669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -10326697.000000 Penalty: 5598.142090
	Iteration 71Q: 3 clusters Score -1.03267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -10326697.000000 Penalty: 5598.142090
	Iteration 72F: 3 clusters Score -1.03267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -816616.187500 Penalty: 2161.985107
	Iteration 0F: 2 clusters Score -816616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -811349.937500 Penalty: 4323.970215
	Iteration 0F: 3 clusters Score -811349.9 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -812659.375000 Penalty: 4323.970215
	Iteration 1F: 3 clusters Score -812659.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -812870.375000 Penalty: 4323.970215
	Iteration 2F: 3 clusters Score -812870.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -812994.125000 Penalty: 4323.970215
	Iteration 3Q: 3 clusters Score -812994.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -813084.687500 Penalty: 4323.970215
	Iteration 4Q: 3 clusters Score -813084.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -813148.187500 Penalty: 4323.970215
	Iteration 5Q: 3 clusters Score -813148.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -813198.375000 Penalty: 4323.970215
	Iteration 6Q: 3 clusters Score -813198.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -813241.437500 Penalty: 4323.970215
	Iteration 7Q: 3 clusters Score -813241.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -813275.375000 Penalty: 4323.970215
	Iteration 8Q: 3 clusters Score -813275.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -813309.812500 Penalty: 4323.970215
	Iteration 9Q: 3 clusters Score -813309.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -813331.500000 Penalty: 4323.970215
	Iteration 10Q: 3 clusters Score -813331.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -813358.375000 Penalty: 4323.970215
	Iteration 11Q: 3 clusters Score -813358.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -813380.312500 Penalty: 4323.970215
	Iteration 12Q: 3 clusters Score -813380.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -813397.562500 Penalty: 4323.970215
	Iteration 13Q: 3 clusters Score -813397.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -813410.937500 Penalty: 4323.970215
	Iteration 14Q: 3 clusters Score -813410.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -813421.375000 Penalty: 4323.970215
	Iteration 15Q: 3 clusters Score -813421.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -813434.500000 Penalty: 4323.970215
	Iteration 16Q: 3 clusters Score -813434.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -813444.750000 Penalty: 4323.970215
	Iteration 17Q: 3 clusters Score -813444.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -813452.312500 Penalty: 4323.970215
	Iteration 18Q: 3 clusters Score -813452.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -813461.187500 Penalty: 4323.970215
	Iteration 19Q: 3 clusters Score -813461.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -813471.000000 Penalty: 4323.970215
	Iteration 20F: 3 clusters Score -813471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -813479.375000 Penalty: 4323.970215
	Iteration 21Q: 3 clusters Score -813479.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -813485.250000 Penalty: 4323.970215
	Iteration 22Q: 3 clusters Score -813485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -813495.187500 Penalty: 4323.970215
	Iteration 23Q: 3 clusters Score -813495.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -813500.437500 Penalty: 4323.970215
	Iteration 24Q: 3 clusters Score -813500.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -813508.875000 Penalty: 4323.970215
	Iteration 25Q: 3 clusters Score -813508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -813513.562500 Penalty: 4323.970215
	Iteration 26Q: 3 clusters Score -813513.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -813521.687500 Penalty: 4323.970215
	Iteration 27Q: 3 clusters Score -813521.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -813528.437500 Penalty: 4323.970215
	Iteration 28Q: 3 clusters Score -813528.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -813540.250000 Penalty: 4323.970215
	Iteration 29Q: 3 clusters Score -813540.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -813548.750000 Penalty: 4323.970215
	Iteration 30Q: 3 clusters Score -813548.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -813560.000000 Penalty: 4323.970215
	Iteration 31Q: 3 clusters Score -813560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -813574.437500 Penalty: 4323.970215
	Iteration 32Q: 3 clusters Score -813574.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -813587.125000 Penalty: 4323.970215
	Iteration 33Q: 3 clusters Score -813587.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -813597.562500 Penalty: 4323.970215
	Iteration 34Q: 3 clusters Score -813597.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -813611.562500 Penalty: 4323.970215
	Iteration 35Q: 3 clusters Score -813611.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -813623.250000 Penalty: 4323.970215
	Iteration 36Q: 3 clusters Score -813623.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -813644.625000 Penalty: 4323.970215
	Iteration 37Q: 3 clusters Score -813644.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -813669.375000 Penalty: 4323.970215
	Iteration 38Q: 3 clusters Score -813669.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -813698.812500 Penalty: 4323.970215
	Iteration 39Q: 3 clusters Score -813698.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -813726.812500 Penalty: 4323.970215
	Iteration 40F: 3 clusters Score -813726.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -813755.812500 Penalty: 4323.970215
	Iteration 41Q: 3 clusters Score -813755.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -813786.875000 Penalty: 4323.970215
	Iteration 42Q: 3 clusters Score -813786.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -813826.500000 Penalty: 4323.970215
	Iteration 43Q: 3 clusters Score -813826.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -813877.250000 Penalty: 4323.970215
	Iteration 44Q: 3 clusters Score -813877.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -813937.750000 Penalty: 4323.970215
	Iteration 45Q: 3 clusters Score -813937.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -814006.375000 Penalty: 4323.970215
	Iteration 46Q: 3 clusters Score -814006.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -814079.062500 Penalty: 4323.970215
	Iteration 47Q: 3 clusters Score -814079.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -814143.875000 Penalty: 4323.970215
	Iteration 48Q: 3 clusters Score -814143.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -814212.250000 Penalty: 4323.970215
	Iteration 49Q: 3 clusters Score -814212.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -814256.125000 Penalty: 4323.970215
	Iteration 50Q: 3 clusters Score -814256.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -814307.812500 Penalty: 4323.970215
	Iteration 51Q: 3 clusters Score -814307.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -814353.750000 Penalty: 4323.970215
	Iteration 52Q: 3 clusters Score -814353.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -814391.937500 Penalty: 4323.970215
	Iteration 53Q: 3 clusters Score -814391.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -814434.875000 Penalty: 4323.970215
	Iteration 54Q: 3 clusters Score -814434.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -814476.000000 Penalty: 4323.970215
	Iteration 55Q: 3 clusters Score -814476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -814509.687500 Penalty: 4323.970215
	Iteration 56Q: 3 clusters Score -814509.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -814535.750000 Penalty: 4323.970215
	Iteration 57Q: 3 clusters Score -814535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -814559.000000 Penalty: 4323.970215
	Iteration 58Q: 3 clusters Score -814559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -814581.250000 Penalty: 4323.970215
	Iteration 59Q: 3 clusters Score -814581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -814594.500000 Penalty: 4323.970215
	Iteration 60F: 3 clusters Score -814594.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -814606.062500 Penalty: 4323.970215
	Iteration 61Q: 3 clusters Score -814606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -814613.062500 Penalty: 4323.970215
	Iteration 62Q: 3 clusters Score -814613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -814624.062500 Penalty: 4323.970215
	Iteration 63Q: 3 clusters Score -814624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -814636.250000 Penalty: 4323.970215
	Iteration 64Q: 3 clusters Score -814636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -814646.875000 Penalty: 4323.970215
	Iteration 65Q: 3 clusters Score -814646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -814655.187500 Penalty: 4323.970215
	Iteration 66Q: 3 clusters Score -814655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -814667.937500 Penalty: 4323.970215
	Iteration 67Q: 3 clusters Score -814667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -814674.500000 Penalty: 4323.970215
	Iteration 68Q: 3 clusters Score -814674.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -814682.312500 Penalty: 4323.970215
	Iteration 69Q: 3 clusters Score -814682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -814689.812500 Penalty: 4323.970215
	Iteration 70Q: 3 clusters Score -814689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -814698.312500 Penalty: 4323.970215
	Iteration 71Q: 3 clusters Score -814698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -814710.250000 Penalty: 4323.970215
	Iteration 72Q: 3 clusters Score -814710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -814721.125000 Penalty: 4323.970215
	Iteration 73Q: 3 clusters Score -814721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -814727.562500 Penalty: 4323.970215
	Iteration 74Q: 3 clusters Score -814727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -814732.812500 Penalty: 4323.970215
	Iteration 75Q: 3 clusters Score -814732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -814737.312500 Penalty: 4323.970215
	Iteration 76Q: 3 clusters Score -814737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -814741.062500 Penalty: 4323.970215
	Iteration 77Q: 3 clusters Score -814741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -814745.187500 Penalty: 4323.970215
	Iteration 78Q: 3 clusters Score -814745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -814748.375000 Penalty: 4323.970215
	Iteration 79Q: 3 clusters Score -814748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -814752.562500 Penalty: 4323.970215
	Iteration 80F: 3 clusters Score -814752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -814754.062500 Penalty: 4323.970215
	Iteration 81Q: 3 clusters Score -814754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -814755.062500 Penalty: 4323.970215
	Iteration 82Q: 3 clusters Score -814755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -814757.312500 Penalty: 4323.970215
	Iteration 83Q: 3 clusters Score -814757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -814757.312500 Penalty: 4323.970215
	Iteration 84F: 3 clusters Score -814757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -153751.796875 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -153751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -151657.234375 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -151657.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152582.265625 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -152582.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153289.718750 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -153289.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -153888.656250 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -153888.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -154218.375000 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -154218.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -154320.109375 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -154320.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -154358.343750 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -154358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -154371.718750 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -154371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -154380.968750 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -154381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -154390.390625 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -154390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154393.390625 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -154393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -154395.859375 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -154395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -154395.859375 Penalty: 3571.780762
	Iteration 12F: 3 clusters Score -154395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 188464 members 
Mstep: Class 3 contains 142457 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 9 contains 79744 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 16781 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 147104 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 23 contains 65635 members 
Mstep: Class 24 contains 195106 members 
Entering Unmasked Estep 
Score: -138510624.000000 Penalty: 55170.117188
Splitting cluster 13 changes total score from -138499920.000000 to -138510624.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (16781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Entering Unmasked Estep 
Score: -2054082.250000 Penalty: 2412.544678
	Iteration 0F: 2 clusters Score -2054082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2042026.625000 Penalty: 4825.089355
	Iteration 0F: 3 clusters Score -2042027 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2046107.000000 Penalty: 4825.089355
	Iteration 1F: 3 clusters Score -2046107 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2046895.625000 Penalty: 4825.089355
	Iteration 2F: 3 clusters Score -2046896 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2047951.375000 Penalty: 4825.089355
	Iteration 3F: 3 clusters Score -2047951 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2049341.125000 Penalty: 4825.089355
	Iteration 4F: 3 clusters Score -2049341 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2050746.750000 Penalty: 4825.089355
	Iteration 5F: 3 clusters Score -2050747 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2051866.875000 Penalty: 4825.089355
	Iteration 6F: 3 clusters Score -2051867 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2052631.750000 Penalty: 4825.089355
	Iteration 7F: 3 clusters Score -2052632 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2053141.875000 Penalty: 4825.089355
	Iteration 8Q: 3 clusters Score -2053142 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2053496.250000 Penalty: 4825.089355
	Iteration 9Q: 3 clusters Score -2053496 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2053745.125000 Penalty: 4825.089355
	Iteration 10Q: 3 clusters Score -2053745 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2053946.375000 Penalty: 4825.089355
	Iteration 11Q: 3 clusters Score -2053946 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2054067.375000 Penalty: 4825.089355
	Iteration 12Q: 3 clusters Score -2054067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2054123.125000 Penalty: 4825.089355
	Iteration 13Q: 3 clusters Score -2054123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2054155.125000 Penalty: 4825.089355
	Iteration 14Q: 3 clusters Score -2054155 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2054184.500000 Penalty: 4825.089355
	Iteration 15Q: 3 clusters Score -2054184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2054198.000000 Penalty: 4825.089355
	Iteration 16Q: 3 clusters Score -2054198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2054201.500000 Penalty: 4825.089355
	Iteration 17Q: 3 clusters Score -2054202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2054212.250000 Penalty: 4825.089355
	Iteration 18Q: 3 clusters Score -2054212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2054218.250000 Penalty: 4825.089355
	Iteration 19Q: 3 clusters Score -2054218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2054230.000000 Penalty: 4825.089355
	Iteration 20F: 3 clusters Score -2054230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2054229.375000 Penalty: 4825.089355
	Iteration 21Q: 3 clusters Score -2054229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2054234.500000 Penalty: 4825.089355
	Iteration 22Q: 3 clusters Score -2054234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2054239.125000 Penalty: 4825.089355
	Iteration 23Q: 3 clusters Score -2054239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2054240.875000 Penalty: 4825.089355
	Iteration 24Q: 3 clusters Score -2054241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2054242.250000 Penalty: 4825.089355
	Iteration 25Q: 3 clusters Score -2054242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2054243.375000 Penalty: 4825.089355
	Iteration 26Q: 3 clusters Score -2054243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2054241.000000 Penalty: 4825.089355
	Iteration 27Q: 3 clusters Score -2054241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2054240.125000 Penalty: 4825.089355
	Iteration 28Q: 3 clusters Score -2054240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2054240.125000 Penalty: 4825.089355
	Iteration 29F: 3 clusters Score -2054240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 188464 members 
Mstep: Class 3 contains 142457 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 6965 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 9 contains 79744 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 147104 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 23 contains 65635 members 
Mstep: Class 24 contains 195106 members 
Entering Unmasked Estep 
Score: -138509632.000000 Penalty: 58618.246094
Splitting cluster 14 changes total score from -138499920.000000 to -138509632.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (69652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Entering Unmasked Estep 
Score: -8772362.000000 Penalty: 2765.514160
	Iteration 0F: 2 clusters Score -8772362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8725721.000000 Penalty: 5531.028320
	Iteration 0F: 3 clusters Score -8725721 nChanged 32443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5531.028320
	Iteration 1F: 3 clusters Score -8743898 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8744552.000000 Penalty: 5531.028320
	Iteration 2Q: 3 clusters Score -8744552 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -8745261.000000 Penalty: 5531.028320
	Iteration 3Q: 3 clusters Score -8745261 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -8746039.000000 Penalty: 5531.028320
	Iteration 4Q: 3 clusters Score -8746039 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -8746726.000000 Penalty: 5531.028320
	Iteration 5Q: 3 clusters Score -8746726 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -8747342.000000 Penalty: 5531.028320
	Iteration 6Q: 3 clusters Score -8747342 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8748057.000000 Penalty: 5531.028320
	Iteration 7Q: 3 clusters Score -8748057 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -8749005.000000 Penalty: 5531.028320
	Iteration 8Q: 3 clusters Score -8749005 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8750549.000000 Penalty: 5531.028320
	Iteration 9Q: 3 clusters Score -8750549 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8752965.000000 Penalty: 5531.028320
	Iteration 10F: 3 clusters Score -8752965 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -8756430.000000 Penalty: 5531.028320
	Iteration 11F: 3 clusters Score -8756430 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -8760967.000000 Penalty: 5531.028320
	Iteration 12F: 3 clusters Score -8760967 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -8765477.000000 Penalty: 5531.028320
	Iteration 13F: 3 clusters Score -8765477 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8768854.000000 Penalty: 5531.028320
	Iteration 14Q: 3 clusters Score -8768854 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -8770833.000000 Penalty: 5531.028320
	Iteration 15Q: 3 clusters Score -8770833 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -8771994.000000 Penalty: 5531.028320
	Iteration 16Q: 3 clusters Score -8771994 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -8772912.000000 Penalty: 5531.028320
	Iteration 17Q: 3 clusters Score -8772912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -8773530.000000 Penalty: 5531.028320
	Iteration 18Q: 3 clusters Score -8773530 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -8773876.000000 Penalty: 5531.028320
	Iteration 19Q: 3 clusters Score -8773876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -8774101.000000 Penalty: 5531.028320
	Iteration 20F: 3 clusters Score -8774101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -8774176.000000 Penalty: 5531.028320
	Iteration 21Q: 3 clusters Score -8774176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -8774208.000000 Penalty: 5531.028320
	Iteration 22Q: 3 clusters Score -8774208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -8774223.000000 Penalty: 5531.028320
	Iteration 23Q: 3 clusters Score -8774223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 5531.028320
	Iteration 24Q: 3 clusters Score -8774230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -8774221.000000 Penalty: 5531.028320
	Iteration 25Q: 3 clusters Score -8774221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -8774233.000000 Penalty: 5531.028320
	Iteration 26Q: 3 clusters Score -8774233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -8774229.000000 Penalty: 5531.028320
	Iteration 27Q: 3 clusters Score -8774229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8774229.000000 Penalty: 5531.028320
	Iteration 28Q: 3 clusters Score -8774229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8774228.000000 Penalty: 5531.028320
	Iteration 29Q: 3 clusters Score -8774228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8774228.000000 Penalty: 5531.028320
	Iteration 30F: 3 clusters Score -8774228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 188464 members 
Mstep: Class 3 contains 142457 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 6965 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 8 contains 68281 members 
Mstep: Class 9 contains 79744 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 147104 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 23 contains 65635 members 
Mstep: Class 24 contains 195106 members 
Entering Unmasked Estep 
Score: -138510640.000000 Penalty: 62066.378906
Splitting cluster 16 changes total score from -138499920.000000 to -138510640.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -662563.375000 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -662563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -657822.187500 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -657822.2 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -659118.250000 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -659118.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -659524.375000 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -659524.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -659859.062500 Penalty: 4263.159180
	Iteration 3F: 3 clusters Score -659859.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -660141.000000 Penalty: 4263.159180
	Iteration 4F: 3 clusters Score -660141 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -660419.937500 Penalty: 4263.159180
	Iteration 5F: 3 clusters Score -660419.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -660730.875000 Penalty: 4263.159180
	Iteration 6F: 3 clusters Score -660730.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -661022.687500 Penalty: 4263.159180
	Iteration 7F: 3 clusters Score -661022.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -661198.875000 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -661198.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -661295.687500 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -661295.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -661350.250000 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -661350.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -661386.187500 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -661386.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -661418.250000 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -661418.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -661450.187500 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -661450.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -661477.562500 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -661477.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -661492.625000 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -661492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -661502.562500 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -661502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -661509.125000 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -661509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -661517.812500 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -661517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -661524.937500 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -661524.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -661534.125000 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -661534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -661538.000000 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -661538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -661540.562500 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -661540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -661543.625000 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -661543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -661544.750000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -661544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -661545.937500 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -661545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -661548.250000 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -661548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -661548.250000 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -661548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -661549.250000 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -661549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -661552.062500 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -661552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -661554.125000 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -661554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -661553.125000 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -661553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -661553.500000 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -661553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -661553.500000 Penalty: 4263.159180
	Iteration 33F: 3 clusters Score -661553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (147104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Entering Unmasked Estep 
Score: -19077692.000000 Penalty: 2950.926025
	Iteration 0F: 2 clusters Score -1.907769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -18979818.000000 Penalty: 5901.852051
	Iteration 0F: 3 clusters Score -1.897982e+07 nChanged 70603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -19020772.000000 Penalty: 5901.852051
	Iteration 1F: 3 clusters Score -1.902077e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -19021710.000000 Penalty: 5901.852051
	Iteration 2Q: 3 clusters Score -1.902171e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -19022916.000000 Penalty: 5901.852051
	Iteration 3Q: 3 clusters Score -1.902292e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -19024296.000000 Penalty: 5901.852051
	Iteration 4Q: 3 clusters Score -1.90243e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -19026174.000000 Penalty: 5901.852051
	Iteration 5Q: 3 clusters Score -1.902617e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -19028884.000000 Penalty: 5901.852051
	Iteration 6Q: 3 clusters Score -1.902888e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -19033116.000000 Penalty: 5901.852051
	Iteration 7F: 3 clusters Score -1.903312e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -19038996.000000 Penalty: 5901.852051
	Iteration 8F: 3 clusters Score -1.9039e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -19046894.000000 Penalty: 5901.852051
	Iteration 9F: 3 clusters Score -1.904689e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -19054558.000000 Penalty: 5901.852051
	Iteration 10F: 3 clusters Score -1.905456e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -19060828.000000 Penalty: 5901.852051
	Iteration 11F: 3 clusters Score -1.906083e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122674 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -19064854.000000 Penalty: 5901.852051
	Iteration 12Q: 3 clusters Score -1.906485e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -19067514.000000 Penalty: 5901.852051
	Iteration 13Q: 3 clusters Score -1.906751e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -19069184.000000 Penalty: 5901.852051
	Iteration 14Q: 3 clusters Score -1.906918e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -19070462.000000 Penalty: 5901.852051
	Iteration 15Q: 3 clusters Score -1.907046e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -19071342.000000 Penalty: 5901.852051
	Iteration 16Q: 3 clusters Score -1.907134e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134789 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -19071998.000000 Penalty: 5901.852051
	Iteration 17Q: 3 clusters Score -1.9072e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -19072566.000000 Penalty: 5901.852051
	Iteration 18Q: 3 clusters Score -1.907257e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -19073070.000000 Penalty: 5901.852051
	Iteration 19Q: 3 clusters Score -1.907307e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138441 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -19073484.000000 Penalty: 5901.852051
	Iteration 20F: 3 clusters Score -1.907348e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -19073818.000000 Penalty: 5901.852051
	Iteration 21Q: 3 clusters Score -1.907382e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -19074066.000000 Penalty: 5901.852051
	Iteration 22Q: 3 clusters Score -1.907407e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -19074284.000000 Penalty: 5901.852051
	Iteration 23Q: 3 clusters Score -1.907428e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -19074480.000000 Penalty: 5901.852051
	Iteration 24Q: 3 clusters Score -1.907448e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -19074652.000000 Penalty: 5901.852051
	Iteration 25Q: 3 clusters Score -1.907465e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -19074808.000000 Penalty: 5901.852051
	Iteration 26Q: 3 clusters Score -1.907481e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -19074958.000000 Penalty: 5901.852051
	Iteration 27Q: 3 clusters Score -1.907496e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19075094.000000 Penalty: 5901.852051
	Iteration 28Q: 3 clusters Score -1.907509e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -19075162.000000 Penalty: 5901.852051
	Iteration 29Q: 3 clusters Score -1.907516e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -19075196.000000 Penalty: 5901.852051
	Iteration 30Q: 3 clusters Score -1.90752e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -19075274.000000 Penalty: 5901.852051
	Iteration 31Q: 3 clusters Score -1.907527e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19075288.000000 Penalty: 5901.852051
	Iteration 32Q: 3 clusters Score -1.907529e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -19075294.000000 Penalty: 5901.852051
	Iteration 33Q: 3 clusters Score -1.907529e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -19075328.000000 Penalty: 5901.852051
	Iteration 34Q: 3 clusters Score -1.907533e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19075344.000000 Penalty: 5901.852051
	Iteration 35Q: 3 clusters Score -1.907534e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -19075362.000000 Penalty: 5901.852051
	Iteration 36Q: 3 clusters Score -1.907536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19075362.000000 Penalty: 5901.852051
	Iteration 37Q: 3 clusters Score -1.907536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -19075360.000000 Penalty: 5901.852051
	Iteration 38Q: 3 clusters Score -1.907536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -19075330.000000 Penalty: 5901.852051
	Iteration 39Q: 3 clusters Score -1.907533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144296 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19075346.000000 Penalty: 5901.852051
	Iteration 40F: 3 clusters Score -1.907535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -19075346.000000 Penalty: 5901.852051
	Iteration 41Q: 3 clusters Score -1.907535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -19075366.000000 Penalty: 5901.852051
	Iteration 42Q: 3 clusters Score -1.907537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -19075358.000000 Penalty: 5901.852051
	Iteration 43Q: 3 clusters Score -1.907536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144410 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19075374.000000 Penalty: 5901.852051
	Iteration 44Q: 3 clusters Score -1.907537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19075388.000000 Penalty: 5901.852051
	Iteration 45Q: 3 clusters Score -1.907539e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -19075410.000000 Penalty: 5901.852051
	Iteration 46Q: 3 clusters Score -1.907541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19075392.000000 Penalty: 5901.852051
	Iteration 47Q: 3 clusters Score -1.907539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19075406.000000 Penalty: 5901.852051
	Iteration 48Q: 3 clusters Score -1.907541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -19075386.000000 Penalty: 5901.852051
	Iteration 49Q: 3 clusters Score -1.907539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19075364.000000 Penalty: 5901.852051
	Iteration 50Q: 3 clusters Score -1.907536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19075372.000000 Penalty: 5901.852051
	Iteration 51Q: 3 clusters Score -1.907537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19075398.000000 Penalty: 5901.852051
	Iteration 52Q: 3 clusters Score -1.90754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19075390.000000 Penalty: 5901.852051
	Iteration 53Q: 3 clusters Score -1.907539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144728 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19075398.000000 Penalty: 5901.852051
	Iteration 54Q: 3 clusters Score -1.90754e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -19075410.000000 Penalty: 5901.852051
	Iteration 55Q: 3 clusters Score -1.907541e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19075400.000000 Penalty: 5901.852051
	Iteration 56Q: 3 clusters Score -1.90754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144796 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -19075416.000000 Penalty: 5901.852051
	Iteration 57Q: 3 clusters Score -1.907542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144822 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19075428.000000 Penalty: 5901.852051
	Iteration 58Q: 3 clusters Score -1.907543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -19075414.000000 Penalty: 5901.852051
	Iteration 59Q: 3 clusters Score -1.907541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19075438.000000 Penalty: 5901.852051
	Iteration 60F: 3 clusters Score -1.907544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19075450.000000 Penalty: 5901.852051
	Iteration 61Q: 3 clusters Score -1.907545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144880 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19075450.000000 Penalty: 5901.852051
	Iteration 62Q: 3 clusters Score -1.907545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19075474.000000 Penalty: 5901.852051
	Iteration 63Q: 3 clusters Score -1.907547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19075488.000000 Penalty: 5901.852051
	Iteration 64Q: 3 clusters Score -1.907549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19075516.000000 Penalty: 5901.852051
	Iteration 65Q: 3 clusters Score -1.907552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19075536.000000 Penalty: 5901.852051
	Iteration 66Q: 3 clusters Score -1.907554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19075538.000000 Penalty: 5901.852051
	Iteration 67Q: 3 clusters Score -1.907554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -19075534.000000 Penalty: 5901.852051
	Iteration 68Q: 3 clusters Score -1.907553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19075522.000000 Penalty: 5901.852051
	Iteration 69Q: 3 clusters Score -1.907552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19075510.000000 Penalty: 5901.852051
	Iteration 70Q: 3 clusters Score -1.907551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19075510.000000 Penalty: 5901.852051
	Iteration 71Q: 3 clusters Score -1.907551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144985 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19075510.000000 Penalty: 5901.852051
	Iteration 72Q: 3 clusters Score -1.907551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19075510.000000 Penalty: 5901.852051
	Iteration 73Q: 3 clusters Score -1.907551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19075506.000000 Penalty: 5901.852051
	Iteration 74Q: 3 clusters Score -1.907551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19075506.000000 Penalty: 5901.852051
	Iteration 75Q: 3 clusters Score -1.907551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19075510.000000 Penalty: 5901.852051
	Iteration 76Q: 3 clusters Score -1.907551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -19075508.000000 Penalty: 5901.852051
	Iteration 77Q: 3 clusters Score -1.907551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145008 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19075506.000000 Penalty: 5901.852051
	Iteration 78Q: 3 clusters Score -1.907551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19075506.000000 Penalty: 5901.852051
	Iteration 79Q: 3 clusters Score -1.907551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19075500.000000 Penalty: 5901.852051
	Iteration 80F: 3 clusters Score -1.90755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19075512.000000 Penalty: 5901.852051
	Iteration 81Q: 3 clusters Score -1.907551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19075516.000000 Penalty: 5901.852051
	Iteration 82Q: 3 clusters Score -1.907552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19075518.000000 Penalty: 5901.852051
	Iteration 83Q: 3 clusters Score -1.907552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145042 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -19075526.000000 Penalty: 5901.852051
	Iteration 84Q: 3 clusters Score -1.907553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145046 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -19075530.000000 Penalty: 5901.852051
	Iteration 85Q: 3 clusters Score -1.907553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19075522.000000 Penalty: 5901.852051
	Iteration 86Q: 3 clusters Score -1.907552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19075522.000000 Penalty: 5901.852051
	Iteration 87Q: 3 clusters Score -1.907552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145070 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19075522.000000 Penalty: 5901.852051
	Iteration 88Q: 3 clusters Score -1.907552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -19075524.000000 Penalty: 5901.852051
	Iteration 89Q: 3 clusters Score -1.907552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145082 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19075530.000000 Penalty: 5901.852051
	Iteration 90Q: 3 clusters Score -1.907553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19075530.000000 Penalty: 5901.852051
	Iteration 91Q: 3 clusters Score -1.907553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19075524.000000 Penalty: 5901.852051
	Iteration 92Q: 3 clusters Score -1.907552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19075524.000000 Penalty: 5901.852051
	Iteration 93F: 3 clusters Score -1.907552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -659786.875000 Penalty: 2117.223633
	Iteration 0F: 2 clusters Score -659786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -655188.750000 Penalty: 4234.447266
	Iteration 0F: 3 clusters Score -655188.8 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -656287.937500 Penalty: 4234.447266
	Iteration 1F: 3 clusters Score -656287.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -656502.625000 Penalty: 4234.447266
	Iteration 2F: 3 clusters Score -656502.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -656631.125000 Penalty: 4234.447266
	Iteration 3Q: 3 clusters Score -656631.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -656734.687500 Penalty: 4234.447266
	Iteration 4Q: 3 clusters Score -656734.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -656833.187500 Penalty: 4234.447266
	Iteration 5Q: 3 clusters Score -656833.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -656896.937500 Penalty: 4234.447266
	Iteration 6Q: 3 clusters Score -656896.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -656949.125000 Penalty: 4234.447266
	Iteration 7Q: 3 clusters Score -656949.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -657000.375000 Penalty: 4234.447266
	Iteration 8Q: 3 clusters Score -657000.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -657052.500000 Penalty: 4234.447266
	Iteration 9Q: 3 clusters Score -657052.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -657108.187500 Penalty: 4234.447266
	Iteration 10Q: 3 clusters Score -657108.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -657157.687500 Penalty: 4234.447266
	Iteration 11Q: 3 clusters Score -657157.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -657202.625000 Penalty: 4234.447266
	Iteration 12Q: 3 clusters Score -657202.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -657249.062500 Penalty: 4234.447266
	Iteration 13Q: 3 clusters Score -657249.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -657288.875000 Penalty: 4234.447266
	Iteration 14Q: 3 clusters Score -657288.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -657324.500000 Penalty: 4234.447266
	Iteration 15Q: 3 clusters Score -657324.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -657370.187500 Penalty: 4234.447266
	Iteration 16Q: 3 clusters Score -657370.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -657410.000000 Penalty: 4234.447266
	Iteration 17Q: 3 clusters Score -657410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -657459.187500 Penalty: 4234.447266
	Iteration 18Q: 3 clusters Score -657459.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -657521.812500 Penalty: 4234.447266
	Iteration 19Q: 3 clusters Score -657521.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -657561.625000 Penalty: 4234.447266
	Iteration 20F: 3 clusters Score -657561.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -657605.312500 Penalty: 4234.447266
	Iteration 21Q: 3 clusters Score -657605.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -657647.687500 Penalty: 4234.447266
	Iteration 22Q: 3 clusters Score -657647.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -657692.625000 Penalty: 4234.447266
	Iteration 23Q: 3 clusters Score -657692.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -657737.812500 Penalty: 4234.447266
	Iteration 24Q: 3 clusters Score -657737.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -657770.437500 Penalty: 4234.447266
	Iteration 25Q: 3 clusters Score -657770.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -657797.437500 Penalty: 4234.447266
	Iteration 26Q: 3 clusters Score -657797.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -657818.250000 Penalty: 4234.447266
	Iteration 27Q: 3 clusters Score -657818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -657836.312500 Penalty: 4234.447266
	Iteration 28Q: 3 clusters Score -657836.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -657854.750000 Penalty: 4234.447266
	Iteration 29Q: 3 clusters Score -657854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -657863.875000 Penalty: 4234.447266
	Iteration 30Q: 3 clusters Score -657863.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -657877.625000 Penalty: 4234.447266
	Iteration 31Q: 3 clusters Score -657877.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -657889.937500 Penalty: 4234.447266
	Iteration 32Q: 3 clusters Score -657889.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -657902.500000 Penalty: 4234.447266
	Iteration 33Q: 3 clusters Score -657902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -657906.812500 Penalty: 4234.447266
	Iteration 34Q: 3 clusters Score -657906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -657914.375000 Penalty: 4234.447266
	Iteration 35Q: 3 clusters Score -657914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -657917.875000 Penalty: 4234.447266
	Iteration 36Q: 3 clusters Score -657917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -657921.687500 Penalty: 4234.447266
	Iteration 37Q: 3 clusters Score -657921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -657930.812500 Penalty: 4234.447266
	Iteration 38Q: 3 clusters Score -657930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -657938.687500 Penalty: 4234.447266
	Iteration 39Q: 3 clusters Score -657938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -657942.812500 Penalty: 4234.447266
	Iteration 40F: 3 clusters Score -657942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -657945.125000 Penalty: 4234.447266
	Iteration 41Q: 3 clusters Score -657945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -657946.187500 Penalty: 4234.447266
	Iteration 42Q: 3 clusters Score -657946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -657946.187500 Penalty: 4234.447266
	Iteration 43F: 3 clusters Score -657946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Entering Unmasked Estep 
Score: -8488404.000000 Penalty: 2750.782471
	Iteration 0F: 2 clusters Score -8488404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -8444239.000000 Penalty: 5501.564941
	Iteration 0F: 3 clusters Score -8444239 nChanged 30744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -8461394.000000 Penalty: 5501.564941
	Iteration 1F: 3 clusters Score -8461394 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -8462208.000000 Penalty: 5501.564941
	Iteration 2Q: 3 clusters Score -8462208 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -8463142.000000 Penalty: 5501.564941
	Iteration 3Q: 3 clusters Score -8463142 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -8464371.000000 Penalty: 5501.564941
	Iteration 4Q: 3 clusters Score -8464371 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8466058.000000 Penalty: 5501.564941
	Iteration 5Q: 3 clusters Score -8466058 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8468275.000000 Penalty: 5501.564941
	Iteration 6F: 3 clusters Score -8468275 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8471005.000000 Penalty: 5501.564941
	Iteration 7F: 3 clusters Score -8471005 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -8474000.000000 Penalty: 5501.564941
	Iteration 8F: 3 clusters Score -8474000 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -8477046.000000 Penalty: 5501.564941
	Iteration 9F: 3 clusters Score -8477046 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -8479535.000000 Penalty: 5501.564941
	Iteration 10F: 3 clusters Score -8479535 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8481535.000000 Penalty: 5501.564941
	Iteration 11Q: 3 clusters Score -8481535 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8483052.000000 Penalty: 5501.564941
	Iteration 12Q: 3 clusters Score -8483052 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8484141.000000 Penalty: 5501.564941
	Iteration 13Q: 3 clusters Score -8484141 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8484764.000000 Penalty: 5501.564941
	Iteration 14Q: 3 clusters Score -8484764 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8485152.000000 Penalty: 5501.564941
	Iteration 15Q: 3 clusters Score -8485152 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8485415.000000 Penalty: 5501.564941
	Iteration 16Q: 3 clusters Score -8485415 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8485551.000000 Penalty: 5501.564941
	Iteration 17Q: 3 clusters Score -8485551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8485700.000000 Penalty: 5501.564941
	Iteration 18Q: 3 clusters Score -8485700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8485786.000000 Penalty: 5501.564941
	Iteration 19Q: 3 clusters Score -8485786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8485859.000000 Penalty: 5501.564941
	Iteration 20F: 3 clusters Score -8485859 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8485931.000000 Penalty: 5501.564941
	Iteration 21Q: 3 clusters Score -8485931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8485953.000000 Penalty: 5501.564941
	Iteration 22Q: 3 clusters Score -8485953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8485987.000000 Penalty: 5501.564941
	Iteration 23Q: 3 clusters Score -8485987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8486017.000000 Penalty: 5501.564941
	Iteration 24Q: 3 clusters Score -8486017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8486034.000000 Penalty: 5501.564941
	Iteration 25Q: 3 clusters Score -8486034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8486043.000000 Penalty: 5501.564941
	Iteration 26Q: 3 clusters Score -8486043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8486051.000000 Penalty: 5501.564941
	Iteration 27Q: 3 clusters Score -8486051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8486066.000000 Penalty: 5501.564941
	Iteration 28Q: 3 clusters Score -8486066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8486074.000000 Penalty: 5501.564941
	Iteration 29Q: 3 clusters Score -8486074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8486087.000000 Penalty: 5501.564941
	Iteration 30Q: 3 clusters Score -8486087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8486084.000000 Penalty: 5501.564941
	Iteration 31Q: 3 clusters Score -8486084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8486093.000000 Penalty: 5501.564941
	Iteration 32Q: 3 clusters Score -8486093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8486096.000000 Penalty: 5501.564941
	Iteration 33Q: 3 clusters Score -8486096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8486102.000000 Penalty: 5501.564941
	Iteration 34Q: 3 clusters Score -8486102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8486098.000000 Penalty: 5501.564941
	Iteration 35Q: 3 clusters Score -8486098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8486091.000000 Penalty: 5501.564941
	Iteration 36Q: 3 clusters Score -8486091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8486092.000000 Penalty: 5501.564941
	Iteration 37Q: 3 clusters Score -8486092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8486087.000000 Penalty: 5501.564941
	Iteration 38Q: 3 clusters Score -8486087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8486086.000000 Penalty: 5501.564941
	Iteration 39Q: 3 clusters Score -8486086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8486086.000000 Penalty: 5501.564941
	Iteration 40F: 3 clusters Score -8486086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8486086.000000 Penalty: 5501.564941
	Iteration 41Q: 3 clusters Score -8486086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8486084.000000 Penalty: 5501.564941
	Iteration 42Q: 3 clusters Score -8486084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8486084.000000 Penalty: 5501.564941
	Iteration 43Q: 3 clusters Score -8486084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8486086.000000 Penalty: 5501.564941
	Iteration 44Q: 3 clusters Score -8486086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8486093.000000 Penalty: 5501.564941
	Iteration 45Q: 3 clusters Score -8486093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8486085.000000 Penalty: 5501.564941
	Iteration 46Q: 3 clusters Score -8486085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8486095.000000 Penalty: 5501.564941
	Iteration 47Q: 3 clusters Score -8486095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8486102.000000 Penalty: 5501.564941
	Iteration 48Q: 3 clusters Score -8486102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8486102.000000 Penalty: 5501.564941
	Iteration 49F: 3 clusters Score -8486102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (195106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195106 members 
Entering Unmasked Estep 
Score: -25189148.000000 Penalty: 3020.961914
	Iteration 0F: 2 clusters Score -2.518915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -25063786.000000 Penalty: 6041.923828
	Iteration 0F: 3 clusters Score -2.506379e+07 nChanged 93657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -25120074.000000 Penalty: 6041.923828
	Iteration 1F: 3 clusters Score -2.512007e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -25122542.000000 Penalty: 6041.923828
	Iteration 2Q: 3 clusters Score -2.512254e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -25127292.000000 Penalty: 6041.923828
	Iteration 3Q: 3 clusters Score -2.512729e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -25134190.000000 Penalty: 6041.923828
	Iteration 4F: 3 clusters Score -2.513419e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -25144020.000000 Penalty: 6041.923828
	Iteration 5F: 3 clusters Score -2.514402e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -25154448.000000 Penalty: 6041.923828
	Iteration 6F: 3 clusters Score -2.515445e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -25163564.000000 Penalty: 6041.923828
	Iteration 7F: 3 clusters Score -2.516356e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -25168588.000000 Penalty: 6041.923828
	Iteration 8F: 3 clusters Score -2.516859e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -25170550.000000 Penalty: 6041.923828
	Iteration 9Q: 3 clusters Score -2.517055e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -25171340.000000 Penalty: 6041.923828
	Iteration 10Q: 3 clusters Score -2.517134e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -25172054.000000 Penalty: 6041.923828
	Iteration 11Q: 3 clusters Score -2.517205e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 128203 members 
Entering Unmasked Estep 
Score: -25172392.000000 Penalty: 6041.923828
	Iteration 12Q: 3 clusters Score -2.517239e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -25173048.000000 Penalty: 6041.923828
	Iteration 13Q: 3 clusters Score -2.517305e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -25173524.000000 Penalty: 6041.923828
	Iteration 14Q: 3 clusters Score -2.517352e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -25174078.000000 Penalty: 6041.923828
	Iteration 15Q: 3 clusters Score -2.517408e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -25174858.000000 Penalty: 6041.923828
	Iteration 16Q: 3 clusters Score -2.517486e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -25175536.000000 Penalty: 6041.923828
	Iteration 17Q: 3 clusters Score -2.517554e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -25176132.000000 Penalty: 6041.923828
	Iteration 18Q: 3 clusters Score -2.517613e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -25177000.000000 Penalty: 6041.923828
	Iteration 19Q: 3 clusters Score -2.5177e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -25177938.000000 Penalty: 6041.923828
	Iteration 20F: 3 clusters Score -2.517794e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -25178740.000000 Penalty: 6041.923828
	Iteration 21Q: 3 clusters Score -2.517874e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -25179740.000000 Penalty: 6041.923828
	Iteration 22Q: 3 clusters Score -2.517974e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -25180738.000000 Penalty: 6041.923828
	Iteration 23Q: 3 clusters Score -2.518074e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 160889 members 
Entering Unmasked Estep 
Score: -25181702.000000 Penalty: 6041.923828
	Iteration 24Q: 3 clusters Score -2.51817e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -25182754.000000 Penalty: 6041.923828
	Iteration 25Q: 3 clusters Score -2.518275e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -25183730.000000 Penalty: 6041.923828
	Iteration 26Q: 3 clusters Score -2.518373e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -25184418.000000 Penalty: 6041.923828
	Iteration 27Q: 3 clusters Score -2.518442e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -25185300.000000 Penalty: 6041.923828
	Iteration 28Q: 3 clusters Score -2.51853e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -25186006.000000 Penalty: 6041.923828
	Iteration 29Q: 3 clusters Score -2.518601e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -25186494.000000 Penalty: 6041.923828
	Iteration 30Q: 3 clusters Score -2.518649e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -25186840.000000 Penalty: 6041.923828
	Iteration 31Q: 3 clusters Score -2.518684e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 180521 members 
Entering Unmasked Estep 
Score: -25187214.000000 Penalty: 6041.923828
	Iteration 32Q: 3 clusters Score -2.518721e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 182250 members 
Entering Unmasked Estep 
Score: -25187472.000000 Penalty: 6041.923828
	Iteration 33Q: 3 clusters Score -2.518747e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -25187508.000000 Penalty: 6041.923828
	Iteration 34Q: 3 clusters Score -2.518751e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 185071 members 
Entering Unmasked Estep 
Score: -25187756.000000 Penalty: 6041.923828
	Iteration 35Q: 3 clusters Score -2.518776e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 186223 members 
Entering Unmasked Estep 
Score: -25187900.000000 Penalty: 6041.923828
	Iteration 36Q: 3 clusters Score -2.51879e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -25187944.000000 Penalty: 6041.923828
	Iteration 37Q: 3 clusters Score -2.518794e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 188025 members 
Entering Unmasked Estep 
Score: -25188088.000000 Penalty: 6041.923828
	Iteration 38Q: 3 clusters Score -2.518809e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 188704 members 
Entering Unmasked Estep 
Score: -25188018.000000 Penalty: 6041.923828
	Iteration 39Q: 3 clusters Score -2.518802e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 189261 members 
Entering Unmasked Estep 
Score: -25188046.000000 Penalty: 6041.923828
	Iteration 40F: 3 clusters Score -2.518805e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
Score: -25188120.000000 Penalty: 6041.923828
	Iteration 41Q: 3 clusters Score -2.518812e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 190265 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6041.923828
	Iteration 42Q: 3 clusters Score -2.518803e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 190657 members 
Entering Unmasked Estep 
Score: -25188094.000000 Penalty: 6041.923828
	Iteration 43Q: 3 clusters Score -2.518809e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -25188046.000000 Penalty: 6041.923828
	Iteration 44Q: 3 clusters Score -2.518805e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 191257 members 
Entering Unmasked Estep 
Score: -25188004.000000 Penalty: 6041.923828
	Iteration 45Q: 3 clusters Score -2.5188e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 191473 members 
Entering Unmasked Estep 
Score: -25188038.000000 Penalty: 6041.923828
	Iteration 46Q: 3 clusters Score -2.518804e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 191652 members 
Entering Unmasked Estep 
Score: -25188000.000000 Penalty: 6041.923828
	Iteration 47Q: 3 clusters Score -2.5188e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 191798 members 
Entering Unmasked Estep 
Score: -25187998.000000 Penalty: 6041.923828
	Iteration 48Q: 3 clusters Score -2.5188e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 191910 members 
Entering Unmasked Estep 
Score: -25187958.000000 Penalty: 6041.923828
	Iteration 49Q: 3 clusters Score -2.518796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 192002 members 
Entering Unmasked Estep 
Score: -25187958.000000 Penalty: 6041.923828
	Iteration 50Q: 3 clusters Score -2.518796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 192088 members 
Entering Unmasked Estep 
Score: -25187960.000000 Penalty: 6041.923828
	Iteration 51Q: 3 clusters Score -2.518796e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 192155 members 
Entering Unmasked Estep 
Score: -25187966.000000 Penalty: 6041.923828
	Iteration 52Q: 3 clusters Score -2.518797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 192217 members 
Entering Unmasked Estep 
Score: -25187934.000000 Penalty: 6041.923828
	Iteration 53Q: 3 clusters Score -2.518793e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 192270 members 
Entering Unmasked Estep 
Score: -25187914.000000 Penalty: 6041.923828
	Iteration 54Q: 3 clusters Score -2.518791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 192317 members 
Entering Unmasked Estep 
Score: -25187918.000000 Penalty: 6041.923828
	Iteration 55Q: 3 clusters Score -2.518792e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -25187914.000000 Penalty: 6041.923828
	Iteration 56Q: 3 clusters Score -2.518791e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -25187902.000000 Penalty: 6041.923828
	Iteration 57Q: 3 clusters Score -2.51879e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 192481 members 
Entering Unmasked Estep 
Score: -25187872.000000 Penalty: 6041.923828
	Iteration 58Q: 3 clusters Score -2.518787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -25187882.000000 Penalty: 6041.923828
	Iteration 59Q: 3 clusters Score -2.518788e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 192553 members 
Entering Unmasked Estep 
Score: -25187854.000000 Penalty: 6041.923828
	Iteration 60F: 3 clusters Score -2.518785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -25187850.000000 Penalty: 6041.923828
	Iteration 61Q: 3 clusters Score -2.518785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 192602 members 
Entering Unmasked Estep 
Score: -25187842.000000 Penalty: 6041.923828
	Iteration 62Q: 3 clusters Score -2.518784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 192629 members 
Entering Unmasked Estep 
Score: -25187838.000000 Penalty: 6041.923828
	Iteration 63Q: 3 clusters Score -2.518784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 192648 members 
Entering Unmasked Estep 
Score: -25187844.000000 Penalty: 6041.923828
	Iteration 64Q: 3 clusters Score -2.518784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -25187846.000000 Penalty: 6041.923828
	Iteration 65Q: 3 clusters Score -2.518785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 192686 members 
Entering Unmasked Estep 
Score: -25187846.000000 Penalty: 6041.923828
	Iteration 66Q: 3 clusters Score -2.518785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 192703 members 
Entering Unmasked Estep 
Score: -25187836.000000 Penalty: 6041.923828
	Iteration 67Q: 3 clusters Score -2.518784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 192717 members 
Entering Unmasked Estep 
Score: -25187830.000000 Penalty: 6041.923828
	Iteration 68Q: 3 clusters Score -2.518783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 192726 members 
Entering Unmasked Estep 
Score: -25187822.000000 Penalty: 6041.923828
	Iteration 69Q: 3 clusters Score -2.518782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 192738 members 
Entering Unmasked Estep 
Score: -25187842.000000 Penalty: 6041.923828
	Iteration 70Q: 3 clusters Score -2.518784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -25187820.000000 Penalty: 6041.923828
	Iteration 71Q: 3 clusters Score -2.518782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 192769 members 
Entering Unmasked Estep 
Score: -25187816.000000 Penalty: 6041.923828
	Iteration 72Q: 3 clusters Score -2.518782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 192785 members 
Entering Unmasked Estep 
Score: -25187812.000000 Penalty: 6041.923828
	Iteration 73Q: 3 clusters Score -2.518781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -25187796.000000 Penalty: 6041.923828
	Iteration 74Q: 3 clusters Score -2.51878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 192805 members 
Entering Unmasked Estep 
Score: -25187796.000000 Penalty: 6041.923828
	Iteration 75Q: 3 clusters Score -2.51878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -25187814.000000 Penalty: 6041.923828
	Iteration 76Q: 3 clusters Score -2.518781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 192823 members 
Entering Unmasked Estep 
Score: -25187806.000000 Penalty: 6041.923828
	Iteration 77Q: 3 clusters Score -2.518781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 192830 members 
Entering Unmasked Estep 
Score: -25187780.000000 Penalty: 6041.923828
	Iteration 78Q: 3 clusters Score -2.518778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 192835 members 
Entering Unmasked Estep 
Score: -25187792.000000 Penalty: 6041.923828
	Iteration 79Q: 3 clusters Score -2.518779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 192840 members 
Entering Unmasked Estep 
Score: -25187790.000000 Penalty: 6041.923828
	Iteration 80F: 3 clusters Score -2.518779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 192849 members 
Entering Unmasked Estep 
Score: -25187782.000000 Penalty: 6041.923828
	Iteration 81Q: 3 clusters Score -2.518778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 192858 members 
Entering Unmasked Estep 
Score: -25187792.000000 Penalty: 6041.923828
	Iteration 82Q: 3 clusters Score -2.518779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 192868 members 
Entering Unmasked Estep 
Score: -25187770.000000 Penalty: 6041.923828
	Iteration 83Q: 3 clusters Score -2.518777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 192874 members 
Entering Unmasked Estep 
Score: -25187780.000000 Penalty: 6041.923828
	Iteration 84Q: 3 clusters Score -2.518778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -25187758.000000 Penalty: 6041.923828
	Iteration 85Q: 3 clusters Score -2.518776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 192887 members 
Entering Unmasked Estep 
Score: -25187772.000000 Penalty: 6041.923828
	Iteration 86Q: 3 clusters Score -2.518777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -25187752.000000 Penalty: 6041.923828
	Iteration 87Q: 3 clusters Score -2.518775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -25187746.000000 Penalty: 6041.923828
	Iteration 88Q: 3 clusters Score -2.518775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 192906 members 
Entering Unmasked Estep 
Score: -25187760.000000 Penalty: 6041.923828
	Iteration 89Q: 3 clusters Score -2.518776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 192908 members 
Entering Unmasked Estep 
Score: -25187766.000000 Penalty: 6041.923828
	Iteration 90Q: 3 clusters Score -2.518777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 192911 members 
Entering Unmasked Estep 
Score: -25187762.000000 Penalty: 6041.923828
	Iteration 91Q: 3 clusters Score -2.518776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 192914 members 
Entering Unmasked Estep 
Score: -25187762.000000 Penalty: 6041.923828
	Iteration 92Q: 3 clusters Score -2.518776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 192916 members 
Entering Unmasked Estep 
Score: -25187756.000000 Penalty: 6041.923828
	Iteration 93Q: 3 clusters Score -2.518776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 192917 members 
Entering Unmasked Estep 
Score: -25187762.000000 Penalty: 6041.923828
	Iteration 94Q: 3 clusters Score -2.518776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -25187758.000000 Penalty: 6041.923828
	Iteration 95Q: 3 clusters Score -2.518776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 192921 members 
Entering Unmasked Estep 
Score: -25187750.000000 Penalty: 6041.923828
	Iteration 96Q: 3 clusters Score -2.518775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -25187754.000000 Penalty: 6041.923828
	Iteration 97Q: 3 clusters Score -2.518775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -25187754.000000 Penalty: 6041.923828
	Iteration 98F: 3 clusters Score -2.518775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 188464 members 
Mstep: Class 3 contains 142457 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 9 contains 79744 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 147104 members 
Mstep: Class 21 contains 5101 members 
Mstep: Class 23 contains 65635 members 
Mstep: Class 24 contains 195106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138513584.000000 Penalty: 62066.378906
Iteration 39Q: 19 clusters Score -1.385136e+08 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 188588 members 
Mstep: Class 3 contains 143341 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 166983 members 
Mstep: Class 8 contains 67466 members 
Mstep: Class 9 contains 79991 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 9579 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 148939 members 
Mstep: Class 21 contains 5079 members 
Mstep: Class 23 contains 65711 members 
Mstep: Class 24 contains 192565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138517424.000000 Penalty: 62066.378906
Iteration 40F: 19 clusters Score -1.385174e+08 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 187658 members 
Mstep: Class 3 contains 143542 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 167407 members 
Mstep: Class 8 contains 67651 members 
Mstep: Class 9 contains 80170 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 9556 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 150476 members 
Mstep: Class 21 contains 5046 members 
Mstep: Class 23 contains 65595 members 
Mstep: Class 24 contains 190758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138519456.000000 Penalty: 62066.378906
Iteration 41Q: 19 clusters Score -1.385195e+08 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 186807 members 
Mstep: Class 3 contains 143989 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 167860 members 
Mstep: Class 8 contains 67869 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 9559 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 151846 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 23 contains 65531 members 
Mstep: Class 24 contains 188854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138520624.000000 Penalty: 62066.378906
Iteration 42Q: 19 clusters Score -1.385206e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 186035 members 
Mstep: Class 3 contains 144568 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 8375 members 
Mstep: Class 7 contains 168278 members 
Mstep: Class 8 contains 68056 members 
Mstep: Class 9 contains 80653 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 9552 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 153162 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 23 contains 65504 members 
Mstep: Class 24 contains 186949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138521392.000000 Penalty: 62066.378906
Iteration 43Q: 19 clusters Score -1.385214e+08 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 185149 members 
Mstep: Class 3 contains 145372 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 8596 members 
Mstep: Class 7 contains 168682 members 
Mstep: Class 8 contains 68232 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 154351 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 23 contains 65494 members 
Mstep: Class 24 contains 185056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138522464.000000 Penalty: 62066.378906
Iteration 44Q: 19 clusters Score -1.385225e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 184273 members 
Mstep: Class 3 contains 146266 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 8728 members 
Mstep: Class 7 contains 168991 members 
Mstep: Class 8 contains 68436 members 
Mstep: Class 9 contains 81158 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 9546 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 5255 members 
Mstep: Class 18 contains 155341 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 23 contains 65499 members 
Mstep: Class 24 contains 183392 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -1.385238e+08 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 183359 members 
Mstep: Class 3 contains 147404 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 169206 members 
Mstep: Class 8 contains 68686 members 
Mstep: Class 9 contains 81400 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 5254 members 
Mstep: Class 18 contains 156030 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 23 contains 65506 members 
Mstep: Class 24 contains 181864 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -1.385247e+08 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 182465 members 
Mstep: Class 3 contains 148628 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 169349 members 
Mstep: Class 8 contains 68900 members 
Mstep: Class 9 contains 81625 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 9552 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 5253 members 
Mstep: Class 18 contains 156514 members 
Mstep: Class 21 contains 4887 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 180519 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -1.385252e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 181616 members 
Mstep: Class 3 contains 149904 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 169489 members 
Mstep: Class 8 contains 69098 members 
Mstep: Class 9 contains 81838 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 9557 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 5248 members 
Mstep: Class 18 contains 156913 members 
Mstep: Class 21 contains 4878 members 
Mstep: Class 23 contains 65499 members 
Mstep: Class 24 contains 179207 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -1.385256e+08 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 180733 members 
Mstep: Class 3 contains 151288 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 169642 members 
Mstep: Class 8 contains 69289 members 
Mstep: Class 9 contains 82040 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 157162 members 
Mstep: Class 21 contains 4872 members 
Mstep: Class 23 contains 65472 members 
Mstep: Class 24 contains 178000 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -1.385262e+08 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 179884 members 
Mstep: Class 3 contains 152745 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 169686 members 
Mstep: Class 8 contains 69484 members 
Mstep: Class 9 contains 82225 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 9570 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 5247 members 
Mstep: Class 18 contains 157396 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 23 contains 65459 members 
Mstep: Class 24 contains 176788 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -1.385271e+08 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 179103 members 
Mstep: Class 3 contains 154086 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 169692 members 
Mstep: Class 8 contains 69673 members 
Mstep: Class 9 contains 82410 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 13 contains 1113 members 
Mstep: Class 14 contains 9574 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 157462 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 23 contains 65458 members 
Mstep: Class 24 contains 175825 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -1.385279e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 178441 members 
Mstep: Class 3 contains 155504 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 169629 members 
Mstep: Class 8 contains 69839 members 
Mstep: Class 9 contains 82565 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 157366 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 23 contains 65449 members 
Mstep: Class 24 contains 174948 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -1.385284e+08 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 177816 members 
Mstep: Class 3 contains 156954 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 169552 members 
Mstep: Class 8 contains 69993 members 
Mstep: Class 9 contains 82719 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 157126 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 23 contains 65456 members 
Mstep: Class 24 contains 174139 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -1.385294e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 177166 members 
Mstep: Class 3 contains 158504 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 169463 members 
Mstep: Class 8 contains 70148 members 
Mstep: Class 9 contains 82859 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 9583 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 156799 members 
Mstep: Class 21 contains 4819 members 
Mstep: Class 23 contains 65469 members 
Mstep: Class 24 contains 173395 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -1.385301e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176492 members 
Mstep: Class 3 contains 160162 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9219 members 
Mstep: Class 7 contains 169392 members 
Mstep: Class 8 contains 70312 members 
Mstep: Class 9 contains 82969 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 156397 members 
Mstep: Class 21 contains 4811 members 
Mstep: Class 23 contains 65481 members 
Mstep: Class 24 contains 172640 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -1.385305e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 175870 members 
Mstep: Class 3 contains 161738 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 169272 members 
Mstep: Class 8 contains 70481 members 
Mstep: Class 9 contains 83080 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9579 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 155935 members 
Mstep: Class 21 contains 4807 members 
Mstep: Class 23 contains 65496 members 
Mstep: Class 24 contains 172000 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -1.385307e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 175247 members 
Mstep: Class 3 contains 163309 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 169176 members 
Mstep: Class 8 contains 70653 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9579 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 155420 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 23 contains 65505 members 
Mstep: Class 24 contains 171418 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.385315e+08 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174756 members 
Mstep: Class 3 contains 164917 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 169058 members 
Mstep: Class 8 contains 70803 members 
Mstep: Class 9 contains 83289 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9569 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 154874 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 170763 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.385318e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174361 members 
Mstep: Class 3 contains 166559 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 168897 members 
Mstep: Class 8 contains 70923 members 
Mstep: Class 9 contains 83375 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 154347 members 
Mstep: Class 21 contains 4740 members 
Mstep: Class 23 contains 65514 members 
Mstep: Class 24 contains 170033 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.385323e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174190 members 
Mstep: Class 3 contains 168139 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9278 members 
Mstep: Class 7 contains 168684 members 
Mstep: Class 8 contains 71048 members 
Mstep: Class 9 contains 83435 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 153772 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 169293 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -1.385334e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174144 members 
Mstep: Class 3 contains 169694 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 168456 members 
Mstep: Class 8 contains 71130 members 
Mstep: Class 9 contains 83480 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 153114 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 23 contains 65514 members 
Mstep: Class 24 contains 168590 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.385338e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174228 members 
Mstep: Class 3 contains 171220 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 168189 members 
Mstep: Class 8 contains 71212 members 
Mstep: Class 9 contains 83534 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 9547 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 152329 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 23 contains 65512 members 
Mstep: Class 24 contains 167950 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -1.385338e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174233 members 
Mstep: Class 3 contains 172854 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 167936 members 
Mstep: Class 8 contains 71257 members 
Mstep: Class 9 contains 83593 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 9539 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 5225 members 
Mstep: Class 18 contains 151485 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 167347 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -1.385346e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174266 members 
Mstep: Class 3 contains 174553 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 167668 members 
Mstep: Class 8 contains 71272 members 
Mstep: Class 9 contains 83639 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 5223 members 
Mstep: Class 18 contains 150649 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 23 contains 65498 members 
Mstep: Class 24 contains 166734 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -1.385349e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174255 members 
Mstep: Class 3 contains 176297 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 167394 members 
Mstep: Class 8 contains 71294 members 
Mstep: Class 9 contains 83680 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 149797 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 23 contains 65496 members 
Mstep: Class 24 contains 166121 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -1.385353e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174298 members 
Mstep: Class 3 contains 178018 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 167095 members 
Mstep: Class 8 contains 71305 members 
Mstep: Class 9 contains 83713 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 9544 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 5220 members 
Mstep: Class 18 contains 148943 members 
Mstep: Class 21 contains 4503 members 
Mstep: Class 23 contains 65495 members 
Mstep: Class 24 contains 165495 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -1.385357e+08 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174373 members 
Mstep: Class 3 contains 179796 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 166821 members 
Mstep: Class 8 contains 71301 members 
Mstep: Class 9 contains 83745 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 9544 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 148000 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 23 contains 65495 members 
Mstep: Class 24 contains 164883 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -1.385356e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174533 members 
Mstep: Class 3 contains 181572 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 166564 members 
Mstep: Class 8 contains 71251 members 
Mstep: Class 9 contains 83783 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 5220 members 
Mstep: Class 18 contains 147064 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 23 contains 65507 members 
Mstep: Class 24 contains 164183 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -1.385359e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174813 members 
Mstep: Class 3 contains 183185 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 166338 members 
Mstep: Class 8 contains 71197 members 
Mstep: Class 9 contains 83822 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 146160 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 23 contains 65506 members 
Mstep: Class 24 contains 163510 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -1.385359e+08 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 175078 members 
Mstep: Class 3 contains 184845 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 166119 members 
Mstep: Class 8 contains 71140 members 
Mstep: Class 9 contains 83855 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 9546 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 145234 members 
Mstep: Class 21 contains 4346 members 
Mstep: Class 23 contains 65519 members 
Mstep: Class 24 contains 162821 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -1.38536e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 175425 members 
Mstep: Class 3 contains 186454 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 165893 members 
Mstep: Class 8 contains 71069 members 
Mstep: Class 9 contains 83895 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 144367 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 23 contains 65528 members 
Mstep: Class 24 contains 162067 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -1.38536e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 175755 members 
Mstep: Class 3 contains 188034 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9320 members 
Mstep: Class 7 contains 165724 members 
Mstep: Class 8 contains 70981 members 
Mstep: Class 9 contains 83930 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 143532 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 23 contains 65536 members 
Mstep: Class 24 contains 161279 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -1.38536e+08 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176160 members 
Mstep: Class 3 contains 189536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 165575 members 
Mstep: Class 8 contains 70942 members 
Mstep: Class 9 contains 83969 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9553 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 142656 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 23 contains 65539 members 
Mstep: Class 24 contains 160465 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -1.38536e+08 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176539 members 
Mstep: Class 3 contains 190884 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 165471 members 
Mstep: Class 8 contains 70926 members 
Mstep: Class 9 contains 84000 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 141853 members 
Mstep: Class 21 contains 4185 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 159702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535760.000000 Penalty: 62066.378906
Iteration 74Q: 19 clusters Score -1.385358e+08 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176903 members 
Mstep: Class 3 contains 192233 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 165360 members 
Mstep: Class 8 contains 70909 members 
Mstep: Class 9 contains 84026 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9572 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 141086 members 
Mstep: Class 21 contains 4141 members 
Mstep: Class 23 contains 65548 members 
Mstep: Class 24 contains 158902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535568.000000 Penalty: 62066.378906
Iteration 75Q: 19 clusters Score -1.385356e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 177418 members 
Mstep: Class 3 contains 193426 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9312 members 
Mstep: Class 7 contains 165262 members 
Mstep: Class 8 contains 70858 members 
Mstep: Class 9 contains 84049 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 140327 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 23 contains 65562 members 
Mstep: Class 24 contains 158147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535616.000000 Penalty: 62066.378906
Iteration 76Q: 19 clusters Score -1.385356e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 177877 members 
Mstep: Class 3 contains 194677 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 7 contains 165143 members 
Mstep: Class 8 contains 70806 members 
Mstep: Class 9 contains 84083 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 5204 members 
Mstep: Class 18 contains 139526 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 23 contains 65584 members 
Mstep: Class 24 contains 157443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535584.000000 Penalty: 62066.378906
Iteration 77Q: 19 clusters Score -1.385356e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 178245 members 
Mstep: Class 3 contains 195966 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9287 members 
Mstep: Class 7 contains 165032 members 
Mstep: Class 8 contains 70728 members 
Mstep: Class 9 contains 84112 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5202 members 
Mstep: Class 18 contains 138753 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 23 contains 65598 members 
Mstep: Class 24 contains 156771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138535504.000000 Penalty: 62066.378906
Iteration 78Q: 19 clusters Score -1.385355e+08 nChanged 5158
Entering ConstructFrom: 
Score: -138535504.000000 Penalty: 62066.378906
Entering ConstructFrom: 
Trying to split cluster 1 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -157572.343750 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -157572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155492.671875 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -155492.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157027.375000 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -157027.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158589.453125 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -158589.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159771.890625 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -159771.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -160459.343750 Penalty: 3626.695557
	Iteration 4Q: 3 clusters Score -160459.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161010.015625 Penalty: 3626.695557
	Iteration 5Q: 3 clusters Score -161010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -161020.625000 Penalty: 3626.695557
	Iteration 6Q: 3 clusters Score -161020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161022.843750 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -161022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161024.328125 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -161024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161026.062500 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -161026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161026.062500 Penalty: 3626.695557
	Iteration 10F: 3 clusters Score -161026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178568 members 
Mstep: Class 3 contains 197237 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 164916 members 
Mstep: Class 8 contains 70655 members 
Mstep: Class 9 contains 84146 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9552 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 138098 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 23 contains 65628 members 
Mstep: Class 24 contains 156012 members 
Entering Unmasked Estep 
Score: -138536288.000000 Penalty: 65514.511719
Splitting cluster 1 changes total score from -138535504.000000 to -138536288.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (178568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178568 members 
Entering Unmasked Estep 
Score: -23088328.000000 Penalty: 2998.995850
	Iteration 0F: 2 clusters Score -2.308833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -22969914.000000 Penalty: 5997.991699
	Iteration 0F: 3 clusters Score -2.296991e+07 nChanged 85859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -23019964.000000 Penalty: 5997.991699
	Iteration 1F: 3 clusters Score -2.301996e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -23021254.000000 Penalty: 5997.991699
	Iteration 2Q: 3 clusters Score -2.302125e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -23023924.000000 Penalty: 5997.991699
	Iteration 3Q: 3 clusters Score -2.302392e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -23028962.000000 Penalty: 5997.991699
	Iteration 4F: 3 clusters Score -2.302896e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 122268 members 
Entering Unmasked Estep 
Score: -23038010.000000 Penalty: 5997.991699
	Iteration 5F: 3 clusters Score -2.303801e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -23050922.000000 Penalty: 5997.991699
	Iteration 6F: 3 clusters Score -2.305092e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -23064752.000000 Penalty: 5997.991699
	Iteration 7F: 3 clusters Score -2.306475e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -23075752.000000 Penalty: 5997.991699
	Iteration 8F: 3 clusters Score -2.307575e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -23080722.000000 Penalty: 5997.991699
	Iteration 9Q: 3 clusters Score -2.308072e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -23082216.000000 Penalty: 5997.991699
	Iteration 10Q: 3 clusters Score -2.308222e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -23082648.000000 Penalty: 5997.991699
	Iteration 11Q: 3 clusters Score -2.308265e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -23082886.000000 Penalty: 5997.991699
	Iteration 12Q: 3 clusters Score -2.308289e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -23083012.000000 Penalty: 5997.991699
	Iteration 13Q: 3 clusters Score -2.308301e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -23083146.000000 Penalty: 5997.991699
	Iteration 14Q: 3 clusters Score -2.308315e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -23083138.000000 Penalty: 5997.991699
	Iteration 15Q: 3 clusters Score -2.308314e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -23083284.000000 Penalty: 5997.991699
	Iteration 16Q: 3 clusters Score -2.308328e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -23083314.000000 Penalty: 5997.991699
	Iteration 17Q: 3 clusters Score -2.308331e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -23083398.000000 Penalty: 5997.991699
	Iteration 18Q: 3 clusters Score -2.30834e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 157246 members 
Entering Unmasked Estep 
Score: -23083420.000000 Penalty: 5997.991699
	Iteration 19Q: 3 clusters Score -2.308342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 157244 members 
Entering Unmasked Estep 
Score: -23083506.000000 Penalty: 5997.991699
	Iteration 20F: 3 clusters Score -2.308351e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -23083574.000000 Penalty: 5997.991699
	Iteration 21Q: 3 clusters Score -2.308357e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -23083606.000000 Penalty: 5997.991699
	Iteration 22Q: 3 clusters Score -2.308361e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -23083578.000000 Penalty: 5997.991699
	Iteration 23Q: 3 clusters Score -2.308358e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 157117 members 
Entering Unmasked Estep 
Score: -23083590.000000 Penalty: 5997.991699
	Iteration 24Q: 3 clusters Score -2.308359e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -23083554.000000 Penalty: 5997.991699
	Iteration 25Q: 3 clusters Score -2.308355e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -23083580.000000 Penalty: 5997.991699
	Iteration 26Q: 3 clusters Score -2.308358e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -23083570.000000 Penalty: 5997.991699
	Iteration 27Q: 3 clusters Score -2.308357e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -23083592.000000 Penalty: 5997.991699
	Iteration 28Q: 3 clusters Score -2.308359e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083608.000000 Penalty: 5997.991699
	Iteration 29Q: 3 clusters Score -2.308361e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -23083612.000000 Penalty: 5997.991699
	Iteration 30Q: 3 clusters Score -2.308361e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -23083612.000000 Penalty: 5997.991699
	Iteration 31Q: 3 clusters Score -2.308361e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -23083662.000000 Penalty: 5997.991699
	Iteration 32Q: 3 clusters Score -2.308366e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -23083670.000000 Penalty: 5997.991699
	Iteration 33Q: 3 clusters Score -2.308367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -23083666.000000 Penalty: 5997.991699
	Iteration 34Q: 3 clusters Score -2.308367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -23083666.000000 Penalty: 5997.991699
	Iteration 35Q: 3 clusters Score -2.308367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -23083694.000000 Penalty: 5997.991699
	Iteration 36Q: 3 clusters Score -2.308369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -23083682.000000 Penalty: 5997.991699
	Iteration 37Q: 3 clusters Score -2.308368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -23083670.000000 Penalty: 5997.991699
	Iteration 38Q: 3 clusters Score -2.308367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -23083670.000000 Penalty: 5997.991699
	Iteration 39Q: 3 clusters Score -2.308367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -23083648.000000 Penalty: 5997.991699
	Iteration 40F: 3 clusters Score -2.308365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -23083640.000000 Penalty: 5997.991699
	Iteration 41Q: 3 clusters Score -2.308364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -23083640.000000 Penalty: 5997.991699
	Iteration 42Q: 3 clusters Score -2.308364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -23083632.000000 Penalty: 5997.991699
	Iteration 43Q: 3 clusters Score -2.308363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -23083638.000000 Penalty: 5997.991699
	Iteration 44Q: 3 clusters Score -2.308364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -23083658.000000 Penalty: 5997.991699
	Iteration 45Q: 3 clusters Score -2.308366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -23083654.000000 Penalty: 5997.991699
	Iteration 46Q: 3 clusters Score -2.308365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -23083654.000000 Penalty: 5997.991699
	Iteration 47Q: 3 clusters Score -2.308365e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -23083644.000000 Penalty: 5997.991699
	Iteration 48Q: 3 clusters Score -2.308364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 5997.991699
	Iteration 49Q: 3 clusters Score -2.308365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 50Q: 3 clusters Score -2.308364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 156973 members 
Entering Unmasked Estep 
Score: -23083662.000000 Penalty: 5997.991699
	Iteration 51Q: 3 clusters Score -2.308366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -23083658.000000 Penalty: 5997.991699
	Iteration 52Q: 3 clusters Score -2.308366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 5997.991699
	Iteration 53Q: 3 clusters Score -2.308365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -23083650.000000 Penalty: 5997.991699
	Iteration 54Q: 3 clusters Score -2.308365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -23083654.000000 Penalty: 5997.991699
	Iteration 55Q: 3 clusters Score -2.308365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -23083642.000000 Penalty: 5997.991699
	Iteration 56Q: 3 clusters Score -2.308364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -23083654.000000 Penalty: 5997.991699
	Iteration 57Q: 3 clusters Score -2.308365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -23083638.000000 Penalty: 5997.991699
	Iteration 58Q: 3 clusters Score -2.308364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5997.991699
	Iteration 59Q: 3 clusters Score -2.308363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 156960 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 60F: 3 clusters Score -2.308364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 156956 members 
Entering Unmasked Estep 
Score: -23083628.000000 Penalty: 5997.991699
	Iteration 61Q: 3 clusters Score -2.308363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -23083638.000000 Penalty: 5997.991699
	Iteration 62Q: 3 clusters Score -2.308364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 156956 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5997.991699
	Iteration 63Q: 3 clusters Score -2.308363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -23083626.000000 Penalty: 5997.991699
	Iteration 64Q: 3 clusters Score -2.308363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -23083652.000000 Penalty: 5997.991699
	Iteration 65Q: 3 clusters Score -2.308365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -23083642.000000 Penalty: 5997.991699
	Iteration 66Q: 3 clusters Score -2.308364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -23083634.000000 Penalty: 5997.991699
	Iteration 67Q: 3 clusters Score -2.308363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 68Q: 3 clusters Score -2.308364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083656.000000 Penalty: 5997.991699
	Iteration 69Q: 3 clusters Score -2.308366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -23083652.000000 Penalty: 5997.991699
	Iteration 70Q: 3 clusters Score -2.308365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -23083650.000000 Penalty: 5997.991699
	Iteration 71Q: 3 clusters Score -2.308365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -23083634.000000 Penalty: 5997.991699
	Iteration 72Q: 3 clusters Score -2.308363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -23083642.000000 Penalty: 5997.991699
	Iteration 73Q: 3 clusters Score -2.308364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 5997.991699
	Iteration 74Q: 3 clusters Score -2.308365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 5997.991699
	Iteration 75Q: 3 clusters Score -2.308365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 5997.991699
	Iteration 76Q: 3 clusters Score -2.308365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5997.991699
	Iteration 77Q: 3 clusters Score -2.308363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -23083638.000000 Penalty: 5997.991699
	Iteration 78Q: 3 clusters Score -2.308364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -23083632.000000 Penalty: 5997.991699
	Iteration 79Q: 3 clusters Score -2.308363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -23083634.000000 Penalty: 5997.991699
	Iteration 80F: 3 clusters Score -2.308363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -23083632.000000 Penalty: 5997.991699
	Iteration 81Q: 3 clusters Score -2.308363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 82Q: 3 clusters Score -2.308364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -23083624.000000 Penalty: 5997.991699
	Iteration 83Q: 3 clusters Score -2.308362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083634.000000 Penalty: 5997.991699
	Iteration 84Q: 3 clusters Score -2.308363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -23083632.000000 Penalty: 5997.991699
	Iteration 85Q: 3 clusters Score -2.308363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5997.991699
	Iteration 86Q: 3 clusters Score -2.308363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083634.000000 Penalty: 5997.991699
	Iteration 87Q: 3 clusters Score -2.308363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -23083642.000000 Penalty: 5997.991699
	Iteration 88Q: 3 clusters Score -2.308364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -23083630.000000 Penalty: 5997.991699
	Iteration 89Q: 3 clusters Score -2.308363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 90Q: 3 clusters Score -2.308364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -23083636.000000 Penalty: 5997.991699
	Iteration 91F: 3 clusters Score -2.308364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (197237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197237 members 
Entering Unmasked Estep 
Score: -25582590.000000 Penalty: 3023.656006
	Iteration 0F: 2 clusters Score -2.558259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -25453384.000000 Penalty: 6047.312012
	Iteration 0F: 3 clusters Score -2.545338e+07 nChanged 94958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -25509288.000000 Penalty: 6047.312012
	Iteration 1F: 3 clusters Score -2.550929e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -25510694.000000 Penalty: 6047.312012
	Iteration 2Q: 3 clusters Score -2.551069e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -25512372.000000 Penalty: 6047.312012
	Iteration 3Q: 3 clusters Score -2.551237e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -25514734.000000 Penalty: 6047.312012
	Iteration 4Q: 3 clusters Score -2.551473e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -25518580.000000 Penalty: 6047.312012
	Iteration 5Q: 3 clusters Score -2.551858e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -25524610.000000 Penalty: 6047.312012
	Iteration 6F: 3 clusters Score -2.552461e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 118945 members 
Entering Unmasked Estep 
Score: -25532946.000000 Penalty: 6047.312012
	Iteration 7F: 3 clusters Score -2.553295e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 125015 members 
Entering Unmasked Estep 
Score: -25543164.000000 Penalty: 6047.312012
	Iteration 8F: 3 clusters Score -2.554316e+07 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -25551312.000000 Penalty: 6047.312012
	Iteration 9F: 3 clusters Score -2.555131e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -25555182.000000 Penalty: 6047.312012
	Iteration 10Q: 3 clusters Score -2.555518e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -25557232.000000 Penalty: 6047.312012
	Iteration 11Q: 3 clusters Score -2.555723e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -25558428.000000 Penalty: 6047.312012
	Iteration 12Q: 3 clusters Score -2.555843e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 142166 members 
Entering Unmasked Estep 
Score: -25559694.000000 Penalty: 6047.312012
	Iteration 13Q: 3 clusters Score -2.555969e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -25560832.000000 Penalty: 6047.312012
	Iteration 14Q: 3 clusters Score -2.556083e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -25562062.000000 Penalty: 6047.312012
	Iteration 15Q: 3 clusters Score -2.556206e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 150802 members 
Entering Unmasked Estep 
Score: -25563260.000000 Penalty: 6047.312012
	Iteration 16Q: 3 clusters Score -2.556326e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -25564730.000000 Penalty: 6047.312012
	Iteration 17Q: 3 clusters Score -2.556473e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 156178 members 
Entering Unmasked Estep 
Score: -25566188.000000 Penalty: 6047.312012
	Iteration 18Q: 3 clusters Score -2.556619e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -25567708.000000 Penalty: 6047.312012
	Iteration 19Q: 3 clusters Score -2.556771e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 161212 members 
Entering Unmasked Estep 
Score: -25569158.000000 Penalty: 6047.312012
	Iteration 20F: 3 clusters Score -2.556916e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -25570336.000000 Penalty: 6047.312012
	Iteration 21Q: 3 clusters Score -2.557034e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -25571484.000000 Penalty: 6047.312012
	Iteration 22Q: 3 clusters Score -2.557148e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -25572586.000000 Penalty: 6047.312012
	Iteration 23Q: 3 clusters Score -2.557259e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 169154 members 
Entering Unmasked Estep 
Score: -25573662.000000 Penalty: 6047.312012
	Iteration 24Q: 3 clusters Score -2.557366e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -25574446.000000 Penalty: 6047.312012
	Iteration 25Q: 3 clusters Score -2.557445e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 172681 members 
Entering Unmasked Estep 
Score: -25575114.000000 Penalty: 6047.312012
	Iteration 26Q: 3 clusters Score -2.557511e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -25575772.000000 Penalty: 6047.312012
	Iteration 27Q: 3 clusters Score -2.557577e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -25576496.000000 Penalty: 6047.312012
	Iteration 28Q: 3 clusters Score -2.55765e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -25576986.000000 Penalty: 6047.312012
	Iteration 29Q: 3 clusters Score -2.557699e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -25577526.000000 Penalty: 6047.312012
	Iteration 30Q: 3 clusters Score -2.557753e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 180873 members 
Entering Unmasked Estep 
Score: -25577928.000000 Penalty: 6047.312012
	Iteration 31Q: 3 clusters Score -2.557793e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 182446 members 
Entering Unmasked Estep 
Score: -25578392.000000 Penalty: 6047.312012
	Iteration 32Q: 3 clusters Score -2.557839e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 184032 members 
Entering Unmasked Estep 
Score: -25578744.000000 Penalty: 6047.312012
	Iteration 33Q: 3 clusters Score -2.557874e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 185538 members 
Entering Unmasked Estep 
Score: -25579110.000000 Penalty: 6047.312012
	Iteration 34Q: 3 clusters Score -2.557911e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 186970 members 
Entering Unmasked Estep 
Score: -25579270.000000 Penalty: 6047.312012
	Iteration 35Q: 3 clusters Score -2.557927e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 188316 members 
Entering Unmasked Estep 
Score: -25579588.000000 Penalty: 6047.312012
	Iteration 36Q: 3 clusters Score -2.557959e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 189601 members 
Entering Unmasked Estep 
Score: -25579972.000000 Penalty: 6047.312012
	Iteration 37Q: 3 clusters Score -2.557997e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 190786 members 
Entering Unmasked Estep 
Score: -25580304.000000 Penalty: 6047.312012
	Iteration 38Q: 3 clusters Score -2.55803e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 191789 members 
Entering Unmasked Estep 
Score: -25580444.000000 Penalty: 6047.312012
	Iteration 39Q: 3 clusters Score -2.558044e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 192645 members 
Entering Unmasked Estep 
Score: -25580606.000000 Penalty: 6047.312012
	Iteration 40F: 3 clusters Score -2.558061e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 193347 members 
Entering Unmasked Estep 
Score: -25580792.000000 Penalty: 6047.312012
	Iteration 41Q: 3 clusters Score -2.558079e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 193903 members 
Entering Unmasked Estep 
Score: -25580918.000000 Penalty: 6047.312012
	Iteration 42Q: 3 clusters Score -2.558092e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 194280 members 
Entering Unmasked Estep 
Score: -25580988.000000 Penalty: 6047.312012
	Iteration 43Q: 3 clusters Score -2.558099e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 194567 members 
Entering Unmasked Estep 
Score: -25580960.000000 Penalty: 6047.312012
	Iteration 44Q: 3 clusters Score -2.558096e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 194818 members 
Entering Unmasked Estep 
Score: -25581018.000000 Penalty: 6047.312012
	Iteration 45Q: 3 clusters Score -2.558102e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -25581064.000000 Penalty: 6047.312012
	Iteration 46Q: 3 clusters Score -2.558106e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -25581060.000000 Penalty: 6047.312012
	Iteration 47Q: 3 clusters Score -2.558106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -25581126.000000 Penalty: 6047.312012
	Iteration 48Q: 3 clusters Score -2.558113e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -25581158.000000 Penalty: 6047.312012
	Iteration 49Q: 3 clusters Score -2.558116e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 195508 members 
Entering Unmasked Estep 
Score: -25581168.000000 Penalty: 6047.312012
	Iteration 50Q: 3 clusters Score -2.558117e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 195568 members 
Entering Unmasked Estep 
Score: -25581164.000000 Penalty: 6047.312012
	Iteration 51Q: 3 clusters Score -2.558116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -25581166.000000 Penalty: 6047.312012
	Iteration 52Q: 3 clusters Score -2.558117e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 195663 members 
Entering Unmasked Estep 
Score: -25581146.000000 Penalty: 6047.312012
	Iteration 53Q: 3 clusters Score -2.558115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 195715 members 
Entering Unmasked Estep 
Score: -25581196.000000 Penalty: 6047.312012
	Iteration 54Q: 3 clusters Score -2.55812e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 195749 members 
Entering Unmasked Estep 
Score: -25581220.000000 Penalty: 6047.312012
	Iteration 55Q: 3 clusters Score -2.558122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -25581210.000000 Penalty: 6047.312012
	Iteration 56Q: 3 clusters Score -2.558121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581222.000000 Penalty: 6047.312012
	Iteration 57Q: 3 clusters Score -2.558122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
Score: -25581238.000000 Penalty: 6047.312012
	Iteration 58Q: 3 clusters Score -2.558124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 195801 members 
Entering Unmasked Estep 
Score: -25581260.000000 Penalty: 6047.312012
	Iteration 59Q: 3 clusters Score -2.558126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -25581252.000000 Penalty: 6047.312012
	Iteration 60F: 3 clusters Score -2.558125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -25581254.000000 Penalty: 6047.312012
	Iteration 61Q: 3 clusters Score -2.558125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -25581262.000000 Penalty: 6047.312012
	Iteration 62Q: 3 clusters Score -2.558126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 195806 members 
Entering Unmasked Estep 
Score: -25581276.000000 Penalty: 6047.312012
	Iteration 63Q: 3 clusters Score -2.558128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 195808 members 
Entering Unmasked Estep 
Score: -25581288.000000 Penalty: 6047.312012
	Iteration 64Q: 3 clusters Score -2.558129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 195810 members 
Entering Unmasked Estep 
Score: -25581282.000000 Penalty: 6047.312012
	Iteration 65Q: 3 clusters Score -2.558128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 195805 members 
Entering Unmasked Estep 
Score: -25581280.000000 Penalty: 6047.312012
	Iteration 66Q: 3 clusters Score -2.558128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 195796 members 
Entering Unmasked Estep 
Score: -25581300.000000 Penalty: 6047.312012
	Iteration 67Q: 3 clusters Score -2.55813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -25581304.000000 Penalty: 6047.312012
	Iteration 68Q: 3 clusters Score -2.55813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -25581304.000000 Penalty: 6047.312012
	Iteration 69Q: 3 clusters Score -2.55813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 195795 members 
Entering Unmasked Estep 
Score: -25581304.000000 Penalty: 6047.312012
	Iteration 70Q: 3 clusters Score -2.55813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 195792 members 
Entering Unmasked Estep 
Score: -25581318.000000 Penalty: 6047.312012
	Iteration 71Q: 3 clusters Score -2.558132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581318.000000 Penalty: 6047.312012
	Iteration 72Q: 3 clusters Score -2.558132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581324.000000 Penalty: 6047.312012
	Iteration 73Q: 3 clusters Score -2.558132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 195789 members 
Entering Unmasked Estep 
Score: -25581318.000000 Penalty: 6047.312012
	Iteration 74Q: 3 clusters Score -2.558132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -25581320.000000 Penalty: 6047.312012
	Iteration 75Q: 3 clusters Score -2.558132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 195789 members 
Entering Unmasked Estep 
Score: -25581320.000000 Penalty: 6047.312012
	Iteration 76Q: 3 clusters Score -2.558132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581310.000000 Penalty: 6047.312012
	Iteration 77Q: 3 clusters Score -2.558131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -25581322.000000 Penalty: 6047.312012
	Iteration 78Q: 3 clusters Score -2.558132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581314.000000 Penalty: 6047.312012
	Iteration 79Q: 3 clusters Score -2.558131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -25581314.000000 Penalty: 6047.312012
	Iteration 80F: 3 clusters Score -2.558131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40189.691406 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40189.69 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 184 members 
Entering Unmasked Estep 
Score: -38882.757812 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38882.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38983.859375 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -38983.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39008.339844 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -39008.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39019.945312 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -39019.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39025.078125 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -39025.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39026.535156 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -39026.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39026.535156 Penalty: 2911.171387
	Iteration 6F: 3 clusters Score -39026.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -181700.875000 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -181700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -179420.343750 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -179420.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180586.828125 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -180586.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182223.750000 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -182223.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183696.187500 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -183696.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -184501.953125 Penalty: 3696.103760
	Iteration 4F: 3 clusters Score -184502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -184849.765625 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -184849.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -184942.875000 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -184942.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -185057.156250 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -185057.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -185525.703125 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -185525.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -186669.093750 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -186669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -186689.703125 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -186689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186701.750000 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -186701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186707.453125 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -186707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -186710.000000 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -186710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -186710.000000 Penalty: 3696.103760
	Iteration 14F: 3 clusters Score -186710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178568 members 
Mstep: Class 3 contains 197237 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 164916 members 
Mstep: Class 8 contains 70655 members 
Mstep: Class 9 contains 84146 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 9552 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 138098 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 23 contains 65628 members 
Mstep: Class 24 contains 156012 members 
Entering Unmasked Estep 
Score: -138539840.000000 Penalty: 68962.648438
Splitting cluster 5 changes total score from -138535504.000000 to -138539840.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1160461.750000 Penalty: 2265.552979
	Iteration 0F: 2 clusters Score -1160462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1153181.125000 Penalty: 4531.105957
	Iteration 0F: 3 clusters Score -1153181 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1155266.250000 Penalty: 4531.105957
	Iteration 1F: 3 clusters Score -1155266 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1155653.375000 Penalty: 4531.105957
	Iteration 2F: 3 clusters Score -1155653 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1156102.750000 Penalty: 4531.105957
	Iteration 3F: 3 clusters Score -1156103 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1156643.875000 Penalty: 4531.105957
	Iteration 4F: 3 clusters Score -1156644 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1157144.625000 Penalty: 4531.105957
	Iteration 5F: 3 clusters Score -1157145 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1157602.500000 Penalty: 4531.105957
	Iteration 6F: 3 clusters Score -1157602 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1157973.125000 Penalty: 4531.105957
	Iteration 7F: 3 clusters Score -1157973 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1158283.375000 Penalty: 4531.105957
	Iteration 8Q: 3 clusters Score -1158283 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1158557.625000 Penalty: 4531.105957
	Iteration 9Q: 3 clusters Score -1158558 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1158776.875000 Penalty: 4531.105957
	Iteration 10Q: 3 clusters Score -1158777 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1158933.250000 Penalty: 4531.105957
	Iteration 11Q: 3 clusters Score -1158933 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1159058.125000 Penalty: 4531.105957
	Iteration 12Q: 3 clusters Score -1159058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1159159.125000 Penalty: 4531.105957
	Iteration 13Q: 3 clusters Score -1159159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1159248.000000 Penalty: 4531.105957
	Iteration 14Q: 3 clusters Score -1159248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1159333.500000 Penalty: 4531.105957
	Iteration 15Q: 3 clusters Score -1159334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1159400.375000 Penalty: 4531.105957
	Iteration 16Q: 3 clusters Score -1159400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1159448.250000 Penalty: 4531.105957
	Iteration 17Q: 3 clusters Score -1159448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1159512.625000 Penalty: 4531.105957
	Iteration 18Q: 3 clusters Score -1159513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1159573.500000 Penalty: 4531.105957
	Iteration 19Q: 3 clusters Score -1159574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1159642.125000 Penalty: 4531.105957
	Iteration 20F: 3 clusters Score -1159642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1159698.375000 Penalty: 4531.105957
	Iteration 21Q: 3 clusters Score -1159698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1159761.375000 Penalty: 4531.105957
	Iteration 22Q: 3 clusters Score -1159761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1159814.500000 Penalty: 4531.105957
	Iteration 23Q: 3 clusters Score -1159814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1159857.125000 Penalty: 4531.105957
	Iteration 24Q: 3 clusters Score -1159857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1159883.375000 Penalty: 4531.105957
	Iteration 25Q: 3 clusters Score -1159883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1159905.250000 Penalty: 4531.105957
	Iteration 26Q: 3 clusters Score -1159905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1159916.500000 Penalty: 4531.105957
	Iteration 27Q: 3 clusters Score -1159916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1159922.625000 Penalty: 4531.105957
	Iteration 28Q: 3 clusters Score -1159923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1159928.875000 Penalty: 4531.105957
	Iteration 29Q: 3 clusters Score -1159929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1159929.125000 Penalty: 4531.105957
	Iteration 30Q: 3 clusters Score -1159929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1159932.250000 Penalty: 4531.105957
	Iteration 31Q: 3 clusters Score -1159932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1159935.125000 Penalty: 4531.105957
	Iteration 32Q: 3 clusters Score -1159935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1159935.375000 Penalty: 4531.105957
	Iteration 33Q: 3 clusters Score -1159935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1159932.125000 Penalty: 4531.105957
	Iteration 34Q: 3 clusters Score -1159932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1159932.500000 Penalty: 4531.105957
	Iteration 35Q: 3 clusters Score -1159932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1159932.750000 Penalty: 4531.105957
	Iteration 36Q: 3 clusters Score -1159933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1159934.000000 Penalty: 4531.105957
	Iteration 37Q: 3 clusters Score -1159934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1159934.250000 Penalty: 4531.105957
	Iteration 38Q: 3 clusters Score -1159934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1159934.250000 Penalty: 4531.105957
	Iteration 39F: 3 clusters Score -1159934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Entering Unmasked Estep 
Score: -21362628.000000 Penalty: 2979.271484
	Iteration 0F: 2 clusters Score -2.136263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -21255210.000000 Penalty: 5958.542969
	Iteration 0F: 3 clusters Score -2.125521e+07 nChanged 79161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -21300418.000000 Penalty: 5958.542969
	Iteration 1F: 3 clusters Score -2.130042e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -21301056.000000 Penalty: 5958.542969
	Iteration 2Q: 3 clusters Score -2.130106e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -21302162.000000 Penalty: 5958.542969
	Iteration 3Q: 3 clusters Score -2.130216e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -21303596.000000 Penalty: 5958.542969
	Iteration 4Q: 3 clusters Score -2.13036e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -21305456.000000 Penalty: 5958.542969
	Iteration 5Q: 3 clusters Score -2.130546e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -21308050.000000 Penalty: 5958.542969
	Iteration 6Q: 3 clusters Score -2.130805e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -21311690.000000 Penalty: 5958.542969
	Iteration 7Q: 3 clusters Score -2.131169e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -21316932.000000 Penalty: 5958.542969
	Iteration 8F: 3 clusters Score -2.131693e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -21323946.000000 Penalty: 5958.542969
	Iteration 9F: 3 clusters Score -2.132395e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -21331562.000000 Penalty: 5958.542969
	Iteration 10F: 3 clusters Score -2.133156e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -21337146.000000 Penalty: 5958.542969
	Iteration 11F: 3 clusters Score -2.133715e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109386 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -21340432.000000 Penalty: 5958.542969
	Iteration 12Q: 3 clusters Score -2.134043e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -21342334.000000 Penalty: 5958.542969
	Iteration 13Q: 3 clusters Score -2.134233e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -21343612.000000 Penalty: 5958.542969
	Iteration 14Q: 3 clusters Score -2.134361e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -21344626.000000 Penalty: 5958.542969
	Iteration 15Q: 3 clusters Score -2.134463e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -21345894.000000 Penalty: 5958.542969
	Iteration 16Q: 3 clusters Score -2.134589e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -21346988.000000 Penalty: 5958.542969
	Iteration 17Q: 3 clusters Score -2.134699e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -21348266.000000 Penalty: 5958.542969
	Iteration 18Q: 3 clusters Score -2.134827e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124971 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -21349360.000000 Penalty: 5958.542969
	Iteration 19Q: 3 clusters Score -2.134936e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -21350506.000000 Penalty: 5958.542969
	Iteration 20F: 3 clusters Score -2.135051e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -21351282.000000 Penalty: 5958.542969
	Iteration 21Q: 3 clusters Score -2.135128e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -21351984.000000 Penalty: 5958.542969
	Iteration 22Q: 3 clusters Score -2.135198e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132552 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -21352628.000000 Penalty: 5958.542969
	Iteration 23Q: 3 clusters Score -2.135263e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134194 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -21352944.000000 Penalty: 5958.542969
	Iteration 24Q: 3 clusters Score -2.135294e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135731 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -21353422.000000 Penalty: 5958.542969
	Iteration 25Q: 3 clusters Score -2.135342e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -21353850.000000 Penalty: 5958.542969
	Iteration 26Q: 3 clusters Score -2.135385e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -21354196.000000 Penalty: 5958.542969
	Iteration 27Q: 3 clusters Score -2.13542e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -21354566.000000 Penalty: 5958.542969
	Iteration 28Q: 3 clusters Score -2.135457e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141364 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -21354822.000000 Penalty: 5958.542969
	Iteration 29Q: 3 clusters Score -2.135482e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -21355050.000000 Penalty: 5958.542969
	Iteration 30Q: 3 clusters Score -2.135505e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -21355256.000000 Penalty: 5958.542969
	Iteration 31Q: 3 clusters Score -2.135526e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -21355334.000000 Penalty: 5958.542969
	Iteration 32Q: 3 clusters Score -2.135533e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -21355612.000000 Penalty: 5958.542969
	Iteration 33Q: 3 clusters Score -2.135561e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -21355930.000000 Penalty: 5958.542969
	Iteration 34Q: 3 clusters Score -2.135593e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -21356104.000000 Penalty: 5958.542969
	Iteration 35Q: 3 clusters Score -2.13561e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -21356420.000000 Penalty: 5958.542969
	Iteration 36Q: 3 clusters Score -2.135642e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -21356696.000000 Penalty: 5958.542969
	Iteration 37Q: 3 clusters Score -2.13567e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -21356898.000000 Penalty: 5958.542969
	Iteration 38Q: 3 clusters Score -2.13569e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -21357062.000000 Penalty: 5958.542969
	Iteration 39Q: 3 clusters Score -2.135706e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -21357238.000000 Penalty: 5958.542969
	Iteration 40F: 3 clusters Score -2.135724e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -21357424.000000 Penalty: 5958.542969
	Iteration 41Q: 3 clusters Score -2.135742e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -21357626.000000 Penalty: 5958.542969
	Iteration 42Q: 3 clusters Score -2.135763e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -21357698.000000 Penalty: 5958.542969
	Iteration 43Q: 3 clusters Score -2.13577e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -21357864.000000 Penalty: 5958.542969
	Iteration 44Q: 3 clusters Score -2.135786e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -21358070.000000 Penalty: 5958.542969
	Iteration 45Q: 3 clusters Score -2.135807e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -21358178.000000 Penalty: 5958.542969
	Iteration 46Q: 3 clusters Score -2.135818e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -21358392.000000 Penalty: 5958.542969
	Iteration 47Q: 3 clusters Score -2.135839e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -21358520.000000 Penalty: 5958.542969
	Iteration 48Q: 3 clusters Score -2.135852e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158194 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -21358596.000000 Penalty: 5958.542969
	Iteration 49Q: 3 clusters Score -2.13586e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -21358716.000000 Penalty: 5958.542969
	Iteration 50Q: 3 clusters Score -2.135872e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -21358882.000000 Penalty: 5958.542969
	Iteration 51Q: 3 clusters Score -2.135888e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21359034.000000 Penalty: 5958.542969
	Iteration 52Q: 3 clusters Score -2.135903e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159890 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -21359138.000000 Penalty: 5958.542969
	Iteration 53Q: 3 clusters Score -2.135914e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -21359304.000000 Penalty: 5958.542969
	Iteration 54Q: 3 clusters Score -2.13593e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160531 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -21359436.000000 Penalty: 5958.542969
	Iteration 55Q: 3 clusters Score -2.135944e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -21359528.000000 Penalty: 5958.542969
	Iteration 56Q: 3 clusters Score -2.135953e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -21359518.000000 Penalty: 5958.542969
	Iteration 57Q: 3 clusters Score -2.135952e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -21359548.000000 Penalty: 5958.542969
	Iteration 58Q: 3 clusters Score -2.135955e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161371 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21359602.000000 Penalty: 5958.542969
	Iteration 59Q: 3 clusters Score -2.13596e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21359636.000000 Penalty: 5958.542969
	Iteration 60F: 3 clusters Score -2.135964e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -21359666.000000 Penalty: 5958.542969
	Iteration 61Q: 3 clusters Score -2.135967e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21359712.000000 Penalty: 5958.542969
	Iteration 62Q: 3 clusters Score -2.135971e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -21359736.000000 Penalty: 5958.542969
	Iteration 63Q: 3 clusters Score -2.135974e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162071 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21359786.000000 Penalty: 5958.542969
	Iteration 64Q: 3 clusters Score -2.135979e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21359786.000000 Penalty: 5958.542969
	Iteration 65Q: 3 clusters Score -2.135979e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162248 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21359844.000000 Penalty: 5958.542969
	Iteration 66Q: 3 clusters Score -2.135984e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -21359872.000000 Penalty: 5958.542969
	Iteration 67Q: 3 clusters Score -2.135987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21359896.000000 Penalty: 5958.542969
	Iteration 68Q: 3 clusters Score -2.13599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -21359902.000000 Penalty: 5958.542969
	Iteration 69Q: 3 clusters Score -2.13599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21359922.000000 Penalty: 5958.542969
	Iteration 70Q: 3 clusters Score -2.135992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162523 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -21359924.000000 Penalty: 5958.542969
	Iteration 71Q: 3 clusters Score -2.135992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21359916.000000 Penalty: 5958.542969
	Iteration 72Q: 3 clusters Score -2.135992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21359928.000000 Penalty: 5958.542969
	Iteration 73Q: 3 clusters Score -2.135993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21359970.000000 Penalty: 5958.542969
	Iteration 74Q: 3 clusters Score -2.135997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162635 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21359978.000000 Penalty: 5958.542969
	Iteration 75Q: 3 clusters Score -2.135998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21359968.000000 Penalty: 5958.542969
	Iteration 76Q: 3 clusters Score -2.135997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21359982.000000 Penalty: 5958.542969
	Iteration 77Q: 3 clusters Score -2.135998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21359986.000000 Penalty: 5958.542969
	Iteration 78Q: 3 clusters Score -2.135999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21359996.000000 Penalty: 5958.542969
	Iteration 79Q: 3 clusters Score -2.136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21359968.000000 Penalty: 5958.542969
	Iteration 80F: 3 clusters Score -2.135997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -21359968.000000 Penalty: 5958.542969
	Iteration 81Q: 3 clusters Score -2.135997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -21359966.000000 Penalty: 5958.542969
	Iteration 82Q: 3 clusters Score -2.135997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162804 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21359980.000000 Penalty: 5958.542969
	Iteration 83Q: 3 clusters Score -2.135998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21359972.000000 Penalty: 5958.542969
	Iteration 84Q: 3 clusters Score -2.135997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21359994.000000 Penalty: 5958.542969
	Iteration 85Q: 3 clusters Score -2.135999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21359996.000000 Penalty: 5958.542969
	Iteration 86Q: 3 clusters Score -2.136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162848 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21360008.000000 Penalty: 5958.542969
	Iteration 87Q: 3 clusters Score -2.136001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21359998.000000 Penalty: 5958.542969
	Iteration 88Q: 3 clusters Score -2.136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21360006.000000 Penalty: 5958.542969
	Iteration 89Q: 3 clusters Score -2.136001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21360008.000000 Penalty: 5958.542969
	Iteration 90Q: 3 clusters Score -2.136001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21360022.000000 Penalty: 5958.542969
	Iteration 91Q: 3 clusters Score -2.136002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162888 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -21360022.000000 Penalty: 5958.542969
	Iteration 92Q: 3 clusters Score -2.136002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162893 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21360026.000000 Penalty: 5958.542969
	Iteration 93Q: 3 clusters Score -2.136003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21360016.000000 Penalty: 5958.542969
	Iteration 94Q: 3 clusters Score -2.136002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162904 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21360016.000000 Penalty: 5958.542969
	Iteration 95Q: 3 clusters Score -2.136002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21360008.000000 Penalty: 5958.542969
	Iteration 96Q: 3 clusters Score -2.136001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21360026.000000 Penalty: 5958.542969
	Iteration 97Q: 3 clusters Score -2.136003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21360028.000000 Penalty: 5958.542969
	Iteration 98Q: 3 clusters Score -2.136003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -21360032.000000 Penalty: 5958.542969
	Iteration 99Q: 3 clusters Score -2.136003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21360058.000000 Penalty: 5958.542969
	Iteration 100F: 3 clusters Score -2.136006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21360066.000000 Penalty: 5958.542969
	Iteration 101Q: 3 clusters Score -2.136007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -21360060.000000 Penalty: 5958.542969
	Iteration 102Q: 3 clusters Score -2.136006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162949 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -21360066.000000 Penalty: 5958.542969
	Iteration 103Q: 3 clusters Score -2.136007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21360070.000000 Penalty: 5958.542969
	Iteration 104Q: 3 clusters Score -2.136007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -21360072.000000 Penalty: 5958.542969
	Iteration 105Q: 3 clusters Score -2.136007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21360070.000000 Penalty: 5958.542969
	Iteration 106Q: 3 clusters Score -2.136007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21360080.000000 Penalty: 5958.542969
	Iteration 107Q: 3 clusters Score -2.136008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21360088.000000 Penalty: 5958.542969
	Iteration 108Q: 3 clusters Score -2.136009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162962 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21360086.000000 Penalty: 5958.542969
	Iteration 109Q: 3 clusters Score -2.136009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162962 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21360086.000000 Penalty: 5958.542969
	Iteration 110F: 3 clusters Score -2.136009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Entering Unmasked Estep 
Score: -8908007.000000 Penalty: 2769.060059
	Iteration 0F: 2 clusters Score -8908007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8860612.000000 Penalty: 5538.120117
	Iteration 0F: 3 clusters Score -8860612 nChanged 33042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -8879050.000000 Penalty: 5538.120117
	Iteration 1F: 3 clusters Score -8879050 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -8879550.000000 Penalty: 5538.120117
	Iteration 2Q: 3 clusters Score -8879550 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -8879956.000000 Penalty: 5538.120117
	Iteration 3Q: 3 clusters Score -8879956 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -8880385.000000 Penalty: 5538.120117
	Iteration 4Q: 3 clusters Score -8880385 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -8880817.000000 Penalty: 5538.120117
	Iteration 5Q: 3 clusters Score -8880817 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -8881419.000000 Penalty: 5538.120117
	Iteration 6Q: 3 clusters Score -8881419 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -8882420.000000 Penalty: 5538.120117
	Iteration 7Q: 3 clusters Score -8882420 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8884131.000000 Penalty: 5538.120117
	Iteration 8Q: 3 clusters Score -8884131 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -8886904.000000 Penalty: 5538.120117
	Iteration 9F: 3 clusters Score -8886904 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -8891188.000000 Penalty: 5538.120117
	Iteration 10F: 3 clusters Score -8891188 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8896421.000000 Penalty: 5538.120117
	Iteration 11F: 3 clusters Score -8896421 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -8900916.000000 Penalty: 5538.120117
	Iteration 12F: 3 clusters Score -8900916 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8903551.000000 Penalty: 5538.120117
	Iteration 13Q: 3 clusters Score -8903551 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8904705.000000 Penalty: 5538.120117
	Iteration 14Q: 3 clusters Score -8904705 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8905188.000000 Penalty: 5538.120117
	Iteration 15Q: 3 clusters Score -8905188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8905367.000000 Penalty: 5538.120117
	Iteration 16Q: 3 clusters Score -8905367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8905456.000000 Penalty: 5538.120117
	Iteration 17Q: 3 clusters Score -8905456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8905498.000000 Penalty: 5538.120117
	Iteration 18Q: 3 clusters Score -8905498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8905527.000000 Penalty: 5538.120117
	Iteration 19Q: 3 clusters Score -8905527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8905549.000000 Penalty: 5538.120117
	Iteration 20F: 3 clusters Score -8905549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8905570.000000 Penalty: 5538.120117
	Iteration 21Q: 3 clusters Score -8905570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8905580.000000 Penalty: 5538.120117
	Iteration 22Q: 3 clusters Score -8905580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8905588.000000 Penalty: 5538.120117
	Iteration 23Q: 3 clusters Score -8905588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8905589.000000 Penalty: 5538.120117
	Iteration 24Q: 3 clusters Score -8905589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8905589.000000 Penalty: 5538.120117
	Iteration 25F: 3 clusters Score -8905589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Entering Unmasked Estep 
Score: -10894746.000000 Penalty: 2812.396729
	Iteration 0F: 2 clusters Score -1.089475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -10838571.000000 Penalty: 5624.793457
	Iteration 0F: 3 clusters Score -1.083857e+07 nChanged 39647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -10861182.000000 Penalty: 5624.793457
	Iteration 1F: 3 clusters Score -1.086118e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -10861840.000000 Penalty: 5624.793457
	Iteration 2Q: 3 clusters Score -1.086184e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -10862588.000000 Penalty: 5624.793457
	Iteration 3Q: 3 clusters Score -1.086259e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -10863606.000000 Penalty: 5624.793457
	Iteration 4Q: 3 clusters Score -1.086361e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -10865095.000000 Penalty: 5624.793457
	Iteration 5Q: 3 clusters Score -1.08651e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -10867217.000000 Penalty: 5624.793457
	Iteration 6Q: 3 clusters Score -1.086722e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -10870190.000000 Penalty: 5624.793457
	Iteration 7F: 3 clusters Score -1.087019e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10873969.000000 Penalty: 5624.793457
	Iteration 8F: 3 clusters Score -1.087397e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -10877760.000000 Penalty: 5624.793457
	Iteration 9F: 3 clusters Score -1.087776e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -10880723.000000 Penalty: 5624.793457
	Iteration 10F: 3 clusters Score -1.088072e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -10882893.000000 Penalty: 5624.793457
	Iteration 11Q: 3 clusters Score -1.088289e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -10884207.000000 Penalty: 5624.793457
	Iteration 12Q: 3 clusters Score -1.088421e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -10885096.000000 Penalty: 5624.793457
	Iteration 13Q: 3 clusters Score -1.08851e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -10885856.000000 Penalty: 5624.793457
	Iteration 14Q: 3 clusters Score -1.088586e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -10886376.000000 Penalty: 5624.793457
	Iteration 15Q: 3 clusters Score -1.088638e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -10886837.000000 Penalty: 5624.793457
	Iteration 16Q: 3 clusters Score -1.088684e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -10887273.000000 Penalty: 5624.793457
	Iteration 17Q: 3 clusters Score -1.088727e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -10887638.000000 Penalty: 5624.793457
	Iteration 18Q: 3 clusters Score -1.088764e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -10887993.000000 Penalty: 5624.793457
	Iteration 19Q: 3 clusters Score -1.088799e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -10888334.000000 Penalty: 5624.793457
	Iteration 20F: 3 clusters Score -1.088833e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -10888650.000000 Penalty: 5624.793457
	Iteration 21Q: 3 clusters Score -1.088865e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -10888864.000000 Penalty: 5624.793457
	Iteration 22Q: 3 clusters Score -1.088886e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10889150.000000 Penalty: 5624.793457
	Iteration 23Q: 3 clusters Score -1.088915e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -10889381.000000 Penalty: 5624.793457
	Iteration 24Q: 3 clusters Score -1.088938e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -10889655.000000 Penalty: 5624.793457
	Iteration 25Q: 3 clusters Score -1.088966e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -10889807.000000 Penalty: 5624.793457
	Iteration 26Q: 3 clusters Score -1.088981e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -10889988.000000 Penalty: 5624.793457
	Iteration 27Q: 3 clusters Score -1.088999e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -10890177.000000 Penalty: 5624.793457
	Iteration 28Q: 3 clusters Score -1.089018e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -10890383.000000 Penalty: 5624.793457
	Iteration 29Q: 3 clusters Score -1.089038e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -10890571.000000 Penalty: 5624.793457
	Iteration 30Q: 3 clusters Score -1.089057e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10890698.000000 Penalty: 5624.793457
	Iteration 31Q: 3 clusters Score -1.08907e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -10890876.000000 Penalty: 5624.793457
	Iteration 32Q: 3 clusters Score -1.089088e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -10891044.000000 Penalty: 5624.793457
	Iteration 33Q: 3 clusters Score -1.089104e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -10891201.000000 Penalty: 5624.793457
	Iteration 34Q: 3 clusters Score -1.08912e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -10891306.000000 Penalty: 5624.793457
	Iteration 35Q: 3 clusters Score -1.089131e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -10891410.000000 Penalty: 5624.793457
	Iteration 36Q: 3 clusters Score -1.089141e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10891514.000000 Penalty: 5624.793457
	Iteration 37Q: 3 clusters Score -1.089151e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -10891595.000000 Penalty: 5624.793457
	Iteration 38Q: 3 clusters Score -1.08916e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10891663.000000 Penalty: 5624.793457
	Iteration 39Q: 3 clusters Score -1.089166e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -10891714.000000 Penalty: 5624.793457
	Iteration 40F: 3 clusters Score -1.089171e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10891797.000000 Penalty: 5624.793457
	Iteration 41Q: 3 clusters Score -1.08918e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10891876.000000 Penalty: 5624.793457
	Iteration 42Q: 3 clusters Score -1.089188e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -10891924.000000 Penalty: 5624.793457
	Iteration 43Q: 3 clusters Score -1.089192e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10891938.000000 Penalty: 5624.793457
	Iteration 44Q: 3 clusters Score -1.089194e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10891997.000000 Penalty: 5624.793457
	Iteration 45Q: 3 clusters Score -1.0892e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10892017.000000 Penalty: 5624.793457
	Iteration 46Q: 3 clusters Score -1.089202e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10892040.000000 Penalty: 5624.793457
	Iteration 47Q: 3 clusters Score -1.089204e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10892054.000000 Penalty: 5624.793457
	Iteration 48Q: 3 clusters Score -1.089205e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10892086.000000 Penalty: 5624.793457
	Iteration 49Q: 3 clusters Score -1.089209e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10892117.000000 Penalty: 5624.793457
	Iteration 50Q: 3 clusters Score -1.089212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10892134.000000 Penalty: 5624.793457
	Iteration 51Q: 3 clusters Score -1.089213e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10892142.000000 Penalty: 5624.793457
	Iteration 52Q: 3 clusters Score -1.089214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10892165.000000 Penalty: 5624.793457
	Iteration 53Q: 3 clusters Score -1.089216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10892194.000000 Penalty: 5624.793457
	Iteration 54Q: 3 clusters Score -1.089219e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10892206.000000 Penalty: 5624.793457
	Iteration 55Q: 3 clusters Score -1.089221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10892225.000000 Penalty: 5624.793457
	Iteration 56Q: 3 clusters Score -1.089222e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10892233.000000 Penalty: 5624.793457
	Iteration 57Q: 3 clusters Score -1.089223e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10892250.000000 Penalty: 5624.793457
	Iteration 58Q: 3 clusters Score -1.089225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10892254.000000 Penalty: 5624.793457
	Iteration 59Q: 3 clusters Score -1.089225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10892259.000000 Penalty: 5624.793457
	Iteration 60F: 3 clusters Score -1.089226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10892269.000000 Penalty: 5624.793457
	Iteration 61Q: 3 clusters Score -1.089227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10892287.000000 Penalty: 5624.793457
	Iteration 62Q: 3 clusters Score -1.089229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10892296.000000 Penalty: 5624.793457
	Iteration 63Q: 3 clusters Score -1.08923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10892292.000000 Penalty: 5624.793457
	Iteration 64Q: 3 clusters Score -1.089229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10892307.000000 Penalty: 5624.793457
	Iteration 65Q: 3 clusters Score -1.089231e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10892331.000000 Penalty: 5624.793457
	Iteration 66Q: 3 clusters Score -1.089233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10892336.000000 Penalty: 5624.793457
	Iteration 67Q: 3 clusters Score -1.089234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10892340.000000 Penalty: 5624.793457
	Iteration 68Q: 3 clusters Score -1.089234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10892348.000000 Penalty: 5624.793457
	Iteration 69Q: 3 clusters Score -1.089235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10892356.000000 Penalty: 5624.793457
	Iteration 70Q: 3 clusters Score -1.089236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10892357.000000 Penalty: 5624.793457
	Iteration 71Q: 3 clusters Score -1.089236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10892373.000000 Penalty: 5624.793457
	Iteration 72Q: 3 clusters Score -1.089237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10892359.000000 Penalty: 5624.793457
	Iteration 73Q: 3 clusters Score -1.089236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10892383.000000 Penalty: 5624.793457
	Iteration 74Q: 3 clusters Score -1.089238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10892386.000000 Penalty: 5624.793457
	Iteration 75Q: 3 clusters Score -1.089239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10892400.000000 Penalty: 5624.793457
	Iteration 76Q: 3 clusters Score -1.08924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10892416.000000 Penalty: 5624.793457
	Iteration 77Q: 3 clusters Score -1.089242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10892409.000000 Penalty: 5624.793457
	Iteration 78Q: 3 clusters Score -1.089241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10892415.000000 Penalty: 5624.793457
	Iteration 79Q: 3 clusters Score -1.089242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10892426.000000 Penalty: 5624.793457
	Iteration 80F: 3 clusters Score -1.089243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10892430.000000 Penalty: 5624.793457
	Iteration 81Q: 3 clusters Score -1.089243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10892429.000000 Penalty: 5624.793457
	Iteration 82Q: 3 clusters Score -1.089243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10892427.000000 Penalty: 5624.793457
	Iteration 83Q: 3 clusters Score -1.089243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10892432.000000 Penalty: 5624.793457
	Iteration 84Q: 3 clusters Score -1.089243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10892429.000000 Penalty: 5624.793457
	Iteration 85Q: 3 clusters Score -1.089243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10892434.000000 Penalty: 5624.793457
	Iteration 86Q: 3 clusters Score -1.089243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10892442.000000 Penalty: 5624.793457
	Iteration 87Q: 3 clusters Score -1.089244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10892443.000000 Penalty: 5624.793457
	Iteration 88Q: 3 clusters Score -1.089244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10892443.000000 Penalty: 5624.793457
	Iteration 89F: 3 clusters Score -1.089244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -352397.281250 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -352397.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -349315.843750 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -349315.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349874.750000 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -349874.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -350055.031250 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -350055 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -350144.250000 Penalty: 3905.115723
	Iteration 3Q: 3 clusters Score -350144.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -350205.906250 Penalty: 3905.115723
	Iteration 4Q: 3 clusters Score -350205.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -350252.531250 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -350252.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -350294.062500 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -350294.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350324.125000 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -350324.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350343.750000 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -350343.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -350357.843750 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -350357.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -350370.187500 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -350370.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -350380.875000 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -350380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -350387.781250 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -350387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -350389.593750 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -350389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -350392.000000 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -350392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -350394.250000 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -350394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -350395.625000 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -350395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350396.656250 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -350396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350396.968750 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -350397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -350399.000000 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -350399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350400.437500 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -350400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -350400.406250 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -350400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350400.156250 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -350400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350400.156250 Penalty: 3905.115723
	Iteration 23F: 3 clusters Score -350400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -132563.625000 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -132563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130621.187500 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -130621.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131067.976562 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -131068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131189.593750 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -131189.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131278.234375 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -131278.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131339.187500 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -131339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131392.453125 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -131392.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131441.906250 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -131441.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131524.250000 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -131524.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -131592.390625 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -131592.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131636.734375 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -131636.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -131675.562500 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -131675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -131705.875000 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -131705.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -131738.484375 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -131738.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131783.171875 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -131783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -131818.625000 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -131818.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -131854.546875 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -131854.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -131896.296875 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -131896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -131940.828125 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -131940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -131973.515625 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -131973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131984.546875 Penalty: 3485.988037
	Iteration 19Q: 3 clusters Score -131984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -132092.671875 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -132092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -132252.671875 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -132252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132290.109375 Penalty: 3485.988037
	Iteration 22Q: 3 clusters Score -132290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132294.859375 Penalty: 3485.988037
	Iteration 23Q: 3 clusters Score -132294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -132300.375000 Penalty: 3485.988037
	Iteration 24Q: 3 clusters Score -132300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -132303.625000 Penalty: 3485.988037
	Iteration 25Q: 3 clusters Score -132303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -132307.406250 Penalty: 3485.988037
	Iteration 26Q: 3 clusters Score -132307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -132307.406250 Penalty: 3485.988037
	Iteration 27F: 3 clusters Score -132307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Entering Unmasked Estep 
Score: -1170313.375000 Penalty: 2272.797363
	Iteration 0F: 2 clusters Score -1170313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1162860.625000 Penalty: 4545.594727
	Iteration 0F: 3 clusters Score -1162861 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1165153.375000 Penalty: 4545.594727
	Iteration 1F: 3 clusters Score -1165153 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1165469.125000 Penalty: 4545.594727
	Iteration 2F: 3 clusters Score -1165469 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1165698.500000 Penalty: 4545.594727
	Iteration 3Q: 3 clusters Score -1165698 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1165916.625000 Penalty: 4545.594727
	Iteration 4Q: 3 clusters Score -1165917 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1166140.500000 Penalty: 4545.594727
	Iteration 5Q: 3 clusters Score -1166140 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1166392.750000 Penalty: 4545.594727
	Iteration 6Q: 3 clusters Score -1166393 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1166712.875000 Penalty: 4545.594727
	Iteration 7Q: 3 clusters Score -1166713 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1167169.875000 Penalty: 4545.594727
	Iteration 8F: 3 clusters Score -1167170 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1167712.625000 Penalty: 4545.594727
	Iteration 9F: 3 clusters Score -1167713 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1168309.125000 Penalty: 4545.594727
	Iteration 10F: 3 clusters Score -1168309 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1168695.500000 Penalty: 4545.594727
	Iteration 11Q: 3 clusters Score -1168696 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1168912.625000 Penalty: 4545.594727
	Iteration 12Q: 3 clusters Score -1168913 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1169048.500000 Penalty: 4545.594727
	Iteration 13Q: 3 clusters Score -1169048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1169138.000000 Penalty: 4545.594727
	Iteration 14Q: 3 clusters Score -1169138 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1169203.625000 Penalty: 4545.594727
	Iteration 15Q: 3 clusters Score -1169204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1169251.500000 Penalty: 4545.594727
	Iteration 16Q: 3 clusters Score -1169252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1169290.375000 Penalty: 4545.594727
	Iteration 17Q: 3 clusters Score -1169290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1169329.125000 Penalty: 4545.594727
	Iteration 18Q: 3 clusters Score -1169329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1169359.875000 Penalty: 4545.594727
	Iteration 19Q: 3 clusters Score -1169360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1169386.250000 Penalty: 4545.594727
	Iteration 20F: 3 clusters Score -1169386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1169409.875000 Penalty: 4545.594727
	Iteration 21Q: 3 clusters Score -1169410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1169433.500000 Penalty: 4545.594727
	Iteration 22Q: 3 clusters Score -1169434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1169453.375000 Penalty: 4545.594727
	Iteration 23Q: 3 clusters Score -1169453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1169475.375000 Penalty: 4545.594727
	Iteration 24Q: 3 clusters Score -1169475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1169493.000000 Penalty: 4545.594727
	Iteration 25Q: 3 clusters Score -1169493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1169509.250000 Penalty: 4545.594727
	Iteration 26Q: 3 clusters Score -1169509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1169536.250000 Penalty: 4545.594727
	Iteration 27Q: 3 clusters Score -1169536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1169577.375000 Penalty: 4545.594727
	Iteration 28Q: 3 clusters Score -1169577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1169618.625000 Penalty: 4545.594727
	Iteration 29Q: 3 clusters Score -1169619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1169661.500000 Penalty: 4545.594727
	Iteration 30Q: 3 clusters Score -1169662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1169710.000000 Penalty: 4545.594727
	Iteration 31Q: 3 clusters Score -1169710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1169767.500000 Penalty: 4545.594727
	Iteration 32Q: 3 clusters Score -1169768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1169838.125000 Penalty: 4545.594727
	Iteration 33Q: 3 clusters Score -1169838 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1169907.875000 Penalty: 4545.594727
	Iteration 34Q: 3 clusters Score -1169908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1170002.000000 Penalty: 4545.594727
	Iteration 35Q: 3 clusters Score -1170002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1170119.250000 Penalty: 4545.594727
	Iteration 36Q: 3 clusters Score -1170119 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1170239.875000 Penalty: 4545.594727
	Iteration 37Q: 3 clusters Score -1170240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1170346.375000 Penalty: 4545.594727
	Iteration 38Q: 3 clusters Score -1170346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1170464.500000 Penalty: 4545.594727
	Iteration 39Q: 3 clusters Score -1170464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1170602.125000 Penalty: 4545.594727
	Iteration 40F: 3 clusters Score -1170602 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1170731.000000 Penalty: 4545.594727
	Iteration 41Q: 3 clusters Score -1170731 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1170851.875000 Penalty: 4545.594727
	Iteration 42Q: 3 clusters Score -1170852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1170953.375000 Penalty: 4545.594727
	Iteration 43Q: 3 clusters Score -1170953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1171016.875000 Penalty: 4545.594727
	Iteration 44Q: 3 clusters Score -1171017 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1171062.375000 Penalty: 4545.594727
	Iteration 45Q: 3 clusters Score -1171062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1171097.250000 Penalty: 4545.594727
	Iteration 46Q: 3 clusters Score -1171097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1171120.500000 Penalty: 4545.594727
	Iteration 47Q: 3 clusters Score -1171120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1171142.375000 Penalty: 4545.594727
	Iteration 48Q: 3 clusters Score -1171142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1171155.375000 Penalty: 4545.594727
	Iteration 49Q: 3 clusters Score -1171155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1171172.125000 Penalty: 4545.594727
	Iteration 50Q: 3 clusters Score -1171172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1171177.875000 Penalty: 4545.594727
	Iteration 51Q: 3 clusters Score -1171178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1171182.375000 Penalty: 4545.594727
	Iteration 52Q: 3 clusters Score -1171182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1171192.250000 Penalty: 4545.594727
	Iteration 53Q: 3 clusters Score -1171192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1171195.500000 Penalty: 4545.594727
	Iteration 54Q: 3 clusters Score -1171196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1171196.375000 Penalty: 4545.594727
	Iteration 55Q: 3 clusters Score -1171196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1171198.125000 Penalty: 4545.594727
	Iteration 56Q: 3 clusters Score -1171198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1171199.375000 Penalty: 4545.594727
	Iteration 57Q: 3 clusters Score -1171199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1171200.750000 Penalty: 4545.594727
	Iteration 58Q: 3 clusters Score -1171201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1171200.750000 Penalty: 4545.594727
	Iteration 59F: 3 clusters Score -1171201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178568 members 
Mstep: Class 3 contains 197237 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 164916 members 
Mstep: Class 8 contains 70655 members 
Mstep: Class 9 contains 84146 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 138098 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 23 contains 65628 members 
Mstep: Class 24 contains 156012 members 
Entering Unmasked Estep 
Score: -138539968.000000 Penalty: 72410.773438
Splitting cluster 14 changes total score from -138535504.000000 to -138539968.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 16 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -208018.765625 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -208018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -205644.343750 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -205644.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -206045.078125 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -206045.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206159.531250 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -206159.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -206220.406250 Penalty: 3660.606934
	Iteration 3Q: 3 clusters Score -206220.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206243.656250 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -206243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206257.375000 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -206257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206269.312500 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -206269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206276.906250 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -206276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -206280.859375 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -206280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206283.312500 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -206283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206285.062500 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -206285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206286.468750 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -206286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206286.921875 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -206286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206287.843750 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -206287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206289.281250 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -206289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206290.437500 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -206290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206291.828125 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -206291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206292.812500 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -206292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206293.515625 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -206293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206293.828125 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -206293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206293.828125 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -206293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -637511.500000 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -637511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -632953.687500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -632953.7 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -634079.687500 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -634079.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -634254.562500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -634254.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -634365.312500 Penalty: 4243.886230
	Iteration 3Q: 3 clusters Score -634365.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -634470.937500 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -634470.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -634584.312500 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -634584.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -634719.562500 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -634719.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -634851.500000 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -634851.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -634999.000000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -634999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -635152.187500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -635152.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -635323.937500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -635323.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -635498.375000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -635498.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -635640.375000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -635640.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -635774.625000 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -635774.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -635868.812500 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -635868.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -635941.312500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -635941.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -636002.687500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -636002.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -636038.625000 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -636038.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -636061.062500 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -636061.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -636088.187500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -636088.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -636106.375000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -636106.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -636122.625000 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -636122.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -636133.375000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -636133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -636140.687500 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -636140.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -636149.625000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -636149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -636157.375000 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -636157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -636163.375000 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -636163.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -636171.375000 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -636171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -636178.187500 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -636178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -636185.250000 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -636185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -636188.437500 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -636188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -636191.187500 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -636191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -636198.312500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -636198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -636203.250000 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -636203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -636205.875000 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -636205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -636209.812500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -636209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -636209.625000 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -636209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -636209.625000 Penalty: 4243.886230
	Iteration 37F: 3 clusters Score -636209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Entering Unmasked Estep 
Score: -17902344.000000 Penalty: 2935.258301
	Iteration 0F: 2 clusters Score -1.790234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -17810922.000000 Penalty: 5870.516602
	Iteration 0F: 3 clusters Score -1.781092e+07 nChanged 65511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -17849282.000000 Penalty: 5870.516602
	Iteration 1F: 3 clusters Score -1.784928e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -17851126.000000 Penalty: 5870.516602
	Iteration 2Q: 3 clusters Score -1.785113e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -17853444.000000 Penalty: 5870.516602
	Iteration 3Q: 3 clusters Score -1.785344e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -17856868.000000 Penalty: 5870.516602
	Iteration 4Q: 3 clusters Score -1.785687e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -17861464.000000 Penalty: 5870.516602
	Iteration 5F: 3 clusters Score -1.786146e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -17867834.000000 Penalty: 5870.516602
	Iteration 6F: 3 clusters Score -1.786783e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -17874976.000000 Penalty: 5870.516602
	Iteration 7F: 3 clusters Score -1.787498e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -17880446.000000 Penalty: 5870.516602
	Iteration 8F: 3 clusters Score -1.788045e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -17883020.000000 Penalty: 5870.516602
	Iteration 9Q: 3 clusters Score -1.788302e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -17884090.000000 Penalty: 5870.516602
	Iteration 10Q: 3 clusters Score -1.788409e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -17884640.000000 Penalty: 5870.516602
	Iteration 11Q: 3 clusters Score -1.788464e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -17885118.000000 Penalty: 5870.516602
	Iteration 12Q: 3 clusters Score -1.788512e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -17885494.000000 Penalty: 5870.516602
	Iteration 13Q: 3 clusters Score -1.788549e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -17886104.000000 Penalty: 5870.516602
	Iteration 14Q: 3 clusters Score -1.78861e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -17886614.000000 Penalty: 5870.516602
	Iteration 15Q: 3 clusters Score -1.788661e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -17887086.000000 Penalty: 5870.516602
	Iteration 16Q: 3 clusters Score -1.788709e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -17887656.000000 Penalty: 5870.516602
	Iteration 17Q: 3 clusters Score -1.788766e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -17888160.000000 Penalty: 5870.516602
	Iteration 18Q: 3 clusters Score -1.788816e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -17888568.000000 Penalty: 5870.516602
	Iteration 19Q: 3 clusters Score -1.788857e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -17889084.000000 Penalty: 5870.516602
	Iteration 20F: 3 clusters Score -1.788908e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -17889566.000000 Penalty: 5870.516602
	Iteration 21Q: 3 clusters Score -1.788957e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -17890104.000000 Penalty: 5870.516602
	Iteration 22Q: 3 clusters Score -1.78901e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -17890500.000000 Penalty: 5870.516602
	Iteration 23Q: 3 clusters Score -1.78905e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -17891054.000000 Penalty: 5870.516602
	Iteration 24Q: 3 clusters Score -1.789105e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -17891522.000000 Penalty: 5870.516602
	Iteration 25Q: 3 clusters Score -1.789152e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 104334 members 
Entering Unmasked Estep 
Score: -17892088.000000 Penalty: 5870.516602
	Iteration 26Q: 3 clusters Score -1.789209e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -17892516.000000 Penalty: 5870.516602
	Iteration 27Q: 3 clusters Score -1.789252e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -17892970.000000 Penalty: 5870.516602
	Iteration 28Q: 3 clusters Score -1.789297e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -17893484.000000 Penalty: 5870.516602
	Iteration 29Q: 3 clusters Score -1.789348e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -17893850.000000 Penalty: 5870.516602
	Iteration 30Q: 3 clusters Score -1.789385e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -17894374.000000 Penalty: 5870.516602
	Iteration 31Q: 3 clusters Score -1.789437e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -17894848.000000 Penalty: 5870.516602
	Iteration 32Q: 3 clusters Score -1.789485e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -17895358.000000 Penalty: 5870.516602
	Iteration 33Q: 3 clusters Score -1.789536e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -17895760.000000 Penalty: 5870.516602
	Iteration 34Q: 3 clusters Score -1.789576e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 119562 members 
Entering Unmasked Estep 
Score: -17896224.000000 Penalty: 5870.516602
	Iteration 35Q: 3 clusters Score -1.789622e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -17896564.000000 Penalty: 5870.516602
	Iteration 36Q: 3 clusters Score -1.789656e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 122364 members 
Entering Unmasked Estep 
Score: -17896920.000000 Penalty: 5870.516602
	Iteration 37Q: 3 clusters Score -1.789692e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -17897274.000000 Penalty: 5870.516602
	Iteration 38Q: 3 clusters Score -1.789727e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -17897598.000000 Penalty: 5870.516602
	Iteration 39Q: 3 clusters Score -1.78976e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -17897904.000000 Penalty: 5870.516602
	Iteration 40F: 3 clusters Score -1.78979e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -17898214.000000 Penalty: 5870.516602
	Iteration 41Q: 3 clusters Score -1.789821e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -17898468.000000 Penalty: 5870.516602
	Iteration 42Q: 3 clusters Score -1.789847e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 128925 members 
Entering Unmasked Estep 
Score: -17898670.000000 Penalty: 5870.516602
	Iteration 43Q: 3 clusters Score -1.789867e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 129753 members 
Entering Unmasked Estep 
Score: -17898926.000000 Penalty: 5870.516602
	Iteration 44Q: 3 clusters Score -1.789893e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -17899166.000000 Penalty: 5870.516602
	Iteration 45Q: 3 clusters Score -1.789917e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -17899352.000000 Penalty: 5870.516602
	Iteration 46Q: 3 clusters Score -1.789935e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -17899464.000000 Penalty: 5870.516602
	Iteration 47Q: 3 clusters Score -1.789946e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -17899598.000000 Penalty: 5870.516602
	Iteration 48Q: 3 clusters Score -1.78996e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -17899724.000000 Penalty: 5870.516602
	Iteration 49Q: 3 clusters Score -1.789972e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -17899864.000000 Penalty: 5870.516602
	Iteration 50Q: 3 clusters Score -1.789986e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -17899916.000000 Penalty: 5870.516602
	Iteration 51Q: 3 clusters Score -1.789992e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -17899968.000000 Penalty: 5870.516602
	Iteration 52Q: 3 clusters Score -1.789997e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -17900096.000000 Penalty: 5870.516602
	Iteration 53Q: 3 clusters Score -1.79001e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 134316 members 
Entering Unmasked Estep 
Score: -17900160.000000 Penalty: 5870.516602
	Iteration 54Q: 3 clusters Score -1.790016e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 134506 members 
Entering Unmasked Estep 
Score: -17900226.000000 Penalty: 5870.516602
	Iteration 55Q: 3 clusters Score -1.790023e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 134668 members 
Entering Unmasked Estep 
Score: -17900266.000000 Penalty: 5870.516602
	Iteration 56Q: 3 clusters Score -1.790027e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 134798 members 
Entering Unmasked Estep 
Score: -17900306.000000 Penalty: 5870.516602
	Iteration 57Q: 3 clusters Score -1.790031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -17900340.000000 Penalty: 5870.516602
	Iteration 58Q: 3 clusters Score -1.790034e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 134971 members 
Entering Unmasked Estep 
Score: -17900332.000000 Penalty: 5870.516602
	Iteration 59Q: 3 clusters Score -1.790033e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -17900344.000000 Penalty: 5870.516602
	Iteration 60F: 3 clusters Score -1.790034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -17900372.000000 Penalty: 5870.516602
	Iteration 61Q: 3 clusters Score -1.790037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 135168 members 
Entering Unmasked Estep 
Score: -17900356.000000 Penalty: 5870.516602
	Iteration 62Q: 3 clusters Score -1.790036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -17900354.000000 Penalty: 5870.516602
	Iteration 63Q: 3 clusters Score -1.790035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -17900346.000000 Penalty: 5870.516602
	Iteration 64Q: 3 clusters Score -1.790035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -17900380.000000 Penalty: 5870.516602
	Iteration 65Q: 3 clusters Score -1.790038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 135367 members 
Entering Unmasked Estep 
Score: -17900354.000000 Penalty: 5870.516602
	Iteration 66Q: 3 clusters Score -1.790035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -17900354.000000 Penalty: 5870.516602
	Iteration 67Q: 3 clusters Score -1.790035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -17900330.000000 Penalty: 5870.516602
	Iteration 68Q: 3 clusters Score -1.790033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -17900334.000000 Penalty: 5870.516602
	Iteration 69Q: 3 clusters Score -1.790033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -17900342.000000 Penalty: 5870.516602
	Iteration 70Q: 3 clusters Score -1.790034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -17900350.000000 Penalty: 5870.516602
	Iteration 71Q: 3 clusters Score -1.790035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -17900364.000000 Penalty: 5870.516602
	Iteration 72Q: 3 clusters Score -1.790036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -17900358.000000 Penalty: 5870.516602
	Iteration 73Q: 3 clusters Score -1.790036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 135591 members 
Entering Unmasked Estep 
Score: -17900350.000000 Penalty: 5870.516602
	Iteration 74Q: 3 clusters Score -1.790035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -17900350.000000 Penalty: 5870.516602
	Iteration 75Q: 3 clusters Score -1.790035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
Score: -17900350.000000 Penalty: 5870.516602
	Iteration 76Q: 3 clusters Score -1.790035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
Score: -17900346.000000 Penalty: 5870.516602
	Iteration 77Q: 3 clusters Score -1.790035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -17900354.000000 Penalty: 5870.516602
	Iteration 78Q: 3 clusters Score -1.790035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 135663 members 
Entering Unmasked Estep 
Score: -17900362.000000 Penalty: 5870.516602
	Iteration 79Q: 3 clusters Score -1.790036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 135668 members 
Entering Unmasked Estep 
Score: -17900356.000000 Penalty: 5870.516602
	Iteration 80F: 3 clusters Score -1.790036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -17900366.000000 Penalty: 5870.516602
	Iteration 81Q: 3 clusters Score -1.790037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 135677 members 
Entering Unmasked Estep 
Score: -17900368.000000 Penalty: 5870.516602
	Iteration 82Q: 3 clusters Score -1.790037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -17900376.000000 Penalty: 5870.516602
	Iteration 83Q: 3 clusters Score -1.790038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -17900388.000000 Penalty: 5870.516602
	Iteration 84Q: 3 clusters Score -1.790039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 135689 members 
Entering Unmasked Estep 
Score: -17900382.000000 Penalty: 5870.516602
	Iteration 85Q: 3 clusters Score -1.790038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -17900386.000000 Penalty: 5870.516602
	Iteration 86Q: 3 clusters Score -1.790039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 135691 members 
Entering Unmasked Estep 
Score: -17900382.000000 Penalty: 5870.516602
	Iteration 87Q: 3 clusters Score -1.790038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 135691 members 
Entering Unmasked Estep 
Score: -17900382.000000 Penalty: 5870.516602
	Iteration 88F: 3 clusters Score -1.790038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -517525.750000 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -517525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -513593.687500 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -513593.7 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -514435.656250 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -514435.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -514593.625000 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -514593.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -514695.250000 Penalty: 4114.839355
	Iteration 3Q: 3 clusters Score -514695.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -514767.812500 Penalty: 4114.839355
	Iteration 4Q: 3 clusters Score -514767.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -514827.312500 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -514827.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -514870.437500 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -514870.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -514903.437500 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -514903.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -514921.000000 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -514921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -514938.093750 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -514938.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -514950.687500 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -514950.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -514962.531250 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -514962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -514973.062500 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -514973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -514985.875000 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -514985.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -514999.593750 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -514999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -515008.406250 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -515008.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -515018.468750 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -515018.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -515029.812500 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -515029.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -515037.843750 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -515037.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -515049.718750 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -515049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -515058.156250 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -515058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -515066.281250 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -515066.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -515074.687500 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -515074.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -515080.812500 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -515080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -515086.187500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -515086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -515095.406250 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -515095.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -515103.937500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -515103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -515110.093750 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -515110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -515114.468750 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -515114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -515115.625000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -515115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -515117.500000 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -515117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -515117.625000 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -515117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -515119.031250 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -515119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -515118.718750 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -515118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -515120.281250 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -515120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -515121.750000 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -515121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -515126.562500 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -515126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -515131.750000 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -515131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -515135.281250 Penalty: 4114.839355
	Iteration 38Q: 3 clusters Score -515135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -515138.656250 Penalty: 4114.839355
	Iteration 39Q: 3 clusters Score -515138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -515142.187500 Penalty: 4114.839355
	Iteration 40F: 3 clusters Score -515142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -515143.843750 Penalty: 4114.839355
	Iteration 41Q: 3 clusters Score -515143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -515145.562500 Penalty: 4114.839355
	Iteration 42Q: 3 clusters Score -515145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -515147.843750 Penalty: 4114.839355
	Iteration 43Q: 3 clusters Score -515147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -515149.125000 Penalty: 4114.839355
	Iteration 44Q: 3 clusters Score -515149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -515153.062500 Penalty: 4114.839355
	Iteration 45Q: 3 clusters Score -515153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -515158.156250 Penalty: 4114.839355
	Iteration 46Q: 3 clusters Score -515158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -515163.218750 Penalty: 4114.839355
	Iteration 47Q: 3 clusters Score -515163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -515171.906250 Penalty: 4114.839355
	Iteration 48Q: 3 clusters Score -515171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -515176.312500 Penalty: 4114.839355
	Iteration 49Q: 3 clusters Score -515176.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -515184.656250 Penalty: 4114.839355
	Iteration 50Q: 3 clusters Score -515184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -515194.843750 Penalty: 4114.839355
	Iteration 51Q: 3 clusters Score -515194.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -515206.125000 Penalty: 4114.839355
	Iteration 52Q: 3 clusters Score -515206.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -515221.031250 Penalty: 4114.839355
	Iteration 53Q: 3 clusters Score -515221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -515237.906250 Penalty: 4114.839355
	Iteration 54Q: 3 clusters Score -515237.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -515270.093750 Penalty: 4114.839355
	Iteration 55Q: 3 clusters Score -515270.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -515306.312500 Penalty: 4114.839355
	Iteration 56Q: 3 clusters Score -515306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -515330.312500 Penalty: 4114.839355
	Iteration 57Q: 3 clusters Score -515330.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -515343.937500 Penalty: 4114.839355
	Iteration 58Q: 3 clusters Score -515343.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -515359.031250 Penalty: 4114.839355
	Iteration 59Q: 3 clusters Score -515359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -515373.781250 Penalty: 4114.839355
	Iteration 60F: 3 clusters Score -515373.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -515393.156250 Penalty: 4114.839355
	Iteration 61Q: 3 clusters Score -515393.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -515414.968750 Penalty: 4114.839355
	Iteration 62Q: 3 clusters Score -515415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -515437.968750 Penalty: 4114.839355
	Iteration 63Q: 3 clusters Score -515438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -515467.812500 Penalty: 4114.839355
	Iteration 64Q: 3 clusters Score -515467.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -515494.593750 Penalty: 4114.839355
	Iteration 65Q: 3 clusters Score -515494.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -515520.156250 Penalty: 4114.839355
	Iteration 66Q: 3 clusters Score -515520.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -515541.625000 Penalty: 4114.839355
	Iteration 67Q: 3 clusters Score -515541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -515555.625000 Penalty: 4114.839355
	Iteration 68Q: 3 clusters Score -515555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -515567.906250 Penalty: 4114.839355
	Iteration 69Q: 3 clusters Score -515567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -515577.875000 Penalty: 4114.839355
	Iteration 70Q: 3 clusters Score -515577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -515585.875000 Penalty: 4114.839355
	Iteration 71Q: 3 clusters Score -515585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -515591.312500 Penalty: 4114.839355
	Iteration 72Q: 3 clusters Score -515591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -515596.031250 Penalty: 4114.839355
	Iteration 73Q: 3 clusters Score -515596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -515606.531250 Penalty: 4114.839355
	Iteration 74Q: 3 clusters Score -515606.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -515617.468750 Penalty: 4114.839355
	Iteration 75Q: 3 clusters Score -515617.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -515627.812500 Penalty: 4114.839355
	Iteration 76Q: 3 clusters Score -515627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -515637.500000 Penalty: 4114.839355
	Iteration 77Q: 3 clusters Score -515637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -515650.593750 Penalty: 4114.839355
	Iteration 78Q: 3 clusters Score -515650.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -515661.250000 Penalty: 4114.839355
	Iteration 79Q: 3 clusters Score -515661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -515671.812500 Penalty: 4114.839355
	Iteration 80F: 3 clusters Score -515671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -515682.375000 Penalty: 4114.839355
	Iteration 81Q: 3 clusters Score -515682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -515696.187500 Penalty: 4114.839355
	Iteration 82Q: 3 clusters Score -515696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -515706.312500 Penalty: 4114.839355
	Iteration 83Q: 3 clusters Score -515706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -515715.906250 Penalty: 4114.839355
	Iteration 84Q: 3 clusters Score -515715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -515724.937500 Penalty: 4114.839355
	Iteration 85Q: 3 clusters Score -515724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -515731.031250 Penalty: 4114.839355
	Iteration 86Q: 3 clusters Score -515731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -515739.750000 Penalty: 4114.839355
	Iteration 87Q: 3 clusters Score -515739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -515748.093750 Penalty: 4114.839355
	Iteration 88Q: 3 clusters Score -515748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -515755.031250 Penalty: 4114.839355
	Iteration 89Q: 3 clusters Score -515755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -515761.812500 Penalty: 4114.839355
	Iteration 90Q: 3 clusters Score -515761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -515767.156250 Penalty: 4114.839355
	Iteration 91Q: 3 clusters Score -515767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -515771.656250 Penalty: 4114.839355
	Iteration 92Q: 3 clusters Score -515771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -515775.531250 Penalty: 4114.839355
	Iteration 93Q: 3 clusters Score -515775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -515779.687500 Penalty: 4114.839355
	Iteration 94Q: 3 clusters Score -515779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -515781.000000 Penalty: 4114.839355
	Iteration 95Q: 3 clusters Score -515781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -515781.000000 Penalty: 4114.839355
	Iteration 96F: 3 clusters Score -515781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Entering Unmasked Estep 
Score: -8488080.000000 Penalty: 2750.755859
	Iteration 0F: 2 clusters Score -8488080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8444075.000000 Penalty: 5501.511719
	Iteration 0F: 3 clusters Score -8444075 nChanged 30545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -8461651.000000 Penalty: 5501.511719
	Iteration 1F: 3 clusters Score -8461651 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -8462463.000000 Penalty: 5501.511719
	Iteration 2Q: 3 clusters Score -8462463 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -8463600.000000 Penalty: 5501.511719
	Iteration 3Q: 3 clusters Score -8463600 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -8465273.000000 Penalty: 5501.511719
	Iteration 4F: 3 clusters Score -8465273 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8467960.000000 Penalty: 5501.511719
	Iteration 5F: 3 clusters Score -8467960 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -8471680.000000 Penalty: 5501.511719
	Iteration 6F: 3 clusters Score -8471680 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8475915.000000 Penalty: 5501.511719
	Iteration 7F: 3 clusters Score -8475915 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -8479822.000000 Penalty: 5501.511719
	Iteration 8F: 3 clusters Score -8479822 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8482631.000000 Penalty: 5501.511719
	Iteration 9Q: 3 clusters Score -8482631 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8484378.000000 Penalty: 5501.511719
	Iteration 10Q: 3 clusters Score -8484378 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8485364.000000 Penalty: 5501.511719
	Iteration 11Q: 3 clusters Score -8485364 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8485832.000000 Penalty: 5501.511719
	Iteration 12Q: 3 clusters Score -8485832 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8486037.000000 Penalty: 5501.511719
	Iteration 13Q: 3 clusters Score -8486037 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8486148.000000 Penalty: 5501.511719
	Iteration 14Q: 3 clusters Score -8486148 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8486206.000000 Penalty: 5501.511719
	Iteration 15Q: 3 clusters Score -8486206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8486255.000000 Penalty: 5501.511719
	Iteration 16Q: 3 clusters Score -8486255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8486282.000000 Penalty: 5501.511719
	Iteration 17Q: 3 clusters Score -8486282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8486291.000000 Penalty: 5501.511719
	Iteration 18Q: 3 clusters Score -8486291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8486308.000000 Penalty: 5501.511719
	Iteration 19Q: 3 clusters Score -8486308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8486308.000000 Penalty: 5501.511719
	Iteration 20F: 3 clusters Score -8486308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8486316.000000 Penalty: 5501.511719
	Iteration 21Q: 3 clusters Score -8486316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8486313.000000 Penalty: 5501.511719
	Iteration 22Q: 3 clusters Score -8486313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8486319.000000 Penalty: 5501.511719
	Iteration 23Q: 3 clusters Score -8486319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8486331.000000 Penalty: 5501.511719
	Iteration 24Q: 3 clusters Score -8486331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8486326.000000 Penalty: 5501.511719
	Iteration 25Q: 3 clusters Score -8486326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8486329.000000 Penalty: 5501.511719
	Iteration 26Q: 3 clusters Score -8486329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8486323.000000 Penalty: 5501.511719
	Iteration 27Q: 3 clusters Score -8486323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8486324.000000 Penalty: 5501.511719
	Iteration 28Q: 3 clusters Score -8486324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8486322.000000 Penalty: 5501.511719
	Iteration 29Q: 3 clusters Score -8486322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8486323.000000 Penalty: 5501.511719
	Iteration 30Q: 3 clusters Score -8486323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8486328.000000 Penalty: 5501.511719
	Iteration 31Q: 3 clusters Score -8486328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8486334.000000 Penalty: 5501.511719
	Iteration 32Q: 3 clusters Score -8486334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8486337.000000 Penalty: 5501.511719
	Iteration 33Q: 3 clusters Score -8486337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8486337.000000 Penalty: 5501.511719
	Iteration 34F: 3 clusters Score -8486337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (156012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Entering Unmasked Estep 
Score: -20172528.000000 Penalty: 2965.506592
	Iteration 0F: 2 clusters Score -2.017253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -20068752.000000 Penalty: 5931.013184
	Iteration 0F: 3 clusters Score -2.006875e+07 nChanged 74389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -20112730.000000 Penalty: 5931.013184
	Iteration 1F: 3 clusters Score -2.011273e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -20114986.000000 Penalty: 5931.013184
	Iteration 2Q: 3 clusters Score -2.011499e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -20118938.000000 Penalty: 5931.013184
	Iteration 3Q: 3 clusters Score -2.011894e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -20125744.000000 Penalty: 5931.013184
	Iteration 4F: 3 clusters Score -2.012574e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -20136208.000000 Penalty: 5931.013184
	Iteration 5F: 3 clusters Score -2.013621e+07 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -20149746.000000 Penalty: 5931.013184
	Iteration 6F: 3 clusters Score -2.014975e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -20160966.000000 Penalty: 5931.013184
	Iteration 7F: 3 clusters Score -2.016097e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -20166496.000000 Penalty: 5931.013184
	Iteration 8Q: 3 clusters Score -2.01665e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20168658.000000 Penalty: 5931.013184
	Iteration 9Q: 3 clusters Score -2.016866e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154931 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20169464.000000 Penalty: 5931.013184
	Iteration 10Q: 3 clusters Score -2.016946e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20169774.000000 Penalty: 5931.013184
	Iteration 11Q: 3 clusters Score -2.016977e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -20169908.000000 Penalty: 5931.013184
	Iteration 12Q: 3 clusters Score -2.016991e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20169978.000000 Penalty: 5931.013184
	Iteration 13Q: 3 clusters Score -2.016998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20170032.000000 Penalty: 5931.013184
	Iteration 14Q: 3 clusters Score -2.017003e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20170076.000000 Penalty: 5931.013184
	Iteration 15Q: 3 clusters Score -2.017008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20170100.000000 Penalty: 5931.013184
	Iteration 16Q: 3 clusters Score -2.01701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20170106.000000 Penalty: 5931.013184
	Iteration 17Q: 3 clusters Score -2.017011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20170130.000000 Penalty: 5931.013184
	Iteration 18Q: 3 clusters Score -2.017013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20170128.000000 Penalty: 5931.013184
	Iteration 19Q: 3 clusters Score -2.017013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20170132.000000 Penalty: 5931.013184
	Iteration 20F: 3 clusters Score -2.017013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20170158.000000 Penalty: 5931.013184
	Iteration 21Q: 3 clusters Score -2.017016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170172.000000 Penalty: 5931.013184
	Iteration 22Q: 3 clusters Score -2.017017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20170152.000000 Penalty: 5931.013184
	Iteration 23Q: 3 clusters Score -2.017015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20170174.000000 Penalty: 5931.013184
	Iteration 24Q: 3 clusters Score -2.017017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20170168.000000 Penalty: 5931.013184
	Iteration 25Q: 3 clusters Score -2.017017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20170206.000000 Penalty: 5931.013184
	Iteration 26Q: 3 clusters Score -2.017021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20170218.000000 Penalty: 5931.013184
	Iteration 27Q: 3 clusters Score -2.017022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20170226.000000 Penalty: 5931.013184
	Iteration 28Q: 3 clusters Score -2.017023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20170222.000000 Penalty: 5931.013184
	Iteration 29Q: 3 clusters Score -2.017022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20170228.000000 Penalty: 5931.013184
	Iteration 30Q: 3 clusters Score -2.017023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20170218.000000 Penalty: 5931.013184
	Iteration 31Q: 3 clusters Score -2.017022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170226.000000 Penalty: 5931.013184
	Iteration 32Q: 3 clusters Score -2.017023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20170218.000000 Penalty: 5931.013184
	Iteration 33Q: 3 clusters Score -2.017022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20170212.000000 Penalty: 5931.013184
	Iteration 34Q: 3 clusters Score -2.017021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20170234.000000 Penalty: 5931.013184
	Iteration 35Q: 3 clusters Score -2.017023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20170238.000000 Penalty: 5931.013184
	Iteration 36Q: 3 clusters Score -2.017024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20170240.000000 Penalty: 5931.013184
	Iteration 37Q: 3 clusters Score -2.017024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20170232.000000 Penalty: 5931.013184
	Iteration 38Q: 3 clusters Score -2.017023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20170240.000000 Penalty: 5931.013184
	Iteration 39Q: 3 clusters Score -2.017024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20170232.000000 Penalty: 5931.013184
	Iteration 40F: 3 clusters Score -2.017023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170238.000000 Penalty: 5931.013184
	Iteration 41Q: 3 clusters Score -2.017024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170246.000000 Penalty: 5931.013184
	Iteration 42Q: 3 clusters Score -2.017025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170250.000000 Penalty: 5931.013184
	Iteration 43Q: 3 clusters Score -2.017025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20170250.000000 Penalty: 5931.013184
	Iteration 44F: 3 clusters Score -2.017025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178568 members 
Mstep: Class 3 contains 197237 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 164916 members 
Mstep: Class 8 contains 70655 members 
Mstep: Class 9 contains 84146 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 138098 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 23 contains 65628 members 
Mstep: Class 24 contains 156012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541008.000000 Penalty: 72410.773438
Iteration 79Q: 22 clusters Score -1.38541e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178995 members 
Mstep: Class 3 contains 198348 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 9283 members 
Mstep: Class 7 contains 164877 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 84284 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 2618 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 5199 members 
Mstep: Class 18 contains 137467 members 
Mstep: Class 21 contains 3989 members 
Mstep: Class 23 contains 65560 members 
Mstep: Class 24 contains 155217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541424.000000 Penalty: 72410.773438
Iteration 80F: 22 clusters Score -1.385414e+08 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 179432 members 
Mstep: Class 3 contains 199223 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 164819 members 
Mstep: Class 8 contains 70444 members 
Mstep: Class 9 contains 84246 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 136985 members 
Mstep: Class 21 contains 3969 members 
Mstep: Class 23 contains 65404 members 
Mstep: Class 24 contains 154535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541616.000000 Penalty: 72410.773438
Iteration 81Q: 22 clusters Score -1.385416e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179826 members 
Mstep: Class 3 contains 200055 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 164768 members 
Mstep: Class 8 contains 70284 members 
Mstep: Class 9 contains 84246 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5152 members 
Mstep: Class 18 contains 136590 members 
Mstep: Class 21 contains 3954 members 
Mstep: Class 23 contains 65297 members 
Mstep: Class 24 contains 153872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541808.000000 Penalty: 72410.773438
Iteration 82Q: 22 clusters Score -1.385418e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180196 members 
Mstep: Class 3 contains 200720 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 164782 members 
Mstep: Class 8 contains 70172 members 
Mstep: Class 9 contains 84253 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 5135 members 
Mstep: Class 18 contains 136245 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 23 contains 65233 members 
Mstep: Class 24 contains 153264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 72410.773438
Iteration 83Q: 22 clusters Score -1.385415e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180480 members 
Mstep: Class 3 contains 201386 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9158 members 
Mstep: Class 7 contains 164869 members 
Mstep: Class 8 contains 70076 members 
Mstep: Class 9 contains 84255 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 135915 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 23 contains 65176 members 
Mstep: Class 24 contains 152681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540672.000000 Penalty: 72410.773438
Iteration 84Q: 22 clusters Score -1.385407e+08 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180727 members 
Mstep: Class 3 contains 201916 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9130 members 
Mstep: Class 7 contains 164950 members 
Mstep: Class 8 contains 69998 members 
Mstep: Class 9 contains 84261 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 135675 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 23 contains 65154 members 
Mstep: Class 24 contains 152144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540464.000000 Penalty: 72410.773438
Iteration 85Q: 22 clusters Score -1.385405e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180986 members 
Mstep: Class 3 contains 202346 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9111 members 
Mstep: Class 7 contains 165047 members 
Mstep: Class 8 contains 69878 members 
Mstep: Class 9 contains 84269 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 135531 members 
Mstep: Class 21 contains 3882 members 
Mstep: Class 23 contains 65137 members 
Mstep: Class 24 contains 151635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540656.000000 Penalty: 72410.773438
Iteration 86Q: 22 clusters Score -1.385407e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181253 members 
Mstep: Class 3 contains 202652 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9119 members 
Mstep: Class 7 contains 165134 members 
Mstep: Class 8 contains 69787 members 
Mstep: Class 9 contains 84280 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 135378 members 
Mstep: Class 21 contains 3864 members 
Mstep: Class 23 contains 65124 members 
Mstep: Class 24 contains 151202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540048.000000 Penalty: 72410.773438
Iteration 87Q: 22 clusters Score -1.3854e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181431 members 
Mstep: Class 3 contains 202813 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9122 members 
Mstep: Class 7 contains 165260 members 
Mstep: Class 8 contains 69731 members 
Mstep: Class 9 contains 84295 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 5068 members 
Mstep: Class 18 contains 135326 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 23 contains 65119 members 
Mstep: Class 24 contains 150812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539536.000000 Penalty: 72410.773438
Iteration 88Q: 22 clusters Score -1.385395e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181614 members 
Mstep: Class 3 contains 202830 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9118 members 
Mstep: Class 7 contains 165454 members 
Mstep: Class 8 contains 69687 members 
Mstep: Class 9 contains 84290 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 135309 members 
Mstep: Class 21 contains 3831 members 
Mstep: Class 23 contains 65121 members 
Mstep: Class 24 contains 150481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539184.000000 Penalty: 72410.773438
Iteration 89Q: 22 clusters Score -1.385392e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181720 members 
Mstep: Class 3 contains 202773 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9118 members 
Mstep: Class 7 contains 165639 members 
Mstep: Class 8 contains 69633 members 
Mstep: Class 9 contains 84288 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 135325 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 23 contains 65120 members 
Mstep: Class 24 contains 150278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538608.000000 Penalty: 72410.773438
Iteration 90Q: 22 clusters Score -1.385386e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181784 members 
Mstep: Class 3 contains 202660 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 165838 members 
Mstep: Class 8 contains 69611 members 
Mstep: Class 9 contains 84293 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3738 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 135334 members 
Mstep: Class 21 contains 3806 members 
Mstep: Class 23 contains 65125 members 
Mstep: Class 24 contains 150135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538384.000000 Penalty: 72410.773438
Iteration 91Q: 22 clusters Score -1.385384e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181882 members 
Mstep: Class 3 contains 202471 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 166016 members 
Mstep: Class 8 contains 69570 members 
Mstep: Class 9 contains 84313 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3743 members 
Mstep: Class 15 contains 6970 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 135437 members 
Mstep: Class 21 contains 3789 members 
Mstep: Class 23 contains 65119 members 
Mstep: Class 24 contains 149995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538128.000000 Penalty: 72410.773438
Iteration 92Q: 22 clusters Score -1.385381e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181947 members 
Mstep: Class 3 contains 202261 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9068 members 
Mstep: Class 7 contains 166214 members 
Mstep: Class 8 contains 69527 members 
Mstep: Class 9 contains 84318 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 6989 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 135565 members 
Mstep: Class 21 contains 3782 members 
Mstep: Class 23 contains 65125 members 
Mstep: Class 24 contains 149841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537664.000000 Penalty: 72410.773438
Iteration 93Q: 22 clusters Score -1.385377e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181892 members 
Mstep: Class 3 contains 202120 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 166378 members 
Mstep: Class 8 contains 69468 members 
Mstep: Class 9 contains 84329 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 3755 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5034 members 
Mstep: Class 18 contains 135734 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 23 contains 65130 members 
Mstep: Class 24 contains 149745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538016.000000 Penalty: 72410.773438
Iteration 94Q: 22 clusters Score -1.38538e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181826 members 
Mstep: Class 3 contains 201913 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 166524 members 
Mstep: Class 8 contains 69427 members 
Mstep: Class 9 contains 84341 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 7020 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 135946 members 
Mstep: Class 21 contains 3779 members 
Mstep: Class 23 contains 65138 members 
Mstep: Class 24 contains 149682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538032.000000 Penalty: 72410.773438
Iteration 95Q: 22 clusters Score -1.38538e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181715 members 
Mstep: Class 3 contains 201710 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 166690 members 
Mstep: Class 8 contains 69363 members 
Mstep: Class 9 contains 84362 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 136197 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 23 contains 65146 members 
Mstep: Class 24 contains 149621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537824.000000 Penalty: 72410.773438
Iteration 96Q: 22 clusters Score -1.385378e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181501 members 
Mstep: Class 3 contains 201591 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 166862 members 
Mstep: Class 8 contains 69311 members 
Mstep: Class 9 contains 84375 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 136443 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 23 contains 65159 members 
Mstep: Class 24 contains 149568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537664.000000 Penalty: 72410.773438
Iteration 97Q: 22 clusters Score -1.385377e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181314 members 
Mstep: Class 3 contains 201458 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8999 members 
Mstep: Class 7 contains 166999 members 
Mstep: Class 8 contains 69276 members 
Mstep: Class 9 contains 84396 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 7104 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 136669 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 23 contains 65164 members 
Mstep: Class 24 contains 149514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537712.000000 Penalty: 72410.773438
Iteration 98Q: 22 clusters Score -1.385377e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181157 members 
Mstep: Class 3 contains 201280 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 167149 members 
Mstep: Class 8 contains 69276 members 
Mstep: Class 9 contains 84394 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 136875 members 
Mstep: Class 21 contains 3759 members 
Mstep: Class 23 contains 65168 members 
Mstep: Class 24 contains 149464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537872.000000 Penalty: 72410.773438
Iteration 99Q: 22 clusters Score -1.385379e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 181000 members 
Mstep: Class 3 contains 201105 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8968 members 
Mstep: Class 7 contains 167298 members 
Mstep: Class 8 contains 69276 members 
Mstep: Class 9 contains 84384 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 7181 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 5010 members 
Mstep: Class 18 contains 137081 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 23 contains 65182 members 
Mstep: Class 24 contains 149430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138537984.000000 Penalty: 72410.773438
Iteration 100F: 22 clusters Score -1.38538e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180878 members 
Mstep: Class 3 contains 200953 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8936 members 
Mstep: Class 7 contains 167453 members 
Mstep: Class 8 contains 69264 members 
Mstep: Class 9 contains 84369 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 5007 members 
Mstep: Class 18 contains 137278 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 23 contains 65182 members 
Mstep: Class 24 contains 149367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538096.000000 Penalty: 72410.773438
Iteration 101Q: 22 clusters Score -1.385381e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180765 members 
Mstep: Class 3 contains 200815 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8908 members 
Mstep: Class 7 contains 167572 members 
Mstep: Class 8 contains 69251 members 
Mstep: Class 9 contains 84364 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 5003 members 
Mstep: Class 18 contains 137484 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 23 contains 65182 members 
Mstep: Class 24 contains 149319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538176.000000 Penalty: 72410.773438
Iteration 102Q: 22 clusters Score -1.385382e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180616 members 
Mstep: Class 3 contains 200698 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 167700 members 
Mstep: Class 8 contains 69267 members 
Mstep: Class 9 contains 84364 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 7278 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 137677 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 23 contains 65187 members 
Mstep: Class 24 contains 149238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538416.000000 Penalty: 72410.773438
Iteration 103Q: 22 clusters Score -1.385384e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180425 members 
Mstep: Class 3 contains 200616 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 167801 members 
Mstep: Class 8 contains 69277 members 
Mstep: Class 9 contains 84359 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3784 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 137882 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 23 contains 65201 members 
Mstep: Class 24 contains 149172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538704.000000 Penalty: 72410.773438
Iteration 104Q: 22 clusters Score -1.385387e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180246 members 
Mstep: Class 3 contains 200556 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 167861 members 
Mstep: Class 8 contains 69309 members 
Mstep: Class 9 contains 84365 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 4994 members 
Mstep: Class 18 contains 138066 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 23 contains 65217 members 
Mstep: Class 24 contains 149103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138538960.000000 Penalty: 72410.773438
Iteration 105Q: 22 clusters Score -1.38539e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 180118 members 
Mstep: Class 3 contains 200474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8859 members 
Mstep: Class 7 contains 167913 members 
Mstep: Class 8 contains 69325 members 
Mstep: Class 9 contains 84369 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 4992 members 
Mstep: Class 18 contains 138244 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 23 contains 65222 members 
Mstep: Class 24 contains 149009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539008.000000 Penalty: 72410.773438
Iteration 106Q: 22 clusters Score -1.38539e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179986 members 
Mstep: Class 3 contains 200461 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 167984 members 
Mstep: Class 8 contains 69345 members 
Mstep: Class 9 contains 84362 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 138385 members 
Mstep: Class 21 contains 3744 members 
Mstep: Class 23 contains 65222 members 
Mstep: Class 24 contains 148904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539120.000000 Penalty: 72410.773438
Iteration 107Q: 22 clusters Score -1.385391e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179874 members 
Mstep: Class 3 contains 200398 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 168054 members 
Mstep: Class 8 contains 69373 members 
Mstep: Class 9 contains 84350 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 7517 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 138527 members 
Mstep: Class 21 contains 3742 members 
Mstep: Class 23 contains 65209 members 
Mstep: Class 24 contains 148840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539264.000000 Penalty: 72410.773438
Iteration 108Q: 22 clusters Score -1.385393e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179753 members 
Mstep: Class 3 contains 200372 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 168104 members 
Mstep: Class 8 contains 69404 members 
Mstep: Class 9 contains 84353 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 7597 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 138662 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 23 contains 65200 members 
Mstep: Class 24 contains 148770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539216.000000 Penalty: 72410.773438
Iteration 109Q: 22 clusters Score -1.385392e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179662 members 
Mstep: Class 3 contains 200353 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 168151 members 
Mstep: Class 8 contains 69425 members 
Mstep: Class 9 contains 84352 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 7671 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 138775 members 
Mstep: Class 21 contains 3736 members 
Mstep: Class 23 contains 65201 members 
Mstep: Class 24 contains 148685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539232.000000 Penalty: 72410.773438
Iteration 110Q: 22 clusters Score -1.385392e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179545 members 
Mstep: Class 3 contains 200353 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8619 members 
Mstep: Class 7 contains 168187 members 
Mstep: Class 8 contains 69458 members 
Mstep: Class 9 contains 84356 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 7743 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 138887 members 
Mstep: Class 21 contains 3734 members 
Mstep: Class 23 contains 65193 members 
Mstep: Class 24 contains 148604 members 
Entering Unmasked Estep 
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Score: -138539312.000000 Penalty: 72410.773438
Iteration 111Q: 22 clusters Score -1.385393e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179445 members 
Mstep: Class 3 contains 200374 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8620 members 
Mstep: Class 7 contains 168197 members 
Mstep: Class 8 contains 69474 members 
Mstep: Class 9 contains 84362 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3792 members 
Mstep: Class 15 contains 7795 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 139001 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 23 contains 65182 members 
Mstep: Class 24 contains 148501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539264.000000 Penalty: 72410.773438
Iteration 112Q: 22 clusters Score -1.385393e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179310 members 
Mstep: Class 3 contains 200413 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 168248 members 
Mstep: Class 8 contains 69484 members 
Mstep: Class 9 contains 84366 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 139105 members 
Mstep: Class 21 contains 3730 members 
Mstep: Class 23 contains 65178 members 
Mstep: Class 24 contains 148416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539392.000000 Penalty: 72410.773438
Iteration 113Q: 22 clusters Score -1.385394e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179220 members 
Mstep: Class 3 contains 200416 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 168302 members 
Mstep: Class 8 contains 69500 members 
Mstep: Class 9 contains 84374 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 139175 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 23 contains 65176 members 
Mstep: Class 24 contains 148331 members 
Entering Unmasked Estep 
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Iteration 114Q: 22 clusters Score -1.385396e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179154 members 
Mstep: Class 3 contains 200432 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8587 members 
Mstep: Class 7 contains 168307 members 
Mstep: Class 8 contains 69517 members 
Mstep: Class 9 contains 84377 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 7901 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 139274 members 
Mstep: Class 21 contains 3728 members 
Mstep: Class 23 contains 65164 members 
Mstep: Class 24 contains 148238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539808.000000 Penalty: 72410.773438
Iteration 115Q: 22 clusters Score -1.385398e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179105 members 
Mstep: Class 3 contains 200426 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8608 members 
Mstep: Class 7 contains 168313 members 
Mstep: Class 8 contains 69534 members 
Mstep: Class 9 contains 84382 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 139369 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 23 contains 65156 members 
Mstep: Class 24 contains 148135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539920.000000 Penalty: 72410.773438
Iteration 116Q: 22 clusters Score -1.385399e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179019 members 
Mstep: Class 3 contains 200484 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 168292 members 
Mstep: Class 8 contains 69545 members 
Mstep: Class 9 contains 84387 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 139484 members 
Mstep: Class 21 contains 3728 members 
Mstep: Class 23 contains 65156 members 
Mstep: Class 24 contains 148033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540032.000000 Penalty: 72410.773438
Iteration 117Q: 22 clusters Score -1.3854e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178930 members 
Mstep: Class 3 contains 200481 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 168301 members 
Mstep: Class 8 contains 69559 members 
Mstep: Class 9 contains 84392 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 7931 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139631 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 23 contains 65154 members 
Mstep: Class 24 contains 147940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539824.000000 Penalty: 72410.773438
Iteration 118Q: 22 clusters Score -1.385398e+08 nChanged 784
Entering ConstructFrom: 
Score: -138539824.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -81286.382812 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -81286.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79620.820312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -79620.82 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80017.250000 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -80017.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80349.843750 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -80349.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80604.179688 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -80604.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80772.468750 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -80772.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80857.437500 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -80857.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80879.195312 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -80879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80886.132812 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -80886.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80901.687500 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -80901.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80915.726562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -80915.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80925.937500 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -80925.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80933.164062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -80933.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80942.937500 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -80942.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80946.804688 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -80946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80947.851562 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -80947.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80947.851562 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -80947.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Entering Unmasked Estep 
Score: -23131020.000000 Penalty: 2999.417725
	Iteration 0F: 2 clusters Score -2.313102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -23012844.000000 Penalty: 5998.835449
	Iteration 0F: 3 clusters Score -2.301284e+07 nChanged 85995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -23062534.000000 Penalty: 5998.835449
	Iteration 1F: 3 clusters Score -2.306253e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -23063724.000000 Penalty: 5998.835449
	Iteration 2Q: 3 clusters Score -2.306372e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -23065382.000000 Penalty: 5998.835449
	Iteration 3Q: 3 clusters Score -2.306538e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -23067904.000000 Penalty: 5998.835449
	Iteration 4Q: 3 clusters Score -2.30679e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -23071830.000000 Penalty: 5998.835449
	Iteration 5Q: 3 clusters Score -2.307183e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -23077362.000000 Penalty: 5998.835449
	Iteration 6Q: 3 clusters Score -2.307736e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -23084590.000000 Penalty: 5998.835449
	Iteration 7F: 3 clusters Score -2.308459e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -23092370.000000 Penalty: 5998.835449
	Iteration 8F: 3 clusters Score -2.309237e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -23100214.000000 Penalty: 5998.835449
	Iteration 9F: 3 clusters Score -2.310021e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -23106814.000000 Penalty: 5998.835449
	Iteration 10F: 3 clusters Score -2.310681e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -23111926.000000 Penalty: 5998.835449
	Iteration 11Q: 3 clusters Score -2.311193e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -23116078.000000 Penalty: 5998.835449
	Iteration 12Q: 3 clusters Score -2.311608e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -23119516.000000 Penalty: 5998.835449
	Iteration 13Q: 3 clusters Score -2.311952e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 167276 members 
Entering Unmasked Estep 
Score: -23122236.000000 Penalty: 5998.835449
	Iteration 14Q: 3 clusters Score -2.312224e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 170500 members 
Entering Unmasked Estep 
Score: -23124114.000000 Penalty: 5998.835449
	Iteration 15Q: 3 clusters Score -2.312411e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -23125498.000000 Penalty: 5998.835449
	Iteration 16Q: 3 clusters Score -2.31255e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -23126416.000000 Penalty: 5998.835449
	Iteration 17Q: 3 clusters Score -2.312642e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -23127010.000000 Penalty: 5998.835449
	Iteration 18Q: 3 clusters Score -2.312701e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -23127494.000000 Penalty: 5998.835449
	Iteration 19Q: 3 clusters Score -2.312749e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -23127830.000000 Penalty: 5998.835449
	Iteration 20F: 3 clusters Score -2.312783e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -23128036.000000 Penalty: 5998.835449
	Iteration 21Q: 3 clusters Score -2.312804e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 177586 members 
Entering Unmasked Estep 
Score: -23128180.000000 Penalty: 5998.835449
	Iteration 22Q: 3 clusters Score -2.312818e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -23128230.000000 Penalty: 5998.835449
	Iteration 23Q: 3 clusters Score -2.312823e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -23128286.000000 Penalty: 5998.835449
	Iteration 24Q: 3 clusters Score -2.312829e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 177939 members 
Entering Unmasked Estep 
Score: -23128316.000000 Penalty: 5998.835449
	Iteration 25Q: 3 clusters Score -2.312832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 177998 members 
Entering Unmasked Estep 
Score: -23128332.000000 Penalty: 5998.835449
	Iteration 26Q: 3 clusters Score -2.312833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -23128366.000000 Penalty: 5998.835449
	Iteration 27Q: 3 clusters Score -2.312837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 178062 members 
Entering Unmasked Estep 
Score: -23128402.000000 Penalty: 5998.835449
	Iteration 28Q: 3 clusters Score -2.31284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 178082 members 
Entering Unmasked Estep 
Score: -23128394.000000 Penalty: 5998.835449
	Iteration 29Q: 3 clusters Score -2.312839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
Score: -23128418.000000 Penalty: 5998.835449
	Iteration 30Q: 3 clusters Score -2.312842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -23128440.000000 Penalty: 5998.835449
	Iteration 31Q: 3 clusters Score -2.312844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -23128462.000000 Penalty: 5998.835449
	Iteration 32Q: 3 clusters Score -2.312846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -23128480.000000 Penalty: 5998.835449
	Iteration 33Q: 3 clusters Score -2.312848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -23128474.000000 Penalty: 5998.835449
	Iteration 34Q: 3 clusters Score -2.312847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -23128486.000000 Penalty: 5998.835449
	Iteration 35Q: 3 clusters Score -2.312849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 178147 members 
Entering Unmasked Estep 
Score: -23128504.000000 Penalty: 5998.835449
	Iteration 36Q: 3 clusters Score -2.31285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -23128498.000000 Penalty: 5998.835449
	Iteration 37Q: 3 clusters Score -2.31285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 178157 members 
Entering Unmasked Estep 
Score: -23128518.000000 Penalty: 5998.835449
	Iteration 38Q: 3 clusters Score -2.312852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -23128518.000000 Penalty: 5998.835449
	Iteration 39Q: 3 clusters Score -2.312852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 178160 members 
Entering Unmasked Estep 
Score: -23128514.000000 Penalty: 5998.835449
	Iteration 40F: 3 clusters Score -2.312851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 178160 members 
Entering Unmasked Estep 
Score: -23128502.000000 Penalty: 5998.835449
	Iteration 41Q: 3 clusters Score -2.31285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -23128506.000000 Penalty: 5998.835449
	Iteration 42Q: 3 clusters Score -2.312851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -23128502.000000 Penalty: 5998.835449
	Iteration 43Q: 3 clusters Score -2.31285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -23128502.000000 Penalty: 5998.835449
	Iteration 44F: 3 clusters Score -2.31285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (200466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Entering Unmasked Estep 
Score: -25971952.000000 Penalty: 3027.683105
	Iteration 0F: 2 clusters Score -2.597195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -25841182.000000 Penalty: 6055.366211
	Iteration 0F: 3 clusters Score -2.584118e+07 nChanged 96392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -25897952.000000 Penalty: 6055.366211
	Iteration 1F: 3 clusters Score -2.589795e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -25900048.000000 Penalty: 6055.366211
	Iteration 2Q: 3 clusters Score -2.590005e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112361 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -25903456.000000 Penalty: 6055.366211
	Iteration 3Q: 3 clusters Score -2.590346e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -25908512.000000 Penalty: 6055.366211
	Iteration 4Q: 3 clusters Score -2.590851e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127974 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -25915998.000000 Penalty: 6055.366211
	Iteration 5F: 3 clusters Score -2.5916e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -25925458.000000 Penalty: 6055.366211
	Iteration 6F: 3 clusters Score -2.592546e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -25936156.000000 Penalty: 6055.366211
	Iteration 7F: 3 clusters Score -2.593616e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -25946084.000000 Penalty: 6055.366211
	Iteration 8F: 3 clusters Score -2.594608e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -25953912.000000 Penalty: 6055.366211
	Iteration 9Q: 3 clusters Score -2.595391e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -25958852.000000 Penalty: 6055.366211
	Iteration 10Q: 3 clusters Score -2.595885e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181114 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -25961818.000000 Penalty: 6055.366211
	Iteration 11Q: 3 clusters Score -2.596182e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -25963716.000000 Penalty: 6055.366211
	Iteration 12Q: 3 clusters Score -2.596372e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -25964962.000000 Penalty: 6055.366211
	Iteration 13Q: 3 clusters Score -2.596496e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188817 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -25966048.000000 Penalty: 6055.366211
	Iteration 14Q: 3 clusters Score -2.596605e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190557 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -25966884.000000 Penalty: 6055.366211
	Iteration 15Q: 3 clusters Score -2.596688e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191929 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -25967518.000000 Penalty: 6055.366211
	Iteration 16Q: 3 clusters Score -2.596752e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193041 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -25967956.000000 Penalty: 6055.366211
	Iteration 17Q: 3 clusters Score -2.596796e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193951 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -25968252.000000 Penalty: 6055.366211
	Iteration 18Q: 3 clusters Score -2.596825e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194697 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -25968528.000000 Penalty: 6055.366211
	Iteration 19Q: 3 clusters Score -2.596853e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195345 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -25968688.000000 Penalty: 6055.366211
	Iteration 20F: 3 clusters Score -2.596869e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195953 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -25968866.000000 Penalty: 6055.366211
	Iteration 21Q: 3 clusters Score -2.596887e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196470 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -25969040.000000 Penalty: 6055.366211
	Iteration 22Q: 3 clusters Score -2.596904e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -25969168.000000 Penalty: 6055.366211
	Iteration 23Q: 3 clusters Score -2.596917e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -25969290.000000 Penalty: 6055.366211
	Iteration 24Q: 3 clusters Score -2.596929e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197543 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -25969378.000000 Penalty: 6055.366211
	Iteration 25Q: 3 clusters Score -2.596938e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197762 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -25969398.000000 Penalty: 6055.366211
	Iteration 26Q: 3 clusters Score -2.59694e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197949 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -25969466.000000 Penalty: 6055.366211
	Iteration 27Q: 3 clusters Score -2.596947e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198107 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -25969460.000000 Penalty: 6055.366211
	Iteration 28Q: 3 clusters Score -2.596946e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198248 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -25969504.000000 Penalty: 6055.366211
	Iteration 29Q: 3 clusters Score -2.59695e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -25969576.000000 Penalty: 6055.366211
	Iteration 30Q: 3 clusters Score -2.596958e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198452 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25969598.000000 Penalty: 6055.366211
	Iteration 31Q: 3 clusters Score -2.59696e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198533 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -25969602.000000 Penalty: 6055.366211
	Iteration 32Q: 3 clusters Score -2.59696e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198601 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25969606.000000 Penalty: 6055.366211
	Iteration 33Q: 3 clusters Score -2.596961e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -25969630.000000 Penalty: 6055.366211
	Iteration 34Q: 3 clusters Score -2.596963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -25969618.000000 Penalty: 6055.366211
	Iteration 35Q: 3 clusters Score -2.596962e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198764 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -25969622.000000 Penalty: 6055.366211
	Iteration 36Q: 3 clusters Score -2.596962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198803 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -25969590.000000 Penalty: 6055.366211
	Iteration 37Q: 3 clusters Score -2.596959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198839 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25969616.000000 Penalty: 6055.366211
	Iteration 38Q: 3 clusters Score -2.596962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198868 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25969642.000000 Penalty: 6055.366211
	Iteration 39Q: 3 clusters Score -2.596964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198895 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -25969662.000000 Penalty: 6055.366211
	Iteration 40F: 3 clusters Score -2.596966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198922 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -25969658.000000 Penalty: 6055.366211
	Iteration 41Q: 3 clusters Score -2.596966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25969672.000000 Penalty: 6055.366211
	Iteration 42Q: 3 clusters Score -2.596967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -25969654.000000 Penalty: 6055.366211
	Iteration 43Q: 3 clusters Score -2.596965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198986 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25969670.000000 Penalty: 6055.366211
	Iteration 44Q: 3 clusters Score -2.596967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199003 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -25969650.000000 Penalty: 6055.366211
	Iteration 45Q: 3 clusters Score -2.596965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199022 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25969668.000000 Penalty: 6055.366211
	Iteration 46Q: 3 clusters Score -2.596967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199039 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25969660.000000 Penalty: 6055.366211
	Iteration 47Q: 3 clusters Score -2.596966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199055 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25969666.000000 Penalty: 6055.366211
	Iteration 48Q: 3 clusters Score -2.596967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199078 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25969670.000000 Penalty: 6055.366211
	Iteration 49Q: 3 clusters Score -2.596967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199095 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -25969670.000000 Penalty: 6055.366211
	Iteration 50Q: 3 clusters Score -2.596967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199109 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -25969678.000000 Penalty: 6055.366211
	Iteration 51Q: 3 clusters Score -2.596968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -25969690.000000 Penalty: 6055.366211
	Iteration 52Q: 3 clusters Score -2.596969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199134 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -25969686.000000 Penalty: 6055.366211
	Iteration 53Q: 3 clusters Score -2.596969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -25969664.000000 Penalty: 6055.366211
	Iteration 54Q: 3 clusters Score -2.596966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199159 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -25969698.000000 Penalty: 6055.366211
	Iteration 55Q: 3 clusters Score -2.59697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199173 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -25969676.000000 Penalty: 6055.366211
	Iteration 56Q: 3 clusters Score -2.596968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199179 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -25969694.000000 Penalty: 6055.366211
	Iteration 57Q: 3 clusters Score -2.596969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199190 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25969674.000000 Penalty: 6055.366211
	Iteration 58Q: 3 clusters Score -2.596967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199198 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -25969670.000000 Penalty: 6055.366211
	Iteration 59Q: 3 clusters Score -2.596967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199202 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -25969664.000000 Penalty: 6055.366211
	Iteration 60F: 3 clusters Score -2.596966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -25969662.000000 Penalty: 6055.366211
	Iteration 61Q: 3 clusters Score -2.596966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199204 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -25969662.000000 Penalty: 6055.366211
	Iteration 62Q: 3 clusters Score -2.596966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -25969660.000000 Penalty: 6055.366211
	Iteration 63Q: 3 clusters Score -2.596966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -25969674.000000 Penalty: 6055.366211
	Iteration 64Q: 3 clusters Score -2.596967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -25969672.000000 Penalty: 6055.366211
	Iteration 65Q: 3 clusters Score -2.596967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -25969672.000000 Penalty: 6055.366211
	Iteration 66F: 3 clusters Score -2.596967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -40309.468750 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -40309.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39003.242188 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -39003.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39217.371094 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -39217.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39372.964844 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -39372.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39694.207031 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -39694.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39982.804688 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -39982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40242.546875 Penalty: 2912.570557
	Iteration 5F: 3 clusters Score -40242.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40384.453125 Penalty: 2912.570557
	Iteration 6F: 3 clusters Score -40384.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -40403.371094 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -40403.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -40417.941406 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -40417.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -40421.410156 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -40421.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -40421.410156 Penalty: 2912.570557
	Iteration 10F: 3 clusters Score -40421.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178872 members 
Mstep: Class 3 contains 200466 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 168306 members 
Mstep: Class 8 contains 69568 members 
Mstep: Class 9 contains 84395 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 19 contains 74 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 23 contains 65148 members 
Mstep: Class 24 contains 147861 members 
Entering Unmasked Estep 
Score: -138538176.000000 Penalty: 75858.906250
Splitting cluster 4 changes total score from -138539824.000000 to -138538176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -74159.156250 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -74159.16 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 326 members 
Entering Unmasked Estep 
Score: -72683.000000 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -72683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73221.414062 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -73221.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73643.195312 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -73643.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73970.500000 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -73970.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74265.835938 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -74265.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74415.703125 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -74415.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74522.031250 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -74522.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74598.507812 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -74598.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74677.289062 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -74677.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74764.054688 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -74764.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75010.437500 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -75010.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75215.453125 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -75215.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75402.992188 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -75402.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75461.109375 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -75461.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75481.109375 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -75481.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75486.179688 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -75486.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75486.179688 Penalty: 3238.591797
	Iteration 16F: 3 clusters Score -75486.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178872 members 
Mstep: Class 3 contains 200466 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 168306 members 
Mstep: Class 8 contains 69568 members 
Mstep: Class 9 contains 84395 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 23 contains 65148 members 
Mstep: Class 24 contains 147861 members 
Entering Unmasked Estep 
Score: -138539392.000000 Penalty: 75858.906250
Splitting cluster 5 changes total score from -138539824.000000 to -138539392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Entering Unmasked Estep 
Score: -1088292.375000 Penalty: 2247.566406
	Iteration 0F: 2 clusters Score -1088292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1081487.250000 Penalty: 4495.132812
	Iteration 0F: 3 clusters Score -1081487 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1083418.625000 Penalty: 4495.132812
	Iteration 1F: 3 clusters Score -1083419 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1083680.250000 Penalty: 4495.132812
	Iteration 2F: 3 clusters Score -1083680 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1083845.250000 Penalty: 4495.132812
	Iteration 3Q: 3 clusters Score -1083845 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1083965.625000 Penalty: 4495.132812
	Iteration 4Q: 3 clusters Score -1083966 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1084048.875000 Penalty: 4495.132812
	Iteration 5Q: 3 clusters Score -1084049 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1084114.125000 Penalty: 4495.132812
	Iteration 6Q: 3 clusters Score -1084114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1084185.375000 Penalty: 4495.132812
	Iteration 7Q: 3 clusters Score -1084185 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1084262.375000 Penalty: 4495.132812
	Iteration 8Q: 3 clusters Score -1084262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1084338.625000 Penalty: 4495.132812
	Iteration 9Q: 3 clusters Score -1084339 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1084429.500000 Penalty: 4495.132812
	Iteration 10Q: 3 clusters Score -1084430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1084541.625000 Penalty: 4495.132812
	Iteration 11Q: 3 clusters Score -1084542 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1084666.250000 Penalty: 4495.132812
	Iteration 12Q: 3 clusters Score -1084666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1084794.625000 Penalty: 4495.132812
	Iteration 13Q: 3 clusters Score -1084795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1084954.750000 Penalty: 4495.132812
	Iteration 14Q: 3 clusters Score -1084955 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1085142.875000 Penalty: 4495.132812
	Iteration 15Q: 3 clusters Score -1085143 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1085350.875000 Penalty: 4495.132812
	Iteration 16Q: 3 clusters Score -1085351 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1085546.000000 Penalty: 4495.132812
	Iteration 17Q: 3 clusters Score -1085546 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1085758.875000 Penalty: 4495.132812
	Iteration 18Q: 3 clusters Score -1085759 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1085932.000000 Penalty: 4495.132812
	Iteration 19Q: 3 clusters Score -1085932 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1086064.000000 Penalty: 4495.132812
	Iteration 20F: 3 clusters Score -1086064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1086196.250000 Penalty: 4495.132812
	Iteration 21Q: 3 clusters Score -1086196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1086299.500000 Penalty: 4495.132812
	Iteration 22Q: 3 clusters Score -1086300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1086361.250000 Penalty: 4495.132812
	Iteration 23Q: 3 clusters Score -1086361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1086423.125000 Penalty: 4495.132812
	Iteration 24Q: 3 clusters Score -1086423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1086474.750000 Penalty: 4495.132812
	Iteration 25Q: 3 clusters Score -1086475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1086535.500000 Penalty: 4495.132812
	Iteration 26Q: 3 clusters Score -1086536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1086596.375000 Penalty: 4495.132812
	Iteration 27Q: 3 clusters Score -1086596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1086651.500000 Penalty: 4495.132812
	Iteration 28Q: 3 clusters Score -1086652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1086677.500000 Penalty: 4495.132812
	Iteration 29Q: 3 clusters Score -1086678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1086700.500000 Penalty: 4495.132812
	Iteration 30Q: 3 clusters Score -1086700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1086721.875000 Penalty: 4495.132812
	Iteration 31Q: 3 clusters Score -1086722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1086737.375000 Penalty: 4495.132812
	Iteration 32Q: 3 clusters Score -1086737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1086759.125000 Penalty: 4495.132812
	Iteration 33Q: 3 clusters Score -1086759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1086771.625000 Penalty: 4495.132812
	Iteration 34Q: 3 clusters Score -1086772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1086790.125000 Penalty: 4495.132812
	Iteration 35Q: 3 clusters Score -1086790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1086807.500000 Penalty: 4495.132812
	Iteration 36Q: 3 clusters Score -1086808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1086826.250000 Penalty: 4495.132812
	Iteration 37Q: 3 clusters Score -1086826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1086841.125000 Penalty: 4495.132812
	Iteration 38Q: 3 clusters Score -1086841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1086853.375000 Penalty: 4495.132812
	Iteration 39Q: 3 clusters Score -1086853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1086878.000000 Penalty: 4495.132812
	Iteration 40F: 3 clusters Score -1086878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1086890.375000 Penalty: 4495.132812
	Iteration 41Q: 3 clusters Score -1086890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1086913.500000 Penalty: 4495.132812
	Iteration 42Q: 3 clusters Score -1086914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1086938.750000 Penalty: 4495.132812
	Iteration 43Q: 3 clusters Score -1086939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1086956.375000 Penalty: 4495.132812
	Iteration 44Q: 3 clusters Score -1086956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1086976.375000 Penalty: 4495.132812
	Iteration 45Q: 3 clusters Score -1086976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1086988.625000 Penalty: 4495.132812
	Iteration 46Q: 3 clusters Score -1086989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1087020.750000 Penalty: 4495.132812
	Iteration 47Q: 3 clusters Score -1087021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1087040.000000 Penalty: 4495.132812
	Iteration 48Q: 3 clusters Score -1087040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1087062.875000 Penalty: 4495.132812
	Iteration 49Q: 3 clusters Score -1087063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1087091.250000 Penalty: 4495.132812
	Iteration 50Q: 3 clusters Score -1087091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1087121.750000 Penalty: 4495.132812
	Iteration 51Q: 3 clusters Score -1087122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1087156.250000 Penalty: 4495.132812
	Iteration 52Q: 3 clusters Score -1087156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1087193.250000 Penalty: 4495.132812
	Iteration 53Q: 3 clusters Score -1087193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1087229.750000 Penalty: 4495.132812
	Iteration 54Q: 3 clusters Score -1087230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1087262.000000 Penalty: 4495.132812
	Iteration 55Q: 3 clusters Score -1087262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1087287.500000 Penalty: 4495.132812
	Iteration 56Q: 3 clusters Score -1087288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1087327.375000 Penalty: 4495.132812
	Iteration 57Q: 3 clusters Score -1087327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1087363.625000 Penalty: 4495.132812
	Iteration 58Q: 3 clusters Score -1087364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1087397.250000 Penalty: 4495.132812
	Iteration 59Q: 3 clusters Score -1087397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1087435.000000 Penalty: 4495.132812
	Iteration 60F: 3 clusters Score -1087435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1087475.875000 Penalty: 4495.132812
	Iteration 61Q: 3 clusters Score -1087476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1087502.875000 Penalty: 4495.132812
	Iteration 62Q: 3 clusters Score -1087503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1087531.250000 Penalty: 4495.132812
	Iteration 63Q: 3 clusters Score -1087531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1087550.125000 Penalty: 4495.132812
	Iteration 64Q: 3 clusters Score -1087550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1087572.125000 Penalty: 4495.132812
	Iteration 65Q: 3 clusters Score -1087572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1087594.375000 Penalty: 4495.132812
	Iteration 66Q: 3 clusters Score -1087594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1087607.375000 Penalty: 4495.132812
	Iteration 67Q: 3 clusters Score -1087607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1087622.000000 Penalty: 4495.132812
	Iteration 68Q: 3 clusters Score -1087622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1087637.500000 Penalty: 4495.132812
	Iteration 69Q: 3 clusters Score -1087638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1087647.250000 Penalty: 4495.132812
	Iteration 70Q: 3 clusters Score -1087647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1087651.750000 Penalty: 4495.132812
	Iteration 71Q: 3 clusters Score -1087652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1087657.000000 Penalty: 4495.132812
	Iteration 72Q: 3 clusters Score -1087657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1087662.500000 Penalty: 4495.132812
	Iteration 73Q: 3 clusters Score -1087662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1087665.625000 Penalty: 4495.132812
	Iteration 74Q: 3 clusters Score -1087666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1087669.250000 Penalty: 4495.132812
	Iteration 75Q: 3 clusters Score -1087669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1087674.000000 Penalty: 4495.132812
	Iteration 76Q: 3 clusters Score -1087674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1087679.875000 Penalty: 4495.132812
	Iteration 77Q: 3 clusters Score -1087680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1087684.250000 Penalty: 4495.132812
	Iteration 78Q: 3 clusters Score -1087684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1087686.875000 Penalty: 4495.132812
	Iteration 79Q: 3 clusters Score -1087687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1087690.375000 Penalty: 4495.132812
	Iteration 80F: 3 clusters Score -1087690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1087692.250000 Penalty: 4495.132812
	Iteration 81Q: 3 clusters Score -1087692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1087695.625000 Penalty: 4495.132812
	Iteration 82Q: 3 clusters Score -1087696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1087696.125000 Penalty: 4495.132812
	Iteration 83Q: 3 clusters Score -1087696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1087697.500000 Penalty: 4495.132812
	Iteration 84Q: 3 clusters Score -1087698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1087699.750000 Penalty: 4495.132812
	Iteration 85Q: 3 clusters Score -1087700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1087699.500000 Penalty: 4495.132812
	Iteration 86Q: 3 clusters Score -1087700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1087699.125000 Penalty: 4495.132812
	Iteration 87Q: 3 clusters Score -1087699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1087698.750000 Penalty: 4495.132812
	Iteration 88Q: 3 clusters Score -1087699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1087698.000000 Penalty: 4495.132812
	Iteration 89Q: 3 clusters Score -1087698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1087698.000000 Penalty: 4495.132812
	Iteration 90F: 3 clusters Score -1087698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (168306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Entering Unmasked Estep 
Score: -21798112.000000 Penalty: 2984.317627
	Iteration 0F: 2 clusters Score -2.179811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -21688764.000000 Penalty: 5968.635254
	Iteration 0F: 3 clusters Score -2.168876e+07 nChanged 80602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -21735896.000000 Penalty: 5968.635254
	Iteration 1F: 3 clusters Score -2.17359e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -21737106.000000 Penalty: 5968.635254
	Iteration 2Q: 3 clusters Score -2.173711e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -21739030.000000 Penalty: 5968.635254
	Iteration 3Q: 3 clusters Score -2.173903e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -21742532.000000 Penalty: 5968.635254
	Iteration 4Q: 3 clusters Score -2.174253e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -21748682.000000 Penalty: 5968.635254
	Iteration 5F: 3 clusters Score -2.174868e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -21757900.000000 Penalty: 5968.635254
	Iteration 6F: 3 clusters Score -2.17579e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -21769048.000000 Penalty: 5968.635254
	Iteration 7F: 3 clusters Score -2.176905e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -21779758.000000 Penalty: 5968.635254
	Iteration 8F: 3 clusters Score -2.177976e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -21787230.000000 Penalty: 5968.635254
	Iteration 9Q: 3 clusters Score -2.178723e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -21791684.000000 Penalty: 5968.635254
	Iteration 10Q: 3 clusters Score -2.179168e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -21793612.000000 Penalty: 5968.635254
	Iteration 11Q: 3 clusters Score -2.179361e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 166587 members 
Entering Unmasked Estep 
Score: -21794708.000000 Penalty: 5968.635254
	Iteration 12Q: 3 clusters Score -2.179471e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -21795218.000000 Penalty: 5968.635254
	Iteration 13Q: 3 clusters Score -2.179522e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -21795386.000000 Penalty: 5968.635254
	Iteration 14Q: 3 clusters Score -2.179539e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -21795580.000000 Penalty: 5968.635254
	Iteration 15Q: 3 clusters Score -2.179558e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -21795704.000000 Penalty: 5968.635254
	Iteration 16Q: 3 clusters Score -2.17957e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -21795832.000000 Penalty: 5968.635254
	Iteration 17Q: 3 clusters Score -2.179583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 167203 members 
Entering Unmasked Estep 
Score: -21795870.000000 Penalty: 5968.635254
	Iteration 18Q: 3 clusters Score -2.179587e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -21795930.000000 Penalty: 5968.635254
	Iteration 19Q: 3 clusters Score -2.179593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -21795964.000000 Penalty: 5968.635254
	Iteration 20F: 3 clusters Score -2.179596e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -21796004.000000 Penalty: 5968.635254
	Iteration 21Q: 3 clusters Score -2.1796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -21796020.000000 Penalty: 5968.635254
	Iteration 22Q: 3 clusters Score -2.179602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -21796044.000000 Penalty: 5968.635254
	Iteration 23Q: 3 clusters Score -2.179604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -21796066.000000 Penalty: 5968.635254
	Iteration 24Q: 3 clusters Score -2.179607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -21796090.000000 Penalty: 5968.635254
	Iteration 25Q: 3 clusters Score -2.179609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 167212 members 
Entering Unmasked Estep 
Score: -21796086.000000 Penalty: 5968.635254
	Iteration 26Q: 3 clusters Score -2.179609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -21796116.000000 Penalty: 5968.635254
	Iteration 27Q: 3 clusters Score -2.179612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -21796126.000000 Penalty: 5968.635254
	Iteration 28Q: 3 clusters Score -2.179613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -21796142.000000 Penalty: 5968.635254
	Iteration 29Q: 3 clusters Score -2.179614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -21796132.000000 Penalty: 5968.635254
	Iteration 30Q: 3 clusters Score -2.179613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -21796136.000000 Penalty: 5968.635254
	Iteration 31Q: 3 clusters Score -2.179614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -21796136.000000 Penalty: 5968.635254
	Iteration 32Q: 3 clusters Score -2.179614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -21796136.000000 Penalty: 5968.635254
	Iteration 33F: 3 clusters Score -2.179614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (69568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Entering Unmasked Estep 
Score: -8770460.000000 Penalty: 2765.214844
	Iteration 0F: 2 clusters Score -8770460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -8723653.000000 Penalty: 5530.429688
	Iteration 0F: 3 clusters Score -8723653 nChanged 32513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8741904.000000 Penalty: 5530.429688
	Iteration 1F: 3 clusters Score -8741904 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8742410.000000 Penalty: 5530.429688
	Iteration 2Q: 3 clusters Score -8742410 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8742992.000000 Penalty: 5530.429688
	Iteration 3Q: 3 clusters Score -8742992 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8743743.000000 Penalty: 5530.429688
	Iteration 4Q: 3 clusters Score -8743743 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8744832.000000 Penalty: 5530.429688
	Iteration 5Q: 3 clusters Score -8744832 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8746596.000000 Penalty: 5530.429688
	Iteration 6F: 3 clusters Score -8746596 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -8749459.000000 Penalty: 5530.429688
	Iteration 7F: 3 clusters Score -8749459 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -8754106.000000 Penalty: 5530.429688
	Iteration 8F: 3 clusters Score -8754106 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -8759859.000000 Penalty: 5530.429688
	Iteration 9F: 3 clusters Score -8759859 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -8764556.000000 Penalty: 5530.429688
	Iteration 10F: 3 clusters Score -8764556 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -8766845.000000 Penalty: 5530.429688
	Iteration 11Q: 3 clusters Score -8766845 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8767566.000000 Penalty: 5530.429688
	Iteration 12Q: 3 clusters Score -8767566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -8767799.000000 Penalty: 5530.429688
	Iteration 13Q: 3 clusters Score -8767799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -8767893.000000 Penalty: 5530.429688
	Iteration 14Q: 3 clusters Score -8767893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -8767940.000000 Penalty: 5530.429688
	Iteration 15Q: 3 clusters Score -8767940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -8767963.000000 Penalty: 5530.429688
	Iteration 16Q: 3 clusters Score -8767963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -8767983.000000 Penalty: 5530.429688
	Iteration 17Q: 3 clusters Score -8767983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -8767988.000000 Penalty: 5530.429688
	Iteration 18Q: 3 clusters Score -8767988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -8768004.000000 Penalty: 5530.429688
	Iteration 19Q: 3 clusters Score -8768004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -8768034.000000 Penalty: 5530.429688
	Iteration 20F: 3 clusters Score -8768034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -8768039.000000 Penalty: 5530.429688
	Iteration 21Q: 3 clusters Score -8768039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -8768050.000000 Penalty: 5530.429688
	Iteration 22Q: 3 clusters Score -8768050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -8768055.000000 Penalty: 5530.429688
	Iteration 23Q: 3 clusters Score -8768055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -8768051.000000 Penalty: 5530.429688
	Iteration 24Q: 3 clusters Score -8768051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -8768051.000000 Penalty: 5530.429688
	Iteration 25F: 3 clusters Score -8768051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Entering Unmasked Estep 
Score: -10926563.000000 Penalty: 2813.129395
	Iteration 0F: 2 clusters Score -1.092656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -10870101.000000 Penalty: 5626.258789
	Iteration 0F: 3 clusters Score -1.08701e+07 nChanged 39643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -10892181.000000 Penalty: 5626.258789
	Iteration 1F: 3 clusters Score -1.089218e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -10892708.000000 Penalty: 5626.258789
	Iteration 2Q: 3 clusters Score -1.089271e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -10893239.000000 Penalty: 5626.258789
	Iteration 3Q: 3 clusters Score -1.089324e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -10893872.000000 Penalty: 5626.258789
	Iteration 4Q: 3 clusters Score -1.089387e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -10894711.000000 Penalty: 5626.258789
	Iteration 5Q: 3 clusters Score -1.089471e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -10895823.000000 Penalty: 5626.258789
	Iteration 6Q: 3 clusters Score -1.089582e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -10897482.000000 Penalty: 5626.258789
	Iteration 7Q: 3 clusters Score -1.089748e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -10899719.000000 Penalty: 5626.258789
	Iteration 8F: 3 clusters Score -1.089972e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -10902868.000000 Penalty: 5626.258789
	Iteration 9F: 3 clusters Score -1.090287e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -10906830.000000 Penalty: 5626.258789
	Iteration 10F: 3 clusters Score -1.090683e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -10911394.000000 Penalty: 5626.258789
	Iteration 11F: 3 clusters Score -1.091139e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -10915697.000000 Penalty: 5626.258789
	Iteration 12F: 3 clusters Score -1.09157e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -10919032.000000 Penalty: 5626.258789
	Iteration 13Q: 3 clusters Score -1.091903e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -10921349.000000 Penalty: 5626.258789
	Iteration 14Q: 3 clusters Score -1.092135e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -10922557.000000 Penalty: 5626.258789
	Iteration 15Q: 3 clusters Score -1.092256e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -10923287.000000 Penalty: 5626.258789
	Iteration 16Q: 3 clusters Score -1.092329e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -10923705.000000 Penalty: 5626.258789
	Iteration 17Q: 3 clusters Score -1.09237e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -10923884.000000 Penalty: 5626.258789
	Iteration 18Q: 3 clusters Score -1.092388e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -10923954.000000 Penalty: 5626.258789
	Iteration 19Q: 3 clusters Score -1.092395e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -10924008.000000 Penalty: 5626.258789
	Iteration 20F: 3 clusters Score -1.092401e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -10924050.000000 Penalty: 5626.258789
	Iteration 21Q: 3 clusters Score -1.092405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -10924073.000000 Penalty: 5626.258789
	Iteration 22Q: 3 clusters Score -1.092407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -10924083.000000 Penalty: 5626.258789
	Iteration 23Q: 3 clusters Score -1.092408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10924100.000000 Penalty: 5626.258789
	Iteration 24Q: 3 clusters Score -1.09241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -10924103.000000 Penalty: 5626.258789
	Iteration 25Q: 3 clusters Score -1.09241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -10924126.000000 Penalty: 5626.258789
	Iteration 26Q: 3 clusters Score -1.092413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -10924131.000000 Penalty: 5626.258789
	Iteration 27Q: 3 clusters Score -1.092413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10924137.000000 Penalty: 5626.258789
	Iteration 28Q: 3 clusters Score -1.092414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -10924141.000000 Penalty: 5626.258789
	Iteration 29Q: 3 clusters Score -1.092414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -10924136.000000 Penalty: 5626.258789
	Iteration 30Q: 3 clusters Score -1.092414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -10924145.000000 Penalty: 5626.258789
	Iteration 31Q: 3 clusters Score -1.092414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -10924146.000000 Penalty: 5626.258789
	Iteration 32Q: 3 clusters Score -1.092415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -10924150.000000 Penalty: 5626.258789
	Iteration 33Q: 3 clusters Score -1.092415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -10924144.000000 Penalty: 5626.258789
	Iteration 34Q: 3 clusters Score -1.092414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -10924143.000000 Penalty: 5626.258789
	Iteration 35Q: 3 clusters Score -1.092414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -10924146.000000 Penalty: 5626.258789
	Iteration 36Q: 3 clusters Score -1.092415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -10924146.000000 Penalty: 5626.258789
	Iteration 37Q: 3 clusters Score -1.092415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -10924146.000000 Penalty: 5626.258789
	Iteration 38F: 3 clusters Score -1.092415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -80791.531250 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -80791.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79125.843750 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -79125.84 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79460.148438 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -79460.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79569.562500 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -79569.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79643.617188 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -79643.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79722.882812 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -79722.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79801.296875 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -79801.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79931.367188 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -79931.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80266.859375 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -80266.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80926.445312 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -80926.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81089.062500 Penalty: 3278.237305
	Iteration 9F: 3 clusters Score -81089.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81315.281250 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -81315.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81440.859375 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -81440.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81561.617188 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -81561.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81613.953125 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -81613.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -81710.523438 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -81710.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -81751.421875 Penalty: 3278.237305
	Iteration 15Q: 3 clusters Score -81751.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81771.187500 Penalty: 3278.237305
	Iteration 16Q: 3 clusters Score -81771.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81775.156250 Penalty: 3278.237305
	Iteration 17Q: 3 clusters Score -81775.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -81778.343750 Penalty: 3278.237305
	Iteration 18Q: 3 clusters Score -81778.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81780.437500 Penalty: 3278.237305
	Iteration 19Q: 3 clusters Score -81780.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81780.437500 Penalty: 3278.237305
	Iteration 20F: 3 clusters Score -81780.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178872 members 
Mstep: Class 3 contains 200466 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 168306 members 
Mstep: Class 8 contains 69568 members 
Mstep: Class 9 contains 84395 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 23 contains 65148 members 
Mstep: Class 24 contains 147861 members 
Entering Unmasked Estep 
Score: -138539168.000000 Penalty: 75858.906250
Splitting cluster 10 changes total score from -138539824.000000 to -138539168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -329921.937500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -329921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -327024.437500 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -327024.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -327516.281250 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -327516.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -327642.281250 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -327642.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -327706.593750 Penalty: 3872.928223
	Iteration 3Q: 3 clusters Score -327706.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -327747.000000 Penalty: 3872.928223
	Iteration 4Q: 3 clusters Score -327747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327770.281250 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -327770.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -327788.312500 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -327788.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -327798.937500 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -327798.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327809.375000 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -327809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -327815.812500 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -327815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -327821.343750 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -327821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -327826.468750 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -327826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -327829.593750 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -327829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -327833.187500 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -327833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -327837.187500 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -327837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -327841.000000 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -327841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -327842.843750 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -327842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -327846.906250 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -327846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -327848.750000 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -327848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -327850.812500 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -327850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327852.812500 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -327852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327853.906250 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -327853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327854.437500 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -327854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -327855.125000 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -327855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -327855.937500 Penalty: 3872.928223
	Iteration 24Q: 3 clusters Score -327855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -327855.937500 Penalty: 3872.928223
	Iteration 25F: 3 clusters Score -327855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -114773.945312 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -114773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112862.343750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -112862.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113415.890625 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -113415.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113844.546875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -113844.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114096.937500 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -114096.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -114366.445312 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -114366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -114537.375000 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -114537.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -114710.890625 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -114710.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -115000.992188 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -115001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115425.523438 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -115425.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -115988.148438 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -115988.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -116066.828125 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -116066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116159.968750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -116160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116196.789062 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -116196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -116200.570312 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -116200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -116200.570312 Penalty: 3448.553467
	Iteration 14F: 3 clusters Score -116200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178872 members 
Mstep: Class 3 contains 200466 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 168306 members 
Mstep: Class 8 contains 69568 members 
Mstep: Class 9 contains 84395 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 19 contains 820 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 23 contains 65148 members 
Mstep: Class 24 contains 147861 members 
Entering Unmasked Estep 
Score: -138539712.000000 Penalty: 75858.906250
Splitting cluster 12 changes total score from -138539824.000000 to -138539712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -131723.984375 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -131724 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 555 members 
Entering Unmasked Estep 
Score: -129733.054688 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -129733.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130436.343750 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -130436.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131035.960938 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -131036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -131316.593750 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -131316.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -131433.328125 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -131433.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -131485.515625 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -131485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -131507.781250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -131507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131515.187500 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -131515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131519.281250 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -131519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131519.281250 Penalty: 3482.900391
	Iteration 9F: 3 clusters Score -131519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -481314.625000 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -481314.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -477482.156250 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -477482.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -478304.031250 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -478304 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -478492.781250 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -478492.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -478624.187500 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -478624.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -478710.625000 Penalty: 4088.929199
	Iteration 4Q: 3 clusters Score -478710.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -478780.375000 Penalty: 4088.929199
	Iteration 5Q: 3 clusters Score -478780.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -478819.687500 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -478819.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -478871.156250 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -478871.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -478937.031250 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -478937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -478995.531250 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -478995.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -479048.281250 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -479048.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -479103.562500 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -479103.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -479143.937500 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -479143.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -479177.812500 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -479177.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -479208.625000 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -479208.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -479233.687500 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -479233.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -479256.375000 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -479256.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -479276.031250 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -479276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -479294.687500 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -479294.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -479311.093750 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -479311.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -479326.562500 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -479326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -479338.968750 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -479339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -479348.375000 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -479348.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -479355.656250 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -479355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -479362.906250 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -479362.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -479368.562500 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -479368.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -479376.750000 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -479376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -479386.000000 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -479386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -479391.281250 Penalty: 4088.929199
	Iteration 28Q: 3 clusters Score -479391.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -479402.906250 Penalty: 4088.929199
	Iteration 29Q: 3 clusters Score -479402.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -479415.812500 Penalty: 4088.929199
	Iteration 30Q: 3 clusters Score -479415.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -479430.968750 Penalty: 4088.929199
	Iteration 31Q: 3 clusters Score -479431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -479451.750000 Penalty: 4088.929199
	Iteration 32Q: 3 clusters Score -479451.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -479475.031250 Penalty: 4088.929199
	Iteration 33Q: 3 clusters Score -479475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -479490.750000 Penalty: 4088.929199
	Iteration 34Q: 3 clusters Score -479490.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -479501.437500 Penalty: 4088.929199
	Iteration 35Q: 3 clusters Score -479501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -479511.000000 Penalty: 4088.929199
	Iteration 36Q: 3 clusters Score -479511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -479516.750000 Penalty: 4088.929199
	Iteration 37Q: 3 clusters Score -479516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -479524.875000 Penalty: 4088.929199
	Iteration 38Q: 3 clusters Score -479524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -479534.843750 Penalty: 4088.929199
	Iteration 39Q: 3 clusters Score -479534.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -479544.031250 Penalty: 4088.929199
	Iteration 40F: 3 clusters Score -479544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -479551.375000 Penalty: 4088.929199
	Iteration 41Q: 3 clusters Score -479551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -479557.625000 Penalty: 4088.929199
	Iteration 42Q: 3 clusters Score -479557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -479563.625000 Penalty: 4088.929199
	Iteration 43Q: 3 clusters Score -479563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -479566.062500 Penalty: 4088.929199
	Iteration 44Q: 3 clusters Score -479566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -479569.125000 Penalty: 4088.929199
	Iteration 45Q: 3 clusters Score -479569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -479570.375000 Penalty: 4088.929199
	Iteration 46Q: 3 clusters Score -479570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -479571.625000 Penalty: 4088.929199
	Iteration 47Q: 3 clusters Score -479571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -479575.093750 Penalty: 4088.929199
	Iteration 48Q: 3 clusters Score -479575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -479579.812500 Penalty: 4088.929199
	Iteration 49Q: 3 clusters Score -479579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -479582.312500 Penalty: 4088.929199
	Iteration 50Q: 3 clusters Score -479582.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -479584.156250 Penalty: 4088.929199
	Iteration 51Q: 3 clusters Score -479584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -479583.531250 Penalty: 4088.929199
	Iteration 52Q: 3 clusters Score -479583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -479583.531250 Penalty: 4088.929199
	Iteration 53F: 3 clusters Score -479583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -969475.437500 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -969475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -963155.312500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -963155.3 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -964912.812500 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -964912.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -965184.062500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -965184.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -965411.875000 Penalty: 4454.103027
	Iteration 3Q: 3 clusters Score -965411.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -965652.625000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -965652.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -965913.687500 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -965913.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -966221.000000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -966221 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -966548.937500 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -966548.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -966848.000000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -966848 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -967127.875000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -967127.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -967339.250000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -967339.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -967500.875000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -967500.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -967659.562500 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -967659.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -967814.437500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -967814.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -967934.812500 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -967934.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -968061.062500 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -968061.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -968166.562500 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -968166.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -968258.812500 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -968258.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -968329.187500 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -968329.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -968392.062500 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -968392.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -968439.250000 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -968439.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -968523.125000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -968523.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -968656.312500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -968656.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -968749.750000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -968749.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -968784.062500 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -968784.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -968800.187500 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -968800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -968810.562500 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -968810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -968813.312500 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -968813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -968814.812500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -968814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -968816.375000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -968816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -968818.687500 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -968818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -968819.500000 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -968819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -968821.500000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -968821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -968822.875000 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -968822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -968824.625000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -968824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -968825.812500 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -968825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -968829.937500 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -968829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -968833.312500 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -968833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -968832.750000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -968832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -968835.500000 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -968835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -968836.750000 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -968836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -968837.312500 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -968837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -968841.875000 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -968841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -968840.375000 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -968840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -968840.375000 Penalty: 4454.103027
	Iteration 44F: 3 clusters Score -968840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -210260.515625 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -210260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207857.203125 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -207857.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -208234.000000 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -208234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208339.937500 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -208339.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208386.250000 Penalty: 3666.141846
	Iteration 3Q: 3 clusters Score -208386.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -208410.328125 Penalty: 3666.141846
	Iteration 4Q: 3 clusters Score -208410.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208426.921875 Penalty: 3666.141846
	Iteration 5Q: 3 clusters Score -208426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208437.890625 Penalty: 3666.141846
	Iteration 6Q: 3 clusters Score -208437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208446.328125 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -208446.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -208453.750000 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -208453.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208461.703125 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -208461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208468.046875 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -208468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208476.437500 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -208476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208482.343750 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -208482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208485.734375 Penalty: 3666.141846
	Iteration 13Q: 3 clusters Score -208485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208487.515625 Penalty: 3666.141846
	Iteration 14Q: 3 clusters Score -208487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208488.718750 Penalty: 3666.141846
	Iteration 15Q: 3 clusters Score -208488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208489.531250 Penalty: 3666.141846
	Iteration 16Q: 3 clusters Score -208489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208489.937500 Penalty: 3666.141846
	Iteration 17Q: 3 clusters Score -208489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208490.515625 Penalty: 3666.141846
	Iteration 18Q: 3 clusters Score -208490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208491.765625 Penalty: 3666.141846
	Iteration 19Q: 3 clusters Score -208491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208494.062500 Penalty: 3666.141846
	Iteration 20F: 3 clusters Score -208494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208495.718750 Penalty: 3666.141846
	Iteration 21Q: 3 clusters Score -208495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208497.265625 Penalty: 3666.141846
	Iteration 22Q: 3 clusters Score -208497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208497.656250 Penalty: 3666.141846
	Iteration 23Q: 3 clusters Score -208497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208498.468750 Penalty: 3666.141846
	Iteration 24Q: 3 clusters Score -208498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208498.468750 Penalty: 3666.141846
	Iteration 25F: 3 clusters Score -208498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -610172.625000 Penalty: 2110.921143
	Iteration 0F: 2 clusters Score -610172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -605656.312500 Penalty: 4221.842285
	Iteration 0F: 3 clusters Score -605656.3 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -606794.625000 Penalty: 4221.842285
	Iteration 1F: 3 clusters Score -606794.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -607108.000000 Penalty: 4221.842285
	Iteration 2F: 3 clusters Score -607108 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -607337.125000 Penalty: 4221.842285
	Iteration 3F: 3 clusters Score -607337.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -607513.750000 Penalty: 4221.842285
	Iteration 4Q: 3 clusters Score -607513.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -607667.000000 Penalty: 4221.842285
	Iteration 5Q: 3 clusters Score -607667 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -607799.187500 Penalty: 4221.842285
	Iteration 6Q: 3 clusters Score -607799.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -607922.750000 Penalty: 4221.842285
	Iteration 7Q: 3 clusters Score -607922.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -608029.625000 Penalty: 4221.842285
	Iteration 8Q: 3 clusters Score -608029.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -608100.125000 Penalty: 4221.842285
	Iteration 9Q: 3 clusters Score -608100.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -608156.750000 Penalty: 4221.842285
	Iteration 10Q: 3 clusters Score -608156.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -608209.812500 Penalty: 4221.842285
	Iteration 11Q: 3 clusters Score -608209.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -608236.437500 Penalty: 4221.842285
	Iteration 12Q: 3 clusters Score -608236.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -608263.187500 Penalty: 4221.842285
	Iteration 13Q: 3 clusters Score -608263.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -608286.312500 Penalty: 4221.842285
	Iteration 14Q: 3 clusters Score -608286.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -608311.812500 Penalty: 4221.842285
	Iteration 15Q: 3 clusters Score -608311.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -608342.875000 Penalty: 4221.842285
	Iteration 16Q: 3 clusters Score -608342.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -608364.750000 Penalty: 4221.842285
	Iteration 17Q: 3 clusters Score -608364.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -608385.875000 Penalty: 4221.842285
	Iteration 18Q: 3 clusters Score -608385.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -608398.562500 Penalty: 4221.842285
	Iteration 19Q: 3 clusters Score -608398.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -608412.250000 Penalty: 4221.842285
	Iteration 20F: 3 clusters Score -608412.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -608423.812500 Penalty: 4221.842285
	Iteration 21Q: 3 clusters Score -608423.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -608436.312500 Penalty: 4221.842285
	Iteration 22Q: 3 clusters Score -608436.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -608447.375000 Penalty: 4221.842285
	Iteration 23Q: 3 clusters Score -608447.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -608459.812500 Penalty: 4221.842285
	Iteration 24Q: 3 clusters Score -608459.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -608476.812500 Penalty: 4221.842285
	Iteration 25Q: 3 clusters Score -608476.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -608495.000000 Penalty: 4221.842285
	Iteration 26Q: 3 clusters Score -608495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -608506.000000 Penalty: 4221.842285
	Iteration 27Q: 3 clusters Score -608506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -608510.500000 Penalty: 4221.842285
	Iteration 28Q: 3 clusters Score -608510.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -608520.312500 Penalty: 4221.842285
	Iteration 29Q: 3 clusters Score -608520.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -608527.187500 Penalty: 4221.842285
	Iteration 30Q: 3 clusters Score -608527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -608532.625000 Penalty: 4221.842285
	Iteration 31Q: 3 clusters Score -608532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -608535.562500 Penalty: 4221.842285
	Iteration 32Q: 3 clusters Score -608535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -608540.312500 Penalty: 4221.842285
	Iteration 33Q: 3 clusters Score -608540.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -608545.062500 Penalty: 4221.842285
	Iteration 34Q: 3 clusters Score -608545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -608548.500000 Penalty: 4221.842285
	Iteration 35Q: 3 clusters Score -608548.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -608550.812500 Penalty: 4221.842285
	Iteration 36Q: 3 clusters Score -608550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -608553.687500 Penalty: 4221.842285
	Iteration 37Q: 3 clusters Score -608553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -608556.375000 Penalty: 4221.842285
	Iteration 38Q: 3 clusters Score -608556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -608559.187500 Penalty: 4221.842285
	Iteration 39Q: 3 clusters Score -608559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -608561.375000 Penalty: 4221.842285
	Iteration 40F: 3 clusters Score -608561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -608563.750000 Penalty: 4221.842285
	Iteration 41Q: 3 clusters Score -608563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -608564.875000 Penalty: 4221.842285
	Iteration 42Q: 3 clusters Score -608564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -608566.437500 Penalty: 4221.842285
	Iteration 43Q: 3 clusters Score -608566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -608567.437500 Penalty: 4221.842285
	Iteration 44Q: 3 clusters Score -608567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -608568.250000 Penalty: 4221.842285
	Iteration 45Q: 3 clusters Score -608568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -608569.375000 Penalty: 4221.842285
	Iteration 46Q: 3 clusters Score -608569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -608569.937500 Penalty: 4221.842285
	Iteration 47Q: 3 clusters Score -608569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -608569.812500 Penalty: 4221.842285
	Iteration 48Q: 3 clusters Score -608569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -608569.687500 Penalty: 4221.842285
	Iteration 49Q: 3 clusters Score -608569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -608569.687500 Penalty: 4221.842285
	Iteration 50F: 3 clusters Score -608569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (139758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Entering Unmasked Estep 
Score: -18124316.000000 Penalty: 2938.221680
	Iteration 0F: 2 clusters Score -1.812432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -18031886.000000 Penalty: 5876.443359
	Iteration 0F: 3 clusters Score -1.803189e+07 nChanged 66678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -18071238.000000 Penalty: 5876.443359
	Iteration 1F: 3 clusters Score -1.807124e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -18072580.000000 Penalty: 5876.443359
	Iteration 2Q: 3 clusters Score -1.807258e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -18074362.000000 Penalty: 5876.443359
	Iteration 3Q: 3 clusters Score -1.807436e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -18076412.000000 Penalty: 5876.443359
	Iteration 4Q: 3 clusters Score -1.807641e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -18079456.000000 Penalty: 5876.443359
	Iteration 5Q: 3 clusters Score -1.807946e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -18083914.000000 Penalty: 5876.443359
	Iteration 6F: 3 clusters Score -1.808391e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -18090218.000000 Penalty: 5876.443359
	Iteration 7F: 3 clusters Score -1.809022e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -18096556.000000 Penalty: 5876.443359
	Iteration 8F: 3 clusters Score -1.809656e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -18100410.000000 Penalty: 5876.443359
	Iteration 9F: 3 clusters Score -1.810041e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -18101790.000000 Penalty: 5876.443359
	Iteration 10Q: 3 clusters Score -1.810179e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -18102390.000000 Penalty: 5876.443359
	Iteration 11Q: 3 clusters Score -1.810239e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -18102696.000000 Penalty: 5876.443359
	Iteration 12Q: 3 clusters Score -1.81027e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -18102894.000000 Penalty: 5876.443359
	Iteration 13Q: 3 clusters Score -1.810289e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -18103064.000000 Penalty: 5876.443359
	Iteration 14Q: 3 clusters Score -1.810306e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -18103282.000000 Penalty: 5876.443359
	Iteration 15Q: 3 clusters Score -1.810328e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -18103616.000000 Penalty: 5876.443359
	Iteration 16Q: 3 clusters Score -1.810362e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -18103806.000000 Penalty: 5876.443359
	Iteration 17Q: 3 clusters Score -1.810381e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -18103958.000000 Penalty: 5876.443359
	Iteration 18Q: 3 clusters Score -1.810396e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -18104194.000000 Penalty: 5876.443359
	Iteration 19Q: 3 clusters Score -1.810419e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -18104422.000000 Penalty: 5876.443359
	Iteration 20F: 3 clusters Score -1.810442e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -18104582.000000 Penalty: 5876.443359
	Iteration 21Q: 3 clusters Score -1.810458e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -18104760.000000 Penalty: 5876.443359
	Iteration 22Q: 3 clusters Score -1.810476e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -18104934.000000 Penalty: 5876.443359
	Iteration 23Q: 3 clusters Score -1.810493e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -18105020.000000 Penalty: 5876.443359
	Iteration 24Q: 3 clusters Score -1.810502e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -18105232.000000 Penalty: 5876.443359
	Iteration 25Q: 3 clusters Score -1.810523e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -18105356.000000 Penalty: 5876.443359
	Iteration 26Q: 3 clusters Score -1.810536e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -18105494.000000 Penalty: 5876.443359
	Iteration 27Q: 3 clusters Score -1.810549e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -18105608.000000 Penalty: 5876.443359
	Iteration 28Q: 3 clusters Score -1.810561e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -18105798.000000 Penalty: 5876.443359
	Iteration 29Q: 3 clusters Score -1.81058e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -18105918.000000 Penalty: 5876.443359
	Iteration 30Q: 3 clusters Score -1.810592e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -18106048.000000 Penalty: 5876.443359
	Iteration 31Q: 3 clusters Score -1.810605e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -18106108.000000 Penalty: 5876.443359
	Iteration 32Q: 3 clusters Score -1.810611e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -18106292.000000 Penalty: 5876.443359
	Iteration 33Q: 3 clusters Score -1.810629e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -18106428.000000 Penalty: 5876.443359
	Iteration 34Q: 3 clusters Score -1.810643e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -18106560.000000 Penalty: 5876.443359
	Iteration 35Q: 3 clusters Score -1.810656e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -18106782.000000 Penalty: 5876.443359
	Iteration 36Q: 3 clusters Score -1.810678e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -18107010.000000 Penalty: 5876.443359
	Iteration 37Q: 3 clusters Score -1.810701e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -18107156.000000 Penalty: 5876.443359
	Iteration 38Q: 3 clusters Score -1.810716e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -18107430.000000 Penalty: 5876.443359
	Iteration 39Q: 3 clusters Score -1.810743e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -18107668.000000 Penalty: 5876.443359
	Iteration 40F: 3 clusters Score -1.810767e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -18108082.000000 Penalty: 5876.443359
	Iteration 41Q: 3 clusters Score -1.810808e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -18108462.000000 Penalty: 5876.443359
	Iteration 42Q: 3 clusters Score -1.810846e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -18108740.000000 Penalty: 5876.443359
	Iteration 43Q: 3 clusters Score -1.810874e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -18109134.000000 Penalty: 5876.443359
	Iteration 44Q: 3 clusters Score -1.810913e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -18109478.000000 Penalty: 5876.443359
	Iteration 45Q: 3 clusters Score -1.810948e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -18109980.000000 Penalty: 5876.443359
	Iteration 46Q: 3 clusters Score -1.810998e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -18110498.000000 Penalty: 5876.443359
	Iteration 47Q: 3 clusters Score -1.81105e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -18111024.000000 Penalty: 5876.443359
	Iteration 48Q: 3 clusters Score -1.811102e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -18111504.000000 Penalty: 5876.443359
	Iteration 49Q: 3 clusters Score -1.81115e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -18111988.000000 Penalty: 5876.443359
	Iteration 50Q: 3 clusters Score -1.811199e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -18112620.000000 Penalty: 5876.443359
	Iteration 51Q: 3 clusters Score -1.811262e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -18113276.000000 Penalty: 5876.443359
	Iteration 52Q: 3 clusters Score -1.811328e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -18113844.000000 Penalty: 5876.443359
	Iteration 53Q: 3 clusters Score -1.811384e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -18114420.000000 Penalty: 5876.443359
	Iteration 54Q: 3 clusters Score -1.811442e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -18114996.000000 Penalty: 5876.443359
	Iteration 55Q: 3 clusters Score -1.8115e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -18115580.000000 Penalty: 5876.443359
	Iteration 56Q: 3 clusters Score -1.811558e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 124078 members 
Entering Unmasked Estep 
Score: -18116190.000000 Penalty: 5876.443359
	Iteration 57Q: 3 clusters Score -1.811619e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -18116768.000000 Penalty: 5876.443359
	Iteration 58Q: 3 clusters Score -1.811677e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -18117266.000000 Penalty: 5876.443359
	Iteration 59Q: 3 clusters Score -1.811727e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -18117772.000000 Penalty: 5876.443359
	Iteration 60F: 3 clusters Score -1.811777e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -18118254.000000 Penalty: 5876.443359
	Iteration 61Q: 3 clusters Score -1.811825e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 131092 members 
Entering Unmasked Estep 
Score: -18118736.000000 Penalty: 5876.443359
	Iteration 62Q: 3 clusters Score -1.811874e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 132222 members 
Entering Unmasked Estep 
Score: -18119242.000000 Penalty: 5876.443359
	Iteration 63Q: 3 clusters Score -1.811924e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -18119726.000000 Penalty: 5876.443359
	Iteration 64Q: 3 clusters Score -1.811973e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -18120026.000000 Penalty: 5876.443359
	Iteration 65Q: 3 clusters Score -1.812003e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 134830 members 
Entering Unmasked Estep 
Score: -18120318.000000 Penalty: 5876.443359
	Iteration 66Q: 3 clusters Score -1.812032e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -18120644.000000 Penalty: 5876.443359
	Iteration 67Q: 3 clusters Score -1.812064e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -18120872.000000 Penalty: 5876.443359
	Iteration 68Q: 3 clusters Score -1.812087e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -18121074.000000 Penalty: 5876.443359
	Iteration 69Q: 3 clusters Score -1.812107e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -18121192.000000 Penalty: 5876.443359
	Iteration 70Q: 3 clusters Score -1.812119e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -18121310.000000 Penalty: 5876.443359
	Iteration 71Q: 3 clusters Score -1.812131e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -18121466.000000 Penalty: 5876.443359
	Iteration 72Q: 3 clusters Score -1.812147e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -18121568.000000 Penalty: 5876.443359
	Iteration 73Q: 3 clusters Score -1.812157e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 137764 members 
Entering Unmasked Estep 
Score: -18121616.000000 Penalty: 5876.443359
	Iteration 74Q: 3 clusters Score -1.812162e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 137893 members 
Entering Unmasked Estep 
Score: -18121652.000000 Penalty: 5876.443359
	Iteration 75Q: 3 clusters Score -1.812165e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -18121710.000000 Penalty: 5876.443359
	Iteration 76Q: 3 clusters Score -1.812171e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
Score: -18121738.000000 Penalty: 5876.443359
	Iteration 77Q: 3 clusters Score -1.812174e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 138142 members 
Entering Unmasked Estep 
Score: -18121766.000000 Penalty: 5876.443359
	Iteration 78Q: 3 clusters Score -1.812177e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 138196 members 
Entering Unmasked Estep 
Score: -18121818.000000 Penalty: 5876.443359
	Iteration 79Q: 3 clusters Score -1.812182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -18121814.000000 Penalty: 5876.443359
	Iteration 80F: 3 clusters Score -1.812181e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -18121822.000000 Penalty: 5876.443359
	Iteration 81Q: 3 clusters Score -1.812182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -18121832.000000 Penalty: 5876.443359
	Iteration 82Q: 3 clusters Score -1.812183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 138352 members 
Entering Unmasked Estep 
Score: -18121872.000000 Penalty: 5876.443359
	Iteration 83Q: 3 clusters Score -1.812187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -18121880.000000 Penalty: 5876.443359
	Iteration 84Q: 3 clusters Score -1.812188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 138404 members 
Entering Unmasked Estep 
Score: -18121880.000000 Penalty: 5876.443359
	Iteration 85Q: 3 clusters Score -1.812188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 138428 members 
Entering Unmasked Estep 
Score: -18121884.000000 Penalty: 5876.443359
	Iteration 86Q: 3 clusters Score -1.812188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 138445 members 
Entering Unmasked Estep 
Score: -18121894.000000 Penalty: 5876.443359
	Iteration 87Q: 3 clusters Score -1.812189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 138460 members 
Entering Unmasked Estep 
Score: -18121902.000000 Penalty: 5876.443359
	Iteration 88Q: 3 clusters Score -1.81219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -18121912.000000 Penalty: 5876.443359
	Iteration 89Q: 3 clusters Score -1.812191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 138481 members 
Entering Unmasked Estep 
Score: -18121914.000000 Penalty: 5876.443359
	Iteration 90Q: 3 clusters Score -1.812191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 138489 members 
Entering Unmasked Estep 
Score: -18121934.000000 Penalty: 5876.443359
	Iteration 91Q: 3 clusters Score -1.812193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -18121936.000000 Penalty: 5876.443359
	Iteration 92Q: 3 clusters Score -1.812194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 138506 members 
Entering Unmasked Estep 
Score: -18121942.000000 Penalty: 5876.443359
	Iteration 93Q: 3 clusters Score -1.812194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 138516 members 
Entering Unmasked Estep 
Score: -18121932.000000 Penalty: 5876.443359
	Iteration 94Q: 3 clusters Score -1.812193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -18121934.000000 Penalty: 5876.443359
	Iteration 95Q: 3 clusters Score -1.812193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -18121940.000000 Penalty: 5876.443359
	Iteration 96Q: 3 clusters Score -1.812194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 138542 members 
Entering Unmasked Estep 
Score: -18121950.000000 Penalty: 5876.443359
	Iteration 97Q: 3 clusters Score -1.812195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 138550 members 
Entering Unmasked Estep 
Score: -18121940.000000 Penalty: 5876.443359
	Iteration 98Q: 3 clusters Score -1.812194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -18121954.000000 Penalty: 5876.443359
	Iteration 99Q: 3 clusters Score -1.812195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -18121948.000000 Penalty: 5876.443359
	Iteration 100F: 3 clusters Score -1.812195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -18121968.000000 Penalty: 5876.443359
	Iteration 101Q: 3 clusters Score -1.812197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 138587 members 
Entering Unmasked Estep 
Score: -18121978.000000 Penalty: 5876.443359
	Iteration 102Q: 3 clusters Score -1.812198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -18121960.000000 Penalty: 5876.443359
	Iteration 103Q: 3 clusters Score -1.812196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -18121962.000000 Penalty: 5876.443359
	Iteration 104Q: 3 clusters Score -1.812196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -18121980.000000 Penalty: 5876.443359
	Iteration 105Q: 3 clusters Score -1.812198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -18121978.000000 Penalty: 5876.443359
	Iteration 106Q: 3 clusters Score -1.812198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -18121972.000000 Penalty: 5876.443359
	Iteration 107Q: 3 clusters Score -1.812197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -18121976.000000 Penalty: 5876.443359
	Iteration 108Q: 3 clusters Score -1.812198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -18121988.000000 Penalty: 5876.443359
	Iteration 109Q: 3 clusters Score -1.812199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -18121992.000000 Penalty: 5876.443359
	Iteration 110Q: 3 clusters Score -1.812199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -18121994.000000 Penalty: 5876.443359
	Iteration 111Q: 3 clusters Score -1.812199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -18121992.000000 Penalty: 5876.443359
	Iteration 112Q: 3 clusters Score -1.812199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -18121992.000000 Penalty: 5876.443359
	Iteration 113F: 3 clusters Score -1.812199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -481261.500000 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -481261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -477524.218750 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -477524.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478256.031250 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -478256 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -478411.125000 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -478411.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -478535.500000 Penalty: 4078.519775
	Iteration 3Q: 3 clusters Score -478535.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -478615.406250 Penalty: 4078.519775
	Iteration 4Q: 3 clusters Score -478615.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -478673.500000 Penalty: 4078.519775
	Iteration 5Q: 3 clusters Score -478673.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -478724.687500 Penalty: 4078.519775
	Iteration 6Q: 3 clusters Score -478724.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -478770.687500 Penalty: 4078.519775
	Iteration 7Q: 3 clusters Score -478770.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -478812.843750 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -478812.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -478844.218750 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -478844.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -478872.718750 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -478872.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -478895.968750 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -478896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -478918.968750 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -478919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -478931.687500 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -478931.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -478942.812500 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -478942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -478953.312500 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -478953.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -478963.218750 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -478963.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -478971.468750 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -478971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -478977.593750 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -478977.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -478985.437500 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -478985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -478988.125000 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -478988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -478991.750000 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -478991.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -478998.375000 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -478998.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -479003.750000 Penalty: 4078.519775
	Iteration 23Q: 3 clusters Score -479003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -479009.406250 Penalty: 4078.519775
	Iteration 24Q: 3 clusters Score -479009.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -479019.218750 Penalty: 4078.519775
	Iteration 25Q: 3 clusters Score -479019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -479027.125000 Penalty: 4078.519775
	Iteration 26Q: 3 clusters Score -479027.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479037.343750 Penalty: 4078.519775
	Iteration 27Q: 3 clusters Score -479037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -479044.125000 Penalty: 4078.519775
	Iteration 28Q: 3 clusters Score -479044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -479056.312500 Penalty: 4078.519775
	Iteration 29Q: 3 clusters Score -479056.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -479065.718750 Penalty: 4078.519775
	Iteration 30Q: 3 clusters Score -479065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -479074.593750 Penalty: 4078.519775
	Iteration 31Q: 3 clusters Score -479074.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -479087.531250 Penalty: 4078.519775
	Iteration 32Q: 3 clusters Score -479087.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -479102.125000 Penalty: 4078.519775
	Iteration 33Q: 3 clusters Score -479102.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -479116.750000 Penalty: 4078.519775
	Iteration 34Q: 3 clusters Score -479116.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -479136.125000 Penalty: 4078.519775
	Iteration 35Q: 3 clusters Score -479136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -479150.968750 Penalty: 4078.519775
	Iteration 36Q: 3 clusters Score -479151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -479168.843750 Penalty: 4078.519775
	Iteration 37Q: 3 clusters Score -479168.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -479181.625000 Penalty: 4078.519775
	Iteration 38Q: 3 clusters Score -479181.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -479199.093750 Penalty: 4078.519775
	Iteration 39Q: 3 clusters Score -479199.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -479218.093750 Penalty: 4078.519775
	Iteration 40F: 3 clusters Score -479218.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -479238.687500 Penalty: 4078.519775
	Iteration 41Q: 3 clusters Score -479238.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -479273.125000 Penalty: 4078.519775
	Iteration 42Q: 3 clusters Score -479273.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -479323.281250 Penalty: 4078.519775
	Iteration 43Q: 3 clusters Score -479323.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -479395.812500 Penalty: 4078.519775
	Iteration 44Q: 3 clusters Score -479395.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -479495.593750 Penalty: 4078.519775
	Iteration 45Q: 3 clusters Score -479495.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -479618.343750 Penalty: 4078.519775
	Iteration 46Q: 3 clusters Score -479618.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -479718.937500 Penalty: 4078.519775
	Iteration 47Q: 3 clusters Score -479718.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -479804.281250 Penalty: 4078.519775
	Iteration 48Q: 3 clusters Score -479804.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -479867.187500 Penalty: 4078.519775
	Iteration 49Q: 3 clusters Score -479867.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -479919.343750 Penalty: 4078.519775
	Iteration 50Q: 3 clusters Score -479919.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -479966.875000 Penalty: 4078.519775
	Iteration 51Q: 3 clusters Score -479966.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -480021.468750 Penalty: 4078.519775
	Iteration 52Q: 3 clusters Score -480021.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -480075.937500 Penalty: 4078.519775
	Iteration 53Q: 3 clusters Score -480075.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -480127.031250 Penalty: 4078.519775
	Iteration 54Q: 3 clusters Score -480127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -480169.875000 Penalty: 4078.519775
	Iteration 55Q: 3 clusters Score -480169.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -480215.031250 Penalty: 4078.519775
	Iteration 56Q: 3 clusters Score -480215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -480253.093750 Penalty: 4078.519775
	Iteration 57Q: 3 clusters Score -480253.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -480272.937500 Penalty: 4078.519775
	Iteration 58Q: 3 clusters Score -480272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -480290.125000 Penalty: 4078.519775
	Iteration 59Q: 3 clusters Score -480290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -480310.218750 Penalty: 4078.519775
	Iteration 60F: 3 clusters Score -480310.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -480329.093750 Penalty: 4078.519775
	Iteration 61Q: 3 clusters Score -480329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -480344.593750 Penalty: 4078.519775
	Iteration 62Q: 3 clusters Score -480344.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -480362.062500 Penalty: 4078.519775
	Iteration 63Q: 3 clusters Score -480362.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -480377.000000 Penalty: 4078.519775
	Iteration 64Q: 3 clusters Score -480377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -480390.156250 Penalty: 4078.519775
	Iteration 65Q: 3 clusters Score -480390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -480402.406250 Penalty: 4078.519775
	Iteration 66Q: 3 clusters Score -480402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -480412.812500 Penalty: 4078.519775
	Iteration 67Q: 3 clusters Score -480412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -480423.906250 Penalty: 4078.519775
	Iteration 68Q: 3 clusters Score -480423.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480438.625000 Penalty: 4078.519775
	Iteration 69Q: 3 clusters Score -480438.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -480448.718750 Penalty: 4078.519775
	Iteration 70Q: 3 clusters Score -480448.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -480454.312500 Penalty: 4078.519775
	Iteration 71Q: 3 clusters Score -480454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -480463.406250 Penalty: 4078.519775
	Iteration 72Q: 3 clusters Score -480463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -480468.218750 Penalty: 4078.519775
	Iteration 73Q: 3 clusters Score -480468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -480470.968750 Penalty: 4078.519775
	Iteration 74Q: 3 clusters Score -480471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -480472.218750 Penalty: 4078.519775
	Iteration 75Q: 3 clusters Score -480472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -480472.656250 Penalty: 4078.519775
	Iteration 76Q: 3 clusters Score -480472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -480473.781250 Penalty: 4078.519775
	Iteration 77Q: 3 clusters Score -480473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -480475.406250 Penalty: 4078.519775
	Iteration 78Q: 3 clusters Score -480475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -480476.968750 Penalty: 4078.519775
	Iteration 79Q: 3 clusters Score -480477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -480478.843750 Penalty: 4078.519775
	Iteration 80F: 3 clusters Score -480478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -480480.343750 Penalty: 4078.519775
	Iteration 81Q: 3 clusters Score -480480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -480480.593750 Penalty: 4078.519775
	Iteration 82Q: 3 clusters Score -480480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -480480.593750 Penalty: 4078.519775
	Iteration 83F: 3 clusters Score -480480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Entering Unmasked Estep 
Score: -8428935.000000 Penalty: 2748.935547
	Iteration 0F: 2 clusters Score -8428935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8385409.000000 Penalty: 5497.871094
	Iteration 0F: 3 clusters Score -8385409 nChanged 30292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -8402514.000000 Penalty: 5497.871094
	Iteration 1F: 3 clusters Score -8402514 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8403333.000000 Penalty: 5497.871094
	Iteration 2Q: 3 clusters Score -8403333 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -8404259.000000 Penalty: 5497.871094
	Iteration 3Q: 3 clusters Score -8404259 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8405353.000000 Penalty: 5497.871094
	Iteration 4Q: 3 clusters Score -8405353 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -8406667.000000 Penalty: 5497.871094
	Iteration 5Q: 3 clusters Score -8406667 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -8408200.000000 Penalty: 5497.871094
	Iteration 6Q: 3 clusters Score -8408200 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -8409595.000000 Penalty: 5497.871094
	Iteration 7Q: 3 clusters Score -8409595 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8411135.000000 Penalty: 5497.871094
	Iteration 8Q: 3 clusters Score -8411135 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8412458.000000 Penalty: 5497.871094
	Iteration 9Q: 3 clusters Score -8412458 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8413751.000000 Penalty: 5497.871094
	Iteration 10Q: 3 clusters Score -8413751 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8415052.000000 Penalty: 5497.871094
	Iteration 11Q: 3 clusters Score -8415052 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8416402.000000 Penalty: 5497.871094
	Iteration 12Q: 3 clusters Score -8416402 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -8417963.000000 Penalty: 5497.871094
	Iteration 13Q: 3 clusters Score -8417963 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -8419504.000000 Penalty: 5497.871094
	Iteration 14Q: 3 clusters Score -8419504 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -8421085.000000 Penalty: 5497.871094
	Iteration 15Q: 3 clusters Score -8421085 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -8422519.000000 Penalty: 5497.871094
	Iteration 16Q: 3 clusters Score -8422519 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -8423702.000000 Penalty: 5497.871094
	Iteration 17Q: 3 clusters Score -8423702 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -8424610.000000 Penalty: 5497.871094
	Iteration 18Q: 3 clusters Score -8424610 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -8425227.000000 Penalty: 5497.871094
	Iteration 19Q: 3 clusters Score -8425227 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8425646.000000 Penalty: 5497.871094
	Iteration 20F: 3 clusters Score -8425646 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8425955.000000 Penalty: 5497.871094
	Iteration 21Q: 3 clusters Score -8425955 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -8426145.000000 Penalty: 5497.871094
	Iteration 22Q: 3 clusters Score -8426145 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -8426277.000000 Penalty: 5497.871094
	Iteration 23Q: 3 clusters Score -8426277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -8426347.000000 Penalty: 5497.871094
	Iteration 24Q: 3 clusters Score -8426347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8426414.000000 Penalty: 5497.871094
	Iteration 25Q: 3 clusters Score -8426414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -8426459.000000 Penalty: 5497.871094
	Iteration 26Q: 3 clusters Score -8426459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -8426518.000000 Penalty: 5497.871094
	Iteration 27Q: 3 clusters Score -8426518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -8426523.000000 Penalty: 5497.871094
	Iteration 28Q: 3 clusters Score -8426523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -8426532.000000 Penalty: 5497.871094
	Iteration 29Q: 3 clusters Score -8426532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -8426548.000000 Penalty: 5497.871094
	Iteration 30Q: 3 clusters Score -8426548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -8426546.000000 Penalty: 5497.871094
	Iteration 31Q: 3 clusters Score -8426546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -8426560.000000 Penalty: 5497.871094
	Iteration 32Q: 3 clusters Score -8426560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -8426564.000000 Penalty: 5497.871094
	Iteration 33Q: 3 clusters Score -8426564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8426567.000000 Penalty: 5497.871094
	Iteration 34Q: 3 clusters Score -8426567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8426556.000000 Penalty: 5497.871094
	Iteration 35Q: 3 clusters Score -8426556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -8426574.000000 Penalty: 5497.871094
	Iteration 36Q: 3 clusters Score -8426574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -8426588.000000 Penalty: 5497.871094
	Iteration 37Q: 3 clusters Score -8426588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8426585.000000 Penalty: 5497.871094
	Iteration 38Q: 3 clusters Score -8426585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8426589.000000 Penalty: 5497.871094
	Iteration 39Q: 3 clusters Score -8426589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -8426594.000000 Penalty: 5497.871094
	Iteration 40F: 3 clusters Score -8426594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -8426597.000000 Penalty: 5497.871094
	Iteration 41Q: 3 clusters Score -8426597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8426599.000000 Penalty: 5497.871094
	Iteration 42Q: 3 clusters Score -8426599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -8426600.000000 Penalty: 5497.871094
	Iteration 43Q: 3 clusters Score -8426600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8426600.000000 Penalty: 5497.871094
	Iteration 44Q: 3 clusters Score -8426600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8426605.000000 Penalty: 5497.871094
	Iteration 45Q: 3 clusters Score -8426605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -8426604.000000 Penalty: 5497.871094
	Iteration 46Q: 3 clusters Score -8426604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8426606.000000 Penalty: 5497.871094
	Iteration 47Q: 3 clusters Score -8426606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -8426607.000000 Penalty: 5497.871094
	Iteration 48Q: 3 clusters Score -8426607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8426603.000000 Penalty: 5497.871094
	Iteration 49Q: 3 clusters Score -8426603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -8426596.000000 Penalty: 5497.871094
	Iteration 50Q: 3 clusters Score -8426596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8426607.000000 Penalty: 5497.871094
	Iteration 51Q: 3 clusters Score -8426607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -8426610.000000 Penalty: 5497.871094
	Iteration 52Q: 3 clusters Score -8426610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8426607.000000 Penalty: 5497.871094
	Iteration 53Q: 3 clusters Score -8426607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -8426613.000000 Penalty: 5497.871094
	Iteration 54Q: 3 clusters Score -8426613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8426616.000000 Penalty: 5497.871094
	Iteration 55Q: 3 clusters Score -8426616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -8426615.000000 Penalty: 5497.871094
	Iteration 56Q: 3 clusters Score -8426615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -8426612.000000 Penalty: 5497.871094
	Iteration 57Q: 3 clusters Score -8426612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8426608.000000 Penalty: 5497.871094
	Iteration 58Q: 3 clusters Score -8426608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8426612.000000 Penalty: 5497.871094
	Iteration 59Q: 3 clusters Score -8426612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -8426611.000000 Penalty: 5497.871094
	Iteration 60F: 3 clusters Score -8426611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -8426608.000000 Penalty: 5497.871094
	Iteration 61Q: 3 clusters Score -8426608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8426605.000000 Penalty: 5497.871094
	Iteration 62Q: 3 clusters Score -8426605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8426612.000000 Penalty: 5497.871094
	Iteration 63Q: 3 clusters Score -8426612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8426612.000000 Penalty: 5497.871094
	Iteration 64F: 3 clusters Score -8426612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (147861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147861 members 
Entering Unmasked Estep 
Score: -19130822.000000 Penalty: 2952.198975
	Iteration 0F: 2 clusters Score -1.913082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -19032220.000000 Penalty: 5904.397949
	Iteration 0F: 3 clusters Score -1.903222e+07 nChanged 70587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -19074020.000000 Penalty: 5904.397949
	Iteration 1F: 3 clusters Score -1.907402e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -19075710.000000 Penalty: 5904.397949
	Iteration 2Q: 3 clusters Score -1.907571e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -19078260.000000 Penalty: 5904.397949
	Iteration 3Q: 3 clusters Score -1.907826e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -19082606.000000 Penalty: 5904.397949
	Iteration 4F: 3 clusters Score -1.908261e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -19089672.000000 Penalty: 5904.397949
	Iteration 5F: 3 clusters Score -1.908967e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -19099272.000000 Penalty: 5904.397949
	Iteration 6F: 3 clusters Score -1.909927e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -19108968.000000 Penalty: 5904.397949
	Iteration 7F: 3 clusters Score -1.910897e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -19115774.000000 Penalty: 5904.397949
	Iteration 8F: 3 clusters Score -1.911577e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -19119378.000000 Penalty: 5904.397949
	Iteration 9Q: 3 clusters Score -1.911938e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -19121226.000000 Penalty: 5904.397949
	Iteration 10Q: 3 clusters Score -1.912123e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 125866 members 
Entering Unmasked Estep 
Score: -19122336.000000 Penalty: 5904.397949
	Iteration 11Q: 3 clusters Score -1.912234e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -19123336.000000 Penalty: 5904.397949
	Iteration 12Q: 3 clusters Score -1.912334e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -19124186.000000 Penalty: 5904.397949
	Iteration 13Q: 3 clusters Score -1.912419e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 131727 members 
Entering Unmasked Estep 
Score: -19124902.000000 Penalty: 5904.397949
	Iteration 14Q: 3 clusters Score -1.91249e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -19125562.000000 Penalty: 5904.397949
	Iteration 15Q: 3 clusters Score -1.912556e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -19126236.000000 Penalty: 5904.397949
	Iteration 16Q: 3 clusters Score -1.912624e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -19126746.000000 Penalty: 5904.397949
	Iteration 17Q: 3 clusters Score -1.912675e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -19127136.000000 Penalty: 5904.397949
	Iteration 18Q: 3 clusters Score -1.912714e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -19127468.000000 Penalty: 5904.397949
	Iteration 19Q: 3 clusters Score -1.912747e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -19127704.000000 Penalty: 5904.397949
	Iteration 20F: 3 clusters Score -1.91277e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 139880 members 
Entering Unmasked Estep 
Score: -19127952.000000 Penalty: 5904.397949
	Iteration 21Q: 3 clusters Score -1.912795e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -19128054.000000 Penalty: 5904.397949
	Iteration 22Q: 3 clusters Score -1.912805e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -19128270.000000 Penalty: 5904.397949
	Iteration 23Q: 3 clusters Score -1.912827e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -19128378.000000 Penalty: 5904.397949
	Iteration 24Q: 3 clusters Score -1.912838e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 142192 members 
Entering Unmasked Estep 
Score: -19128516.000000 Penalty: 5904.397949
	Iteration 25Q: 3 clusters Score -1.912852e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -19128648.000000 Penalty: 5904.397949
	Iteration 26Q: 3 clusters Score -1.912865e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -19128720.000000 Penalty: 5904.397949
	Iteration 27Q: 3 clusters Score -1.912872e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -19128762.000000 Penalty: 5904.397949
	Iteration 28Q: 3 clusters Score -1.912876e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -19128798.000000 Penalty: 5904.397949
	Iteration 29Q: 3 clusters Score -1.91288e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -19128832.000000 Penalty: 5904.397949
	Iteration 30Q: 3 clusters Score -1.912883e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -19128872.000000 Penalty: 5904.397949
	Iteration 31Q: 3 clusters Score -1.912887e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -19128942.000000 Penalty: 5904.397949
	Iteration 32Q: 3 clusters Score -1.912894e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -19128986.000000 Penalty: 5904.397949
	Iteration 33Q: 3 clusters Score -1.912899e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 144482 members 
Entering Unmasked Estep 
Score: -19128990.000000 Penalty: 5904.397949
	Iteration 34Q: 3 clusters Score -1.912899e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -19128994.000000 Penalty: 5904.397949
	Iteration 35Q: 3 clusters Score -1.912899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -19129028.000000 Penalty: 5904.397949
	Iteration 36Q: 3 clusters Score -1.912903e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 144793 members 
Entering Unmasked Estep 
Score: -19129010.000000 Penalty: 5904.397949
	Iteration 37Q: 3 clusters Score -1.912901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -19129032.000000 Penalty: 5904.397949
	Iteration 38Q: 3 clusters Score -1.912903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -19129066.000000 Penalty: 5904.397949
	Iteration 39Q: 3 clusters Score -1.912907e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -19129080.000000 Penalty: 5904.397949
	Iteration 40F: 3 clusters Score -1.912908e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -19129056.000000 Penalty: 5904.397949
	Iteration 41Q: 3 clusters Score -1.912906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 145069 members 
Entering Unmasked Estep 
Score: -19129044.000000 Penalty: 5904.397949
	Iteration 42Q: 3 clusters Score -1.912904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 145124 members 
Entering Unmasked Estep 
Score: -19129054.000000 Penalty: 5904.397949
	Iteration 43Q: 3 clusters Score -1.912905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -19129054.000000 Penalty: 5904.397949
	Iteration 44Q: 3 clusters Score -1.912905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -19129082.000000 Penalty: 5904.397949
	Iteration 45Q: 3 clusters Score -1.912908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 145257 members 
Entering Unmasked Estep 
Score: -19129114.000000 Penalty: 5904.397949
	Iteration 46Q: 3 clusters Score -1.912911e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -19129156.000000 Penalty: 5904.397949
	Iteration 47Q: 3 clusters Score -1.912916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -19129174.000000 Penalty: 5904.397949
	Iteration 48Q: 3 clusters Score -1.912917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -19129170.000000 Penalty: 5904.397949
	Iteration 49Q: 3 clusters Score -1.912917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -19129176.000000 Penalty: 5904.397949
	Iteration 50Q: 3 clusters Score -1.912918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -19129172.000000 Penalty: 5904.397949
	Iteration 51Q: 3 clusters Score -1.912917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -19129160.000000 Penalty: 5904.397949
	Iteration 52Q: 3 clusters Score -1.912916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 145447 members 
Entering Unmasked Estep 
Score: -19129152.000000 Penalty: 5904.397949
	Iteration 53Q: 3 clusters Score -1.912915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -19129168.000000 Penalty: 5904.397949
	Iteration 54Q: 3 clusters Score -1.912917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 145477 members 
Entering Unmasked Estep 
Score: -19129184.000000 Penalty: 5904.397949
	Iteration 55Q: 3 clusters Score -1.912918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -19129176.000000 Penalty: 5904.397949
	Iteration 56Q: 3 clusters Score -1.912918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -19129180.000000 Penalty: 5904.397949
	Iteration 57Q: 3 clusters Score -1.912918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -19129178.000000 Penalty: 5904.397949
	Iteration 58Q: 3 clusters Score -1.912918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -19129168.000000 Penalty: 5904.397949
	Iteration 59Q: 3 clusters Score -1.912917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -19129166.000000 Penalty: 5904.397949
	Iteration 60F: 3 clusters Score -1.912917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -19129172.000000 Penalty: 5904.397949
	Iteration 61Q: 3 clusters Score -1.912917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -19129200.000000 Penalty: 5904.397949
	Iteration 62Q: 3 clusters Score -1.91292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -19129206.000000 Penalty: 5904.397949
	Iteration 63Q: 3 clusters Score -1.912921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 145574 members 
Entering Unmasked Estep 
Score: -19129190.000000 Penalty: 5904.397949
	Iteration 64Q: 3 clusters Score -1.912919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 145581 members 
Entering Unmasked Estep 
Score: -19129206.000000 Penalty: 5904.397949
	Iteration 65Q: 3 clusters Score -1.912921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 145585 members 
Entering Unmasked Estep 
Score: -19129206.000000 Penalty: 5904.397949
	Iteration 66Q: 3 clusters Score -1.912921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 145588 members 
Entering Unmasked Estep 
Score: -19129200.000000 Penalty: 5904.397949
	Iteration 67Q: 3 clusters Score -1.91292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -19129200.000000 Penalty: 5904.397949
	Iteration 68Q: 3 clusters Score -1.91292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -19129200.000000 Penalty: 5904.397949
	Iteration 69Q: 3 clusters Score -1.91292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -19129194.000000 Penalty: 5904.397949
	Iteration 70Q: 3 clusters Score -1.912919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -19129194.000000 Penalty: 5904.397949
	Iteration 71F: 3 clusters Score -1.912919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178872 members 
Mstep: Class 3 contains 200466 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 168306 members 
Mstep: Class 8 contains 69568 members 
Mstep: Class 9 contains 84395 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139758 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 23 contains 65148 members 
Mstep: Class 24 contains 147861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138539904.000000 Penalty: 72410.773438
Iteration 119Q: 22 clusters Score -1.385399e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178814 members 
Mstep: Class 3 contains 200473 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 168315 members 
Mstep: Class 8 contains 69583 members 
Mstep: Class 9 contains 84397 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139860 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 23 contains 65145 members 
Mstep: Class 24 contains 147765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540096.000000 Penalty: 72410.773438
Iteration 120F: 22 clusters Score -1.385401e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178770 members 
Mstep: Class 3 contains 200455 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 168320 members 
Mstep: Class 8 contains 69593 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3812 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 139955 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 23 contains 65145 members 
Mstep: Class 24 contains 147701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540064.000000 Penalty: 72410.773438
Iteration 121Q: 22 clusters Score -1.385401e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178722 members 
Mstep: Class 3 contains 200447 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 168319 members 
Mstep: Class 8 contains 69611 members 
Mstep: Class 9 contains 84401 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140059 members 
Mstep: Class 21 contains 3723 members 
Mstep: Class 23 contains 65139 members 
Mstep: Class 24 contains 147634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540064.000000 Penalty: 72410.773438
Iteration 122Q: 22 clusters Score -1.385401e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178701 members 
Mstep: Class 3 contains 200411 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 168314 members 
Mstep: Class 8 contains 69630 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140158 members 
Mstep: Class 21 contains 3722 members 
Mstep: Class 23 contains 65133 members 
Mstep: Class 24 contains 147568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540176.000000 Penalty: 72410.773438
Iteration 123Q: 22 clusters Score -1.385402e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178670 members 
Mstep: Class 3 contains 200426 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 168313 members 
Mstep: Class 8 contains 69640 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 140223 members 
Mstep: Class 21 contains 3720 members 
Mstep: Class 23 contains 65131 members 
Mstep: Class 24 contains 147502 members 
Entering Unmasked Estep 
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Score: -138540224.000000 Penalty: 72410.773438
Iteration 124Q: 22 clusters Score -1.385402e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178636 members 
Mstep: Class 3 contains 200439 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 168324 members 
Mstep: Class 8 contains 69649 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7957 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 140298 members 
Mstep: Class 21 contains 3719 members 
Mstep: Class 23 contains 65128 members 
Mstep: Class 24 contains 147431 members 
Entering Unmasked Estep 
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Iteration 125Q: 22 clusters Score -1.385402e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178565 members 
Mstep: Class 3 contains 200449 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 168340 members 
Mstep: Class 8 contains 69681 members 
Mstep: Class 9 contains 84412 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140361 members 
Mstep: Class 21 contains 3717 members 
Mstep: Class 23 contains 65130 members 
Mstep: Class 24 contains 147383 members 
Entering Unmasked Estep 
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Iteration 126Q: 22 clusters Score -1.385403e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178508 members 
Mstep: Class 3 contains 200457 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 168350 members 
Mstep: Class 8 contains 69703 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7961 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140452 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 23 contains 65126 members 
Mstep: Class 24 contains 147314 members 
Entering Unmasked Estep 
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Iteration 127Q: 22 clusters Score -1.385404e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178462 members 
Mstep: Class 3 contains 200494 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 168342 members 
Mstep: Class 8 contains 69718 members 
Mstep: Class 9 contains 84420 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 7964 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140538 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 23 contains 65124 members 
Mstep: Class 24 contains 147226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 22 clusters Score -1.385404e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178410 members 
Mstep: Class 3 contains 200518 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 168343 members 
Mstep: Class 8 contains 69734 members 
Mstep: Class 9 contains 84420 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7963 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140631 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 23 contains 65121 members 
Mstep: Class 24 contains 147146 members 
Entering Unmasked Estep 
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Iteration 129Q: 22 clusters Score -1.385404e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178356 members 
Mstep: Class 3 contains 200549 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 168339 members 
Mstep: Class 8 contains 69746 members 
Mstep: Class 9 contains 84421 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7963 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140718 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 23 contains 65120 members 
Mstep: Class 24 contains 147071 members 
Entering Unmasked Estep 
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Iteration 130Q: 22 clusters Score -1.385404e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178294 members 
Mstep: Class 3 contains 200585 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 168326 members 
Mstep: Class 8 contains 69763 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7963 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140802 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 23 contains 65119 members 
Mstep: Class 24 contains 147008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540352.000000 Penalty: 72410.773438
Iteration 131Q: 22 clusters Score -1.385404e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178243 members 
Mstep: Class 3 contains 200615 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 168290 members 
Mstep: Class 8 contains 69785 members 
Mstep: Class 9 contains 84428 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140883 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65121 members 
Mstep: Class 24 contains 146951 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -1.385405e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178187 members 
Mstep: Class 3 contains 200654 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8675 members 
Mstep: Class 7 contains 168266 members 
Mstep: Class 8 contains 69812 members 
Mstep: Class 9 contains 84427 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7961 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 140953 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 23 contains 65124 members 
Mstep: Class 24 contains 146889 members 
Entering Unmasked Estep 
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Iteration 133Q: 22 clusters Score -1.385405e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178122 members 
Mstep: Class 3 contains 200690 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 168258 members 
Mstep: Class 8 contains 69833 members 
Mstep: Class 9 contains 84427 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 7961 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 141023 members 
Mstep: Class 21 contains 3707 members 
Mstep: Class 23 contains 65129 members 
Mstep: Class 24 contains 146826 members 
Entering Unmasked Estep 
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Score: -138540416.000000 Penalty: 72410.773438
Iteration 134Q: 22 clusters Score -1.385404e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178054 members 
Mstep: Class 3 contains 200728 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 168246 members 
Mstep: Class 8 contains 69855 members 
Mstep: Class 9 contains 84425 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 141109 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 23 contains 65129 members 
Mstep: Class 24 contains 146762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540528.000000 Penalty: 72410.773438
Iteration 135Q: 22 clusters Score -1.385405e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177964 members 
Mstep: Class 3 contains 200796 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 168246 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 141197 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 23 contains 65127 members 
Mstep: Class 24 contains 146667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540688.000000 Penalty: 72410.773438
Iteration 136Q: 22 clusters Score -1.385407e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177892 members 
Mstep: Class 3 contains 200852 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 168228 members 
Mstep: Class 8 contains 69912 members 
Mstep: Class 9 contains 84422 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 141292 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65129 members 
Mstep: Class 24 contains 146573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 22 clusters Score -1.385407e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177831 members 
Mstep: Class 3 contains 200887 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 168196 members 
Mstep: Class 8 contains 69949 members 
Mstep: Class 9 contains 84420 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 141390 members 
Mstep: Class 21 contains 3702 members 
Mstep: Class 23 contains 65130 members 
Mstep: Class 24 contains 146493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540608.000000 Penalty: 72410.773438
Iteration 138Q: 22 clusters Score -1.385406e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177778 members 
Mstep: Class 3 contains 200958 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 168166 members 
Mstep: Class 8 contains 69973 members 
Mstep: Class 9 contains 84421 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 141478 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65129 members 
Mstep: Class 24 contains 146384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 22 clusters Score -1.385407e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177735 members 
Mstep: Class 3 contains 201028 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8689 members 
Mstep: Class 7 contains 168145 members 
Mstep: Class 8 contains 69989 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 141559 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 23 contains 65127 members 
Mstep: Class 24 contains 146277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540672.000000 Penalty: 72410.773438
Iteration 140F: 22 clusters Score -1.385407e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177709 members 
Mstep: Class 3 contains 201070 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 168136 members 
Mstep: Class 8 contains 69999 members 
Mstep: Class 9 contains 84424 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 141649 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 23 contains 65123 members 
Mstep: Class 24 contains 146174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540800.000000 Penalty: 72410.773438
Iteration 141Q: 22 clusters Score -1.385408e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177676 members 
Mstep: Class 3 contains 201070 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 168127 members 
Mstep: Class 8 contains 70020 members 
Mstep: Class 9 contains 84426 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 141748 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 23 contains 65119 members 
Mstep: Class 24 contains 146099 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 22 clusters Score -1.385406e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177648 members 
Mstep: Class 3 contains 201073 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 168120 members 
Mstep: Class 8 contains 70042 members 
Mstep: Class 9 contains 84430 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 141840 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65116 members 
Mstep: Class 24 contains 146017 members 
Entering Unmasked Estep 
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Score: -138540608.000000 Penalty: 72410.773438
Iteration 143Q: 22 clusters Score -1.385406e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177636 members 
Mstep: Class 3 contains 201067 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 168102 members 
Mstep: Class 8 contains 70055 members 
Mstep: Class 9 contains 84433 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 141927 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65118 members 
Mstep: Class 24 contains 145944 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -1.385405e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177616 members 
Mstep: Class 3 contains 201074 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8701 members 
Mstep: Class 7 contains 168080 members 
Mstep: Class 8 contains 70068 members 
Mstep: Class 9 contains 84435 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7974 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 142005 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65123 members 
Mstep: Class 24 contains 145872 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -1.385405e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177586 members 
Mstep: Class 3 contains 201077 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 168070 members 
Mstep: Class 8 contains 70088 members 
Mstep: Class 9 contains 84435 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7979 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 142087 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 23 contains 65124 members 
Mstep: Class 24 contains 145796 members 
Entering Unmasked Estep 
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Iteration 146Q: 22 clusters Score -1.385408e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177540 members 
Mstep: Class 3 contains 201086 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 168067 members 
Mstep: Class 8 contains 70124 members 
Mstep: Class 9 contains 84437 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 142158 members 
Mstep: Class 21 contains 3703 members 
Mstep: Class 23 contains 65122 members 
Mstep: Class 24 contains 145724 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -1.385407e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177512 members 
Mstep: Class 3 contains 201092 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 168070 members 
Mstep: Class 8 contains 70162 members 
Mstep: Class 9 contains 84435 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 142236 members 
Mstep: Class 21 contains 3700 members 
Mstep: Class 23 contains 65120 members 
Mstep: Class 24 contains 145636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540624.000000 Penalty: 72410.773438
Iteration 148Q: 22 clusters Score -1.385406e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177502 members 
Mstep: Class 3 contains 201084 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 168062 members 
Mstep: Class 8 contains 70188 members 
Mstep: Class 9 contains 84430 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 142316 members 
Mstep: Class 21 contains 3697 members 
Mstep: Class 23 contains 65115 members 
Mstep: Class 24 contains 145566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540688.000000 Penalty: 72410.773438
Iteration 149Q: 22 clusters Score -1.385407e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177481 members 
Mstep: Class 3 contains 201113 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 168043 members 
Mstep: Class 8 contains 70205 members 
Mstep: Class 9 contains 84432 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 142373 members 
Mstep: Class 21 contains 3695 members 
Mstep: Class 23 contains 65111 members 
Mstep: Class 24 contains 145502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540784.000000 Penalty: 72410.773438
Iteration 150Q: 22 clusters Score -1.385408e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177471 members 
Mstep: Class 3 contains 201138 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 168024 members 
Mstep: Class 8 contains 70219 members 
Mstep: Class 9 contains 84431 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 142437 members 
Mstep: Class 21 contains 3694 members 
Mstep: Class 23 contains 65109 members 
Mstep: Class 24 contains 145431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540704.000000 Penalty: 72410.773438
Iteration 151Q: 22 clusters Score -1.385407e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177443 members 
Mstep: Class 3 contains 201151 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 168004 members 
Mstep: Class 8 contains 70245 members 
Mstep: Class 9 contains 84432 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7984 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142508 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65109 members 
Mstep: Class 24 contains 145373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540768.000000 Penalty: 72410.773438
Iteration 152Q: 22 clusters Score -1.385408e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177413 members 
Mstep: Class 3 contains 201154 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 167996 members 
Mstep: Class 8 contains 70261 members 
Mstep: Class 9 contains 84429 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 142569 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65107 members 
Mstep: Class 24 contains 145328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540560.000000 Penalty: 72410.773438
Iteration 153Q: 22 clusters Score -1.385406e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201181 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 167981 members 
Mstep: Class 8 contains 70280 members 
Mstep: Class 9 contains 84426 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7984 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142629 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65109 members 
Mstep: Class 24 contains 145270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540784.000000 Penalty: 72410.773438
Iteration 154Q: 22 clusters Score -1.385408e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177354 members 
Mstep: Class 3 contains 201223 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 167960 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 84425 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142677 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65107 members 
Mstep: Class 24 contains 145214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540720.000000 Penalty: 72410.773438
Iteration 155Q: 22 clusters Score -1.385407e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177347 members 
Mstep: Class 3 contains 201265 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 167942 members 
Mstep: Class 8 contains 70315 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7982 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142698 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65100 members 
Mstep: Class 24 contains 145170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540752.000000 Penalty: 72410.773438
Iteration 156Q: 22 clusters Score -1.385408e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177332 members 
Mstep: Class 3 contains 201321 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 167918 members 
Mstep: Class 8 contains 70329 members 
Mstep: Class 9 contains 84425 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142732 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540736.000000 Penalty: 72410.773438
Iteration 157Q: 22 clusters Score -1.385407e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177305 members 
Mstep: Class 3 contains 201361 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 167907 members 
Mstep: Class 8 contains 70341 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142771 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65098 members 
Mstep: Class 24 contains 145054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540864.000000 Penalty: 72410.773438
Iteration 158Q: 22 clusters Score -1.385409e+08 nChanged 231
Entering ConstructFrom: 
Score: -138540864.000000 Penalty: 72410.773438
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -81286.382812 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -81286.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79612.320312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -79612.32 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79924.039062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -79924.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80066.492188 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -80066.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80226.859375 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -80226.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80432.695312 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -80432.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80650.109375 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -80650.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80898.171875 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -80898.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81282.156250 Penalty: 3284.877197
	Iteration 7F: 3 clusters Score -81282.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81585.687500 Penalty: 3284.877197
	Iteration 8F: 3 clusters Score -81585.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82930.453125 Penalty: 3284.877197
	Iteration 9F: 3 clusters Score -82930.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83223.468750 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -83223.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83290.125000 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -83290.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83297.375000 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -83297.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83299.937500 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -83299.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83299.937500 Penalty: 3284.877197
	Iteration 14F: 3 clusters Score -83299.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
Score: -138541008.000000 Penalty: 75858.906250
Splitting cluster 1 changes total score from -138540864.000000 to -138541008.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (177286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Entering Unmasked Estep 
Score: -22931090.000000 Penalty: 2997.208984
	Iteration 0F: 2 clusters Score -2.293109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -22813540.000000 Penalty: 5994.417969
	Iteration 0F: 3 clusters Score -2.281354e+07 nChanged 85219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -22863228.000000 Penalty: 5994.417969
	Iteration 1F: 3 clusters Score -2.286323e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95290 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -22864652.000000 Penalty: 5994.417969
	Iteration 2Q: 3 clusters Score -2.286465e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -22866492.000000 Penalty: 5994.417969
	Iteration 3Q: 3 clusters Score -2.286649e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -22869816.000000 Penalty: 5994.417969
	Iteration 4Q: 3 clusters Score -2.286982e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -22876082.000000 Penalty: 5994.417969
	Iteration 5F: 3 clusters Score -2.287608e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -22885986.000000 Penalty: 5994.417969
	Iteration 6F: 3 clusters Score -2.288599e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -22898790.000000 Penalty: 5994.417969
	Iteration 7F: 3 clusters Score -2.289879e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140829 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -22910118.000000 Penalty: 5994.417969
	Iteration 8F: 3 clusters Score -2.291012e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -22916968.000000 Penalty: 5994.417969
	Iteration 9Q: 3 clusters Score -2.291697e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -22919564.000000 Penalty: 5994.417969
	Iteration 10Q: 3 clusters Score -2.291956e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147175 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -22920884.000000 Penalty: 5994.417969
	Iteration 11Q: 3 clusters Score -2.292088e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -22921818.000000 Penalty: 5994.417969
	Iteration 12Q: 3 clusters Score -2.292182e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -22922382.000000 Penalty: 5994.417969
	Iteration 13Q: 3 clusters Score -2.292238e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -22922832.000000 Penalty: 5994.417969
	Iteration 14Q: 3 clusters Score -2.292283e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -22923098.000000 Penalty: 5994.417969
	Iteration 15Q: 3 clusters Score -2.29231e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -22923336.000000 Penalty: 5994.417969
	Iteration 16Q: 3 clusters Score -2.292334e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -22923498.000000 Penalty: 5994.417969
	Iteration 17Q: 3 clusters Score -2.29235e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -22923610.000000 Penalty: 5994.417969
	Iteration 18Q: 3 clusters Score -2.292361e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149645 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -22923782.000000 Penalty: 5994.417969
	Iteration 19Q: 3 clusters Score -2.292378e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149754 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -22923850.000000 Penalty: 5994.417969
	Iteration 20F: 3 clusters Score -2.292385e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -22923984.000000 Penalty: 5994.417969
	Iteration 21Q: 3 clusters Score -2.292398e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -22924062.000000 Penalty: 5994.417969
	Iteration 22Q: 3 clusters Score -2.292406e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -22924142.000000 Penalty: 5994.417969
	Iteration 23Q: 3 clusters Score -2.292414e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -22924206.000000 Penalty: 5994.417969
	Iteration 24Q: 3 clusters Score -2.292421e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -22924264.000000 Penalty: 5994.417969
	Iteration 25Q: 3 clusters Score -2.292426e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -22924256.000000 Penalty: 5994.417969
	Iteration 26Q: 3 clusters Score -2.292426e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -22924314.000000 Penalty: 5994.417969
	Iteration 27Q: 3 clusters Score -2.292431e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -22924322.000000 Penalty: 5994.417969
	Iteration 28Q: 3 clusters Score -2.292432e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -22924392.000000 Penalty: 5994.417969
	Iteration 29Q: 3 clusters Score -2.292439e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -22924420.000000 Penalty: 5994.417969
	Iteration 30Q: 3 clusters Score -2.292442e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -22924450.000000 Penalty: 5994.417969
	Iteration 31Q: 3 clusters Score -2.292445e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -22924486.000000 Penalty: 5994.417969
	Iteration 32Q: 3 clusters Score -2.292449e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -22924564.000000 Penalty: 5994.417969
	Iteration 33Q: 3 clusters Score -2.292456e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -22924608.000000 Penalty: 5994.417969
	Iteration 34Q: 3 clusters Score -2.292461e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -22924606.000000 Penalty: 5994.417969
	Iteration 35Q: 3 clusters Score -2.292461e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -22924584.000000 Penalty: 5994.417969
	Iteration 36Q: 3 clusters Score -2.292458e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -22924578.000000 Penalty: 5994.417969
	Iteration 37Q: 3 clusters Score -2.292458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -22924642.000000 Penalty: 5994.417969
	Iteration 38Q: 3 clusters Score -2.292464e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -22924656.000000 Penalty: 5994.417969
	Iteration 39Q: 3 clusters Score -2.292466e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -22924674.000000 Penalty: 5994.417969
	Iteration 40F: 3 clusters Score -2.292467e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -22924646.000000 Penalty: 5994.417969
	Iteration 41Q: 3 clusters Score -2.292465e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -22924660.000000 Penalty: 5994.417969
	Iteration 42Q: 3 clusters Score -2.292466e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -22924678.000000 Penalty: 5994.417969
	Iteration 43Q: 3 clusters Score -2.292468e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -22924698.000000 Penalty: 5994.417969
	Iteration 44Q: 3 clusters Score -2.29247e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152124 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -22924730.000000 Penalty: 5994.417969
	Iteration 45Q: 3 clusters Score -2.292473e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -22924748.000000 Penalty: 5994.417969
	Iteration 46Q: 3 clusters Score -2.292475e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -22924820.000000 Penalty: 5994.417969
	Iteration 47Q: 3 clusters Score -2.292482e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -22924866.000000 Penalty: 5994.417969
	Iteration 48Q: 3 clusters Score -2.292487e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -22924848.000000 Penalty: 5994.417969
	Iteration 49Q: 3 clusters Score -2.292485e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -22924900.000000 Penalty: 5994.417969
	Iteration 50Q: 3 clusters Score -2.29249e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -22924926.000000 Penalty: 5994.417969
	Iteration 51Q: 3 clusters Score -2.292493e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -22925036.000000 Penalty: 5994.417969
	Iteration 52Q: 3 clusters Score -2.292504e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -22925040.000000 Penalty: 5994.417969
	Iteration 53Q: 3 clusters Score -2.292504e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -22925100.000000 Penalty: 5994.417969
	Iteration 54Q: 3 clusters Score -2.29251e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -22925100.000000 Penalty: 5994.417969
	Iteration 55Q: 3 clusters Score -2.29251e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -22925140.000000 Penalty: 5994.417969
	Iteration 56Q: 3 clusters Score -2.292514e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -22925202.000000 Penalty: 5994.417969
	Iteration 57Q: 3 clusters Score -2.29252e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -22925236.000000 Penalty: 5994.417969
	Iteration 58Q: 3 clusters Score -2.292524e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -22925210.000000 Penalty: 5994.417969
	Iteration 59Q: 3 clusters Score -2.292521e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153973 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -22925200.000000 Penalty: 5994.417969
	Iteration 60F: 3 clusters Score -2.29252e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -22925276.000000 Penalty: 5994.417969
	Iteration 61Q: 3 clusters Score -2.292528e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -22925270.000000 Penalty: 5994.417969
	Iteration 62Q: 3 clusters Score -2.292527e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154495 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -22925380.000000 Penalty: 5994.417969
	Iteration 63Q: 3 clusters Score -2.292538e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -22925444.000000 Penalty: 5994.417969
	Iteration 64Q: 3 clusters Score -2.292544e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -22925508.000000 Penalty: 5994.417969
	Iteration 65Q: 3 clusters Score -2.292551e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -22925584.000000 Penalty: 5994.417969
	Iteration 66Q: 3 clusters Score -2.292558e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -22925612.000000 Penalty: 5994.417969
	Iteration 67Q: 3 clusters Score -2.292561e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -22925658.000000 Penalty: 5994.417969
	Iteration 68Q: 3 clusters Score -2.292566e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -22925708.000000 Penalty: 5994.417969
	Iteration 69Q: 3 clusters Score -2.292571e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -22925744.000000 Penalty: 5994.417969
	Iteration 70Q: 3 clusters Score -2.292574e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -22925792.000000 Penalty: 5994.417969
	Iteration 71Q: 3 clusters Score -2.292579e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -22925820.000000 Penalty: 5994.417969
	Iteration 72Q: 3 clusters Score -2.292582e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -22925860.000000 Penalty: 5994.417969
	Iteration 73Q: 3 clusters Score -2.292586e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -22925906.000000 Penalty: 5994.417969
	Iteration 74Q: 3 clusters Score -2.292591e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -22925940.000000 Penalty: 5994.417969
	Iteration 75Q: 3 clusters Score -2.292594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -22925998.000000 Penalty: 5994.417969
	Iteration 76Q: 3 clusters Score -2.2926e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -22926034.000000 Penalty: 5994.417969
	Iteration 77Q: 3 clusters Score -2.292603e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -22926034.000000 Penalty: 5994.417969
	Iteration 78Q: 3 clusters Score -2.292603e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -22926128.000000 Penalty: 5994.417969
	Iteration 79Q: 3 clusters Score -2.292613e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157674 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -22926148.000000 Penalty: 5994.417969
	Iteration 80F: 3 clusters Score -2.292615e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -22926212.000000 Penalty: 5994.417969
	Iteration 81Q: 3 clusters Score -2.292621e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -22926284.000000 Penalty: 5994.417969
	Iteration 82Q: 3 clusters Score -2.292628e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -22926340.000000 Penalty: 5994.417969
	Iteration 83Q: 3 clusters Score -2.292634e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -22926320.000000 Penalty: 5994.417969
	Iteration 84Q: 3 clusters Score -2.292632e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -22926338.000000 Penalty: 5994.417969
	Iteration 85Q: 3 clusters Score -2.292634e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -22926370.000000 Penalty: 5994.417969
	Iteration 86Q: 3 clusters Score -2.292637e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158652 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -22926358.000000 Penalty: 5994.417969
	Iteration 87Q: 3 clusters Score -2.292636e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -22926380.000000 Penalty: 5994.417969
	Iteration 88Q: 3 clusters Score -2.292638e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -22926412.000000 Penalty: 5994.417969
	Iteration 89Q: 3 clusters Score -2.292641e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -22926420.000000 Penalty: 5994.417969
	Iteration 90Q: 3 clusters Score -2.292642e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159246 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -22926484.000000 Penalty: 5994.417969
	Iteration 91Q: 3 clusters Score -2.292648e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -22926516.000000 Penalty: 5994.417969
	Iteration 92Q: 3 clusters Score -2.292652e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -22926548.000000 Penalty: 5994.417969
	Iteration 93Q: 3 clusters Score -2.292655e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -22926548.000000 Penalty: 5994.417969
	Iteration 94Q: 3 clusters Score -2.292655e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -22926632.000000 Penalty: 5994.417969
	Iteration 95Q: 3 clusters Score -2.292663e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -22926718.000000 Penalty: 5994.417969
	Iteration 96Q: 3 clusters Score -2.292672e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -22926768.000000 Penalty: 5994.417969
	Iteration 97Q: 3 clusters Score -2.292677e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -22926776.000000 Penalty: 5994.417969
	Iteration 98Q: 3 clusters Score -2.292678e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160738 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -22926750.000000 Penalty: 5994.417969
	Iteration 99Q: 3 clusters Score -2.292675e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -22926814.000000 Penalty: 5994.417969
	Iteration 100F: 3 clusters Score -2.292681e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -22926796.000000 Penalty: 5994.417969
	Iteration 101Q: 3 clusters Score -2.29268e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -22926854.000000 Penalty: 5994.417969
	Iteration 102Q: 3 clusters Score -2.292685e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -22926958.000000 Penalty: 5994.417969
	Iteration 103Q: 3 clusters Score -2.292696e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161748 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -22927008.000000 Penalty: 5994.417969
	Iteration 104Q: 3 clusters Score -2.292701e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -22927014.000000 Penalty: 5994.417969
	Iteration 105Q: 3 clusters Score -2.292701e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -22927066.000000 Penalty: 5994.417969
	Iteration 106Q: 3 clusters Score -2.292707e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -22927146.000000 Penalty: 5994.417969
	Iteration 107Q: 3 clusters Score -2.292715e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -22927194.000000 Penalty: 5994.417969
	Iteration 108Q: 3 clusters Score -2.292719e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162650 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -22927240.000000 Penalty: 5994.417969
	Iteration 109Q: 3 clusters Score -2.292724e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -22927236.000000 Penalty: 5994.417969
	Iteration 110Q: 3 clusters Score -2.292724e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162918 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -22927326.000000 Penalty: 5994.417969
	Iteration 111Q: 3 clusters Score -2.292733e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -22927324.000000 Penalty: 5994.417969
	Iteration 112Q: 3 clusters Score -2.292732e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -22927362.000000 Penalty: 5994.417969
	Iteration 113Q: 3 clusters Score -2.292736e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -22927420.000000 Penalty: 5994.417969
	Iteration 114Q: 3 clusters Score -2.292742e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -22927464.000000 Penalty: 5994.417969
	Iteration 115Q: 3 clusters Score -2.292746e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -22927538.000000 Penalty: 5994.417969
	Iteration 116Q: 3 clusters Score -2.292754e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -22927528.000000 Penalty: 5994.417969
	Iteration 117Q: 3 clusters Score -2.292753e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -22927560.000000 Penalty: 5994.417969
	Iteration 118Q: 3 clusters Score -2.292756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -22927600.000000 Penalty: 5994.417969
	Iteration 119Q: 3 clusters Score -2.29276e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -22927682.000000 Penalty: 5994.417969
	Iteration 120F: 3 clusters Score -2.292768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -22927718.000000 Penalty: 5994.417969
	Iteration 121Q: 3 clusters Score -2.292772e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -22927752.000000 Penalty: 5994.417969
	Iteration 122Q: 3 clusters Score -2.292775e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -22927810.000000 Penalty: 5994.417969
	Iteration 123Q: 3 clusters Score -2.292781e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -22927860.000000 Penalty: 5994.417969
	Iteration 124Q: 3 clusters Score -2.292786e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -22927940.000000 Penalty: 5994.417969
	Iteration 125Q: 3 clusters Score -2.292794e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -22928056.000000 Penalty: 5994.417969
	Iteration 126Q: 3 clusters Score -2.292806e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165597 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -22928178.000000 Penalty: 5994.417969
	Iteration 127Q: 3 clusters Score -2.292818e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165838 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -22928228.000000 Penalty: 5994.417969
	Iteration 128Q: 3 clusters Score -2.292823e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -22928272.000000 Penalty: 5994.417969
	Iteration 129Q: 3 clusters Score -2.292827e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -22928256.000000 Penalty: 5994.417969
	Iteration 130Q: 3 clusters Score -2.292826e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -22928362.000000 Penalty: 5994.417969
	Iteration 131Q: 3 clusters Score -2.292836e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -22928376.000000 Penalty: 5994.417969
	Iteration 132Q: 3 clusters Score -2.292838e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -22928434.000000 Penalty: 5994.417969
	Iteration 133Q: 3 clusters Score -2.292843e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167232 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -22928476.000000 Penalty: 5994.417969
	Iteration 134Q: 3 clusters Score -2.292848e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -22928482.000000 Penalty: 5994.417969
	Iteration 135Q: 3 clusters Score -2.292848e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -22928516.000000 Penalty: 5994.417969
	Iteration 136Q: 3 clusters Score -2.292852e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167953 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -22928538.000000 Penalty: 5994.417969
	Iteration 137Q: 3 clusters Score -2.292854e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -22928554.000000 Penalty: 5994.417969
	Iteration 138Q: 3 clusters Score -2.292855e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -22928558.000000 Penalty: 5994.417969
	Iteration 139Q: 3 clusters Score -2.292856e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -22928564.000000 Penalty: 5994.417969
	Iteration 140F: 3 clusters Score -2.292856e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -22928590.000000 Penalty: 5994.417969
	Iteration 141Q: 3 clusters Score -2.292859e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -22928636.000000 Penalty: 5994.417969
	Iteration 142Q: 3 clusters Score -2.292864e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -22928656.000000 Penalty: 5994.417969
	Iteration 143Q: 3 clusters Score -2.292866e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -22928606.000000 Penalty: 5994.417969
	Iteration 144Q: 3 clusters Score -2.292861e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -22928710.000000 Penalty: 5994.417969
	Iteration 145Q: 3 clusters Score -2.292871e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -22928724.000000 Penalty: 5994.417969
	Iteration 146Q: 3 clusters Score -2.292872e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170479 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -22928814.000000 Penalty: 5994.417969
	Iteration 147Q: 3 clusters Score -2.292881e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -22928862.000000 Penalty: 5994.417969
	Iteration 148Q: 3 clusters Score -2.292886e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -22928924.000000 Penalty: 5994.417969
	Iteration 149Q: 3 clusters Score -2.292892e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -22928944.000000 Penalty: 5994.417969
	Iteration 150Q: 3 clusters Score -2.292894e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -22928958.000000 Penalty: 5994.417969
	Iteration 151Q: 3 clusters Score -2.292896e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -22929002.000000 Penalty: 5994.417969
	Iteration 152Q: 3 clusters Score -2.2929e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -22929014.000000 Penalty: 5994.417969
	Iteration 153Q: 3 clusters Score -2.292901e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -22929016.000000 Penalty: 5994.417969
	Iteration 154Q: 3 clusters Score -2.292902e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -22929026.000000 Penalty: 5994.417969
	Iteration 155Q: 3 clusters Score -2.292903e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -22929028.000000 Penalty: 5994.417969
	Iteration 156Q: 3 clusters Score -2.292903e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -22929082.000000 Penalty: 5994.417969
	Iteration 157Q: 3 clusters Score -2.292908e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -22929056.000000 Penalty: 5994.417969
	Iteration 158Q: 3 clusters Score -2.292906e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173105 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -22929050.000000 Penalty: 5994.417969
	Iteration 159Q: 3 clusters Score -2.292905e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -22929046.000000 Penalty: 5994.417969
	Iteration 160F: 3 clusters Score -2.292905e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -22929046.000000 Penalty: 5994.417969
	Iteration 161Q: 3 clusters Score -2.292905e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -22929082.000000 Penalty: 5994.417969
	Iteration 162Q: 3 clusters Score -2.292908e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -22929102.000000 Penalty: 5994.417969
	Iteration 163Q: 3 clusters Score -2.29291e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -22929106.000000 Penalty: 5994.417969
	Iteration 164Q: 3 clusters Score -2.292911e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173744 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22929122.000000 Penalty: 5994.417969
	Iteration 165Q: 3 clusters Score -2.292912e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22929112.000000 Penalty: 5994.417969
	Iteration 166Q: 3 clusters Score -2.292911e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -22929146.000000 Penalty: 5994.417969
	Iteration 167Q: 3 clusters Score -2.292915e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -22929162.000000 Penalty: 5994.417969
	Iteration 168Q: 3 clusters Score -2.292916e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -22929188.000000 Penalty: 5994.417969
	Iteration 169Q: 3 clusters Score -2.292919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174167 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22929192.000000 Penalty: 5994.417969
	Iteration 170Q: 3 clusters Score -2.292919e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174246 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -22929170.000000 Penalty: 5994.417969
	Iteration 171Q: 3 clusters Score -2.292917e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174315 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22929154.000000 Penalty: 5994.417969
	Iteration 172Q: 3 clusters Score -2.292915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174380 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -22929156.000000 Penalty: 5994.417969
	Iteration 173Q: 3 clusters Score -2.292916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174433 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -22929156.000000 Penalty: 5994.417969
	Iteration 174Q: 3 clusters Score -2.292916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22929162.000000 Penalty: 5994.417969
	Iteration 175Q: 3 clusters Score -2.292916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174545 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22929148.000000 Penalty: 5994.417969
	Iteration 176Q: 3 clusters Score -2.292915e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22929186.000000 Penalty: 5994.417969
	Iteration 177Q: 3 clusters Score -2.292919e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -22929174.000000 Penalty: 5994.417969
	Iteration 178Q: 3 clusters Score -2.292917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22929188.000000 Penalty: 5994.417969
	Iteration 179Q: 3 clusters Score -2.292919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -22929172.000000 Penalty: 5994.417969
	Iteration 180F: 3 clusters Score -2.292917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22929192.000000 Penalty: 5994.417969
	Iteration 181Q: 3 clusters Score -2.292919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22929198.000000 Penalty: 5994.417969
	Iteration 182Q: 3 clusters Score -2.29292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -22929180.000000 Penalty: 5994.417969
	Iteration 183Q: 3 clusters Score -2.292918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22929188.000000 Penalty: 5994.417969
	Iteration 184Q: 3 clusters Score -2.292919e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174927 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -22929180.000000 Penalty: 5994.417969
	Iteration 185Q: 3 clusters Score -2.292918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174951 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -22929176.000000 Penalty: 5994.417969
	Iteration 186Q: 3 clusters Score -2.292918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174974 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -22929202.000000 Penalty: 5994.417969
	Iteration 187Q: 3 clusters Score -2.29292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22929178.000000 Penalty: 5994.417969
	Iteration 188Q: 3 clusters Score -2.292918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -22929192.000000 Penalty: 5994.417969
	Iteration 189Q: 3 clusters Score -2.292919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22929176.000000 Penalty: 5994.417969
	Iteration 190Q: 3 clusters Score -2.292918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175053 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -22929180.000000 Penalty: 5994.417969
	Iteration 191Q: 3 clusters Score -2.292918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22929196.000000 Penalty: 5994.417969
	Iteration 192Q: 3 clusters Score -2.29292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -22929214.000000 Penalty: 5994.417969
	Iteration 193Q: 3 clusters Score -2.292921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22929200.000000 Penalty: 5994.417969
	Iteration 194Q: 3 clusters Score -2.29292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22929218.000000 Penalty: 5994.417969
	Iteration 195Q: 3 clusters Score -2.292922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22929204.000000 Penalty: 5994.417969
	Iteration 196Q: 3 clusters Score -2.29292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -22929206.000000 Penalty: 5994.417969
	Iteration 197Q: 3 clusters Score -2.292921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22929214.000000 Penalty: 5994.417969
	Iteration 198Q: 3 clusters Score -2.292921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -22929226.000000 Penalty: 5994.417969
	Iteration 199Q: 3 clusters Score -2.292923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175166 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -22929226.000000 Penalty: 5994.417969
	Iteration 200F: 3 clusters Score -2.292923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22929214.000000 Penalty: 5994.417969
	Iteration 201Q: 3 clusters Score -2.292921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22929224.000000 Penalty: 5994.417969
	Iteration 202Q: 3 clusters Score -2.292922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22929242.000000 Penalty: 5994.417969
	Iteration 203Q: 3 clusters Score -2.292924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22929242.000000 Penalty: 5994.417969
	Iteration 204Q: 3 clusters Score -2.292924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22929240.000000 Penalty: 5994.417969
	Iteration 205Q: 3 clusters Score -2.292924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22929222.000000 Penalty: 5994.417969
	Iteration 206Q: 3 clusters Score -2.292922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22929234.000000 Penalty: 5994.417969
	Iteration 207Q: 3 clusters Score -2.292923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22929238.000000 Penalty: 5994.417969
	Iteration 208Q: 3 clusters Score -2.292924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -22929234.000000 Penalty: 5994.417969
	Iteration 209Q: 3 clusters Score -2.292923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22929216.000000 Penalty: 5994.417969
	Iteration 210Q: 3 clusters Score -2.292922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22929220.000000 Penalty: 5994.417969
	Iteration 211Q: 3 clusters Score -2.292922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22929226.000000 Penalty: 5994.417969
	Iteration 212Q: 3 clusters Score -2.292923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22929212.000000 Penalty: 5994.417969
	Iteration 213Q: 3 clusters Score -2.292921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22929220.000000 Penalty: 5994.417969
	Iteration 214Q: 3 clusters Score -2.292922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22929214.000000 Penalty: 5994.417969
	Iteration 215Q: 3 clusters Score -2.292921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175356 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22929216.000000 Penalty: 5994.417969
	Iteration 216Q: 3 clusters Score -2.292922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22929224.000000 Penalty: 5994.417969
	Iteration 217Q: 3 clusters Score -2.292922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22929232.000000 Penalty: 5994.417969
	Iteration 218Q: 3 clusters Score -2.292923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22929230.000000 Penalty: 5994.417969
	Iteration 219Q: 3 clusters Score -2.292923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22929208.000000 Penalty: 5994.417969
	Iteration 220F: 3 clusters Score -2.292921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175371 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22929212.000000 Penalty: 5994.417969
	Iteration 221Q: 3 clusters Score -2.292921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -22929230.000000 Penalty: 5994.417969
	Iteration 222Q: 3 clusters Score -2.292923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22929226.000000 Penalty: 5994.417969
	Iteration 223Q: 3 clusters Score -2.292923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22929224.000000 Penalty: 5994.417969
	Iteration 224Q: 3 clusters Score -2.292922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22929224.000000 Penalty: 5994.417969
	Iteration 225F: 3 clusters Score -2.292922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201376 members 
Entering Unmasked Estep 
Score: -26088506.000000 Penalty: 3028.806396
	Iteration 0F: 2 clusters Score -2.608851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 100555 members 
Entering Unmasked Estep 
Score: -25956716.000000 Penalty: 6057.612793
	Iteration 0F: 3 clusters Score -2.595672e+07 nChanged 97050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -26014242.000000 Penalty: 6057.612793
	Iteration 1F: 3 clusters Score -2.601424e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -26015510.000000 Penalty: 6057.612793
	Iteration 2Q: 3 clusters Score -2.601551e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -26017594.000000 Penalty: 6057.612793
	Iteration 3Q: 3 clusters Score -2.601759e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -26020670.000000 Penalty: 6057.612793
	Iteration 4Q: 3 clusters Score -2.602067e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -26025994.000000 Penalty: 6057.612793
	Iteration 5F: 3 clusters Score -2.602599e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -26034306.000000 Penalty: 6057.612793
	Iteration 6F: 3 clusters Score -2.603431e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136577 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -26046312.000000 Penalty: 6057.612793
	Iteration 7F: 3 clusters Score -2.604631e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -26058766.000000 Penalty: 6057.612793
	Iteration 8F: 3 clusters Score -2.605877e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149514 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -26065964.000000 Penalty: 6057.612793
	Iteration 9F: 3 clusters Score -2.606596e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -26068764.000000 Penalty: 6057.612793
	Iteration 10Q: 3 clusters Score -2.606876e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155889 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -26070430.000000 Penalty: 6057.612793
	Iteration 11Q: 3 clusters Score -2.607043e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158685 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -26071882.000000 Penalty: 6057.612793
	Iteration 12Q: 3 clusters Score -2.607188e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -26073454.000000 Penalty: 6057.612793
	Iteration 13Q: 3 clusters Score -2.607345e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -26074894.000000 Penalty: 6057.612793
	Iteration 14Q: 3 clusters Score -2.607489e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -26076228.000000 Penalty: 6057.612793
	Iteration 15Q: 3 clusters Score -2.607623e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -26077534.000000 Penalty: 6057.612793
	Iteration 16Q: 3 clusters Score -2.607753e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172264 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -26078874.000000 Penalty: 6057.612793
	Iteration 17Q: 3 clusters Score -2.607887e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174716 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -26080116.000000 Penalty: 6057.612793
	Iteration 18Q: 3 clusters Score -2.608012e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176953 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -26081116.000000 Penalty: 6057.612793
	Iteration 19Q: 3 clusters Score -2.608112e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -26081864.000000 Penalty: 6057.612793
	Iteration 20F: 3 clusters Score -2.608186e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -26082778.000000 Penalty: 6057.612793
	Iteration 21Q: 3 clusters Score -2.608278e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182765 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -26083372.000000 Penalty: 6057.612793
	Iteration 22Q: 3 clusters Score -2.608337e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184435 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -26083948.000000 Penalty: 6057.612793
	Iteration 23Q: 3 clusters Score -2.608395e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -26084358.000000 Penalty: 6057.612793
	Iteration 24Q: 3 clusters Score -2.608436e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187310 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -26084650.000000 Penalty: 6057.612793
	Iteration 25Q: 3 clusters Score -2.608465e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188483 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -26084842.000000 Penalty: 6057.612793
	Iteration 26Q: 3 clusters Score -2.608484e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189617 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -26085042.000000 Penalty: 6057.612793
	Iteration 27Q: 3 clusters Score -2.608504e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -26085244.000000 Penalty: 6057.612793
	Iteration 28Q: 3 clusters Score -2.608524e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -26085394.000000 Penalty: 6057.612793
	Iteration 29Q: 3 clusters Score -2.608539e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192435 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -26085462.000000 Penalty: 6057.612793
	Iteration 30Q: 3 clusters Score -2.608546e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193185 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -26085668.000000 Penalty: 6057.612793
	Iteration 31Q: 3 clusters Score -2.608567e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193866 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -26085728.000000 Penalty: 6057.612793
	Iteration 32Q: 3 clusters Score -2.608573e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194494 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -26085816.000000 Penalty: 6057.612793
	Iteration 33Q: 3 clusters Score -2.608582e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -26085804.000000 Penalty: 6057.612793
	Iteration 34Q: 3 clusters Score -2.60858e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195578 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -26085808.000000 Penalty: 6057.612793
	Iteration 35Q: 3 clusters Score -2.608581e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196034 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -26085872.000000 Penalty: 6057.612793
	Iteration 36Q: 3 clusters Score -2.608587e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196416 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -26086002.000000 Penalty: 6057.612793
	Iteration 37Q: 3 clusters Score -2.6086e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -26086010.000000 Penalty: 6057.612793
	Iteration 38Q: 3 clusters Score -2.608601e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197074 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -26086058.000000 Penalty: 6057.612793
	Iteration 39Q: 3 clusters Score -2.608606e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197349 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -26086098.000000 Penalty: 6057.612793
	Iteration 40F: 3 clusters Score -2.60861e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197584 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -26086114.000000 Penalty: 6057.612793
	Iteration 41Q: 3 clusters Score -2.608611e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197804 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -26086104.000000 Penalty: 6057.612793
	Iteration 42Q: 3 clusters Score -2.60861e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197987 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -26086134.000000 Penalty: 6057.612793
	Iteration 43Q: 3 clusters Score -2.608613e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198165 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -26086142.000000 Penalty: 6057.612793
	Iteration 44Q: 3 clusters Score -2.608614e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198327 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -26086150.000000 Penalty: 6057.612793
	Iteration 45Q: 3 clusters Score -2.608615e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198463 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -26086166.000000 Penalty: 6057.612793
	Iteration 46Q: 3 clusters Score -2.608617e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198600 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -26086222.000000 Penalty: 6057.612793
	Iteration 47Q: 3 clusters Score -2.608622e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198715 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -26086214.000000 Penalty: 6057.612793
	Iteration 48Q: 3 clusters Score -2.608621e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198838 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -26086220.000000 Penalty: 6057.612793
	Iteration 49Q: 3 clusters Score -2.608622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198934 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26086254.000000 Penalty: 6057.612793
	Iteration 50Q: 3 clusters Score -2.608625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199033 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -26086300.000000 Penalty: 6057.612793
	Iteration 51Q: 3 clusters Score -2.60863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199113 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 52Q: 3 clusters Score -2.608633e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199183 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -26086316.000000 Penalty: 6057.612793
	Iteration 53Q: 3 clusters Score -2.608632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199245 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26086284.000000 Penalty: 6057.612793
	Iteration 54Q: 3 clusters Score -2.608628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199307 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -26086282.000000 Penalty: 6057.612793
	Iteration 55Q: 3 clusters Score -2.608628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199352 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -26086320.000000 Penalty: 6057.612793
	Iteration 56Q: 3 clusters Score -2.608632e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -26086342.000000 Penalty: 6057.612793
	Iteration 57Q: 3 clusters Score -2.608634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199450 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -26086320.000000 Penalty: 6057.612793
	Iteration 58Q: 3 clusters Score -2.608632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199484 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -26086332.000000 Penalty: 6057.612793
	Iteration 59Q: 3 clusters Score -2.608633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -26086338.000000 Penalty: 6057.612793
	Iteration 60F: 3 clusters Score -2.608634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199537 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 61Q: 3 clusters Score -2.608632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -26086322.000000 Penalty: 6057.612793
	Iteration 62Q: 3 clusters Score -2.608632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 63Q: 3 clusters Score -2.608633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199578 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -26086330.000000 Penalty: 6057.612793
	Iteration 64Q: 3 clusters Score -2.608633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199584 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -26086330.000000 Penalty: 6057.612793
	Iteration 65Q: 3 clusters Score -2.608633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -26086332.000000 Penalty: 6057.612793
	Iteration 66Q: 3 clusters Score -2.608633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -26086324.000000 Penalty: 6057.612793
	Iteration 67Q: 3 clusters Score -2.608632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199600 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -26086330.000000 Penalty: 6057.612793
	Iteration 68Q: 3 clusters Score -2.608633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199609 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 69Q: 3 clusters Score -2.608633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26086326.000000 Penalty: 6057.612793
	Iteration 70Q: 3 clusters Score -2.608633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 71Q: 3 clusters Score -2.608632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -26086322.000000 Penalty: 6057.612793
	Iteration 72Q: 3 clusters Score -2.608632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199640 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 73Q: 3 clusters Score -2.608632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199646 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 74Q: 3 clusters Score -2.608633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -26086306.000000 Penalty: 6057.612793
	Iteration 75Q: 3 clusters Score -2.608631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199658 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -26086312.000000 Penalty: 6057.612793
	Iteration 76Q: 3 clusters Score -2.608631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199662 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 77Q: 3 clusters Score -2.608632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -26086332.000000 Penalty: 6057.612793
	Iteration 78Q: 3 clusters Score -2.608633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199665 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 79Q: 3 clusters Score -2.608633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199668 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -26086316.000000 Penalty: 6057.612793
	Iteration 80F: 3 clusters Score -2.608632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199670 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -26086328.000000 Penalty: 6057.612793
	Iteration 81Q: 3 clusters Score -2.608633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199672 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -26086320.000000 Penalty: 6057.612793
	Iteration 82Q: 3 clusters Score -2.608632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199675 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -26086322.000000 Penalty: 6057.612793
	Iteration 83Q: 3 clusters Score -2.608632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199678 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26086326.000000 Penalty: 6057.612793
	Iteration 84Q: 3 clusters Score -2.608633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -26086338.000000 Penalty: 6057.612793
	Iteration 85Q: 3 clusters Score -2.608634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199687 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -26086324.000000 Penalty: 6057.612793
	Iteration 86Q: 3 clusters Score -2.608632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199689 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 87Q: 3 clusters Score -2.608632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -26086312.000000 Penalty: 6057.612793
	Iteration 88Q: 3 clusters Score -2.608631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199694 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 89Q: 3 clusters Score -2.608632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199694 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26086318.000000 Penalty: 6057.612793
	Iteration 90F: 3 clusters Score -2.608632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 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 184 members 
Entering Unmasked Estep 
Score: -38868.101562 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38868.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39063.687500 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39063.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39361.585938 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -39361.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39704.347656 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -39704.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40085.562500 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -40085.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -40247.183594 Penalty: 2911.171387
	Iteration 5F: 3 clusters Score -40247.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -40320.859375 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -40320.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -40346.390625 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -40346.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40355.738281 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -40355.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40355.738281 Penalty: 2911.171387
	Iteration 9F: 3 clusters Score -40355.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 71 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
Score: -138539280.000000 Penalty: 79307.039062
Splitting cluster 4 changes total score from -138540864.000000 to -138539280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -74159.156250 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -74159.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72675.265625 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -72675.27 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73375.648438 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -73375.65 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74515.445312 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -74515.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -74838.289062 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -74838.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -74903.304688 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -74903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -74924.007812 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -74924.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -74941.835938 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -74941.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -74954.210938 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -74954.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -74961.429688 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -74961.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -74961.429688 Penalty: 3238.591797
	Iteration 9F: 3 clusters Score -74961.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 134 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
Score: -138539856.000000 Penalty: 79307.039062
Splitting cluster 5 changes total score from -138540864.000000 to -138539856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -1098584.125000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -1098584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1091685.875000 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -1091686 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1093629.875000 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -1093630 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1093953.125000 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -1093953 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1094159.875000 Penalty: 4499.710938
	Iteration 3F: 3 clusters Score -1094160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1094333.000000 Penalty: 4499.710938
	Iteration 4Q: 3 clusters Score -1094333 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1094500.500000 Penalty: 4499.710938
	Iteration 5Q: 3 clusters Score -1094500 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1094666.125000 Penalty: 4499.710938
	Iteration 6Q: 3 clusters Score -1094666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1094829.250000 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -1094829 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1095035.125000 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -1095035 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1095276.250000 Penalty: 4499.710938
	Iteration 9Q: 3 clusters Score -1095276 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1095531.250000 Penalty: 4499.710938
	Iteration 10Q: 3 clusters Score -1095531 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1095846.625000 Penalty: 4499.710938
	Iteration 11Q: 3 clusters Score -1095847 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1096094.375000 Penalty: 4499.710938
	Iteration 12Q: 3 clusters Score -1096094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1096259.500000 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -1096260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1096370.125000 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -1096370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1096430.375000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -1096430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1096456.875000 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -1096457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1096487.750000 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -1096488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1096508.500000 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -1096508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1096520.875000 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -1096521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1096540.125000 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -1096540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1096553.500000 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -1096554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1096562.250000 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -1096562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1096570.500000 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -1096570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1096575.375000 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -1096575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1096583.500000 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -1096584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1096595.250000 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -1096595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1096601.500000 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -1096602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1096606.875000 Penalty: 4499.710938
	Iteration 28Q: 3 clusters Score -1096607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1096609.750000 Penalty: 4499.710938
	Iteration 29Q: 3 clusters Score -1096610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1096614.250000 Penalty: 4499.710938
	Iteration 30Q: 3 clusters Score -1096614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1096623.250000 Penalty: 4499.710938
	Iteration 31Q: 3 clusters Score -1096623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1096628.125000 Penalty: 4499.710938
	Iteration 32Q: 3 clusters Score -1096628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1096639.500000 Penalty: 4499.710938
	Iteration 33Q: 3 clusters Score -1096640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1096643.625000 Penalty: 4499.710938
	Iteration 34Q: 3 clusters Score -1096644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1096656.375000 Penalty: 4499.710938
	Iteration 35Q: 3 clusters Score -1096656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1096663.000000 Penalty: 4499.710938
	Iteration 36Q: 3 clusters Score -1096663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1096670.000000 Penalty: 4499.710938
	Iteration 37Q: 3 clusters Score -1096670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1096674.375000 Penalty: 4499.710938
	Iteration 38Q: 3 clusters Score -1096674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1096675.625000 Penalty: 4499.710938
	Iteration 39Q: 3 clusters Score -1096676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1096678.000000 Penalty: 4499.710938
	Iteration 40F: 3 clusters Score -1096678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1096682.000000 Penalty: 4499.710938
	Iteration 41Q: 3 clusters Score -1096682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1096684.625000 Penalty: 4499.710938
	Iteration 42Q: 3 clusters Score -1096685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1096681.000000 Penalty: 4499.710938
	Iteration 43Q: 3 clusters Score -1096681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1096682.375000 Penalty: 4499.710938
	Iteration 44Q: 3 clusters Score -1096682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1096684.125000 Penalty: 4499.710938
	Iteration 45Q: 3 clusters Score -1096684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1096684.000000 Penalty: 4499.710938
	Iteration 46Q: 3 clusters Score -1096684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1096683.750000 Penalty: 4499.710938
	Iteration 47Q: 3 clusters Score -1096684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1096683.750000 Penalty: 4499.710938
	Iteration 48F: 3 clusters Score -1096684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Entering Unmasked Estep 
Score: -21745300.000000 Penalty: 2983.717041
	Iteration 0F: 2 clusters Score -2.17453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -21636230.000000 Penalty: 5967.434082
	Iteration 0F: 3 clusters Score -2.163623e+07 nChanged 80210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -21682382.000000 Penalty: 5967.434082
	Iteration 1F: 3 clusters Score -2.168238e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -21683258.000000 Penalty: 5967.434082
	Iteration 2Q: 3 clusters Score -2.168326e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -21684210.000000 Penalty: 5967.434082
	Iteration 3Q: 3 clusters Score -2.168421e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -21685488.000000 Penalty: 5967.434082
	Iteration 4Q: 3 clusters Score -2.168549e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -21687496.000000 Penalty: 5967.434082
	Iteration 5Q: 3 clusters Score -2.16875e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -21690440.000000 Penalty: 5967.434082
	Iteration 6Q: 3 clusters Score -2.169044e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -21695240.000000 Penalty: 5967.434082
	Iteration 7F: 3 clusters Score -2.169524e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -21702822.000000 Penalty: 5967.434082
	Iteration 8F: 3 clusters Score -2.170282e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -21711668.000000 Penalty: 5967.434082
	Iteration 9F: 3 clusters Score -2.171167e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -21719488.000000 Penalty: 5967.434082
	Iteration 10F: 3 clusters Score -2.171949e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -21725002.000000 Penalty: 5967.434082
	Iteration 11Q: 3 clusters Score -2.1725e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -21728330.000000 Penalty: 5967.434082
	Iteration 12Q: 3 clusters Score -2.172833e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -21730474.000000 Penalty: 5967.434082
	Iteration 13Q: 3 clusters Score -2.173047e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149985 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -21731936.000000 Penalty: 5967.434082
	Iteration 14Q: 3 clusters Score -2.173194e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152752 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -21733490.000000 Penalty: 5967.434082
	Iteration 15Q: 3 clusters Score -2.173349e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -21734840.000000 Penalty: 5967.434082
	Iteration 16Q: 3 clusters Score -2.173484e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -21736140.000000 Penalty: 5967.434082
	Iteration 17Q: 3 clusters Score -2.173614e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -21737332.000000 Penalty: 5967.434082
	Iteration 18Q: 3 clusters Score -2.173733e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -21738490.000000 Penalty: 5967.434082
	Iteration 19Q: 3 clusters Score -2.173849e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -21739620.000000 Penalty: 5967.434082
	Iteration 20F: 3 clusters Score -2.173962e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21740390.000000 Penalty: 5967.434082
	Iteration 21Q: 3 clusters Score -2.174039e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21741090.000000 Penalty: 5967.434082
	Iteration 22Q: 3 clusters Score -2.174109e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21741518.000000 Penalty: 5967.434082
	Iteration 23Q: 3 clusters Score -2.174152e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21741764.000000 Penalty: 5967.434082
	Iteration 24Q: 3 clusters Score -2.174176e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21742004.000000 Penalty: 5967.434082
	Iteration 25Q: 3 clusters Score -2.1742e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -21742196.000000 Penalty: 5967.434082
	Iteration 26Q: 3 clusters Score -2.17422e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21742328.000000 Penalty: 5967.434082
	Iteration 27Q: 3 clusters Score -2.174233e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21742378.000000 Penalty: 5967.434082
	Iteration 28Q: 3 clusters Score -2.174238e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21742446.000000 Penalty: 5967.434082
	Iteration 29Q: 3 clusters Score -2.174245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21742506.000000 Penalty: 5967.434082
	Iteration 30Q: 3 clusters Score -2.174251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21742506.000000 Penalty: 5967.434082
	Iteration 31Q: 3 clusters Score -2.174251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -21742530.000000 Penalty: 5967.434082
	Iteration 32Q: 3 clusters Score -2.174253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21742524.000000 Penalty: 5967.434082
	Iteration 33Q: 3 clusters Score -2.174252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21742542.000000 Penalty: 5967.434082
	Iteration 34Q: 3 clusters Score -2.174254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21742572.000000 Penalty: 5967.434082
	Iteration 35Q: 3 clusters Score -2.174257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21742586.000000 Penalty: 5967.434082
	Iteration 36Q: 3 clusters Score -2.174259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21742602.000000 Penalty: 5967.434082
	Iteration 37Q: 3 clusters Score -2.17426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21742614.000000 Penalty: 5967.434082
	Iteration 38Q: 3 clusters Score -2.174261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21742618.000000 Penalty: 5967.434082
	Iteration 39Q: 3 clusters Score -2.174262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21742614.000000 Penalty: 5967.434082
	Iteration 40F: 3 clusters Score -2.174261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21742616.000000 Penalty: 5967.434082
	Iteration 41Q: 3 clusters Score -2.174262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21742616.000000 Penalty: 5967.434082
	Iteration 42Q: 3 clusters Score -2.174262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21742624.000000 Penalty: 5967.434082
	Iteration 43Q: 3 clusters Score -2.174262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21742624.000000 Penalty: 5967.434082
	Iteration 44Q: 3 clusters Score -2.174262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21742608.000000 Penalty: 5967.434082
	Iteration 45Q: 3 clusters Score -2.174261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21742612.000000 Penalty: 5967.434082
	Iteration 46Q: 3 clusters Score -2.174261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21742606.000000 Penalty: 5967.434082
	Iteration 47Q: 3 clusters Score -2.174261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21742600.000000 Penalty: 5967.434082
	Iteration 48Q: 3 clusters Score -2.17426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21742614.000000 Penalty: 5967.434082
	Iteration 49Q: 3 clusters Score -2.174261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21742602.000000 Penalty: 5967.434082
	Iteration 50Q: 3 clusters Score -2.17426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21742612.000000 Penalty: 5967.434082
	Iteration 51Q: 3 clusters Score -2.174261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21742620.000000 Penalty: 5967.434082
	Iteration 52Q: 3 clusters Score -2.174262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21742620.000000 Penalty: 5967.434082
	Iteration 53F: 3 clusters Score -2.174262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Entering Unmasked Estep 
Score: -8869751.000000 Penalty: 2767.987061
	Iteration 0F: 2 clusters Score -8869751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -8822554.000000 Penalty: 5535.974121
	Iteration 0F: 3 clusters Score -8822554 nChanged 32804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8840751.000000 Penalty: 5535.974121
	Iteration 1F: 3 clusters Score -8840751 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8841258.000000 Penalty: 5535.974121
	Iteration 2Q: 3 clusters Score -8841258 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -8841716.000000 Penalty: 5535.974121
	Iteration 3Q: 3 clusters Score -8841716 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -8842124.000000 Penalty: 5535.974121
	Iteration 4Q: 3 clusters Score -8842124 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8842478.000000 Penalty: 5535.974121
	Iteration 5Q: 3 clusters Score -8842478 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8842914.000000 Penalty: 5535.974121
	Iteration 6Q: 3 clusters Score -8842914 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -8843444.000000 Penalty: 5535.974121
	Iteration 7Q: 3 clusters Score -8843444 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -8844041.000000 Penalty: 5535.974121
	Iteration 8Q: 3 clusters Score -8844041 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -8844881.000000 Penalty: 5535.974121
	Iteration 9Q: 3 clusters Score -8844881 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8846015.000000 Penalty: 5535.974121
	Iteration 10Q: 3 clusters Score -8846015 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8847771.000000 Penalty: 5535.974121
	Iteration 11Q: 3 clusters Score -8847771 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8850113.000000 Penalty: 5535.974121
	Iteration 12F: 3 clusters Score -8850113 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -8852598.000000 Penalty: 5535.974121
	Iteration 13F: 3 clusters Score -8852598 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -8855005.000000 Penalty: 5535.974121
	Iteration 14F: 3 clusters Score -8855005 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -8856992.000000 Penalty: 5535.974121
	Iteration 15Q: 3 clusters Score -8856992 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -8858518.000000 Penalty: 5535.974121
	Iteration 16Q: 3 clusters Score -8858518 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -8859652.000000 Penalty: 5535.974121
	Iteration 17Q: 3 clusters Score -8859652 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -8860618.000000 Penalty: 5535.974121
	Iteration 18Q: 3 clusters Score -8860618 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -8861494.000000 Penalty: 5535.974121
	Iteration 19Q: 3 clusters Score -8861494 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -8862334.000000 Penalty: 5535.974121
	Iteration 20F: 3 clusters Score -8862334 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8863142.000000 Penalty: 5535.974121
	Iteration 21Q: 3 clusters Score -8863142 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -8863859.000000 Penalty: 5535.974121
	Iteration 22Q: 3 clusters Score -8863859 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8864492.000000 Penalty: 5535.974121
	Iteration 23Q: 3 clusters Score -8864492 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -8865041.000000 Penalty: 5535.974121
	Iteration 24Q: 3 clusters Score -8865041 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -8865483.000000 Penalty: 5535.974121
	Iteration 25Q: 3 clusters Score -8865483 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -8865861.000000 Penalty: 5535.974121
	Iteration 26Q: 3 clusters Score -8865861 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -8866179.000000 Penalty: 5535.974121
	Iteration 27Q: 3 clusters Score -8866179 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8866401.000000 Penalty: 5535.974121
	Iteration 28Q: 3 clusters Score -8866401 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -8866499.000000 Penalty: 5535.974121
	Iteration 29Q: 3 clusters Score -8866499 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -8866606.000000 Penalty: 5535.974121
	Iteration 30Q: 3 clusters Score -8866606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -8866709.000000 Penalty: 5535.974121
	Iteration 31Q: 3 clusters Score -8866709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -8866795.000000 Penalty: 5535.974121
	Iteration 32Q: 3 clusters Score -8866795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -8866846.000000 Penalty: 5535.974121
	Iteration 33Q: 3 clusters Score -8866846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -8866916.000000 Penalty: 5535.974121
	Iteration 34Q: 3 clusters Score -8866916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -8866948.000000 Penalty: 5535.974121
	Iteration 35Q: 3 clusters Score -8866948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -8866976.000000 Penalty: 5535.974121
	Iteration 36Q: 3 clusters Score -8866976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -8867017.000000 Penalty: 5535.974121
	Iteration 37Q: 3 clusters Score -8867017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -8867029.000000 Penalty: 5535.974121
	Iteration 38Q: 3 clusters Score -8867029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -8867046.000000 Penalty: 5535.974121
	Iteration 39Q: 3 clusters Score -8867046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8867069.000000 Penalty: 5535.974121
	Iteration 40F: 3 clusters Score -8867069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -8867082.000000 Penalty: 5535.974121
	Iteration 41Q: 3 clusters Score -8867082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -8867117.000000 Penalty: 5535.974121
	Iteration 42Q: 3 clusters Score -8867117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -8867114.000000 Penalty: 5535.974121
	Iteration 43Q: 3 clusters Score -8867114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -8867131.000000 Penalty: 5535.974121
	Iteration 44Q: 3 clusters Score -8867131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -8867144.000000 Penalty: 5535.974121
	Iteration 45Q: 3 clusters Score -8867144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -8867147.000000 Penalty: 5535.974121
	Iteration 46Q: 3 clusters Score -8867147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -8867144.000000 Penalty: 5535.974121
	Iteration 47Q: 3 clusters Score -8867144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -8867149.000000 Penalty: 5535.974121
	Iteration 48Q: 3 clusters Score -8867149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -8867160.000000 Penalty: 5535.974121
	Iteration 49Q: 3 clusters Score -8867160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -8867159.000000 Penalty: 5535.974121
	Iteration 50Q: 3 clusters Score -8867159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -8867165.000000 Penalty: 5535.974121
	Iteration 51Q: 3 clusters Score -8867165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -8867167.000000 Penalty: 5535.974121
	Iteration 52Q: 3 clusters Score -8867167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -8867175.000000 Penalty: 5535.974121
	Iteration 53Q: 3 clusters Score -8867175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -8867185.000000 Penalty: 5535.974121
	Iteration 54Q: 3 clusters Score -8867185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8867211.000000 Penalty: 5535.974121
	Iteration 55Q: 3 clusters Score -8867211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -8867209.000000 Penalty: 5535.974121
	Iteration 56Q: 3 clusters Score -8867209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -8867216.000000 Penalty: 5535.974121
	Iteration 57Q: 3 clusters Score -8867216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -8867216.000000 Penalty: 5535.974121
	Iteration 58Q: 3 clusters Score -8867216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -8867222.000000 Penalty: 5535.974121
	Iteration 59Q: 3 clusters Score -8867222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -8867224.000000 Penalty: 5535.974121
	Iteration 60F: 3 clusters Score -8867224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -8867222.000000 Penalty: 5535.974121
	Iteration 61Q: 3 clusters Score -8867222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -8867214.000000 Penalty: 5535.974121
	Iteration 62Q: 3 clusters Score -8867214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -8867223.000000 Penalty: 5535.974121
	Iteration 63Q: 3 clusters Score -8867223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -8867226.000000 Penalty: 5535.974121
	Iteration 64Q: 3 clusters Score -8867226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -8867242.000000 Penalty: 5535.974121
	Iteration 65Q: 3 clusters Score -8867242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -8867236.000000 Penalty: 5535.974121
	Iteration 66Q: 3 clusters Score -8867236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8867240.000000 Penalty: 5535.974121
	Iteration 67Q: 3 clusters Score -8867240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8867239.000000 Penalty: 5535.974121
	Iteration 68Q: 3 clusters Score -8867239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -8867247.000000 Penalty: 5535.974121
	Iteration 69Q: 3 clusters Score -8867247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -8867246.000000 Penalty: 5535.974121
	Iteration 70Q: 3 clusters Score -8867246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -8867258.000000 Penalty: 5535.974121
	Iteration 71Q: 3 clusters Score -8867258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -8867255.000000 Penalty: 5535.974121
	Iteration 72Q: 3 clusters Score -8867255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -8867261.000000 Penalty: 5535.974121
	Iteration 73Q: 3 clusters Score -8867261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -8867261.000000 Penalty: 5535.974121
	Iteration 74Q: 3 clusters Score -8867261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8867258.000000 Penalty: 5535.974121
	Iteration 75Q: 3 clusters Score -8867258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -8867272.000000 Penalty: 5535.974121
	Iteration 76Q: 3 clusters Score -8867272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8867265.000000 Penalty: 5535.974121
	Iteration 77Q: 3 clusters Score -8867265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -8867267.000000 Penalty: 5535.974121
	Iteration 78Q: 3 clusters Score -8867267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -8867275.000000 Penalty: 5535.974121
	Iteration 79Q: 3 clusters Score -8867275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -8867275.000000 Penalty: 5535.974121
	Iteration 80F: 3 clusters Score -8867275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -8867275.000000 Penalty: 5535.974121
	Iteration 81Q: 3 clusters Score -8867275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -8867298.000000 Penalty: 5535.974121
	Iteration 82Q: 3 clusters Score -8867298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -8867300.000000 Penalty: 5535.974121
	Iteration 83Q: 3 clusters Score -8867300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -8867311.000000 Penalty: 5535.974121
	Iteration 84Q: 3 clusters Score -8867311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -8867325.000000 Penalty: 5535.974121
	Iteration 85Q: 3 clusters Score -8867325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -8867328.000000 Penalty: 5535.974121
	Iteration 86Q: 3 clusters Score -8867328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -8867333.000000 Penalty: 5535.974121
	Iteration 87Q: 3 clusters Score -8867333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -8867333.000000 Penalty: 5535.974121
	Iteration 88Q: 3 clusters Score -8867333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -8867333.000000 Penalty: 5535.974121
	Iteration 89Q: 3 clusters Score -8867333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -8867344.000000 Penalty: 5535.974121
	Iteration 90Q: 3 clusters Score -8867344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -8867341.000000 Penalty: 5535.974121
	Iteration 91Q: 3 clusters Score -8867341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -8867338.000000 Penalty: 5535.974121
	Iteration 92Q: 3 clusters Score -8867338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -8867337.000000 Penalty: 5535.974121
	Iteration 93Q: 3 clusters Score -8867337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8867344.000000 Penalty: 5535.974121
	Iteration 94Q: 3 clusters Score -8867344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -8867346.000000 Penalty: 5535.974121
	Iteration 95Q: 3 clusters Score -8867346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -8867346.000000 Penalty: 5535.974121
	Iteration 96F: 3 clusters Score -8867346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Entering Unmasked Estep 
Score: -10930138.000000 Penalty: 2813.211670
	Iteration 0F: 2 clusters Score -1.093014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -10873402.000000 Penalty: 5626.423340
	Iteration 0F: 3 clusters Score -1.08734e+07 nChanged 39896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -10896273.000000 Penalty: 5626.423340
	Iteration 1F: 3 clusters Score -1.089627e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -10897023.000000 Penalty: 5626.423340
	Iteration 2Q: 3 clusters Score -1.089702e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -10897906.000000 Penalty: 5626.423340
	Iteration 3Q: 3 clusters Score -1.089791e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -10899012.000000 Penalty: 5626.423340
	Iteration 4Q: 3 clusters Score -1.089901e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -10900636.000000 Penalty: 5626.423340
	Iteration 5Q: 3 clusters Score -1.090064e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -10903217.000000 Penalty: 5626.423340
	Iteration 6F: 3 clusters Score -1.090322e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -10906872.000000 Penalty: 5626.423340
	Iteration 7F: 3 clusters Score -1.090687e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -10911930.000000 Penalty: 5626.423340
	Iteration 8F: 3 clusters Score -1.091193e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -10917109.000000 Penalty: 5626.423340
	Iteration 9F: 3 clusters Score -1.091711e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -10921201.000000 Penalty: 5626.423340
	Iteration 10F: 3 clusters Score -1.09212e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -10923678.000000 Penalty: 5626.423340
	Iteration 11Q: 3 clusters Score -1.092368e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10925072.000000 Penalty: 5626.423340
	Iteration 12Q: 3 clusters Score -1.092507e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -10925737.000000 Penalty: 5626.423340
	Iteration 13Q: 3 clusters Score -1.092574e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -10926141.000000 Penalty: 5626.423340
	Iteration 14Q: 3 clusters Score -1.092614e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -10926498.000000 Penalty: 5626.423340
	Iteration 15Q: 3 clusters Score -1.09265e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10926735.000000 Penalty: 5626.423340
	Iteration 16Q: 3 clusters Score -1.092674e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -10927007.000000 Penalty: 5626.423340
	Iteration 17Q: 3 clusters Score -1.092701e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -10927143.000000 Penalty: 5626.423340
	Iteration 18Q: 3 clusters Score -1.092714e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -10927234.000000 Penalty: 5626.423340
	Iteration 19Q: 3 clusters Score -1.092723e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -10927352.000000 Penalty: 5626.423340
	Iteration 20F: 3 clusters Score -1.092735e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10927449.000000 Penalty: 5626.423340
	Iteration 21Q: 3 clusters Score -1.092745e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -10927547.000000 Penalty: 5626.423340
	Iteration 22Q: 3 clusters Score -1.092755e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -10927600.000000 Penalty: 5626.423340
	Iteration 23Q: 3 clusters Score -1.09276e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -10927671.000000 Penalty: 5626.423340
	Iteration 24Q: 3 clusters Score -1.092767e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10927716.000000 Penalty: 5626.423340
	Iteration 25Q: 3 clusters Score -1.092772e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10927736.000000 Penalty: 5626.423340
	Iteration 26Q: 3 clusters Score -1.092774e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -10927764.000000 Penalty: 5626.423340
	Iteration 27Q: 3 clusters Score -1.092776e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -10927790.000000 Penalty: 5626.423340
	Iteration 28Q: 3 clusters Score -1.092779e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -10927813.000000 Penalty: 5626.423340
	Iteration 29Q: 3 clusters Score -1.092781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -10927853.000000 Penalty: 5626.423340
	Iteration 30Q: 3 clusters Score -1.092785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -10927839.000000 Penalty: 5626.423340
	Iteration 31Q: 3 clusters Score -1.092784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -10927858.000000 Penalty: 5626.423340
	Iteration 32Q: 3 clusters Score -1.092786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -10927875.000000 Penalty: 5626.423340
	Iteration 33Q: 3 clusters Score -1.092788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -10927872.000000 Penalty: 5626.423340
	Iteration 34Q: 3 clusters Score -1.092787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -10927882.000000 Penalty: 5626.423340
	Iteration 35Q: 3 clusters Score -1.092788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -10927882.000000 Penalty: 5626.423340
	Iteration 36Q: 3 clusters Score -1.092788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -10927883.000000 Penalty: 5626.423340
	Iteration 37Q: 3 clusters Score -1.092788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -10927900.000000 Penalty: 5626.423340
	Iteration 38Q: 3 clusters Score -1.09279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10927894.000000 Penalty: 5626.423340
	Iteration 39Q: 3 clusters Score -1.092789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -10927904.000000 Penalty: 5626.423340
	Iteration 40F: 3 clusters Score -1.09279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -10927914.000000 Penalty: 5626.423340
	Iteration 41Q: 3 clusters Score -1.092791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -10927904.000000 Penalty: 5626.423340
	Iteration 42Q: 3 clusters Score -1.09279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -10927904.000000 Penalty: 5626.423340
	Iteration 43Q: 3 clusters Score -1.09279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -10927900.000000 Penalty: 5626.423340
	Iteration 44Q: 3 clusters Score -1.09279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -10927899.000000 Penalty: 5626.423340
	Iteration 45Q: 3 clusters Score -1.09279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -10927899.000000 Penalty: 5626.423340
	Iteration 46Q: 3 clusters Score -1.09279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -10927889.000000 Penalty: 5626.423340
	Iteration 47Q: 3 clusters Score -1.092789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10927892.000000 Penalty: 5626.423340
	Iteration 48Q: 3 clusters Score -1.092789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -10927894.000000 Penalty: 5626.423340
	Iteration 49Q: 3 clusters Score -1.092789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -10927896.000000 Penalty: 5626.423340
	Iteration 50Q: 3 clusters Score -1.09279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -10927898.000000 Penalty: 5626.423340
	Iteration 51Q: 3 clusters Score -1.09279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -10927907.000000 Penalty: 5626.423340
	Iteration 52Q: 3 clusters Score -1.092791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -10927907.000000 Penalty: 5626.423340
	Iteration 53F: 3 clusters Score -1.092791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -80791.531250 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -80791.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79152.234375 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -79152.23 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79566.328125 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -79566.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80031.625000 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -80031.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80510.000000 Penalty: 3278.237305
	Iteration 3F: 3 clusters Score -80510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80837.476562 Penalty: 3278.237305
	Iteration 4F: 3 clusters Score -80837.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81500.117188 Penalty: 3278.237305
	Iteration 5F: 3 clusters Score -81500.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81978.531250 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -81978.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82101.945312 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -82101.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82237.640625 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -82237.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82356.984375 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -82356.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -82520.523438 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -82520.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82774.273438 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -82774.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82796.414062 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -82796.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82796.414062 Penalty: 3278.237305
	Iteration 13F: 3 clusters Score -82796.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
Score: -138541168.000000 Penalty: 79307.039062
Splitting cluster 10 changes total score from -138540864.000000 to -138541168.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -331382.875000 Penalty: 1937.570068
	Iteration 0F: 2 clusters Score -331382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -328419.875000 Penalty: 3875.140137
	Iteration 0F: 3 clusters Score -328419.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -328944.187500 Penalty: 3875.140137
	Iteration 1F: 3 clusters Score -328944.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329087.218750 Penalty: 3875.140137
	Iteration 2F: 3 clusters Score -329087.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329146.218750 Penalty: 3875.140137
	Iteration 3Q: 3 clusters Score -329146.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329181.000000 Penalty: 3875.140137
	Iteration 4Q: 3 clusters Score -329181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -329206.312500 Penalty: 3875.140137
	Iteration 5Q: 3 clusters Score -329206.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -329231.250000 Penalty: 3875.140137
	Iteration 6Q: 3 clusters Score -329231.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -329247.437500 Penalty: 3875.140137
	Iteration 7Q: 3 clusters Score -329247.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -329261.750000 Penalty: 3875.140137
	Iteration 8Q: 3 clusters Score -329261.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -329276.125000 Penalty: 3875.140137
	Iteration 9Q: 3 clusters Score -329276.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -329287.000000 Penalty: 3875.140137
	Iteration 10Q: 3 clusters Score -329287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -329299.906250 Penalty: 3875.140137
	Iteration 11Q: 3 clusters Score -329299.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -329316.125000 Penalty: 3875.140137
	Iteration 12Q: 3 clusters Score -329316.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -329329.875000 Penalty: 3875.140137
	Iteration 13Q: 3 clusters Score -329329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329343.062500 Penalty: 3875.140137
	Iteration 14Q: 3 clusters Score -329343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -329348.156250 Penalty: 3875.140137
	Iteration 15Q: 3 clusters Score -329348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329353.125000 Penalty: 3875.140137
	Iteration 16Q: 3 clusters Score -329353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329355.531250 Penalty: 3875.140137
	Iteration 17Q: 3 clusters Score -329355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -329357.281250 Penalty: 3875.140137
	Iteration 18Q: 3 clusters Score -329357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -329359.218750 Penalty: 3875.140137
	Iteration 19Q: 3 clusters Score -329359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -329361.093750 Penalty: 3875.140137
	Iteration 20F: 3 clusters Score -329361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329361.000000 Penalty: 3875.140137
	Iteration 21Q: 3 clusters Score -329361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -329362.062500 Penalty: 3875.140137
	Iteration 22Q: 3 clusters Score -329362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -329362.531250 Penalty: 3875.140137
	Iteration 23Q: 3 clusters Score -329362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329362.500000 Penalty: 3875.140137
	Iteration 24Q: 3 clusters Score -329362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -329362.500000 Penalty: 3875.140137
	Iteration 25F: 3 clusters Score -329362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -114773.945312 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -114773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112961.085938 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -112961.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113842.968750 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -113843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114820.273438 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -114820.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115404.242188 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -115404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115573.968750 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -115574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -115669.882812 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -115669.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115770.585938 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -115770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -115830.507812 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -115830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -115848.523438 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -115848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -115865.218750 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -115865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -115886.328125 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -115886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -115906.476562 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -115906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -115915.359375 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -115915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -115918.953125 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -115919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -115924.343750 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -115924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115939.335938 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -115939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115971.093750 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -115971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115995.164062 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -115995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115995.164062 Penalty: 3448.553467
	Iteration 18F: 3 clusters Score -115995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 835 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
Score: -138540912.000000 Penalty: 82755.171875
Splitting cluster 12 changes total score from -138540864.000000 to -138540912.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131953.750000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -130126.859375 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -130126.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -130761.921875 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130761.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131104.953125 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -131105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -131464.062500 Penalty: 3483.784424
	Iteration 3F: 3 clusters Score -131464.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -131619.031250 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -131619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -131677.265625 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -131677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -131689.578125 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -131689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -131701.921875 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -131707.500000 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -131711.859375 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -131713.750000 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -131713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -131715.015625 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -131715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -131716.125000 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -131716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -131717.234375 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -131717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -131717.234375 Penalty: 3483.784424
	Iteration 14F: 3 clusters Score -131717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -483160.875000 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -483160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479416.093750 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -479416.1 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -480194.187500 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -480194.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -480361.343750 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -480361.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -480449.031250 Penalty: 4090.880859
	Iteration 3Q: 3 clusters Score -480449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -480516.406250 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -480516.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -480562.906250 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -480562.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -480597.500000 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -480597.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -480624.812500 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -480624.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -480643.062500 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -480643.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -480654.343750 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -480654.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -480667.562500 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -480667.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -480681.250000 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -480681.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -480691.562500 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -480691.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -480700.187500 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -480700.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -480707.625000 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -480707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -480717.093750 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -480717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -480727.187500 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -480727.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -480736.000000 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -480736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -480740.406250 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -480740.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -480745.187500 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -480745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -480749.218750 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -480749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -480748.906250 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -480748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -480749.718750 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -480749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -480751.062500 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -480751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -480751.718750 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -480751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -480752.687500 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -480752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -480754.000000 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -480754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -480755.375000 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -480755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -480759.031250 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -480759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -480762.437500 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -480762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -480764.187500 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -480764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -480764.781250 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -480764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -480765.000000 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -480765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -480766.656250 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -480766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -480769.093750 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -480769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -480769.812500 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -480769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -480770.468750 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -480770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -480772.531250 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -480772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -480772.781250 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -480772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -480774.000000 Penalty: 4090.880859
	Iteration 39Q: 3 clusters Score -480774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -480774.687500 Penalty: 4090.880859
	Iteration 40F: 3 clusters Score -480774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -480775.562500 Penalty: 4090.880859
	Iteration 41Q: 3 clusters Score -480775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -480776.062500 Penalty: 4090.880859
	Iteration 42Q: 3 clusters Score -480776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -480776.687500 Penalty: 4090.880859
	Iteration 43Q: 3 clusters Score -480776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -480777.843750 Penalty: 4090.880859
	Iteration 44Q: 3 clusters Score -480777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -480780.562500 Penalty: 4090.880859
	Iteration 45Q: 3 clusters Score -480780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -480781.000000 Penalty: 4090.880859
	Iteration 46Q: 3 clusters Score -480781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -480781.593750 Penalty: 4090.880859
	Iteration 47Q: 3 clusters Score -480781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -480781.593750 Penalty: 4090.880859
	Iteration 48F: 3 clusters Score -480781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -974019.062500 Penalty: 2228.204102
	Iteration 0F: 2 clusters Score -974019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -967649.625000 Penalty: 4456.408203
	Iteration 0F: 3 clusters Score -967649.6 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -969414.625000 Penalty: 4456.408203
	Iteration 1F: 3 clusters Score -969414.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -969738.000000 Penalty: 4456.408203
	Iteration 2F: 3 clusters Score -969738 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -969977.375000 Penalty: 4456.408203
	Iteration 3F: 3 clusters Score -969977.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -970177.750000 Penalty: 4456.408203
	Iteration 4Q: 3 clusters Score -970177.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -970382.125000 Penalty: 4456.408203
	Iteration 5Q: 3 clusters Score -970382.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -970634.000000 Penalty: 4456.408203
	Iteration 6Q: 3 clusters Score -970634 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -970935.875000 Penalty: 4456.408203
	Iteration 7Q: 3 clusters Score -970935.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -971245.375000 Penalty: 4456.408203
	Iteration 8Q: 3 clusters Score -971245.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -971555.125000 Penalty: 4456.408203
	Iteration 9Q: 3 clusters Score -971555.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -971840.312500 Penalty: 4456.408203
	Iteration 10Q: 3 clusters Score -971840.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -972071.812500 Penalty: 4456.408203
	Iteration 11Q: 3 clusters Score -972071.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -972207.375000 Penalty: 4456.408203
	Iteration 12Q: 3 clusters Score -972207.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -972296.750000 Penalty: 4456.408203
	Iteration 13Q: 3 clusters Score -972296.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -972363.875000 Penalty: 4456.408203
	Iteration 14Q: 3 clusters Score -972363.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -972424.750000 Penalty: 4456.408203
	Iteration 15Q: 3 clusters Score -972424.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -972487.687500 Penalty: 4456.408203
	Iteration 16Q: 3 clusters Score -972487.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -972543.187500 Penalty: 4456.408203
	Iteration 17Q: 3 clusters Score -972543.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -972600.625000 Penalty: 4456.408203
	Iteration 18Q: 3 clusters Score -972600.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -972648.062500 Penalty: 4456.408203
	Iteration 19Q: 3 clusters Score -972648.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -972683.562500 Penalty: 4456.408203
	Iteration 20F: 3 clusters Score -972683.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -972713.812500 Penalty: 4456.408203
	Iteration 21Q: 3 clusters Score -972713.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -972737.687500 Penalty: 4456.408203
	Iteration 22Q: 3 clusters Score -972737.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -972760.312500 Penalty: 4456.408203
	Iteration 23Q: 3 clusters Score -972760.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -972779.562500 Penalty: 4456.408203
	Iteration 24Q: 3 clusters Score -972779.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -972803.187500 Penalty: 4456.408203
	Iteration 25Q: 3 clusters Score -972803.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -972839.312500 Penalty: 4456.408203
	Iteration 26Q: 3 clusters Score -972839.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -972871.125000 Penalty: 4456.408203
	Iteration 27Q: 3 clusters Score -972871.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -972909.750000 Penalty: 4456.408203
	Iteration 28Q: 3 clusters Score -972909.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -972945.125000 Penalty: 4456.408203
	Iteration 29Q: 3 clusters Score -972945.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -972980.000000 Penalty: 4456.408203
	Iteration 30Q: 3 clusters Score -972980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -973025.000000 Penalty: 4456.408203
	Iteration 31Q: 3 clusters Score -973025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -973074.500000 Penalty: 4456.408203
	Iteration 32Q: 3 clusters Score -973074.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -973123.125000 Penalty: 4456.408203
	Iteration 33Q: 3 clusters Score -973123.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -973163.000000 Penalty: 4456.408203
	Iteration 34Q: 3 clusters Score -973163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -973200.625000 Penalty: 4456.408203
	Iteration 35Q: 3 clusters Score -973200.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -973229.562500 Penalty: 4456.408203
	Iteration 36Q: 3 clusters Score -973229.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -973247.625000 Penalty: 4456.408203
	Iteration 37Q: 3 clusters Score -973247.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -973264.250000 Penalty: 4456.408203
	Iteration 38Q: 3 clusters Score -973264.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -973280.937500 Penalty: 4456.408203
	Iteration 39Q: 3 clusters Score -973280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -973289.625000 Penalty: 4456.408203
	Iteration 40F: 3 clusters Score -973289.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -973295.625000 Penalty: 4456.408203
	Iteration 41Q: 3 clusters Score -973295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -973300.437500 Penalty: 4456.408203
	Iteration 42Q: 3 clusters Score -973300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -973304.750000 Penalty: 4456.408203
	Iteration 43Q: 3 clusters Score -973304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -973305.812500 Penalty: 4456.408203
	Iteration 44Q: 3 clusters Score -973305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -973307.625000 Penalty: 4456.408203
	Iteration 45Q: 3 clusters Score -973307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -973309.062500 Penalty: 4456.408203
	Iteration 46Q: 3 clusters Score -973309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -973310.937500 Penalty: 4456.408203
	Iteration 47Q: 3 clusters Score -973310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -973312.750000 Penalty: 4456.408203
	Iteration 48Q: 3 clusters Score -973312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -973312.750000 Penalty: 4456.408203
	Iteration 49Q: 3 clusters Score -973312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -973314.000000 Penalty: 4456.408203
	Iteration 50Q: 3 clusters Score -973314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -973312.687500 Penalty: 4456.408203
	Iteration 51Q: 3 clusters Score -973312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -973313.625000 Penalty: 4456.408203
	Iteration 52Q: 3 clusters Score -973313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -973315.625000 Penalty: 4456.408203
	Iteration 53Q: 3 clusters Score -973315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -973317.812500 Penalty: 4456.408203
	Iteration 54Q: 3 clusters Score -973317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -973317.437500 Penalty: 4456.408203
	Iteration 55Q: 3 clusters Score -973317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -973318.687500 Penalty: 4456.408203
	Iteration 56Q: 3 clusters Score -973318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -973319.062500 Penalty: 4456.408203
	Iteration 57Q: 3 clusters Score -973319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -973319.062500 Penalty: 4456.408203
	Iteration 58F: 3 clusters Score -973319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208929.796875 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208929.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209351.234375 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209351.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209465.015625 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209528.453125 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209528.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -209568.781250 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209568.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209589.187500 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -209598.000000 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -209601.828125 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209603.531250 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209604.593750 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209605.734375 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209606.359375 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209606.359375 Penalty: 3668.582275
	Iteration 12F: 3 clusters Score -209606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -610138.812500 Penalty: 2110.921143
	Iteration 0F: 2 clusters Score -610138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605694.562500 Penalty: 4221.842285
	Iteration 0F: 3 clusters Score -605694.6 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -606825.375000 Penalty: 4221.842285
	Iteration 1F: 3 clusters Score -606825.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -607144.062500 Penalty: 4221.842285
	Iteration 2F: 3 clusters Score -607144.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -607377.687500 Penalty: 4221.842285
	Iteration 3F: 3 clusters Score -607377.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -607573.250000 Penalty: 4221.842285
	Iteration 4F: 3 clusters Score -607573.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -607742.750000 Penalty: 4221.842285
	Iteration 5Q: 3 clusters Score -607742.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -607891.875000 Penalty: 4221.842285
	Iteration 6Q: 3 clusters Score -607891.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -608034.562500 Penalty: 4221.842285
	Iteration 7Q: 3 clusters Score -608034.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -608165.125000 Penalty: 4221.842285
	Iteration 8Q: 3 clusters Score -608165.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -608258.812500 Penalty: 4221.842285
	Iteration 9Q: 3 clusters Score -608258.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -608349.750000 Penalty: 4221.842285
	Iteration 10Q: 3 clusters Score -608349.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -608420.562500 Penalty: 4221.842285
	Iteration 11Q: 3 clusters Score -608420.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -608466.187500 Penalty: 4221.842285
	Iteration 12Q: 3 clusters Score -608466.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -608493.187500 Penalty: 4221.842285
	Iteration 13Q: 3 clusters Score -608493.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -608513.625000 Penalty: 4221.842285
	Iteration 14Q: 3 clusters Score -608513.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -608534.125000 Penalty: 4221.842285
	Iteration 15Q: 3 clusters Score -608534.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -608550.687500 Penalty: 4221.842285
	Iteration 16Q: 3 clusters Score -608550.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -608565.187500 Penalty: 4221.842285
	Iteration 17Q: 3 clusters Score -608565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -608575.062500 Penalty: 4221.842285
	Iteration 18Q: 3 clusters Score -608575.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -608587.125000 Penalty: 4221.842285
	Iteration 19Q: 3 clusters Score -608587.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -608596.625000 Penalty: 4221.842285
	Iteration 20F: 3 clusters Score -608596.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -608607.250000 Penalty: 4221.842285
	Iteration 21Q: 3 clusters Score -608607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -608617.875000 Penalty: 4221.842285
	Iteration 22Q: 3 clusters Score -608617.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -608623.500000 Penalty: 4221.842285
	Iteration 23Q: 3 clusters Score -608623.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -608627.750000 Penalty: 4221.842285
	Iteration 24Q: 3 clusters Score -608627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -608630.187500 Penalty: 4221.842285
	Iteration 25Q: 3 clusters Score -608630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -608632.437500 Penalty: 4221.842285
	Iteration 26Q: 3 clusters Score -608632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -608637.000000 Penalty: 4221.842285
	Iteration 27Q: 3 clusters Score -608637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -608639.312500 Penalty: 4221.842285
	Iteration 28Q: 3 clusters Score -608639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -608641.937500 Penalty: 4221.842285
	Iteration 29Q: 3 clusters Score -608641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -608646.062500 Penalty: 4221.842285
	Iteration 30Q: 3 clusters Score -608646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -608649.000000 Penalty: 4221.842285
	Iteration 31Q: 3 clusters Score -608649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -608653.937500 Penalty: 4221.842285
	Iteration 32Q: 3 clusters Score -608653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -608653.812500 Penalty: 4221.842285
	Iteration 33Q: 3 clusters Score -608653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -608653.812500 Penalty: 4221.842285
	Iteration 34F: 3 clusters Score -608653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (142810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Entering Unmasked Estep 
Score: -18516236.000000 Penalty: 2943.579102
	Iteration 0F: 2 clusters Score -1.851624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -18421978.000000 Penalty: 5887.158203
	Iteration 0F: 3 clusters Score -1.842198e+07 nChanged 67921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -18461508.000000 Penalty: 5887.158203
	Iteration 1F: 3 clusters Score -1.846151e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -18462862.000000 Penalty: 5887.158203
	Iteration 2Q: 3 clusters Score -1.846286e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -18464908.000000 Penalty: 5887.158203
	Iteration 3Q: 3 clusters Score -1.846491e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -18467596.000000 Penalty: 5887.158203
	Iteration 4Q: 3 clusters Score -1.84676e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -18471604.000000 Penalty: 5887.158203
	Iteration 5F: 3 clusters Score -1.84716e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -18477760.000000 Penalty: 5887.158203
	Iteration 6F: 3 clusters Score -1.847776e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -18486058.000000 Penalty: 5887.158203
	Iteration 7F: 3 clusters Score -1.848606e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -18494996.000000 Penalty: 5887.158203
	Iteration 8F: 3 clusters Score -1.8495e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -18500410.000000 Penalty: 5887.158203
	Iteration 9F: 3 clusters Score -1.850041e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -18502588.000000 Penalty: 5887.158203
	Iteration 10Q: 3 clusters Score -1.850259e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -18503476.000000 Penalty: 5887.158203
	Iteration 11Q: 3 clusters Score -1.850348e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -18504140.000000 Penalty: 5887.158203
	Iteration 12Q: 3 clusters Score -1.850414e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -18504698.000000 Penalty: 5887.158203
	Iteration 13Q: 3 clusters Score -1.85047e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -18505302.000000 Penalty: 5887.158203
	Iteration 14Q: 3 clusters Score -1.85053e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -18505796.000000 Penalty: 5887.158203
	Iteration 15Q: 3 clusters Score -1.85058e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -18506372.000000 Penalty: 5887.158203
	Iteration 16Q: 3 clusters Score -1.850637e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -18506886.000000 Penalty: 5887.158203
	Iteration 17Q: 3 clusters Score -1.850689e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -18507288.000000 Penalty: 5887.158203
	Iteration 18Q: 3 clusters Score -1.850729e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -18507726.000000 Penalty: 5887.158203
	Iteration 19Q: 3 clusters Score -1.850773e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -18508168.000000 Penalty: 5887.158203
	Iteration 20F: 3 clusters Score -1.850817e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -18508580.000000 Penalty: 5887.158203
	Iteration 21Q: 3 clusters Score -1.850858e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -18509078.000000 Penalty: 5887.158203
	Iteration 22Q: 3 clusters Score -1.850908e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -18509534.000000 Penalty: 5887.158203
	Iteration 23Q: 3 clusters Score -1.850953e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -18509896.000000 Penalty: 5887.158203
	Iteration 24Q: 3 clusters Score -1.85099e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -18510210.000000 Penalty: 5887.158203
	Iteration 25Q: 3 clusters Score -1.851021e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -18510564.000000 Penalty: 5887.158203
	Iteration 26Q: 3 clusters Score -1.851056e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -18510838.000000 Penalty: 5887.158203
	Iteration 27Q: 3 clusters Score -1.851084e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -18511106.000000 Penalty: 5887.158203
	Iteration 28Q: 3 clusters Score -1.851111e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -18511330.000000 Penalty: 5887.158203
	Iteration 29Q: 3 clusters Score -1.851133e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 129875 members 
Entering Unmasked Estep 
Score: -18511592.000000 Penalty: 5887.158203
	Iteration 30Q: 3 clusters Score -1.851159e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 131045 members 
Entering Unmasked Estep 
Score: -18511968.000000 Penalty: 5887.158203
	Iteration 31Q: 3 clusters Score -1.851197e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -18512236.000000 Penalty: 5887.158203
	Iteration 32Q: 3 clusters Score -1.851224e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 133144 members 
Entering Unmasked Estep 
Score: -18512540.000000 Penalty: 5887.158203
	Iteration 33Q: 3 clusters Score -1.851254e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -18512772.000000 Penalty: 5887.158203
	Iteration 34Q: 3 clusters Score -1.851277e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -18512962.000000 Penalty: 5887.158203
	Iteration 35Q: 3 clusters Score -1.851296e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 135505 members 
Entering Unmasked Estep 
Score: -18513186.000000 Penalty: 5887.158203
	Iteration 36Q: 3 clusters Score -1.851319e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -18513340.000000 Penalty: 5887.158203
	Iteration 37Q: 3 clusters Score -1.851334e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 136699 members 
Entering Unmasked Estep 
Score: -18513524.000000 Penalty: 5887.158203
	Iteration 38Q: 3 clusters Score -1.851352e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -18513642.000000 Penalty: 5887.158203
	Iteration 39Q: 3 clusters Score -1.851364e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -18513778.000000 Penalty: 5887.158203
	Iteration 40F: 3 clusters Score -1.851378e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 138115 members 
Entering Unmasked Estep 
Score: -18513900.000000 Penalty: 5887.158203
	Iteration 41Q: 3 clusters Score -1.85139e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -18513984.000000 Penalty: 5887.158203
	Iteration 42Q: 3 clusters Score -1.851398e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -18514046.000000 Penalty: 5887.158203
	Iteration 43Q: 3 clusters Score -1.851405e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -18514088.000000 Penalty: 5887.158203
	Iteration 44Q: 3 clusters Score -1.851409e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -18514122.000000 Penalty: 5887.158203
	Iteration 45Q: 3 clusters Score -1.851412e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -18514132.000000 Penalty: 5887.158203
	Iteration 46Q: 3 clusters Score -1.851413e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 139589 members 
Entering Unmasked Estep 
Score: -18514164.000000 Penalty: 5887.158203
	Iteration 47Q: 3 clusters Score -1.851416e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -18514142.000000 Penalty: 5887.158203
	Iteration 48Q: 3 clusters Score -1.851414e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -18514108.000000 Penalty: 5887.158203
	Iteration 49Q: 3 clusters Score -1.851411e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 139910 members 
Entering Unmasked Estep 
Score: -18514092.000000 Penalty: 5887.158203
	Iteration 50Q: 3 clusters Score -1.851409e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -18514100.000000 Penalty: 5887.158203
	Iteration 51Q: 3 clusters Score -1.85141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 140052 members 
Entering Unmasked Estep 
Score: -18514140.000000 Penalty: 5887.158203
	Iteration 52Q: 3 clusters Score -1.851414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -18514162.000000 Penalty: 5887.158203
	Iteration 53Q: 3 clusters Score -1.851416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 140155 members 
Entering Unmasked Estep 
Score: -18514168.000000 Penalty: 5887.158203
	Iteration 54Q: 3 clusters Score -1.851417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -18514162.000000 Penalty: 5887.158203
	Iteration 55Q: 3 clusters Score -1.851416e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 140284 members 
Entering Unmasked Estep 
Score: -18514158.000000 Penalty: 5887.158203
	Iteration 56Q: 3 clusters Score -1.851416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -18514192.000000 Penalty: 5887.158203
	Iteration 57Q: 3 clusters Score -1.851419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 140382 members 
Entering Unmasked Estep 
Score: -18514226.000000 Penalty: 5887.158203
	Iteration 58Q: 3 clusters Score -1.851423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -18514208.000000 Penalty: 5887.158203
	Iteration 59Q: 3 clusters Score -1.851421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
Score: -18514208.000000 Penalty: 5887.158203
	Iteration 60F: 3 clusters Score -1.851421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -18514222.000000 Penalty: 5887.158203
	Iteration 61Q: 3 clusters Score -1.851422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
Score: -18514218.000000 Penalty: 5887.158203
	Iteration 62Q: 3 clusters Score -1.851422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 140520 members 
Entering Unmasked Estep 
Score: -18514252.000000 Penalty: 5887.158203
	Iteration 63Q: 3 clusters Score -1.851425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -18514260.000000 Penalty: 5887.158203
	Iteration 64Q: 3 clusters Score -1.851426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -18514252.000000 Penalty: 5887.158203
	Iteration 65Q: 3 clusters Score -1.851425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 140552 members 
Entering Unmasked Estep 
Score: -18514248.000000 Penalty: 5887.158203
	Iteration 66Q: 3 clusters Score -1.851425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 140563 members 
Entering Unmasked Estep 
Score: -18514268.000000 Penalty: 5887.158203
	Iteration 67Q: 3 clusters Score -1.851427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -18514260.000000 Penalty: 5887.158203
	Iteration 68Q: 3 clusters Score -1.851426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -18514248.000000 Penalty: 5887.158203
	Iteration 69Q: 3 clusters Score -1.851425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 140580 members 
Entering Unmasked Estep 
Score: -18514268.000000 Penalty: 5887.158203
	Iteration 70Q: 3 clusters Score -1.851427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -18514270.000000 Penalty: 5887.158203
	Iteration 71Q: 3 clusters Score -1.851427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -18514268.000000 Penalty: 5887.158203
	Iteration 72Q: 3 clusters Score -1.851427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -18514274.000000 Penalty: 5887.158203
	Iteration 73Q: 3 clusters Score -1.851427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -18514272.000000 Penalty: 5887.158203
	Iteration 74Q: 3 clusters Score -1.851427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -18514256.000000 Penalty: 5887.158203
	Iteration 75Q: 3 clusters Score -1.851426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -18514262.000000 Penalty: 5887.158203
	Iteration 76Q: 3 clusters Score -1.851426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -18514274.000000 Penalty: 5887.158203
	Iteration 77Q: 3 clusters Score -1.851427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -18514266.000000 Penalty: 5887.158203
	Iteration 78Q: 3 clusters Score -1.851427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -18514280.000000 Penalty: 5887.158203
	Iteration 79Q: 3 clusters Score -1.851428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -18514276.000000 Penalty: 5887.158203
	Iteration 80F: 3 clusters Score -1.851428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -18514282.000000 Penalty: 5887.158203
	Iteration 81Q: 3 clusters Score -1.851428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 140607 members 
Entering Unmasked Estep 
Score: -18514272.000000 Penalty: 5887.158203
	Iteration 82Q: 3 clusters Score -1.851427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -18514286.000000 Penalty: 5887.158203
	Iteration 83Q: 3 clusters Score -1.851429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 140616 members 
Entering Unmasked Estep 
Score: -18514284.000000 Penalty: 5887.158203
	Iteration 84Q: 3 clusters Score -1.851428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 140618 members 
Entering Unmasked Estep 
Score: -18514276.000000 Penalty: 5887.158203
	Iteration 85Q: 3 clusters Score -1.851428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -18514274.000000 Penalty: 5887.158203
	Iteration 86Q: 3 clusters Score -1.851427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -18514274.000000 Penalty: 5887.158203
	Iteration 87Q: 3 clusters Score -1.851427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 140624 members 
Entering Unmasked Estep 
Score: -18514274.000000 Penalty: 5887.158203
	Iteration 88Q: 3 clusters Score -1.851427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -18514276.000000 Penalty: 5887.158203
	Iteration 89Q: 3 clusters Score -1.851428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -18514280.000000 Penalty: 5887.158203
	Iteration 90Q: 3 clusters Score -1.851428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 140627 members 
Entering Unmasked Estep 
Score: -18514294.000000 Penalty: 5887.158203
	Iteration 91Q: 3 clusters Score -1.851429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -18514284.000000 Penalty: 5887.158203
	Iteration 92Q: 3 clusters Score -1.851428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -18514284.000000 Penalty: 5887.158203
	Iteration 93F: 3 clusters Score -1.851428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -476921.968750 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -476922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -473218.750000 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -473218.8 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -473983.562500 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -473983.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -474122.843750 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -474122.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -474203.531250 Penalty: 4073.971680
	Iteration 3Q: 3 clusters Score -474203.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -474255.093750 Penalty: 4073.971680
	Iteration 4Q: 3 clusters Score -474255.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -474285.343750 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -474285.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -474310.531250 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -474310.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -474337.187500 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -474337.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -474354.968750 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -474355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -474375.156250 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -474375.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -474389.000000 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -474389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -474401.593750 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -474401.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -474412.125000 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -474412.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474423.406250 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -474423.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -474432.062500 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -474432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -474440.156250 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -474440.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -474448.656250 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -474448.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -474455.687500 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -474455.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -474462.656250 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -474462.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -474470.218750 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -474470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -474475.437500 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -474475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474481.531250 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -474481.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -474486.968750 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -474487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -474495.000000 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -474495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -474499.125000 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -474499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474502.437500 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -474502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -474503.187500 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -474503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474503.625000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -474503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474505.406250 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -474505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -474505.593750 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -474505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -474506.031250 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -474506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -474507.062500 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -474507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474506.562500 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -474506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -474506.781250 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -474506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474508.968750 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -474509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -474509.062500 Penalty: 4073.971680
	Iteration 35Q: 3 clusters Score -474509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -474510.968750 Penalty: 4073.971680
	Iteration 36Q: 3 clusters Score -474511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -474513.156250 Penalty: 4073.971680
	Iteration 37Q: 3 clusters Score -474513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -474514.031250 Penalty: 4073.971680
	Iteration 38Q: 3 clusters Score -474514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -474516.031250 Penalty: 4073.971680
	Iteration 39Q: 3 clusters Score -474516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -474518.437500 Penalty: 4073.971680
	Iteration 40F: 3 clusters Score -474518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -474518.968750 Penalty: 4073.971680
	Iteration 41Q: 3 clusters Score -474519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -474519.500000 Penalty: 4073.971680
	Iteration 42Q: 3 clusters Score -474519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -474519.968750 Penalty: 4073.971680
	Iteration 43Q: 3 clusters Score -474520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -474519.968750 Penalty: 4073.971680
	Iteration 44F: 3 clusters Score -474520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Entering Unmasked Estep 
Score: -8422854.000000 Penalty: 2748.748779
	Iteration 0F: 2 clusters Score -8422854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -8379426.500000 Penalty: 5497.497559
	Iteration 0F: 3 clusters Score -8379426 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8396348.000000 Penalty: 5497.497559
	Iteration 1F: 3 clusters Score -8396348 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -8397065.000000 Penalty: 5497.497559
	Iteration 2Q: 3 clusters Score -8397065 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8397769.000000 Penalty: 5497.497559
	Iteration 3Q: 3 clusters Score -8397769 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -8398607.000000 Penalty: 5497.497559
	Iteration 4Q: 3 clusters Score -8398607 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -8399590.000000 Penalty: 5497.497559
	Iteration 5Q: 3 clusters Score -8399590 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8401016.000000 Penalty: 5497.497559
	Iteration 6Q: 3 clusters Score -8401016 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8403086.000000 Penalty: 5497.497559
	Iteration 7F: 3 clusters Score -8403086 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8406105.000000 Penalty: 5497.497559
	Iteration 8F: 3 clusters Score -8406105 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -8409642.000000 Penalty: 5497.497559
	Iteration 9F: 3 clusters Score -8409642 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -8413030.000000 Penalty: 5497.497559
	Iteration 10F: 3 clusters Score -8413030 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -8415493.000000 Penalty: 5497.497559
	Iteration 11Q: 3 clusters Score -8415493 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -8417135.000000 Penalty: 5497.497559
	Iteration 12Q: 3 clusters Score -8417135 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -8418141.000000 Penalty: 5497.497559
	Iteration 13Q: 3 clusters Score -8418141 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -8418829.000000 Penalty: 5497.497559
	Iteration 14Q: 3 clusters Score -8418829 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -8419305.000000 Penalty: 5497.497559
	Iteration 15Q: 3 clusters Score -8419305 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8419642.000000 Penalty: 5497.497559
	Iteration 16Q: 3 clusters Score -8419642 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -8419865.000000 Penalty: 5497.497559
	Iteration 17Q: 3 clusters Score -8419865 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -8419992.000000 Penalty: 5497.497559
	Iteration 18Q: 3 clusters Score -8419992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -8420107.000000 Penalty: 5497.497559
	Iteration 19Q: 3 clusters Score -8420107 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -8420207.000000 Penalty: 5497.497559
	Iteration 20F: 3 clusters Score -8420207 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -8420325.000000 Penalty: 5497.497559
	Iteration 21Q: 3 clusters Score -8420325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -8420370.000000 Penalty: 5497.497559
	Iteration 22Q: 3 clusters Score -8420370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8420411.000000 Penalty: 5497.497559
	Iteration 23Q: 3 clusters Score -8420411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -8420444.000000 Penalty: 5497.497559
	Iteration 24Q: 3 clusters Score -8420444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -8420460.000000 Penalty: 5497.497559
	Iteration 25Q: 3 clusters Score -8420460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -8420470.000000 Penalty: 5497.497559
	Iteration 26Q: 3 clusters Score -8420470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -8420490.000000 Penalty: 5497.497559
	Iteration 27Q: 3 clusters Score -8420490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8420508.000000 Penalty: 5497.497559
	Iteration 28Q: 3 clusters Score -8420508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -8420506.000000 Penalty: 5497.497559
	Iteration 29Q: 3 clusters Score -8420506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -8420515.000000 Penalty: 5497.497559
	Iteration 30Q: 3 clusters Score -8420515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -8420518.000000 Penalty: 5497.497559
	Iteration 31Q: 3 clusters Score -8420518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8420522.000000 Penalty: 5497.497559
	Iteration 32Q: 3 clusters Score -8420522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -8420524.000000 Penalty: 5497.497559
	Iteration 33Q: 3 clusters Score -8420524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -8420523.000000 Penalty: 5497.497559
	Iteration 34Q: 3 clusters Score -8420523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8420529.000000 Penalty: 5497.497559
	Iteration 35Q: 3 clusters Score -8420529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -8420534.000000 Penalty: 5497.497559
	Iteration 36Q: 3 clusters Score -8420534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -8420535.000000 Penalty: 5497.497559
	Iteration 37Q: 3 clusters Score -8420535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8420540.000000 Penalty: 5497.497559
	Iteration 38Q: 3 clusters Score -8420540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -8420539.000000 Penalty: 5497.497559
	Iteration 39Q: 3 clusters Score -8420539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8420542.000000 Penalty: 5497.497559
	Iteration 40F: 3 clusters Score -8420542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8420541.000000 Penalty: 5497.497559
	Iteration 41Q: 3 clusters Score -8420541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -8420536.000000 Penalty: 5497.497559
	Iteration 42Q: 3 clusters Score -8420536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -8420541.000000 Penalty: 5497.497559
	Iteration 43Q: 3 clusters Score -8420541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -8420550.000000 Penalty: 5497.497559
	Iteration 44Q: 3 clusters Score -8420550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -8420558.000000 Penalty: 5497.497559
	Iteration 45Q: 3 clusters Score -8420558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -8420571.000000 Penalty: 5497.497559
	Iteration 46Q: 3 clusters Score -8420571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -8420567.000000 Penalty: 5497.497559
	Iteration 47Q: 3 clusters Score -8420567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -8420566.000000 Penalty: 5497.497559
	Iteration 48Q: 3 clusters Score -8420566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -8420566.000000 Penalty: 5497.497559
	Iteration 49F: 3 clusters Score -8420566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (145013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Entering Unmasked Estep 
Score: -18765250.000000 Penalty: 2947.375488
	Iteration 0F: 2 clusters Score -1.876525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -18668292.000000 Penalty: 5894.750977
	Iteration 0F: 3 clusters Score -1.866829e+07 nChanged 69333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -18709996.000000 Penalty: 5894.750977
	Iteration 1F: 3 clusters Score -1.871e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -18713316.000000 Penalty: 5894.750977
	Iteration 2F: 3 clusters Score -1.871332e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -18718704.000000 Penalty: 5894.750977
	Iteration 3F: 3 clusters Score -1.87187e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -18727872.000000 Penalty: 5894.750977
	Iteration 4F: 3 clusters Score -1.872787e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -18739692.000000 Penalty: 5894.750977
	Iteration 5F: 3 clusters Score -1.873969e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -18750690.000000 Penalty: 5894.750977
	Iteration 6F: 3 clusters Score -1.875069e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -18757662.000000 Penalty: 5894.750977
	Iteration 7Q: 3 clusters Score -1.875766e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -18760854.000000 Penalty: 5894.750977
	Iteration 8Q: 3 clusters Score -1.876085e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -18762238.000000 Penalty: 5894.750977
	Iteration 9Q: 3 clusters Score -1.876224e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -18762852.000000 Penalty: 5894.750977
	Iteration 10Q: 3 clusters Score -1.876285e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -18763132.000000 Penalty: 5894.750977
	Iteration 11Q: 3 clusters Score -1.876313e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -18763248.000000 Penalty: 5894.750977
	Iteration 12Q: 3 clusters Score -1.876325e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -18763278.000000 Penalty: 5894.750977
	Iteration 13Q: 3 clusters Score -1.876328e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -18763344.000000 Penalty: 5894.750977
	Iteration 14Q: 3 clusters Score -1.876334e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -18763386.000000 Penalty: 5894.750977
	Iteration 15Q: 3 clusters Score -1.876339e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18763428.000000 Penalty: 5894.750977
	Iteration 16Q: 3 clusters Score -1.876343e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18763460.000000 Penalty: 5894.750977
	Iteration 17Q: 3 clusters Score -1.876346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142648 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -18763466.000000 Penalty: 5894.750977
	Iteration 18Q: 3 clusters Score -1.876347e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -18763510.000000 Penalty: 5894.750977
	Iteration 19Q: 3 clusters Score -1.876351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -18763532.000000 Penalty: 5894.750977
	Iteration 20F: 3 clusters Score -1.876353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -18763568.000000 Penalty: 5894.750977
	Iteration 21Q: 3 clusters Score -1.876357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -18763588.000000 Penalty: 5894.750977
	Iteration 22Q: 3 clusters Score -1.876359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18763576.000000 Penalty: 5894.750977
	Iteration 23Q: 3 clusters Score -1.876358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142912 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -18763596.000000 Penalty: 5894.750977
	Iteration 24Q: 3 clusters Score -1.87636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18763620.000000 Penalty: 5894.750977
	Iteration 25Q: 3 clusters Score -1.876362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142983 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -18763630.000000 Penalty: 5894.750977
	Iteration 26Q: 3 clusters Score -1.876363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -18763634.000000 Penalty: 5894.750977
	Iteration 27Q: 3 clusters Score -1.876363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143052 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -18763632.000000 Penalty: 5894.750977
	Iteration 28Q: 3 clusters Score -1.876363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -18763630.000000 Penalty: 5894.750977
	Iteration 29Q: 3 clusters Score -1.876363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18763636.000000 Penalty: 5894.750977
	Iteration 30Q: 3 clusters Score -1.876364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18763632.000000 Penalty: 5894.750977
	Iteration 31Q: 3 clusters Score -1.876363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -18763636.000000 Penalty: 5894.750977
	Iteration 32Q: 3 clusters Score -1.876364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -18763644.000000 Penalty: 5894.750977
	Iteration 33Q: 3 clusters Score -1.876364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143116 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -18763638.000000 Penalty: 5894.750977
	Iteration 34Q: 3 clusters Score -1.876364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143120 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18763644.000000 Penalty: 5894.750977
	Iteration 35Q: 3 clusters Score -1.876364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143123 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18763652.000000 Penalty: 5894.750977
	Iteration 36Q: 3 clusters Score -1.876365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -18763644.000000 Penalty: 5894.750977
	Iteration 37Q: 3 clusters Score -1.876364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18763640.000000 Penalty: 5894.750977
	Iteration 38Q: 3 clusters Score -1.876364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18763640.000000 Penalty: 5894.750977
	Iteration 39F: 3 clusters Score -1.876364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177286 members 
Mstep: Class 3 contains 201376 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 167899 members 
Mstep: Class 8 contains 70350 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 142810 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 23 contains 65099 members 
Mstep: Class 24 contains 145013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138540992.000000 Penalty: 82755.171875
Iteration 159Q: 25 clusters Score -1.38541e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 177267 members 
Mstep: Class 3 contains 201378 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 8711 members 
Mstep: Class 7 contains 167885 members 
Mstep: Class 8 contains 70363 members 
Mstep: Class 9 contains 84425 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 142867 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 835 members 
Mstep: Class 23 contains 65100 members 
Mstep: Class 24 contains 144969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541200.000000 Penalty: 82755.171875
Iteration 160F: 25 clusters Score -1.385412e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 177256 members 
Mstep: Class 3 contains 201372 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 8712 members 
Mstep: Class 7 contains 167881 members 
Mstep: Class 8 contains 70379 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 142920 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 837 members 
Mstep: Class 23 contains 65101 members 
Mstep: Class 24 contains 144923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541344.000000 Penalty: 82755.171875
Iteration 161Q: 25 clusters Score -1.385413e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177253 members 
Mstep: Class 3 contains 201367 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 8712 members 
Mstep: Class 7 contains 167866 members 
Mstep: Class 8 contains 70387 members 
Mstep: Class 9 contains 84424 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 142967 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 65098 members 
Mstep: Class 24 contains 144896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541536.000000 Penalty: 82755.171875
Iteration 162Q: 25 clusters Score -1.385415e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177252 members 
Mstep: Class 3 contains 201346 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 8717 members 
Mstep: Class 7 contains 167858 members 
Mstep: Class 8 contains 70390 members 
Mstep: Class 9 contains 84424 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143012 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65095 members 
Mstep: Class 24 contains 144876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541632.000000 Penalty: 82755.171875
Iteration 163Q: 25 clusters Score -1.385416e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177254 members 
Mstep: Class 3 contains 201333 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 167852 members 
Mstep: Class 8 contains 70387 members 
Mstep: Class 9 contains 84423 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143060 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65092 members 
Mstep: Class 24 contains 144848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541840.000000 Penalty: 82755.171875
Iteration 164Q: 25 clusters Score -1.385418e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177258 members 
Mstep: Class 3 contains 201306 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 167847 members 
Mstep: Class 8 contains 70390 members 
Mstep: Class 9 contains 84422 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143106 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65091 members 
Mstep: Class 24 contains 144829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541808.000000 Penalty: 82755.171875
Iteration 165Q: 25 clusters Score -1.385418e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177253 members 
Mstep: Class 3 contains 201310 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 167840 members 
Mstep: Class 8 contains 70390 members 
Mstep: Class 9 contains 84420 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143132 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65094 members 
Mstep: Class 24 contains 144809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541856.000000 Penalty: 82755.171875
Iteration 166Q: 25 clusters Score -1.385419e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177255 members 
Mstep: Class 3 contains 201309 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 167831 members 
Mstep: Class 8 contains 70391 members 
Mstep: Class 9 contains 84416 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143162 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65093 members 
Mstep: Class 24 contains 144790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541792.000000 Penalty: 82755.171875
Iteration 167Q: 25 clusters Score -1.385418e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177255 members 
Mstep: Class 3 contains 201307 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 167814 members 
Mstep: Class 8 contains 70405 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143185 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65094 members 
Mstep: Class 24 contains 144772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541824.000000 Penalty: 82755.171875
Iteration 168Q: 25 clusters Score -1.385418e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177256 members 
Mstep: Class 3 contains 201310 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 167802 members 
Mstep: Class 8 contains 70414 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 143204 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65094 members 
Mstep: Class 24 contains 144756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541872.000000 Penalty: 82755.171875
Iteration 169Q: 25 clusters Score -1.385419e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177267 members 
Mstep: Class 3 contains 201303 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8711 members 
Mstep: Class 7 contains 167792 members 
Mstep: Class 8 contains 70423 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143223 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65094 members 
Mstep: Class 24 contains 144733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541856.000000 Penalty: 82755.171875
Iteration 170Q: 25 clusters Score -1.385419e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177262 members 
Mstep: Class 3 contains 201329 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 167777 members 
Mstep: Class 8 contains 70428 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143240 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65092 members 
Mstep: Class 24 contains 144710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541808.000000 Penalty: 82755.171875
Iteration 171Q: 25 clusters Score -1.385418e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177274 members 
Mstep: Class 3 contains 201312 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8712 members 
Mstep: Class 7 contains 167773 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143258 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65089 members 
Mstep: Class 24 contains 144699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541872.000000 Penalty: 82755.171875
Iteration 172Q: 25 clusters Score -1.385419e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177281 members 
Mstep: Class 3 contains 201317 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8711 members 
Mstep: Class 7 contains 167775 members 
Mstep: Class 8 contains 70434 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143272 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3693 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65088 members 
Mstep: Class 24 contains 144672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541856.000000 Penalty: 82755.171875
Iteration 173Q: 25 clusters Score -1.385419e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177280 members 
Mstep: Class 3 contains 201319 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8712 members 
Mstep: Class 7 contains 167783 members 
Mstep: Class 8 contains 70441 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143288 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65087 members 
Mstep: Class 24 contains 144640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541888.000000 Penalty: 82755.171875
Iteration 174Q: 25 clusters Score -1.385419e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177283 members 
Mstep: Class 3 contains 201315 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 167790 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143313 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65085 members 
Mstep: Class 24 contains 144603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541904.000000 Penalty: 82755.171875
Iteration 175Q: 25 clusters Score -1.385419e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177293 members 
Mstep: Class 3 contains 201304 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8712 members 
Mstep: Class 7 contains 167796 members 
Mstep: Class 8 contains 70457 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143338 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3687 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65085 members 
Mstep: Class 24 contains 144571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541888.000000 Penalty: 82755.171875
Iteration 176Q: 25 clusters Score -1.385419e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177297 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 167805 members 
Mstep: Class 8 contains 70463 members 
Mstep: Class 9 contains 84404 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143359 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3687 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65085 members 
Mstep: Class 24 contains 144544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541968.000000 Penalty: 82755.171875
Iteration 177Q: 25 clusters Score -1.38542e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177312 members 
Mstep: Class 3 contains 201273 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 167804 members 
Mstep: Class 8 contains 70471 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143381 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3685 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65085 members 
Mstep: Class 24 contains 144519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541856.000000 Penalty: 82755.171875
Iteration 178Q: 25 clusters Score -1.385419e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177323 members 
Mstep: Class 3 contains 201267 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 167799 members 
Mstep: Class 8 contains 70480 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143410 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65084 members 
Mstep: Class 24 contains 144487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541936.000000 Penalty: 82755.171875
Iteration 179Q: 25 clusters Score -1.385419e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177325 members 
Mstep: Class 3 contains 201257 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 70489 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7977 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143444 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 65083 members 
Mstep: Class 24 contains 144463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138541984.000000 Penalty: 82755.171875
Iteration 180F: 25 clusters Score -1.38542e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177329 members 
Mstep: Class 3 contains 201266 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 8714 members 
Mstep: Class 7 contains 167785 members 
Mstep: Class 8 contains 70494 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7974 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143476 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3668 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65082 members 
Mstep: Class 24 contains 144433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542384.000000 Penalty: 82755.171875
Iteration 181Q: 25 clusters Score -1.385424e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177334 members 
Mstep: Class 3 contains 201265 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 167786 members 
Mstep: Class 8 contains 70500 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143496 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65082 members 
Mstep: Class 24 contains 144405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542576.000000 Penalty: 82755.171875
Iteration 182Q: 25 clusters Score -1.385426e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177333 members 
Mstep: Class 3 contains 201270 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 167795 members 
Mstep: Class 8 contains 70505 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143516 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65080 members 
Mstep: Class 24 contains 144373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542944.000000 Penalty: 82755.171875
Iteration 183Q: 25 clusters Score -1.385429e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177338 members 
Mstep: Class 3 contains 201260 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 70512 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143547 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65078 members 
Mstep: Class 24 contains 144346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542976.000000 Penalty: 82755.171875
Iteration 184Q: 25 clusters Score -1.38543e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177347 members 
Mstep: Class 3 contains 201254 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8717 members 
Mstep: Class 7 contains 167800 members 
Mstep: Class 8 contains 70516 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143565 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65077 members 
Mstep: Class 24 contains 144317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542864.000000 Penalty: 82755.171875
Iteration 185Q: 25 clusters Score -1.385429e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177352 members 
Mstep: Class 3 contains 201249 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 167799 members 
Mstep: Class 8 contains 70522 members 
Mstep: Class 9 contains 84401 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143582 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65077 members 
Mstep: Class 24 contains 144296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542864.000000 Penalty: 82755.171875
Iteration 186Q: 25 clusters Score -1.385429e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177361 members 
Mstep: Class 3 contains 201249 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 167803 members 
Mstep: Class 8 contains 70526 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143603 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65077 members 
Mstep: Class 24 contains 144259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542848.000000 Penalty: 82755.171875
Iteration 187Q: 25 clusters Score -1.385428e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177370 members 
Mstep: Class 3 contains 201257 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167801 members 
Mstep: Class 8 contains 70533 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143616 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65075 members 
Mstep: Class 24 contains 144225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542896.000000 Penalty: 82755.171875
Iteration 188Q: 25 clusters Score -1.385429e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177372 members 
Mstep: Class 3 contains 201253 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167798 members 
Mstep: Class 8 contains 70541 members 
Mstep: Class 9 contains 84399 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143636 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65074 members 
Mstep: Class 24 contains 144205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542992.000000 Penalty: 82755.171875
Iteration 189Q: 25 clusters Score -1.38543e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177378 members 
Mstep: Class 3 contains 201257 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167802 members 
Mstep: Class 8 contains 70543 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143650 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65073 members 
Mstep: Class 24 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542944.000000 Penalty: 82755.171875
Iteration 190Q: 25 clusters Score -1.385429e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201261 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167798 members 
Mstep: Class 8 contains 70544 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143674 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65071 members 
Mstep: Class 24 contains 144145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542912.000000 Penalty: 82755.171875
Iteration 191Q: 25 clusters Score -1.385429e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177396 members 
Mstep: Class 3 contains 201264 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167801 members 
Mstep: Class 8 contains 70544 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143687 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65069 members 
Mstep: Class 24 contains 144119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542912.000000 Penalty: 82755.171875
Iteration 192Q: 25 clusters Score -1.385429e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177389 members 
Mstep: Class 3 contains 201268 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167801 members 
Mstep: Class 8 contains 70551 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143704 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 144098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138542944.000000 Penalty: 82755.171875
Iteration 193Q: 25 clusters Score -1.385429e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201273 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 167802 members 
Mstep: Class 8 contains 70560 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143707 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 144087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543008.000000 Penalty: 82755.171875
Iteration 194Q: 25 clusters Score -1.38543e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177369 members 
Mstep: Class 3 contains 201282 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 167797 members 
Mstep: Class 8 contains 70576 members 
Mstep: Class 9 contains 84398 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143715 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543024.000000 Penalty: 82755.171875
Iteration 195Q: 25 clusters Score -1.38543e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177365 members 
Mstep: Class 3 contains 201288 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 70584 members 
Mstep: Class 9 contains 84399 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143719 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543072.000000 Penalty: 82755.171875
Iteration 196Q: 25 clusters Score -1.385431e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177353 members 
Mstep: Class 3 contains 201298 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 167793 members 
Mstep: Class 8 contains 70591 members 
Mstep: Class 9 contains 84399 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143718 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543040.000000 Penalty: 82755.171875
Iteration 197Q: 25 clusters Score -1.38543e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177355 members 
Mstep: Class 3 contains 201302 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 167793 members 
Mstep: Class 8 contains 70595 members 
Mstep: Class 9 contains 84399 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143722 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543072.000000 Penalty: 82755.171875
Iteration 198Q: 25 clusters Score -1.385431e+08 nChanged 54
Entering ConstructFrom: 
Score: -138543072.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -60155.183594 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -60155.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58650.078125 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -58650.08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58863.617188 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -58863.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58947.500000 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -58947.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59017.796875 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -59017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59084.468750 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -59084.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59131.808594 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -59131.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59178.000000 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -59178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59198.507812 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -59198.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59219.273438 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -59219.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59234.175781 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -59234.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59241.628906 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -59241.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59244.281250 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -59244.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59253.296875 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -59253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59259.957031 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -59259.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59263.453125 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -59263.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59265.683594 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -59265.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59272.910156 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -59272.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59277.527344 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -59277.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59284.453125 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -59284.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59293.109375 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -59293.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59304.679688 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -59304.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59309.148438 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -59309.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59309.148438 Penalty: 3109.471680
	Iteration 22F: 3 clusters Score -59309.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177362 members 
Entering Unmasked Estep 
Score: -22941526.000000 Penalty: 2997.315186
	Iteration 0F: 2 clusters Score -2.294153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -22823938.000000 Penalty: 5994.630371
	Iteration 0F: 3 clusters Score -2.282394e+07 nChanged 85446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -22873772.000000 Penalty: 5994.630371
	Iteration 1F: 3 clusters Score -2.287377e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -22875628.000000 Penalty: 5994.630371
	Iteration 2Q: 3 clusters Score -2.287563e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104607 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -22878748.000000 Penalty: 5994.630371
	Iteration 3Q: 3 clusters Score -2.287875e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -22884490.000000 Penalty: 5994.630371
	Iteration 4F: 3 clusters Score -2.288449e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124384 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -22893854.000000 Penalty: 5994.630371
	Iteration 5F: 3 clusters Score -2.289385e+07 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -22906862.000000 Penalty: 5994.630371
	Iteration 6F: 3 clusters Score -2.290686e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -22920046.000000 Penalty: 5994.630371
	Iteration 7F: 3 clusters Score -2.292005e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -22930126.000000 Penalty: 5994.630371
	Iteration 8Q: 3 clusters Score -2.293013e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -22933556.000000 Penalty: 5994.630371
	Iteration 9Q: 3 clusters Score -2.293356e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -22934328.000000 Penalty: 5994.630371
	Iteration 10Q: 3 clusters Score -2.293433e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -22934744.000000 Penalty: 5994.630371
	Iteration 11Q: 3 clusters Score -2.293474e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -22935092.000000 Penalty: 5994.630371
	Iteration 12Q: 3 clusters Score -2.293509e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -22935328.000000 Penalty: 5994.630371
	Iteration 13Q: 3 clusters Score -2.293533e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -22935470.000000 Penalty: 5994.630371
	Iteration 14Q: 3 clusters Score -2.293547e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -22935702.000000 Penalty: 5994.630371
	Iteration 15Q: 3 clusters Score -2.29357e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -22935748.000000 Penalty: 5994.630371
	Iteration 16Q: 3 clusters Score -2.293575e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -22935838.000000 Penalty: 5994.630371
	Iteration 17Q: 3 clusters Score -2.293584e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -22935940.000000 Penalty: 5994.630371
	Iteration 18Q: 3 clusters Score -2.293594e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -22936042.000000 Penalty: 5994.630371
	Iteration 19Q: 3 clusters Score -2.293604e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -22936100.000000 Penalty: 5994.630371
	Iteration 20F: 3 clusters Score -2.29361e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -22936158.000000 Penalty: 5994.630371
	Iteration 21Q: 3 clusters Score -2.293616e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -22936250.000000 Penalty: 5994.630371
	Iteration 22Q: 3 clusters Score -2.293625e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -22936328.000000 Penalty: 5994.630371
	Iteration 23Q: 3 clusters Score -2.293633e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -22936382.000000 Penalty: 5994.630371
	Iteration 24Q: 3 clusters Score -2.293638e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158362 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -22936482.000000 Penalty: 5994.630371
	Iteration 25Q: 3 clusters Score -2.293648e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -22936524.000000 Penalty: 5994.630371
	Iteration 26Q: 3 clusters Score -2.293652e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -22936606.000000 Penalty: 5994.630371
	Iteration 27Q: 3 clusters Score -2.293661e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -22936684.000000 Penalty: 5994.630371
	Iteration 28Q: 3 clusters Score -2.293668e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -22936726.000000 Penalty: 5994.630371
	Iteration 29Q: 3 clusters Score -2.293673e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159228 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -22936760.000000 Penalty: 5994.630371
	Iteration 30Q: 3 clusters Score -2.293676e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -22936804.000000 Penalty: 5994.630371
	Iteration 31Q: 3 clusters Score -2.29368e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159524 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -22936854.000000 Penalty: 5994.630371
	Iteration 32Q: 3 clusters Score -2.293685e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159670 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -22936898.000000 Penalty: 5994.630371
	Iteration 33Q: 3 clusters Score -2.29369e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -22936934.000000 Penalty: 5994.630371
	Iteration 34Q: 3 clusters Score -2.293693e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -22936918.000000 Penalty: 5994.630371
	Iteration 35Q: 3 clusters Score -2.293692e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -22936966.000000 Penalty: 5994.630371
	Iteration 36Q: 3 clusters Score -2.293697e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -22936968.000000 Penalty: 5994.630371
	Iteration 37Q: 3 clusters Score -2.293697e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -22936964.000000 Penalty: 5994.630371
	Iteration 38Q: 3 clusters Score -2.293696e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160543 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -22937038.000000 Penalty: 5994.630371
	Iteration 39Q: 3 clusters Score -2.293704e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -22937074.000000 Penalty: 5994.630371
	Iteration 40F: 3 clusters Score -2.293707e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -22937092.000000 Penalty: 5994.630371
	Iteration 41Q: 3 clusters Score -2.293709e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -22937120.000000 Penalty: 5994.630371
	Iteration 42Q: 3 clusters Score -2.293712e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161277 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -22937180.000000 Penalty: 5994.630371
	Iteration 43Q: 3 clusters Score -2.293718e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -22937186.000000 Penalty: 5994.630371
	Iteration 44Q: 3 clusters Score -2.293719e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -22937246.000000 Penalty: 5994.630371
	Iteration 45Q: 3 clusters Score -2.293725e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -22937296.000000 Penalty: 5994.630371
	Iteration 46Q: 3 clusters Score -2.29373e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -22937342.000000 Penalty: 5994.630371
	Iteration 47Q: 3 clusters Score -2.293734e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -22937386.000000 Penalty: 5994.630371
	Iteration 48Q: 3 clusters Score -2.293739e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -22937440.000000 Penalty: 5994.630371
	Iteration 49Q: 3 clusters Score -2.293744e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162593 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -22937456.000000 Penalty: 5994.630371
	Iteration 50Q: 3 clusters Score -2.293746e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -22937486.000000 Penalty: 5994.630371
	Iteration 51Q: 3 clusters Score -2.293749e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -22937554.000000 Penalty: 5994.630371
	Iteration 52Q: 3 clusters Score -2.293755e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163044 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -22937538.000000 Penalty: 5994.630371
	Iteration 53Q: 3 clusters Score -2.293754e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -22937592.000000 Penalty: 5994.630371
	Iteration 54Q: 3 clusters Score -2.293759e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -22937638.000000 Penalty: 5994.630371
	Iteration 55Q: 3 clusters Score -2.293764e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -22937640.000000 Penalty: 5994.630371
	Iteration 56Q: 3 clusters Score -2.293764e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -22937722.000000 Penalty: 5994.630371
	Iteration 57Q: 3 clusters Score -2.293772e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -22937768.000000 Penalty: 5994.630371
	Iteration 58Q: 3 clusters Score -2.293777e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -22937788.000000 Penalty: 5994.630371
	Iteration 59Q: 3 clusters Score -2.293779e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -22937854.000000 Penalty: 5994.630371
	Iteration 60F: 3 clusters Score -2.293785e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164118 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -22937844.000000 Penalty: 5994.630371
	Iteration 61Q: 3 clusters Score -2.293784e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -22937974.000000 Penalty: 5994.630371
	Iteration 62Q: 3 clusters Score -2.293797e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164476 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -22938026.000000 Penalty: 5994.630371
	Iteration 63Q: 3 clusters Score -2.293803e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -22938030.000000 Penalty: 5994.630371
	Iteration 64Q: 3 clusters Score -2.293803e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164811 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -22938112.000000 Penalty: 5994.630371
	Iteration 65Q: 3 clusters Score -2.293811e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -22938220.000000 Penalty: 5994.630371
	Iteration 66Q: 3 clusters Score -2.293822e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -22938260.000000 Penalty: 5994.630371
	Iteration 67Q: 3 clusters Score -2.293826e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -22938352.000000 Penalty: 5994.630371
	Iteration 68Q: 3 clusters Score -2.293835e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -22938480.000000 Penalty: 5994.630371
	Iteration 69Q: 3 clusters Score -2.293848e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -22938550.000000 Penalty: 5994.630371
	Iteration 70Q: 3 clusters Score -2.293855e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166158 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -22938580.000000 Penalty: 5994.630371
	Iteration 71Q: 3 clusters Score -2.293858e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -22938670.000000 Penalty: 5994.630371
	Iteration 72Q: 3 clusters Score -2.293867e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -22938730.000000 Penalty: 5994.630371
	Iteration 73Q: 3 clusters Score -2.293873e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -22938822.000000 Penalty: 5994.630371
	Iteration 74Q: 3 clusters Score -2.293882e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -22938850.000000 Penalty: 5994.630371
	Iteration 75Q: 3 clusters Score -2.293885e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -22938884.000000 Penalty: 5994.630371
	Iteration 76Q: 3 clusters Score -2.293888e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167609 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -22938854.000000 Penalty: 5994.630371
	Iteration 77Q: 3 clusters Score -2.293885e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -22938838.000000 Penalty: 5994.630371
	Iteration 78Q: 3 clusters Score -2.293884e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168073 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -22938894.000000 Penalty: 5994.630371
	Iteration 79Q: 3 clusters Score -2.293889e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -22938900.000000 Penalty: 5994.630371
	Iteration 80F: 3 clusters Score -2.29389e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -22938902.000000 Penalty: 5994.630371
	Iteration 81Q: 3 clusters Score -2.29389e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168782 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -22938978.000000 Penalty: 5994.630371
	Iteration 82Q: 3 clusters Score -2.293898e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -22938922.000000 Penalty: 5994.630371
	Iteration 83Q: 3 clusters Score -2.293892e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -22938958.000000 Penalty: 5994.630371
	Iteration 84Q: 3 clusters Score -2.293896e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -22939000.000000 Penalty: 5994.630371
	Iteration 85Q: 3 clusters Score -2.2939e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -22939044.000000 Penalty: 5994.630371
	Iteration 86Q: 3 clusters Score -2.293904e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -22939082.000000 Penalty: 5994.630371
	Iteration 87Q: 3 clusters Score -2.293908e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -22939132.000000 Penalty: 5994.630371
	Iteration 88Q: 3 clusters Score -2.293913e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -22939182.000000 Penalty: 5994.630371
	Iteration 89Q: 3 clusters Score -2.293918e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -22939250.000000 Penalty: 5994.630371
	Iteration 90Q: 3 clusters Score -2.293925e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -22939284.000000 Penalty: 5994.630371
	Iteration 91Q: 3 clusters Score -2.293928e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -22939328.000000 Penalty: 5994.630371
	Iteration 92Q: 3 clusters Score -2.293933e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -22939374.000000 Penalty: 5994.630371
	Iteration 93Q: 3 clusters Score -2.293937e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -22939368.000000 Penalty: 5994.630371
	Iteration 94Q: 3 clusters Score -2.293937e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -22939396.000000 Penalty: 5994.630371
	Iteration 95Q: 3 clusters Score -2.29394e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -22939416.000000 Penalty: 5994.630371
	Iteration 96Q: 3 clusters Score -2.293942e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -22939382.000000 Penalty: 5994.630371
	Iteration 97Q: 3 clusters Score -2.293938e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22939374.000000 Penalty: 5994.630371
	Iteration 98Q: 3 clusters Score -2.293937e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -22939372.000000 Penalty: 5994.630371
	Iteration 99Q: 3 clusters Score -2.293937e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -22939374.000000 Penalty: 5994.630371
	Iteration 100F: 3 clusters Score -2.293937e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -22939354.000000 Penalty: 5994.630371
	Iteration 101Q: 3 clusters Score -2.293935e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -22939410.000000 Penalty: 5994.630371
	Iteration 102Q: 3 clusters Score -2.293941e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -22939468.000000 Penalty: 5994.630371
	Iteration 103Q: 3 clusters Score -2.293947e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173534 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -22939416.000000 Penalty: 5994.630371
	Iteration 104Q: 3 clusters Score -2.293942e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -22939372.000000 Penalty: 5994.630371
	Iteration 105Q: 3 clusters Score -2.293937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -22939408.000000 Penalty: 5994.630371
	Iteration 106Q: 3 clusters Score -2.293941e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22939412.000000 Penalty: 5994.630371
	Iteration 107Q: 3 clusters Score -2.293941e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173946 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -22939406.000000 Penalty: 5994.630371
	Iteration 108Q: 3 clusters Score -2.293941e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -22939396.000000 Penalty: 5994.630371
	Iteration 109Q: 3 clusters Score -2.29394e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174129 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22939416.000000 Penalty: 5994.630371
	Iteration 110Q: 3 clusters Score -2.293942e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22939432.000000 Penalty: 5994.630371
	Iteration 111Q: 3 clusters Score -2.293943e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22939448.000000 Penalty: 5994.630371
	Iteration 112Q: 3 clusters Score -2.293945e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174365 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22939422.000000 Penalty: 5994.630371
	Iteration 113Q: 3 clusters Score -2.293942e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174450 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22939456.000000 Penalty: 5994.630371
	Iteration 114Q: 3 clusters Score -2.293946e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174527 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -22939428.000000 Penalty: 5994.630371
	Iteration 115Q: 3 clusters Score -2.293943e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22939436.000000 Penalty: 5994.630371
	Iteration 116Q: 3 clusters Score -2.293944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22939434.000000 Penalty: 5994.630371
	Iteration 117Q: 3 clusters Score -2.293943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22939416.000000 Penalty: 5994.630371
	Iteration 118Q: 3 clusters Score -2.293942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174753 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22939430.000000 Penalty: 5994.630371
	Iteration 119Q: 3 clusters Score -2.293943e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22939438.000000 Penalty: 5994.630371
	Iteration 120F: 3 clusters Score -2.293944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -22939468.000000 Penalty: 5994.630371
	Iteration 121Q: 3 clusters Score -2.293947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22939484.000000 Penalty: 5994.630371
	Iteration 122Q: 3 clusters Score -2.293948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174929 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22939462.000000 Penalty: 5994.630371
	Iteration 123Q: 3 clusters Score -2.293946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174953 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22939478.000000 Penalty: 5994.630371
	Iteration 124Q: 3 clusters Score -2.293948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -22939504.000000 Penalty: 5994.630371
	Iteration 125Q: 3 clusters Score -2.29395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175007 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22939504.000000 Penalty: 5994.630371
	Iteration 126Q: 3 clusters Score -2.29395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175027 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -22939492.000000 Penalty: 5994.630371
	Iteration 127Q: 3 clusters Score -2.293949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22939522.000000 Penalty: 5994.630371
	Iteration 128Q: 3 clusters Score -2.293952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22939498.000000 Penalty: 5994.630371
	Iteration 129Q: 3 clusters Score -2.29395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22939510.000000 Penalty: 5994.630371
	Iteration 130Q: 3 clusters Score -2.293951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22939488.000000 Penalty: 5994.630371
	Iteration 131Q: 3 clusters Score -2.293949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175092 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -22939486.000000 Penalty: 5994.630371
	Iteration 132Q: 3 clusters Score -2.293949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -22939476.000000 Penalty: 5994.630371
	Iteration 133Q: 3 clusters Score -2.293948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22939476.000000 Penalty: 5994.630371
	Iteration 134Q: 3 clusters Score -2.293948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22939500.000000 Penalty: 5994.630371
	Iteration 135Q: 3 clusters Score -2.29395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -22939482.000000 Penalty: 5994.630371
	Iteration 136Q: 3 clusters Score -2.293948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22939482.000000 Penalty: 5994.630371
	Iteration 137Q: 3 clusters Score -2.293948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22939478.000000 Penalty: 5994.630371
	Iteration 138Q: 3 clusters Score -2.293948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22939478.000000 Penalty: 5994.630371
	Iteration 139F: 3 clusters Score -2.293948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201301 members 
Entering Unmasked Estep 
Score: -26079320.000000 Penalty: 3028.714111
	Iteration 0F: 2 clusters Score -2.607932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -25947858.000000 Penalty: 6057.428223
	Iteration 0F: 3 clusters Score -2.594786e+07 nChanged 96763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -26004980.000000 Penalty: 6057.428223
	Iteration 1F: 3 clusters Score -2.600498e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -26006736.000000 Penalty: 6057.428223
	Iteration 2Q: 3 clusters Score -2.600674e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 112471 members 
Entering Unmasked Estep 
Score: -26010224.000000 Penalty: 6057.428223
	Iteration 3Q: 3 clusters Score -2.601022e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -26015714.000000 Penalty: 6057.428223
	Iteration 4F: 3 clusters Score -2.601571e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -26024404.000000 Penalty: 6057.428223
	Iteration 5F: 3 clusters Score -2.60244e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -26036406.000000 Penalty: 6057.428223
	Iteration 6F: 3 clusters Score -2.603641e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -26049616.000000 Penalty: 6057.428223
	Iteration 7F: 3 clusters Score -2.604962e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -26059710.000000 Penalty: 6057.428223
	Iteration 8F: 3 clusters Score -2.605971e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -26065052.000000 Penalty: 6057.428223
	Iteration 9Q: 3 clusters Score -2.606505e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -26068210.000000 Penalty: 6057.428223
	Iteration 10Q: 3 clusters Score -2.606821e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -26070128.000000 Penalty: 6057.428223
	Iteration 11Q: 3 clusters Score -2.607013e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -26071848.000000 Penalty: 6057.428223
	Iteration 12Q: 3 clusters Score -2.607185e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 182539 members 
Entering Unmasked Estep 
Score: -26073318.000000 Penalty: 6057.428223
	Iteration 13Q: 3 clusters Score -2.607332e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -26074636.000000 Penalty: 6057.428223
	Iteration 14Q: 3 clusters Score -2.607464e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 187663 members 
Entering Unmasked Estep 
Score: -26075758.000000 Penalty: 6057.428223
	Iteration 15Q: 3 clusters Score -2.607576e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -26076752.000000 Penalty: 6057.428223
	Iteration 16Q: 3 clusters Score -2.607675e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 191242 members 
Entering Unmasked Estep 
Score: -26077494.000000 Penalty: 6057.428223
	Iteration 17Q: 3 clusters Score -2.607749e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 192477 members 
Entering Unmasked Estep 
Score: -26078000.000000 Penalty: 6057.428223
	Iteration 18Q: 3 clusters Score -2.6078e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 193443 members 
Entering Unmasked Estep 
Score: -26078222.000000 Penalty: 6057.428223
	Iteration 19Q: 3 clusters Score -2.607822e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 194159 members 
Entering Unmasked Estep 
Score: -26078420.000000 Penalty: 6057.428223
	Iteration 20F: 3 clusters Score -2.607842e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 194689 members 
Entering Unmasked Estep 
Score: -26078468.000000 Penalty: 6057.428223
	Iteration 21Q: 3 clusters Score -2.607847e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 195112 members 
Entering Unmasked Estep 
Score: -26078530.000000 Penalty: 6057.428223
	Iteration 22Q: 3 clusters Score -2.607853e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 195446 members 
Entering Unmasked Estep 
Score: -26078598.000000 Penalty: 6057.428223
	Iteration 23Q: 3 clusters Score -2.60786e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -26078630.000000 Penalty: 6057.428223
	Iteration 24Q: 3 clusters Score -2.607863e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 195922 members 
Entering Unmasked Estep 
Score: -26078682.000000 Penalty: 6057.428223
	Iteration 25Q: 3 clusters Score -2.607868e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
Score: -26078660.000000 Penalty: 6057.428223
	Iteration 26Q: 3 clusters Score -2.607866e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 196241 members 
Entering Unmasked Estep 
Score: -26078634.000000 Penalty: 6057.428223
	Iteration 27Q: 3 clusters Score -2.607863e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 196400 members 
Entering Unmasked Estep 
Score: -26078664.000000 Penalty: 6057.428223
	Iteration 28Q: 3 clusters Score -2.607866e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 196533 members 
Entering Unmasked Estep 
Score: -26078616.000000 Penalty: 6057.428223
	Iteration 29Q: 3 clusters Score -2.607862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -26078652.000000 Penalty: 6057.428223
	Iteration 30Q: 3 clusters Score -2.607865e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 196701 members 
Entering Unmasked Estep 
Score: -26078660.000000 Penalty: 6057.428223
	Iteration 31Q: 3 clusters Score -2.607866e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -26078654.000000 Penalty: 6057.428223
	Iteration 32Q: 3 clusters Score -2.607865e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 196844 members 
Entering Unmasked Estep 
Score: -26078640.000000 Penalty: 6057.428223
	Iteration 33Q: 3 clusters Score -2.607864e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -26078624.000000 Penalty: 6057.428223
	Iteration 34Q: 3 clusters Score -2.607862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 196929 members 
Entering Unmasked Estep 
Score: -26078618.000000 Penalty: 6057.428223
	Iteration 35Q: 3 clusters Score -2.607862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 196963 members 
Entering Unmasked Estep 
Score: -26078616.000000 Penalty: 6057.428223
	Iteration 36Q: 3 clusters Score -2.607862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 196986 members 
Entering Unmasked Estep 
Score: -26078610.000000 Penalty: 6057.428223
	Iteration 37Q: 3 clusters Score -2.607861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 197009 members 
Entering Unmasked Estep 
Score: -26078592.000000 Penalty: 6057.428223
	Iteration 38Q: 3 clusters Score -2.607859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 197031 members 
Entering Unmasked Estep 
Score: -26078590.000000 Penalty: 6057.428223
	Iteration 39Q: 3 clusters Score -2.607859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 197050 members 
Entering Unmasked Estep 
Score: -26078612.000000 Penalty: 6057.428223
	Iteration 40F: 3 clusters Score -2.607861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 197065 members 
Entering Unmasked Estep 
Score: -26078618.000000 Penalty: 6057.428223
	Iteration 41Q: 3 clusters Score -2.607862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 197074 members 
Entering Unmasked Estep 
Score: -26078656.000000 Penalty: 6057.428223
	Iteration 42Q: 3 clusters Score -2.607866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 197086 members 
Entering Unmasked Estep 
Score: -26078658.000000 Penalty: 6057.428223
	Iteration 43Q: 3 clusters Score -2.607866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 197097 members 
Entering Unmasked Estep 
Score: -26078652.000000 Penalty: 6057.428223
	Iteration 44Q: 3 clusters Score -2.607865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 197108 members 
Entering Unmasked Estep 
Score: -26078638.000000 Penalty: 6057.428223
	Iteration 45Q: 3 clusters Score -2.607864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 197118 members 
Entering Unmasked Estep 
Score: -26078636.000000 Penalty: 6057.428223
	Iteration 46Q: 3 clusters Score -2.607864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 197126 members 
Entering Unmasked Estep 
Score: -26078652.000000 Penalty: 6057.428223
	Iteration 47Q: 3 clusters Score -2.607865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 197136 members 
Entering Unmasked Estep 
Score: -26078648.000000 Penalty: 6057.428223
	Iteration 48Q: 3 clusters Score -2.607865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 197140 members 
Entering Unmasked Estep 
Score: -26078628.000000 Penalty: 6057.428223
	Iteration 49Q: 3 clusters Score -2.607863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -26078622.000000 Penalty: 6057.428223
	Iteration 50Q: 3 clusters Score -2.607862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 197146 members 
Entering Unmasked Estep 
Score: -26078630.000000 Penalty: 6057.428223
	Iteration 51Q: 3 clusters Score -2.607863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -26078620.000000 Penalty: 6057.428223
	Iteration 52Q: 3 clusters Score -2.607862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 197157 members 
Entering Unmasked Estep 
Score: -26078608.000000 Penalty: 6057.428223
	Iteration 53Q: 3 clusters Score -2.607861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 197160 members 
Entering Unmasked Estep 
Score: -26078622.000000 Penalty: 6057.428223
	Iteration 54Q: 3 clusters Score -2.607862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -26078618.000000 Penalty: 6057.428223
	Iteration 55Q: 3 clusters Score -2.607862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -26078618.000000 Penalty: 6057.428223
	Iteration 56F: 3 clusters Score -2.607862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38923.527344 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38923.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39088.957031 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39088.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39113.507812 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -39113.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39118.394531 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -39118.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39118.394531 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -39118.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69891.640625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69891.64 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 314 members 
Entering Unmasked Estep 
Score: -68353.375000 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68353.38 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68619.000000 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68706.531250 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68706.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68779.601562 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -68779.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68824.046875 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -68824.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68855.703125 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -68855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68861.125000 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -68861.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68871.343750 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -68871.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68888.734375 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -68888.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68898.320312 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -68898.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68906.718750 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -68906.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68911.812500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -68911.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68917.750000 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68917.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68924.406250 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68924.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68936.609375 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68936.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68949.851562 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -68949.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68959.359375 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -68959.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68971.703125 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -68971.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69002.507812 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -69002.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69027.273438 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -69027.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69044.703125 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -69044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69069.281250 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -69069.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69108.898438 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -69108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69127.937500 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -69127.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69140.617188 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -69140.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69166.726562 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -69166.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69172.117188 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -69172.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69178.062500 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -69178.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69184.914062 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -69184.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69195.203125 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -69195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69196.585938 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -69196.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69200.757812 Penalty: 3192.330566
	Iteration 31Q: 3 clusters Score -69200.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69200.757812 Penalty: 3192.330566
	Iteration 32F: 3 clusters Score -69200.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -1100124.750000 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -1100125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1093266.125000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -1093266 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1095206.875000 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -1095207 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1095594.625000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -1095595 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1095939.500000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -1095940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1096298.875000 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -1096299 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1096726.625000 Penalty: 4500.394043
	Iteration 5F: 3 clusters Score -1096727 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1097155.750000 Penalty: 4500.394043
	Iteration 6F: 3 clusters Score -1097156 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1097563.500000 Penalty: 4500.394043
	Iteration 7F: 3 clusters Score -1097564 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1097929.750000 Penalty: 4500.394043
	Iteration 8F: 3 clusters Score -1097930 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1098263.750000 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -1098264 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1098537.500000 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -1098538 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1098715.625000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -1098716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1098842.750000 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -1098843 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1098960.375000 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -1098960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1099078.750000 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -1099079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1099183.375000 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -1099183 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1099290.375000 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -1099290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1099360.375000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -1099360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1099392.875000 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -1099393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1099414.375000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -1099414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1099435.625000 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -1099436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1099449.000000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -1099449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1099463.750000 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -1099464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1099477.625000 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -1099478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1099480.875000 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -1099481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1099489.875000 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -1099490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1099495.000000 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -1099495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1099498.125000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -1099498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1099504.875000 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -1099505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1099509.000000 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -1099509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1099511.000000 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -1099511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1099513.250000 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -1099513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1099518.000000 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -1099518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1099518.750000 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -1099519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1099515.750000 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -1099516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1099519.750000 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -1099520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1099521.250000 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -1099521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1099522.250000 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -1099522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1099524.125000 Penalty: 4500.394043
	Iteration 38Q: 3 clusters Score -1099524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1099524.000000 Penalty: 4500.394043
	Iteration 39Q: 3 clusters Score -1099524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1099524.000000 Penalty: 4500.394043
	Iteration 40F: 3 clusters Score -1099524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Entering Unmasked Estep 
Score: -21731472.000000 Penalty: 2983.562256
	Iteration 0F: 2 clusters Score -2.173147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -21622730.000000 Penalty: 5967.124512
	Iteration 0F: 3 clusters Score -2.162273e+07 nChanged 80184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -21668928.000000 Penalty: 5967.124512
	Iteration 1F: 3 clusters Score -2.166893e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -21670244.000000 Penalty: 5967.124512
	Iteration 2Q: 3 clusters Score -2.167024e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -21672352.000000 Penalty: 5967.124512
	Iteration 3Q: 3 clusters Score -2.167235e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -21675996.000000 Penalty: 5967.124512
	Iteration 4Q: 3 clusters Score -2.1676e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -21682866.000000 Penalty: 5967.124512
	Iteration 5F: 3 clusters Score -2.168287e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 127965 members 
Entering Unmasked Estep 
Score: -21693790.000000 Penalty: 5967.124512
	Iteration 6F: 3 clusters Score -2.169379e+07 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -21707380.000000 Penalty: 5967.124512
	Iteration 7F: 3 clusters Score -2.170738e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -21718946.000000 Penalty: 5967.124512
	Iteration 8F: 3 clusters Score -2.171895e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -21725156.000000 Penalty: 5967.124512
	Iteration 9Q: 3 clusters Score -2.172516e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -21727568.000000 Penalty: 5967.124512
	Iteration 10Q: 3 clusters Score -2.172757e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -21728396.000000 Penalty: 5967.124512
	Iteration 11Q: 3 clusters Score -2.17284e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -21728670.000000 Penalty: 5967.124512
	Iteration 12Q: 3 clusters Score -2.172867e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -21728854.000000 Penalty: 5967.124512
	Iteration 13Q: 3 clusters Score -2.172885e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -21728992.000000 Penalty: 5967.124512
	Iteration 14Q: 3 clusters Score -2.172899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -21729066.000000 Penalty: 5967.124512
	Iteration 15Q: 3 clusters Score -2.172907e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 167247 members 
Entering Unmasked Estep 
Score: -21729168.000000 Penalty: 5967.124512
	Iteration 16Q: 3 clusters Score -2.172917e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -21729254.000000 Penalty: 5967.124512
	Iteration 17Q: 3 clusters Score -2.172925e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -21729306.000000 Penalty: 5967.124512
	Iteration 18Q: 3 clusters Score -2.172931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -21729344.000000 Penalty: 5967.124512
	Iteration 19Q: 3 clusters Score -2.172934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -21729350.000000 Penalty: 5967.124512
	Iteration 20F: 3 clusters Score -2.172935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -21729380.000000 Penalty: 5967.124512
	Iteration 21Q: 3 clusters Score -2.172938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 167155 members 
Entering Unmasked Estep 
Score: -21729398.000000 Penalty: 5967.124512
	Iteration 22Q: 3 clusters Score -2.17294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -21729444.000000 Penalty: 5967.124512
	Iteration 23Q: 3 clusters Score -2.172944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -21729474.000000 Penalty: 5967.124512
	Iteration 24Q: 3 clusters Score -2.172947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -21729502.000000 Penalty: 5967.124512
	Iteration 25Q: 3 clusters Score -2.17295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 167101 members 
Entering Unmasked Estep 
Score: -21729512.000000 Penalty: 5967.124512
	Iteration 26Q: 3 clusters Score -2.172951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 167090 members 
Entering Unmasked Estep 
Score: -21729530.000000 Penalty: 5967.124512
	Iteration 27Q: 3 clusters Score -2.172953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -21729556.000000 Penalty: 5967.124512
	Iteration 28Q: 3 clusters Score -2.172956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -21729576.000000 Penalty: 5967.124512
	Iteration 29Q: 3 clusters Score -2.172958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -21729554.000000 Penalty: 5967.124512
	Iteration 30Q: 3 clusters Score -2.172955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -21729576.000000 Penalty: 5967.124512
	Iteration 31Q: 3 clusters Score -2.172958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -21729574.000000 Penalty: 5967.124512
	Iteration 32Q: 3 clusters Score -2.172957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -21729578.000000 Penalty: 5967.124512
	Iteration 33Q: 3 clusters Score -2.172958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -21729594.000000 Penalty: 5967.124512
	Iteration 34Q: 3 clusters Score -2.172959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -21729610.000000 Penalty: 5967.124512
	Iteration 35Q: 3 clusters Score -2.172961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 5967.124512
	Iteration 36Q: 3 clusters Score -2.172962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -21729610.000000 Penalty: 5967.124512
	Iteration 37Q: 3 clusters Score -2.172961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 5967.124512
	Iteration 38Q: 3 clusters Score -2.172962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -21729628.000000 Penalty: 5967.124512
	Iteration 39Q: 3 clusters Score -2.172963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 5967.124512
	Iteration 40F: 3 clusters Score -2.172962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -21729624.000000 Penalty: 5967.124512
	Iteration 41Q: 3 clusters Score -2.172962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -21729612.000000 Penalty: 5967.124512
	Iteration 42Q: 3 clusters Score -2.172961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -21729598.000000 Penalty: 5967.124512
	Iteration 43Q: 3 clusters Score -2.17296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -21729604.000000 Penalty: 5967.124512
	Iteration 44Q: 3 clusters Score -2.17296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -21729604.000000 Penalty: 5967.124512
	Iteration 45F: 3 clusters Score -2.17296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Entering Unmasked Estep 
Score: -8901209.000000 Penalty: 2768.859619
	Iteration 0F: 2 clusters Score -8901209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -8853652.000000 Penalty: 5537.719238
	Iteration 0F: 3 clusters Score -8853652 nChanged 33255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8871932.000000 Penalty: 5537.719238
	Iteration 1F: 3 clusters Score -8871932 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -8872407.000000 Penalty: 5537.719238
	Iteration 2Q: 3 clusters Score -8872407 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8872819.000000 Penalty: 5537.719238
	Iteration 3Q: 3 clusters Score -8872819 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -8873150.000000 Penalty: 5537.719238
	Iteration 4Q: 3 clusters Score -8873150 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -8873464.000000 Penalty: 5537.719238
	Iteration 5Q: 3 clusters Score -8873464 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8873753.000000 Penalty: 5537.719238
	Iteration 6Q: 3 clusters Score -8873753 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -8874115.000000 Penalty: 5537.719238
	Iteration 7Q: 3 clusters Score -8874115 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8874490.000000 Penalty: 5537.719238
	Iteration 8Q: 3 clusters Score -8874490 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8875032.000000 Penalty: 5537.719238
	Iteration 9Q: 3 clusters Score -8875032 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8875916.000000 Penalty: 5537.719238
	Iteration 10Q: 3 clusters Score -8875916 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -8877411.000000 Penalty: 5537.719238
	Iteration 11Q: 3 clusters Score -8877411 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -8879995.000000 Penalty: 5537.719238
	Iteration 12F: 3 clusters Score -8879995 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -8884385.000000 Penalty: 5537.719238
	Iteration 13F: 3 clusters Score -8884385 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8890159.000000 Penalty: 5537.719238
	Iteration 14F: 3 clusters Score -8890159 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8895071.000000 Penalty: 5537.719238
	Iteration 15F: 3 clusters Score -8895071 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8897523.000000 Penalty: 5537.719238
	Iteration 16Q: 3 clusters Score -8897523 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8898323.000000 Penalty: 5537.719238
	Iteration 17Q: 3 clusters Score -8898323 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8898561.000000 Penalty: 5537.719238
	Iteration 18Q: 3 clusters Score -8898561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8898612.000000 Penalty: 5537.719238
	Iteration 19Q: 3 clusters Score -8898612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8898655.000000 Penalty: 5537.719238
	Iteration 20F: 3 clusters Score -8898655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8898681.000000 Penalty: 5537.719238
	Iteration 21Q: 3 clusters Score -8898681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8898706.000000 Penalty: 5537.719238
	Iteration 22Q: 3 clusters Score -8898706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8898718.000000 Penalty: 5537.719238
	Iteration 23Q: 3 clusters Score -8898718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8898726.000000 Penalty: 5537.719238
	Iteration 24Q: 3 clusters Score -8898726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8898731.000000 Penalty: 5537.719238
	Iteration 25Q: 3 clusters Score -8898731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8898737.000000 Penalty: 5537.719238
	Iteration 26Q: 3 clusters Score -8898737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8898735.000000 Penalty: 5537.719238
	Iteration 27Q: 3 clusters Score -8898735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8898735.000000 Penalty: 5537.719238
	Iteration 28F: 3 clusters Score -8898735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Entering Unmasked Estep 
Score: -10927151.000000 Penalty: 2813.144043
	Iteration 0F: 2 clusters Score -1.092715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -10870594.000000 Penalty: 5626.288086
	Iteration 0F: 3 clusters Score -1.087059e+07 nChanged 39747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -10893227.000000 Penalty: 5626.288086
	Iteration 1F: 3 clusters Score -1.089323e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -10894348.000000 Penalty: 5626.288086
	Iteration 2Q: 3 clusters Score -1.089435e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -10895952.000000 Penalty: 5626.288086
	Iteration 3Q: 3 clusters Score -1.089595e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -10898950.000000 Penalty: 5626.288086
	Iteration 4F: 3 clusters Score -1.089895e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -10904078.000000 Penalty: 5626.288086
	Iteration 5F: 3 clusters Score -1.090408e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -10911418.000000 Penalty: 5626.288086
	Iteration 6F: 3 clusters Score -1.091142e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -10918108.000000 Penalty: 5626.288086
	Iteration 7F: 3 clusters Score -1.091811e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -10921963.000000 Penalty: 5626.288086
	Iteration 8Q: 3 clusters Score -1.092196e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10923623.000000 Penalty: 5626.288086
	Iteration 9Q: 3 clusters Score -1.092362e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10924255.000000 Penalty: 5626.288086
	Iteration 10Q: 3 clusters Score -1.092426e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10924606.000000 Penalty: 5626.288086
	Iteration 11Q: 3 clusters Score -1.092461e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10924736.000000 Penalty: 5626.288086
	Iteration 12Q: 3 clusters Score -1.092474e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10924829.000000 Penalty: 5626.288086
	Iteration 13Q: 3 clusters Score -1.092483e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10924877.000000 Penalty: 5626.288086
	Iteration 14Q: 3 clusters Score -1.092488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10924934.000000 Penalty: 5626.288086
	Iteration 15Q: 3 clusters Score -1.092493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10924952.000000 Penalty: 5626.288086
	Iteration 16Q: 3 clusters Score -1.092495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10924957.000000 Penalty: 5626.288086
	Iteration 17Q: 3 clusters Score -1.092496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10924972.000000 Penalty: 5626.288086
	Iteration 18Q: 3 clusters Score -1.092497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10924989.000000 Penalty: 5626.288086
	Iteration 19Q: 3 clusters Score -1.092499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10924992.000000 Penalty: 5626.288086
	Iteration 20F: 3 clusters Score -1.092499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10925005.000000 Penalty: 5626.288086
	Iteration 21Q: 3 clusters Score -1.0925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10925015.000000 Penalty: 5626.288086
	Iteration 22Q: 3 clusters Score -1.092502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10925025.000000 Penalty: 5626.288086
	Iteration 23Q: 3 clusters Score -1.092502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10925023.000000 Penalty: 5626.288086
	Iteration 24Q: 3 clusters Score -1.092502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10925023.000000 Penalty: 5626.288086
	Iteration 25F: 3 clusters Score -1.092502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61926.058594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61926.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60384.281250 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -60384.28 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60597.019531 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -60597.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60648.035156 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -60648.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60691.570312 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60691.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60721.718750 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60721.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60771.566406 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60771.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60827.390625 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60827.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60944.792969 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60944.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61114.546875 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -61114.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61180.695312 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -61180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61247.031250 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -61247.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61272.515625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -61272.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61435.453125 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -61435.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61477.464844 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -61477.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61507.917969 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -61507.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61527.808594 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -61527.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61545.609375 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -61545.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61561.730469 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -61561.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61582.386719 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -61582.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61587.941406 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -61587.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61587.941406 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -61587.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -331379.250000 Penalty: 1937.570068
	Iteration 0F: 2 clusters Score -331379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -328449.218750 Penalty: 3875.140137
	Iteration 0F: 3 clusters Score -328449.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -328973.031250 Penalty: 3875.140137
	Iteration 1F: 3 clusters Score -328973 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -329128.687500 Penalty: 3875.140137
	Iteration 2F: 3 clusters Score -329128.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329201.468750 Penalty: 3875.140137
	Iteration 3Q: 3 clusters Score -329201.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -329235.281250 Penalty: 3875.140137
	Iteration 4Q: 3 clusters Score -329235.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329256.937500 Penalty: 3875.140137
	Iteration 5Q: 3 clusters Score -329256.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -329274.312500 Penalty: 3875.140137
	Iteration 6Q: 3 clusters Score -329274.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -329290.937500 Penalty: 3875.140137
	Iteration 7Q: 3 clusters Score -329290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329296.125000 Penalty: 3875.140137
	Iteration 8Q: 3 clusters Score -329296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -329299.468750 Penalty: 3875.140137
	Iteration 9Q: 3 clusters Score -329299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329302.437500 Penalty: 3875.140137
	Iteration 10Q: 3 clusters Score -329302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329304.937500 Penalty: 3875.140137
	Iteration 11Q: 3 clusters Score -329304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329305.906250 Penalty: 3875.140137
	Iteration 12Q: 3 clusters Score -329305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329305.906250 Penalty: 3875.140137
	Iteration 13F: 3 clusters Score -329305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28755.486328 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28755.49 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 135 members 
Entering Unmasked Estep 
Score: -27648.666016 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27648.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27740.083984 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27740.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27763.365234 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27763.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27772.576172 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27772.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27777.896484 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27777.896484 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -27777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131931.250000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131931.2 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 557 members 
Entering Unmasked Estep 
Score: -130016.531250 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -130016.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -130458.765625 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130458.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131047.656250 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -131047.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131383.328125 Penalty: 3483.784424
	Iteration 3F: 3 clusters Score -131383.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -131525.812500 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -131525.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -131604.031250 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -131604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -131646.390625 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -131646.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -131680.875000 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -131695.953125 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -131701.687500 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -131703.546875 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -131703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -131703.546875 Penalty: 3483.784424
	Iteration 11F: 3 clusters Score -131703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -484445.343750 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -484445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -480641.750000 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -480641.8 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -481454.656250 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -481454.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -481635.375000 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -481635.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -481744.781250 Penalty: 4092.177734
	Iteration 3Q: 3 clusters Score -481744.8 nChanged 160
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: -481837.156250 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -481837.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -481914.656250 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -481914.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -481990.968750 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -481991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -482052.375000 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -482052.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -482102.843750 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -482102.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -482148.531250 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -482148.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -482182.781250 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -482182.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -482223.250000 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -482223.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -482264.218750 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -482264.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -482298.906250 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -482298.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -482325.031250 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -482325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -482352.312500 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -482352.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -482374.062500 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -482374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482393.875000 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -482393.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -482416.937500 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -482416.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -482432.343750 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -482432.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -482444.781250 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -482444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -482454.343750 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -482454.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -482461.625000 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -482461.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -482471.250000 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -482471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -482478.687500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -482478.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -482484.531250 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -482484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -482491.968750 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -482492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -482497.500000 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -482497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -482502.968750 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -482503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -482507.593750 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -482507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -482510.625000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -482510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -482511.875000 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -482511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -482512.593750 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -482512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -482515.250000 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -482515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -482516.031250 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -482516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -482517.031250 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -482517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -482518.468750 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -482518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -482519.156250 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -482519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -482519.062500 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -482519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -482519.062500 Penalty: 4092.177734
	Iteration 39F: 3 clusters Score -482519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -972939.375000 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -972939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -966577.750000 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -966577.8 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -968513.437500 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -968513.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -968926.250000 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -968926.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -969242.875000 Penalty: 4455.848633
	Iteration 3F: 3 clusters Score -969242.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -969542.250000 Penalty: 4455.848633
	Iteration 4F: 3 clusters Score -969542.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -969804.187500 Penalty: 4455.848633
	Iteration 5F: 3 clusters Score -969804.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -970028.437500 Penalty: 4455.848633
	Iteration 6Q: 3 clusters Score -970028.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -970235.937500 Penalty: 4455.848633
	Iteration 7Q: 3 clusters Score -970235.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -970438.187500 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -970438.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -970606.875000 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -970606.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -970768.375000 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -970768.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -970921.500000 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -970921.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -971078.562500 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -971078.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -971214.062500 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -971214.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -971315.562500 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -971315.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -971389.062500 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -971389.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -971448.312500 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -971448.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -971493.687500 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -971493.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -971528.812500 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -971528.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -971565.687500 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -971565.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -971594.500000 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -971594.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -971624.437500 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -971624.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -971657.562500 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -971657.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -971699.187500 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -971699.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -971743.750000 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -971743.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -971786.562500 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -971786.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -971836.500000 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -971836.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -971893.500000 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -971893.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -971957.375000 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -971957.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -972004.625000 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -972004.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -972044.000000 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -972044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -972091.250000 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -972091.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -972125.187500 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -972125.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -972153.062500 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -972153.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -972174.500000 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -972174.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -972192.125000 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -972192.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -972204.312500 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -972204.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -972209.187500 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -972209.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -972215.562500 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -972215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -972217.937500 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -972217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -972221.875000 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -972221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -972223.812500 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -972223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -972228.625000 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -972228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -972232.312500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -972232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -972234.875000 Penalty: 4455.848633
	Iteration 44Q: 3 clusters Score -972234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -972234.187500 Penalty: 4455.848633
	Iteration 45Q: 3 clusters Score -972234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -972234.937500 Penalty: 4455.848633
	Iteration 46Q: 3 clusters Score -972234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -972234.937500 Penalty: 4455.848633
	Iteration 47Q: 3 clusters Score -972234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -972236.250000 Penalty: 4455.848633
	Iteration 48Q: 3 clusters Score -972236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -972238.125000 Penalty: 4455.848633
	Iteration 49Q: 3 clusters Score -972238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -972238.125000 Penalty: 4455.848633
	Iteration 50F: 3 clusters Score -972238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208943.796875 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208943.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209353.468750 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209353.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209451.625000 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209451.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209509.984375 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209540.984375 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209556.265625 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209563.843750 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209569.687500 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209574.640625 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209577.296875 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209580.703125 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209582.203125 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209583.406250 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -209583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209583.406250 Penalty: 3668.582275
	Iteration 13F: 3 clusters Score -209583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -610387.500000 Penalty: 2111.020752
	Iteration 0F: 2 clusters Score -610387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605954.062500 Penalty: 4222.041504
	Iteration 0F: 3 clusters Score -605954.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -606991.812500 Penalty: 4222.041504
	Iteration 1F: 3 clusters Score -606991.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -607192.812500 Penalty: 4222.041504
	Iteration 2F: 3 clusters Score -607192.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -607329.812500 Penalty: 4222.041504
	Iteration 3Q: 3 clusters Score -607329.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -607479.812500 Penalty: 4222.041504
	Iteration 4Q: 3 clusters Score -607479.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -607630.750000 Penalty: 4222.041504
	Iteration 5Q: 3 clusters Score -607630.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -607743.937500 Penalty: 4222.041504
	Iteration 6Q: 3 clusters Score -607743.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -607834.125000 Penalty: 4222.041504
	Iteration 7Q: 3 clusters Score -607834.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -607906.875000 Penalty: 4222.041504
	Iteration 8Q: 3 clusters Score -607906.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -607963.875000 Penalty: 4222.041504
	Iteration 9Q: 3 clusters Score -607963.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -608015.062500 Penalty: 4222.041504
	Iteration 10Q: 3 clusters Score -608015.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -608068.062500 Penalty: 4222.041504
	Iteration 11Q: 3 clusters Score -608068.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -608121.562500 Penalty: 4222.041504
	Iteration 12Q: 3 clusters Score -608121.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -608172.500000 Penalty: 4222.041504
	Iteration 13Q: 3 clusters Score -608172.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -608212.500000 Penalty: 4222.041504
	Iteration 14Q: 3 clusters Score -608212.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -608241.625000 Penalty: 4222.041504
	Iteration 15Q: 3 clusters Score -608241.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -608269.750000 Penalty: 4222.041504
	Iteration 16Q: 3 clusters Score -608269.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -608291.562500 Penalty: 4222.041504
	Iteration 17Q: 3 clusters Score -608291.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -608314.875000 Penalty: 4222.041504
	Iteration 18Q: 3 clusters Score -608314.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -608337.062500 Penalty: 4222.041504
	Iteration 19Q: 3 clusters Score -608337.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -608354.062500 Penalty: 4222.041504
	Iteration 20F: 3 clusters Score -608354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -608367.625000 Penalty: 4222.041504
	Iteration 21Q: 3 clusters Score -608367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -608380.125000 Penalty: 4222.041504
	Iteration 22Q: 3 clusters Score -608380.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -608391.187500 Penalty: 4222.041504
	Iteration 23Q: 3 clusters Score -608391.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -608403.562500 Penalty: 4222.041504
	Iteration 24Q: 3 clusters Score -608403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -608413.812500 Penalty: 4222.041504
	Iteration 25Q: 3 clusters Score -608413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -608420.062500 Penalty: 4222.041504
	Iteration 26Q: 3 clusters Score -608420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -608427.312500 Penalty: 4222.041504
	Iteration 27Q: 3 clusters Score -608427.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -608434.875000 Penalty: 4222.041504
	Iteration 28Q: 3 clusters Score -608434.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -608440.687500 Penalty: 4222.041504
	Iteration 29Q: 3 clusters Score -608440.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -608449.062500 Penalty: 4222.041504
	Iteration 30Q: 3 clusters Score -608449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -608458.562500 Penalty: 4222.041504
	Iteration 31Q: 3 clusters Score -608458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -608466.375000 Penalty: 4222.041504
	Iteration 32Q: 3 clusters Score -608466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -608471.500000 Penalty: 4222.041504
	Iteration 33Q: 3 clusters Score -608471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -608477.125000 Penalty: 4222.041504
	Iteration 34Q: 3 clusters Score -608477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -608483.000000 Penalty: 4222.041504
	Iteration 35Q: 3 clusters Score -608483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -608488.687500 Penalty: 4222.041504
	Iteration 36Q: 3 clusters Score -608488.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -608495.062500 Penalty: 4222.041504
	Iteration 37Q: 3 clusters Score -608495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -608501.875000 Penalty: 4222.041504
	Iteration 38Q: 3 clusters Score -608501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -608510.687500 Penalty: 4222.041504
	Iteration 39Q: 3 clusters Score -608510.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -608519.312500 Penalty: 4222.041504
	Iteration 40F: 3 clusters Score -608519.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -608530.625000 Penalty: 4222.041504
	Iteration 41Q: 3 clusters Score -608530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -608533.625000 Penalty: 4222.041504
	Iteration 42Q: 3 clusters Score -608533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -608538.250000 Penalty: 4222.041504
	Iteration 43Q: 3 clusters Score -608538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -608540.437500 Penalty: 4222.041504
	Iteration 44Q: 3 clusters Score -608540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -608540.312500 Penalty: 4222.041504
	Iteration 45Q: 3 clusters Score -608540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -608541.000000 Penalty: 4222.041504
	Iteration 46Q: 3 clusters Score -608541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -608541.000000 Penalty: 4222.041504
	Iteration 47F: 3 clusters Score -608541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (143731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Entering Unmasked Estep 
Score: -18633960.000000 Penalty: 2945.173340
	Iteration 0F: 2 clusters Score -1.863396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -18538942.000000 Penalty: 5890.346680
	Iteration 0F: 3 clusters Score -1.853894e+07 nChanged 68775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -18578086.000000 Penalty: 5890.346680
	Iteration 1F: 3 clusters Score -1.857809e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -18578878.000000 Penalty: 5890.346680
	Iteration 2Q: 3 clusters Score -1.857888e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -18579892.000000 Penalty: 5890.346680
	Iteration 3Q: 3 clusters Score -1.857989e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -18581424.000000 Penalty: 5890.346680
	Iteration 4Q: 3 clusters Score -1.858142e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -18583764.000000 Penalty: 5890.346680
	Iteration 5Q: 3 clusters Score -1.858376e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -18587980.000000 Penalty: 5890.346680
	Iteration 6F: 3 clusters Score -1.858798e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -18595036.000000 Penalty: 5890.346680
	Iteration 7F: 3 clusters Score -1.859504e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -18605534.000000 Penalty: 5890.346680
	Iteration 8F: 3 clusters Score -1.860553e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -18617656.000000 Penalty: 5890.346680
	Iteration 9F: 3 clusters Score -1.861766e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -18626012.000000 Penalty: 5890.346680
	Iteration 10F: 3 clusters Score -1.862601e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -18629728.000000 Penalty: 5890.346680
	Iteration 11Q: 3 clusters Score -1.862973e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -18630782.000000 Penalty: 5890.346680
	Iteration 12Q: 3 clusters Score -1.863078e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -18631136.000000 Penalty: 5890.346680
	Iteration 13Q: 3 clusters Score -1.863114e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 143367 members 
Entering Unmasked Estep 
Score: -18631280.000000 Penalty: 5890.346680
	Iteration 14Q: 3 clusters Score -1.863128e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -18631384.000000 Penalty: 5890.346680
	Iteration 15Q: 3 clusters Score -1.863138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 143405 members 
Entering Unmasked Estep 
Score: -18631418.000000 Penalty: 5890.346680
	Iteration 16Q: 3 clusters Score -1.863142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -18631452.000000 Penalty: 5890.346680
	Iteration 17Q: 3 clusters Score -1.863145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -18631474.000000 Penalty: 5890.346680
	Iteration 18Q: 3 clusters Score -1.863147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -18631486.000000 Penalty: 5890.346680
	Iteration 19Q: 3 clusters Score -1.863149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -18631488.000000 Penalty: 5890.346680
	Iteration 20F: 3 clusters Score -1.863149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 143420 members 
Entering Unmasked Estep 
Score: -18631496.000000 Penalty: 5890.346680
	Iteration 21Q: 3 clusters Score -1.86315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -18631488.000000 Penalty: 5890.346680
	Iteration 22Q: 3 clusters Score -1.863149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -18631488.000000 Penalty: 5890.346680
	Iteration 23F: 3 clusters Score -1.863149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -25182.828125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -25182.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24007.552734 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -24007.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24095.833984 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -24095.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24108.638672 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -24108.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24108.638672 Penalty: 2705.839355
	Iteration 3F: 3 clusters Score -24108.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20663.066406 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -20663.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19538.162109 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -19538.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19590.230469 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -19590.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19592.947266 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -19592.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19592.947266 Penalty: 2602.523926
	Iteration 3F: 3 clusters Score -19592.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -471860.437500 Penalty: 2034.351562
	Iteration 0F: 2 clusters Score -471860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -468175.281250 Penalty: 4068.703125
	Iteration 0F: 3 clusters Score -468175.3 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -468952.093750 Penalty: 4068.703125
	Iteration 1F: 3 clusters Score -468952.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -469082.968750 Penalty: 4068.703125
	Iteration 2F: 3 clusters Score -469083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -469161.187500 Penalty: 4068.703125
	Iteration 3Q: 3 clusters Score -469161.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469218.843750 Penalty: 4068.703125
	Iteration 4Q: 3 clusters Score -469218.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -469251.406250 Penalty: 4068.703125
	Iteration 5Q: 3 clusters Score -469251.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469283.750000 Penalty: 4068.703125
	Iteration 6Q: 3 clusters Score -469283.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -469310.156250 Penalty: 4068.703125
	Iteration 7Q: 3 clusters Score -469310.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -469336.687500 Penalty: 4068.703125
	Iteration 8Q: 3 clusters Score -469336.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -469354.781250 Penalty: 4068.703125
	Iteration 9Q: 3 clusters Score -469354.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469369.718750 Penalty: 4068.703125
	Iteration 10Q: 3 clusters Score -469369.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -469384.968750 Penalty: 4068.703125
	Iteration 11Q: 3 clusters Score -469385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -469403.781250 Penalty: 4068.703125
	Iteration 12Q: 3 clusters Score -469403.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -469423.312500 Penalty: 4068.703125
	Iteration 13Q: 3 clusters Score -469423.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -469441.906250 Penalty: 4068.703125
	Iteration 14Q: 3 clusters Score -469441.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -469457.000000 Penalty: 4068.703125
	Iteration 15Q: 3 clusters Score -469457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -469469.687500 Penalty: 4068.703125
	Iteration 16Q: 3 clusters Score -469469.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -469482.687500 Penalty: 4068.703125
	Iteration 17Q: 3 clusters Score -469482.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -469497.593750 Penalty: 4068.703125
	Iteration 18Q: 3 clusters Score -469497.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -469507.156250 Penalty: 4068.703125
	Iteration 19Q: 3 clusters Score -469507.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -469513.343750 Penalty: 4068.703125
	Iteration 20F: 3 clusters Score -469513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -469521.250000 Penalty: 4068.703125
	Iteration 21Q: 3 clusters Score -469521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -469530.906250 Penalty: 4068.703125
	Iteration 22Q: 3 clusters Score -469530.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -469538.468750 Penalty: 4068.703125
	Iteration 23Q: 3 clusters Score -469538.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -469544.156250 Penalty: 4068.703125
	Iteration 24Q: 3 clusters Score -469544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -469551.625000 Penalty: 4068.703125
	Iteration 25Q: 3 clusters Score -469551.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -469560.156250 Penalty: 4068.703125
	Iteration 26Q: 3 clusters Score -469560.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -469567.875000 Penalty: 4068.703125
	Iteration 27Q: 3 clusters Score -469567.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -469577.718750 Penalty: 4068.703125
	Iteration 28Q: 3 clusters Score -469577.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -469585.250000 Penalty: 4068.703125
	Iteration 29Q: 3 clusters Score -469585.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -469594.656250 Penalty: 4068.703125
	Iteration 30Q: 3 clusters Score -469594.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -469607.218750 Penalty: 4068.703125
	Iteration 31Q: 3 clusters Score -469607.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -469620.312500 Penalty: 4068.703125
	Iteration 32Q: 3 clusters Score -469620.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -469631.531250 Penalty: 4068.703125
	Iteration 33Q: 3 clusters Score -469631.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -469643.468750 Penalty: 4068.703125
	Iteration 34Q: 3 clusters Score -469643.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -469652.625000 Penalty: 4068.703125
	Iteration 35Q: 3 clusters Score -469652.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -469666.687500 Penalty: 4068.703125
	Iteration 36Q: 3 clusters Score -469666.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -469679.000000 Penalty: 4068.703125
	Iteration 37Q: 3 clusters Score -469679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -469692.625000 Penalty: 4068.703125
	Iteration 38Q: 3 clusters Score -469692.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -469702.843750 Penalty: 4068.703125
	Iteration 39Q: 3 clusters Score -469702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -469712.000000 Penalty: 4068.703125
	Iteration 40F: 3 clusters Score -469712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -469727.468750 Penalty: 4068.703125
	Iteration 41Q: 3 clusters Score -469727.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469742.343750 Penalty: 4068.703125
	Iteration 42Q: 3 clusters Score -469742.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -469760.375000 Penalty: 4068.703125
	Iteration 43Q: 3 clusters Score -469760.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -469789.281250 Penalty: 4068.703125
	Iteration 44Q: 3 clusters Score -469789.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -469821.937500 Penalty: 4068.703125
	Iteration 45Q: 3 clusters Score -469821.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -469863.312500 Penalty: 4068.703125
	Iteration 46Q: 3 clusters Score -469863.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -469927.656250 Penalty: 4068.703125
	Iteration 47Q: 3 clusters Score -469927.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -469990.531250 Penalty: 4068.703125
	Iteration 48Q: 3 clusters Score -469990.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -470085.656250 Penalty: 4068.703125
	Iteration 49Q: 3 clusters Score -470085.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -470238.906250 Penalty: 4068.703125
	Iteration 50Q: 3 clusters Score -470238.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -470430.500000 Penalty: 4068.703125
	Iteration 51Q: 3 clusters Score -470430.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -470608.531250 Penalty: 4068.703125
	Iteration 52Q: 3 clusters Score -470608.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -470768.593750 Penalty: 4068.703125
	Iteration 53Q: 3 clusters Score -470768.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -470887.375000 Penalty: 4068.703125
	Iteration 54Q: 3 clusters Score -470887.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -470955.031250 Penalty: 4068.703125
	Iteration 55Q: 3 clusters Score -470955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -470984.312500 Penalty: 4068.703125
	Iteration 56Q: 3 clusters Score -470984.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -471005.125000 Penalty: 4068.703125
	Iteration 57Q: 3 clusters Score -471005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471021.406250 Penalty: 4068.703125
	Iteration 58Q: 3 clusters Score -471021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -471036.375000 Penalty: 4068.703125
	Iteration 59Q: 3 clusters Score -471036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -471043.750000 Penalty: 4068.703125
	Iteration 60F: 3 clusters Score -471043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -471048.718750 Penalty: 4068.703125
	Iteration 61Q: 3 clusters Score -471048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -471054.437500 Penalty: 4068.703125
	Iteration 62Q: 3 clusters Score -471054.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -471060.375000 Penalty: 4068.703125
	Iteration 63Q: 3 clusters Score -471060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -471062.812500 Penalty: 4068.703125
	Iteration 64Q: 3 clusters Score -471062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -471063.250000 Penalty: 4068.703125
	Iteration 65Q: 3 clusters Score -471063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -471063.250000 Penalty: 4068.703125
	Iteration 66F: 3 clusters Score -471063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94149.953125 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -94149.95 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: -92437.859375 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -92437.86 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92765.976562 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -92765.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92931.500000 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -92931.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93005.718750 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -93005.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93052.640625 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -93052.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93103.914062 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -93103.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93160.164062 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -93160.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93192.117188 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -93192.12 nChanged 15
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: -93225.937500 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -93225.94 nChanged 15
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: -93251.007812 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -93251.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93263.593750 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -93263.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93274.687500 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -93274.69 nChanged 8
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: -93289.148438 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -93289.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93307.148438 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -93307.15 nChanged 9
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: -93324.398438 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -93324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93349.015625 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -93349.02 nChanged 13
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: -93387.187500 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -93387.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93415.578125 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -93415.58 nChanged 4
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: -93427.625000 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -93427.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93440.109375 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -93440.11 nChanged 4
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: -93449.328125 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -93449.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93456.867188 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -93456.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93458.101562 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -93458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93458.859375 Penalty: 3340.357422
	Iteration 23Q: 3 clusters Score -93458.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93458.859375 Penalty: 3340.357422
	Iteration 24F: 3 clusters Score -93458.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Entering Unmasked Estep 
Score: -8418782.000000 Penalty: 2748.626953
	Iteration 0F: 2 clusters Score -8418782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8375229.000000 Penalty: 5497.253906
	Iteration 0F: 3 clusters Score -8375229 nChanged 30303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8392168.000000 Penalty: 5497.253906
	Iteration 1F: 3 clusters Score -8392168 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -8393064.000000 Penalty: 5497.253906
	Iteration 2Q: 3 clusters Score -8393064 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -8393989.000000 Penalty: 5497.253906
	Iteration 3Q: 3 clusters Score -8393989 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8395454.000000 Penalty: 5497.253906
	Iteration 4Q: 3 clusters Score -8395454 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8397436.000000 Penalty: 5497.253906
	Iteration 5F: 3 clusters Score -8397436 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -8400497.000000 Penalty: 5497.253906
	Iteration 6F: 3 clusters Score -8400497 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -8404325.000000 Penalty: 5497.253906
	Iteration 7F: 3 clusters Score -8404325 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -8408251.000000 Penalty: 5497.253906
	Iteration 8F: 3 clusters Score -8408251 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -8411178.000000 Penalty: 5497.253906
	Iteration 9F: 3 clusters Score -8411178 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -8413083.000000 Penalty: 5497.253906
	Iteration 10Q: 3 clusters Score -8413083 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8414264.000000 Penalty: 5497.253906
	Iteration 11Q: 3 clusters Score -8414264 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8415020.000000 Penalty: 5497.253906
	Iteration 12Q: 3 clusters Score -8415020 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8415483.000000 Penalty: 5497.253906
	Iteration 13Q: 3 clusters Score -8415483 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8415838.000000 Penalty: 5497.253906
	Iteration 14Q: 3 clusters Score -8415838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8416019.000000 Penalty: 5497.253906
	Iteration 15Q: 3 clusters Score -8416019 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8416162.000000 Penalty: 5497.253906
	Iteration 16Q: 3 clusters Score -8416162 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8416247.000000 Penalty: 5497.253906
	Iteration 17Q: 3 clusters Score -8416247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8416308.000000 Penalty: 5497.253906
	Iteration 18Q: 3 clusters Score -8416308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8416345.000000 Penalty: 5497.253906
	Iteration 19Q: 3 clusters Score -8416345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8416391.000000 Penalty: 5497.253906
	Iteration 20F: 3 clusters Score -8416391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8416407.000000 Penalty: 5497.253906
	Iteration 21Q: 3 clusters Score -8416407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8416428.000000 Penalty: 5497.253906
	Iteration 22Q: 3 clusters Score -8416428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8416452.000000 Penalty: 5497.253906
	Iteration 23Q: 3 clusters Score -8416452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8416463.000000 Penalty: 5497.253906
	Iteration 24Q: 3 clusters Score -8416463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8416472.000000 Penalty: 5497.253906
	Iteration 25Q: 3 clusters Score -8416472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8416480.000000 Penalty: 5497.253906
	Iteration 26Q: 3 clusters Score -8416480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8416476.000000 Penalty: 5497.253906
	Iteration 27Q: 3 clusters Score -8416476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8416480.000000 Penalty: 5497.253906
	Iteration 28Q: 3 clusters Score -8416480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8416475.000000 Penalty: 5497.253906
	Iteration 29Q: 3 clusters Score -8416475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8416476.000000 Penalty: 5497.253906
	Iteration 30Q: 3 clusters Score -8416476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8416486.000000 Penalty: 5497.253906
	Iteration 31Q: 3 clusters Score -8416486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8416487.000000 Penalty: 5497.253906
	Iteration 32Q: 3 clusters Score -8416487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8416494.000000 Penalty: 5497.253906
	Iteration 33Q: 3 clusters Score -8416494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8416497.000000 Penalty: 5497.253906
	Iteration 34Q: 3 clusters Score -8416497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8416496.000000 Penalty: 5497.253906
	Iteration 35Q: 3 clusters Score -8416496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8416500.000000 Penalty: 5497.253906
	Iteration 36Q: 3 clusters Score -8416500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8416500.000000 Penalty: 5497.253906
	Iteration 37Q: 3 clusters Score -8416500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8416503.000000 Penalty: 5497.253906
	Iteration 38Q: 3 clusters Score -8416503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8416503.000000 Penalty: 5497.253906
	Iteration 39Q: 3 clusters Score -8416503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8416507.000000 Penalty: 5497.253906
	Iteration 40F: 3 clusters Score -8416507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8416505.000000 Penalty: 5497.253906
	Iteration 41Q: 3 clusters Score -8416505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8416502.000000 Penalty: 5497.253906
	Iteration 42Q: 3 clusters Score -8416502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8416508.000000 Penalty: 5497.253906
	Iteration 43Q: 3 clusters Score -8416508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8416511.000000 Penalty: 5497.253906
	Iteration 44Q: 3 clusters Score -8416511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8416511.000000 Penalty: 5497.253906
	Iteration 45F: 3 clusters Score -8416511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Entering Unmasked Estep 
Score: -18639236.000000 Penalty: 2945.683594
	Iteration 0F: 2 clusters Score -1.863924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -18542788.000000 Penalty: 5891.367188
	Iteration 0F: 3 clusters Score -1.854279e+07 nChanged 68887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -18582898.000000 Penalty: 5891.367188
	Iteration 1F: 3 clusters Score -1.85829e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -18583862.000000 Penalty: 5891.367188
	Iteration 2Q: 3 clusters Score -1.858386e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -18585504.000000 Penalty: 5891.367188
	Iteration 3Q: 3 clusters Score -1.85855e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -18587314.000000 Penalty: 5891.367188
	Iteration 4Q: 3 clusters Score -1.858731e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -18590392.000000 Penalty: 5891.367188
	Iteration 5Q: 3 clusters Score -1.859039e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -18595160.000000 Penalty: 5891.367188
	Iteration 6F: 3 clusters Score -1.859516e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -18603206.000000 Penalty: 5891.367188
	Iteration 7F: 3 clusters Score -1.860321e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -18613210.000000 Penalty: 5891.367188
	Iteration 8F: 3 clusters Score -1.861321e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -18623564.000000 Penalty: 5891.367188
	Iteration 9F: 3 clusters Score -1.862356e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -18631046.000000 Penalty: 5891.367188
	Iteration 10F: 3 clusters Score -1.863105e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141498 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -18634794.000000 Penalty: 5891.367188
	Iteration 11Q: 3 clusters Score -1.863479e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18636052.000000 Penalty: 5891.367188
	Iteration 12Q: 3 clusters Score -1.863605e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18636474.000000 Penalty: 5891.367188
	Iteration 13Q: 3 clusters Score -1.863647e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18636718.000000 Penalty: 5891.367188
	Iteration 14Q: 3 clusters Score -1.863672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18636774.000000 Penalty: 5891.367188
	Iteration 15Q: 3 clusters Score -1.863677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18636810.000000 Penalty: 5891.367188
	Iteration 16Q: 3 clusters Score -1.863681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143665 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18636856.000000 Penalty: 5891.367188
	Iteration 17Q: 3 clusters Score -1.863686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18636878.000000 Penalty: 5891.367188
	Iteration 18Q: 3 clusters Score -1.863688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18636892.000000 Penalty: 5891.367188
	Iteration 19Q: 3 clusters Score -1.863689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18636892.000000 Penalty: 5891.367188
	Iteration 20F: 3 clusters Score -1.863689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18636902.000000 Penalty: 5891.367188
	Iteration 21Q: 3 clusters Score -1.86369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18636898.000000 Penalty: 5891.367188
	Iteration 22Q: 3 clusters Score -1.86369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -18636908.000000 Penalty: 5891.367188
	Iteration 23Q: 3 clusters Score -1.863691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18636908.000000 Penalty: 5891.367188
	Iteration 24Q: 3 clusters Score -1.863691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18636910.000000 Penalty: 5891.367188
	Iteration 25Q: 3 clusters Score -1.863691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18636920.000000 Penalty: 5891.367188
	Iteration 26Q: 3 clusters Score -1.863692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18636918.000000 Penalty: 5891.367188
	Iteration 27Q: 3 clusters Score -1.863692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18636918.000000 Penalty: 5891.367188
	Iteration 28F: 3 clusters Score -1.863692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177362 members 
Mstep: Class 3 contains 201301 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 70598 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143731 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543120.000000 Penalty: 82755.171875
Iteration 199Q: 25 clusters Score -1.385431e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177364 members 
Mstep: Class 3 contains 201324 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 167792 members 
Mstep: Class 8 contains 70599 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143731 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 144003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543088.000000 Penalty: 82755.171875
Iteration 200F: 25 clusters Score -1.385431e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177370 members 
Mstep: Class 3 contains 201328 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167795 members 
Mstep: Class 8 contains 70601 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143734 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3648 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543120.000000 Penalty: 82755.171875
Iteration 201Q: 25 clusters Score -1.385431e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201337 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167801 members 
Mstep: Class 8 contains 70605 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 143736 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3646 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 143962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543104.000000 Penalty: 82755.171875
Iteration 202Q: 25 clusters Score -1.385431e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201348 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167805 members 
Mstep: Class 8 contains 70611 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143738 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3645 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 143934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 203Q: 25 clusters Score -1.385432e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177377 members 
Mstep: Class 3 contains 201355 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167804 members 
Mstep: Class 8 contains 70617 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143753 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 143913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 82755.171875
Iteration 204Q: 25 clusters Score -1.385432e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201365 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167806 members 
Mstep: Class 8 contains 70620 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143763 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3643 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 143881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 82755.171875
Iteration 205Q: 25 clusters Score -1.385432e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177386 members 
Mstep: Class 3 contains 201371 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167802 members 
Mstep: Class 8 contains 70623 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143779 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65068 members 
Mstep: Class 24 contains 143858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 206Q: 25 clusters Score -1.385432e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177386 members 
Mstep: Class 3 contains 201385 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167799 members 
Mstep: Class 8 contains 70627 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143795 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 207Q: 25 clusters Score -1.385433e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201402 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 167796 members 
Mstep: Class 8 contains 70627 members 
Mstep: Class 9 contains 84400 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143803 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 208Q: 25 clusters Score -1.385433e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201409 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167794 members 
Mstep: Class 8 contains 70628 members 
Mstep: Class 9 contains 84401 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143816 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 209Q: 25 clusters Score -1.385432e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201432 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167792 members 
Mstep: Class 8 contains 70628 members 
Mstep: Class 9 contains 84401 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143822 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 210Q: 25 clusters Score -1.385433e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201437 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167785 members 
Mstep: Class 8 contains 70630 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143831 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 211Q: 25 clusters Score -1.385433e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201444 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167783 members 
Mstep: Class 8 contains 70631 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143845 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65067 members 
Mstep: Class 24 contains 143723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 212Q: 25 clusters Score -1.385432e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177387 members 
Mstep: Class 3 contains 201457 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167781 members 
Mstep: Class 8 contains 70632 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143862 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65066 members 
Mstep: Class 24 contains 143699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 213Q: 25 clusters Score -1.385433e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201466 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167778 members 
Mstep: Class 8 contains 70634 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143883 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3642 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65064 members 
Mstep: Class 24 contains 143669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 214Q: 25 clusters Score -1.385433e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201477 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167774 members 
Mstep: Class 8 contains 70637 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143898 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3641 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65064 members 
Mstep: Class 24 contains 143649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 215Q: 25 clusters Score -1.385433e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201485 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 167775 members 
Mstep: Class 8 contains 70641 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143906 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65063 members 
Mstep: Class 24 contains 143636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 216Q: 25 clusters Score -1.385433e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201506 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 167777 members 
Mstep: Class 8 contains 70643 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143912 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65064 members 
Mstep: Class 24 contains 143612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 217Q: 25 clusters Score -1.385432e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201514 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 167778 members 
Mstep: Class 8 contains 70644 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143921 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65063 members 
Mstep: Class 24 contains 143588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 218Q: 25 clusters Score -1.385432e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201526 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 167775 members 
Mstep: Class 8 contains 70647 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143932 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65063 members 
Mstep: Class 24 contains 143569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 219Q: 25 clusters Score -1.385432e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201533 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8725 members 
Mstep: Class 7 contains 167772 members 
Mstep: Class 8 contains 70649 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143953 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65064 members 
Mstep: Class 24 contains 143546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 220F: 25 clusters Score -1.385432e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201533 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8726 members 
Mstep: Class 7 contains 167770 members 
Mstep: Class 8 contains 70651 members 
Mstep: Class 9 contains 84404 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143970 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65063 members 
Mstep: Class 24 contains 143527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 221Q: 25 clusters Score -1.385433e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177377 members 
Mstep: Class 3 contains 201537 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8728 members 
Mstep: Class 7 contains 167761 members 
Mstep: Class 8 contains 70652 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 143995 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65062 members 
Mstep: Class 24 contains 143501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 222Q: 25 clusters Score -1.385432e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201527 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167759 members 
Mstep: Class 8 contains 70654 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144022 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65061 members 
Mstep: Class 24 contains 143480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 223Q: 25 clusters Score -1.385432e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177382 members 
Mstep: Class 3 contains 201513 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167767 members 
Mstep: Class 8 contains 70656 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144040 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65059 members 
Mstep: Class 24 contains 143464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 224Q: 25 clusters Score -1.385432e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177377 members 
Mstep: Class 3 contains 201500 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 167772 members 
Mstep: Class 8 contains 70662 members 
Mstep: Class 9 contains 84404 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144061 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65056 members 
Mstep: Class 24 contains 143456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543184.000000 Penalty: 82755.171875
Iteration 225Q: 25 clusters Score -1.385432e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177374 members 
Mstep: Class 3 contains 201497 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167770 members 
Mstep: Class 8 contains 70663 members 
Mstep: Class 9 contains 84403 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144083 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65054 members 
Mstep: Class 24 contains 143445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 226Q: 25 clusters Score -1.385433e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177371 members 
Mstep: Class 3 contains 201496 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167768 members 
Mstep: Class 8 contains 70663 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144108 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65054 members 
Mstep: Class 24 contains 143427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 227Q: 25 clusters Score -1.385433e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177376 members 
Mstep: Class 3 contains 201480 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167766 members 
Mstep: Class 8 contains 70664 members 
Mstep: Class 9 contains 84401 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144130 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65053 members 
Mstep: Class 24 contains 143419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 228Q: 25 clusters Score -1.385432e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177374 members 
Mstep: Class 3 contains 201473 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167766 members 
Mstep: Class 8 contains 70665 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144150 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65051 members 
Mstep: Class 24 contains 143408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 229Q: 25 clusters Score -1.385433e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177377 members 
Mstep: Class 3 contains 201468 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167767 members 
Mstep: Class 8 contains 70667 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144165 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65050 members 
Mstep: Class 24 contains 143393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 230Q: 25 clusters Score -1.385433e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177373 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167765 members 
Mstep: Class 8 contains 70669 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144176 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65050 members 
Mstep: Class 24 contains 143380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 231Q: 25 clusters Score -1.385433e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167766 members 
Mstep: Class 8 contains 70669 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144187 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65047 members 
Mstep: Class 24 contains 143371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 232Q: 25 clusters Score -1.385433e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177373 members 
Mstep: Class 3 contains 201475 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167762 members 
Mstep: Class 8 contains 70672 members 
Mstep: Class 9 contains 84404 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144201 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65045 members 
Mstep: Class 24 contains 143360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 233Q: 25 clusters Score -1.385432e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177370 members 
Mstep: Class 3 contains 201473 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167760 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144216 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65044 members 
Mstep: Class 24 contains 143347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 234Q: 25 clusters Score -1.385432e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177365 members 
Mstep: Class 3 contains 201480 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167759 members 
Mstep: Class 8 contains 70679 members 
Mstep: Class 9 contains 84404 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 144225 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65044 members 
Mstep: Class 24 contains 143336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 235Q: 25 clusters Score -1.385433e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177368 members 
Mstep: Class 3 contains 201484 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167751 members 
Mstep: Class 8 contains 70680 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144230 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65044 members 
Mstep: Class 24 contains 143329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 236Q: 25 clusters Score -1.385433e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177361 members 
Mstep: Class 3 contains 201484 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167747 members 
Mstep: Class 8 contains 70685 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144238 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65044 members 
Mstep: Class 24 contains 143325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 237Q: 25 clusters Score -1.385432e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177360 members 
Mstep: Class 3 contains 201487 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167743 members 
Mstep: Class 8 contains 70688 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144249 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65044 members 
Mstep: Class 24 contains 143312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543200.000000 Penalty: 82755.171875
Iteration 238Q: 25 clusters Score -1.385432e+08 nChanged 32
Entering ConstructFrom: 
Score: -138543200.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -60155.183594 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -60155.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58626.421875 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -58626.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58809.628906 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -58809.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58861.500000 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -58861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58896.480469 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -58896.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58910.257812 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -58910.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58916.757812 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -58916.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58925.671875 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -58925.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58933.839844 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -58933.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58938.734375 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -58938.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58941.851562 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -58941.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58946.230469 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -58946.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58950.750000 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -58950.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58950.750000 Penalty: 3109.471680
	Iteration 12F: 3 clusters Score -58950.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Entering Unmasked Estep 
Score: -22941220.000000 Penalty: 2997.310791
	Iteration 0F: 2 clusters Score -2.294122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -22823774.000000 Penalty: 5994.621582
	Iteration 0F: 3 clusters Score -2.282377e+07 nChanged 85126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -22872922.000000 Penalty: 5994.621582
	Iteration 1F: 3 clusters Score -2.287292e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -22874110.000000 Penalty: 5994.621582
	Iteration 2Q: 3 clusters Score -2.287411e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -22875642.000000 Penalty: 5994.621582
	Iteration 3Q: 3 clusters Score -2.287564e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -22877894.000000 Penalty: 5994.621582
	Iteration 4Q: 3 clusters Score -2.287789e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -22881278.000000 Penalty: 5994.621582
	Iteration 5Q: 3 clusters Score -2.288128e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -22886926.000000 Penalty: 5994.621582
	Iteration 6F: 3 clusters Score -2.288693e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -22894832.000000 Penalty: 5994.621582
	Iteration 7F: 3 clusters Score -2.289483e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -22905132.000000 Penalty: 5994.621582
	Iteration 8F: 3 clusters Score -2.290513e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -22914844.000000 Penalty: 5994.621582
	Iteration 9F: 3 clusters Score -2.291484e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -22920496.000000 Penalty: 5994.621582
	Iteration 10F: 3 clusters Score -2.29205e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -22922664.000000 Penalty: 5994.621582
	Iteration 11Q: 3 clusters Score -2.292266e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -22923774.000000 Penalty: 5994.621582
	Iteration 12Q: 3 clusters Score -2.292377e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -22924776.000000 Penalty: 5994.621582
	Iteration 13Q: 3 clusters Score -2.292478e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -22925582.000000 Penalty: 5994.621582
	Iteration 14Q: 3 clusters Score -2.292558e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -22926088.000000 Penalty: 5994.621582
	Iteration 15Q: 3 clusters Score -2.292609e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -22926634.000000 Penalty: 5994.621582
	Iteration 16Q: 3 clusters Score -2.292663e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -22926974.000000 Penalty: 5994.621582
	Iteration 17Q: 3 clusters Score -2.292697e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -22927190.000000 Penalty: 5994.621582
	Iteration 18Q: 3 clusters Score -2.292719e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -22927428.000000 Penalty: 5994.621582
	Iteration 19Q: 3 clusters Score -2.292743e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -22927484.000000 Penalty: 5994.621582
	Iteration 20F: 3 clusters Score -2.292748e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -22927718.000000 Penalty: 5994.621582
	Iteration 21Q: 3 clusters Score -2.292772e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -22927846.000000 Penalty: 5994.621582
	Iteration 22Q: 3 clusters Score -2.292785e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 110302 members 
Entering Unmasked Estep 
Score: -22927910.000000 Penalty: 5994.621582
	Iteration 23Q: 3 clusters Score -2.292791e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -22927956.000000 Penalty: 5994.621582
	Iteration 24Q: 3 clusters Score -2.292796e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -22928058.000000 Penalty: 5994.621582
	Iteration 25Q: 3 clusters Score -2.292806e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 111601 members 
Entering Unmasked Estep 
Score: -22928086.000000 Penalty: 5994.621582
	Iteration 26Q: 3 clusters Score -2.292809e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -22928112.000000 Penalty: 5994.621582
	Iteration 27Q: 3 clusters Score -2.292811e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
Score: -22928202.000000 Penalty: 5994.621582
	Iteration 28Q: 3 clusters Score -2.29282e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -22928236.000000 Penalty: 5994.621582
	Iteration 29Q: 3 clusters Score -2.292824e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -22928300.000000 Penalty: 5994.621582
	Iteration 30Q: 3 clusters Score -2.29283e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -22928410.000000 Penalty: 5994.621582
	Iteration 31Q: 3 clusters Score -2.292841e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -22928490.000000 Penalty: 5994.621582
	Iteration 32Q: 3 clusters Score -2.292849e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -22928488.000000 Penalty: 5994.621582
	Iteration 33Q: 3 clusters Score -2.292849e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -22928582.000000 Penalty: 5994.621582
	Iteration 34Q: 3 clusters Score -2.292858e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -22928646.000000 Penalty: 5994.621582
	Iteration 35Q: 3 clusters Score -2.292865e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -22928718.000000 Penalty: 5994.621582
	Iteration 36Q: 3 clusters Score -2.292872e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -22928690.000000 Penalty: 5994.621582
	Iteration 37Q: 3 clusters Score -2.292869e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -22928718.000000 Penalty: 5994.621582
	Iteration 38Q: 3 clusters Score -2.292872e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -22928776.000000 Penalty: 5994.621582
	Iteration 39Q: 3 clusters Score -2.292878e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 115503 members 
Entering Unmasked Estep 
Score: -22928786.000000 Penalty: 5994.621582
	Iteration 40F: 3 clusters Score -2.292879e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -22928826.000000 Penalty: 5994.621582
	Iteration 41Q: 3 clusters Score -2.292883e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
Score: -22928850.000000 Penalty: 5994.621582
	Iteration 42Q: 3 clusters Score -2.292885e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -22928888.000000 Penalty: 5994.621582
	Iteration 43Q: 3 clusters Score -2.292889e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -22928890.000000 Penalty: 5994.621582
	Iteration 44Q: 3 clusters Score -2.292889e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -22928910.000000 Penalty: 5994.621582
	Iteration 45Q: 3 clusters Score -2.292891e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -22928958.000000 Penalty: 5994.621582
	Iteration 46Q: 3 clusters Score -2.292896e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 116885 members 
Entering Unmasked Estep 
Score: -22928950.000000 Penalty: 5994.621582
	Iteration 47Q: 3 clusters Score -2.292895e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -22928926.000000 Penalty: 5994.621582
	Iteration 48Q: 3 clusters Score -2.292893e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -22928970.000000 Penalty: 5994.621582
	Iteration 49Q: 3 clusters Score -2.292897e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -22929008.000000 Penalty: 5994.621582
	Iteration 50Q: 3 clusters Score -2.292901e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 117483 members 
Entering Unmasked Estep 
Score: -22929024.000000 Penalty: 5994.621582
	Iteration 51Q: 3 clusters Score -2.292902e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -22929048.000000 Penalty: 5994.621582
	Iteration 52Q: 3 clusters Score -2.292905e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 117715 members 
Entering Unmasked Estep 
Score: -22929072.000000 Penalty: 5994.621582
	Iteration 53Q: 3 clusters Score -2.292907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -22929092.000000 Penalty: 5994.621582
	Iteration 54Q: 3 clusters Score -2.292909e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -22929142.000000 Penalty: 5994.621582
	Iteration 55Q: 3 clusters Score -2.292914e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 118071 members 
Entering Unmasked Estep 
Score: -22929154.000000 Penalty: 5994.621582
	Iteration 56Q: 3 clusters Score -2.292915e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -22929150.000000 Penalty: 5994.621582
	Iteration 57Q: 3 clusters Score -2.292915e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -22929148.000000 Penalty: 5994.621582
	Iteration 58Q: 3 clusters Score -2.292915e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -22929180.000000 Penalty: 5994.621582
	Iteration 59Q: 3 clusters Score -2.292918e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -22929224.000000 Penalty: 5994.621582
	Iteration 60F: 3 clusters Score -2.292922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 118524 members 
Entering Unmasked Estep 
Score: -22929254.000000 Penalty: 5994.621582
	Iteration 61Q: 3 clusters Score -2.292925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -22929270.000000 Penalty: 5994.621582
	Iteration 62Q: 3 clusters Score -2.292927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -22929282.000000 Penalty: 5994.621582
	Iteration 63Q: 3 clusters Score -2.292928e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -22929310.000000 Penalty: 5994.621582
	Iteration 64Q: 3 clusters Score -2.292931e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -22929310.000000 Penalty: 5994.621582
	Iteration 65Q: 3 clusters Score -2.292931e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -22929314.000000 Penalty: 5994.621582
	Iteration 66Q: 3 clusters Score -2.292931e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -22929322.000000 Penalty: 5994.621582
	Iteration 67Q: 3 clusters Score -2.292932e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -22929348.000000 Penalty: 5994.621582
	Iteration 68Q: 3 clusters Score -2.292935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
Score: -22929354.000000 Penalty: 5994.621582
	Iteration 69Q: 3 clusters Score -2.292935e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 119524 members 
Entering Unmasked Estep 
Score: -22929348.000000 Penalty: 5994.621582
	Iteration 70Q: 3 clusters Score -2.292935e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -22929364.000000 Penalty: 5994.621582
	Iteration 71Q: 3 clusters Score -2.292936e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 119712 members 
Entering Unmasked Estep 
Score: -22929376.000000 Penalty: 5994.621582
	Iteration 72Q: 3 clusters Score -2.292938e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -22929386.000000 Penalty: 5994.621582
	Iteration 73Q: 3 clusters Score -2.292939e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -22929380.000000 Penalty: 5994.621582
	Iteration 74Q: 3 clusters Score -2.292938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 119942 members 
Entering Unmasked Estep 
Score: -22929386.000000 Penalty: 5994.621582
	Iteration 75Q: 3 clusters Score -2.292939e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -22929416.000000 Penalty: 5994.621582
	Iteration 76Q: 3 clusters Score -2.292942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -22929432.000000 Penalty: 5994.621582
	Iteration 77Q: 3 clusters Score -2.292943e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -22929448.000000 Penalty: 5994.621582
	Iteration 78Q: 3 clusters Score -2.292945e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -22929484.000000 Penalty: 5994.621582
	Iteration 79Q: 3 clusters Score -2.292948e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -22929542.000000 Penalty: 5994.621582
	Iteration 80F: 3 clusters Score -2.292954e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -22929534.000000 Penalty: 5994.621582
	Iteration 81Q: 3 clusters Score -2.292953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -22929550.000000 Penalty: 5994.621582
	Iteration 82Q: 3 clusters Score -2.292955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -22929550.000000 Penalty: 5994.621582
	Iteration 83Q: 3 clusters Score -2.292955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -22929566.000000 Penalty: 5994.621582
	Iteration 84Q: 3 clusters Score -2.292957e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 120617 members 
Entering Unmasked Estep 
Score: -22929564.000000 Penalty: 5994.621582
	Iteration 85Q: 3 clusters Score -2.292956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -22929578.000000 Penalty: 5994.621582
	Iteration 86Q: 3 clusters Score -2.292958e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 120724 members 
Entering Unmasked Estep 
Score: -22929578.000000 Penalty: 5994.621582
	Iteration 87Q: 3 clusters Score -2.292958e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 120778 members 
Entering Unmasked Estep 
Score: -22929622.000000 Penalty: 5994.621582
	Iteration 88Q: 3 clusters Score -2.292962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -22929618.000000 Penalty: 5994.621582
	Iteration 89Q: 3 clusters Score -2.292962e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -22929640.000000 Penalty: 5994.621582
	Iteration 90Q: 3 clusters Score -2.292964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -22929632.000000 Penalty: 5994.621582
	Iteration 91Q: 3 clusters Score -2.292963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -22929638.000000 Penalty: 5994.621582
	Iteration 92Q: 3 clusters Score -2.292964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -22929658.000000 Penalty: 5994.621582
	Iteration 93Q: 3 clusters Score -2.292966e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -22929670.000000 Penalty: 5994.621582
	Iteration 94Q: 3 clusters Score -2.292967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -22929666.000000 Penalty: 5994.621582
	Iteration 95Q: 3 clusters Score -2.292967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -22929676.000000 Penalty: 5994.621582
	Iteration 96Q: 3 clusters Score -2.292968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -22929676.000000 Penalty: 5994.621582
	Iteration 97Q: 3 clusters Score -2.292968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -22929668.000000 Penalty: 5994.621582
	Iteration 98Q: 3 clusters Score -2.292967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -22929656.000000 Penalty: 5994.621582
	Iteration 99Q: 3 clusters Score -2.292966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -22929610.000000 Penalty: 5994.621582
	Iteration 100F: 3 clusters Score -2.292961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -22929648.000000 Penalty: 5994.621582
	Iteration 101Q: 3 clusters Score -2.292965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -22929630.000000 Penalty: 5994.621582
	Iteration 102Q: 3 clusters Score -2.292963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -22929652.000000 Penalty: 5994.621582
	Iteration 103Q: 3 clusters Score -2.292965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 121344 members 
Entering Unmasked Estep 
Score: -22929634.000000 Penalty: 5994.621582
	Iteration 104Q: 3 clusters Score -2.292963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -22929668.000000 Penalty: 5994.621582
	Iteration 105Q: 3 clusters Score -2.292967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -22929682.000000 Penalty: 5994.621582
	Iteration 106Q: 3 clusters Score -2.292968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 121388 members 
Entering Unmasked Estep 
Score: -22929680.000000 Penalty: 5994.621582
	Iteration 107Q: 3 clusters Score -2.292968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -22929678.000000 Penalty: 5994.621582
	Iteration 108Q: 3 clusters Score -2.292968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 121424 members 
Entering Unmasked Estep 
Score: -22929672.000000 Penalty: 5994.621582
	Iteration 109Q: 3 clusters Score -2.292967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -22929684.000000 Penalty: 5994.621582
	Iteration 110Q: 3 clusters Score -2.292968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 121472 members 
Entering Unmasked Estep 
Score: -22929684.000000 Penalty: 5994.621582
	Iteration 111Q: 3 clusters Score -2.292968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 121485 members 
Entering Unmasked Estep 
Score: -22929692.000000 Penalty: 5994.621582
	Iteration 112Q: 3 clusters Score -2.292969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 121495 members 
Entering Unmasked Estep 
Score: -22929706.000000 Penalty: 5994.621582
	Iteration 113Q: 3 clusters Score -2.292971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -22929710.000000 Penalty: 5994.621582
	Iteration 114Q: 3 clusters Score -2.292971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 121524 members 
Entering Unmasked Estep 
Score: -22929704.000000 Penalty: 5994.621582
	Iteration 115Q: 3 clusters Score -2.29297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -22929710.000000 Penalty: 5994.621582
	Iteration 116Q: 3 clusters Score -2.292971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -22929708.000000 Penalty: 5994.621582
	Iteration 117Q: 3 clusters Score -2.292971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 121579 members 
Entering Unmasked Estep 
Score: -22929718.000000 Penalty: 5994.621582
	Iteration 118Q: 3 clusters Score -2.292972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -22929738.000000 Penalty: 5994.621582
	Iteration 119Q: 3 clusters Score -2.292974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -22929728.000000 Penalty: 5994.621582
	Iteration 120F: 3 clusters Score -2.292973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -22929746.000000 Penalty: 5994.621582
	Iteration 121Q: 3 clusters Score -2.292975e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
Score: -22929766.000000 Penalty: 5994.621582
	Iteration 122Q: 3 clusters Score -2.292977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 121744 members 
Entering Unmasked Estep 
Score: -22929766.000000 Penalty: 5994.621582
	Iteration 123Q: 3 clusters Score -2.292977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -22929780.000000 Penalty: 5994.621582
	Iteration 124Q: 3 clusters Score -2.292978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -22929798.000000 Penalty: 5994.621582
	Iteration 125Q: 3 clusters Score -2.29298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -22929804.000000 Penalty: 5994.621582
	Iteration 126Q: 3 clusters Score -2.29298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -22929774.000000 Penalty: 5994.621582
	Iteration 127Q: 3 clusters Score -2.292977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -22929818.000000 Penalty: 5994.621582
	Iteration 128Q: 3 clusters Score -2.292982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -22929796.000000 Penalty: 5994.621582
	Iteration 129Q: 3 clusters Score -2.29298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -22929784.000000 Penalty: 5994.621582
	Iteration 130Q: 3 clusters Score -2.292978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 121945 members 
Entering Unmasked Estep 
Score: -22929774.000000 Penalty: 5994.621582
	Iteration 131Q: 3 clusters Score -2.292977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -22929766.000000 Penalty: 5994.621582
	Iteration 132Q: 3 clusters Score -2.292977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -22929766.000000 Penalty: 5994.621582
	Iteration 133Q: 3 clusters Score -2.292977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -22929784.000000 Penalty: 5994.621582
	Iteration 134Q: 3 clusters Score -2.292978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -22929802.000000 Penalty: 5994.621582
	Iteration 135Q: 3 clusters Score -2.29298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -22929828.000000 Penalty: 5994.621582
	Iteration 136Q: 3 clusters Score -2.292983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -22929834.000000 Penalty: 5994.621582
	Iteration 137Q: 3 clusters Score -2.292983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -22929840.000000 Penalty: 5994.621582
	Iteration 138Q: 3 clusters Score -2.292984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -22929838.000000 Penalty: 5994.621582
	Iteration 139Q: 3 clusters Score -2.292984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 122157 members 
Entering Unmasked Estep 
Score: -22929868.000000 Penalty: 5994.621582
	Iteration 140F: 3 clusters Score -2.292987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -22929850.000000 Penalty: 5994.621582
	Iteration 141Q: 3 clusters Score -2.292985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -22929870.000000 Penalty: 5994.621582
	Iteration 142Q: 3 clusters Score -2.292987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 122234 members 
Entering Unmasked Estep 
Score: -22929884.000000 Penalty: 5994.621582
	Iteration 143Q: 3 clusters Score -2.292988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 122275 members 
Entering Unmasked Estep 
Score: -22929878.000000 Penalty: 5994.621582
	Iteration 144Q: 3 clusters Score -2.292988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -22929892.000000 Penalty: 5994.621582
	Iteration 145Q: 3 clusters Score -2.292989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -22929888.000000 Penalty: 5994.621582
	Iteration 146Q: 3 clusters Score -2.292989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -22929882.000000 Penalty: 5994.621582
	Iteration 147Q: 3 clusters Score -2.292988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -22929872.000000 Penalty: 5994.621582
	Iteration 148Q: 3 clusters Score -2.292987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -22929850.000000 Penalty: 5994.621582
	Iteration 149Q: 3 clusters Score -2.292985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -22929852.000000 Penalty: 5994.621582
	Iteration 150Q: 3 clusters Score -2.292985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -22929842.000000 Penalty: 5994.621582
	Iteration 151Q: 3 clusters Score -2.292984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 122620 members 
Entering Unmasked Estep 
Score: -22929860.000000 Penalty: 5994.621582
	Iteration 152Q: 3 clusters Score -2.292986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
Score: -22929894.000000 Penalty: 5994.621582
	Iteration 153Q: 3 clusters Score -2.292989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -22929884.000000 Penalty: 5994.621582
	Iteration 154Q: 3 clusters Score -2.292988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 122732 members 
Entering Unmasked Estep 
Score: -22929894.000000 Penalty: 5994.621582
	Iteration 155Q: 3 clusters Score -2.292989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -22929924.000000 Penalty: 5994.621582
	Iteration 156Q: 3 clusters Score -2.292992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -22929954.000000 Penalty: 5994.621582
	Iteration 157Q: 3 clusters Score -2.292995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -22929954.000000 Penalty: 5994.621582
	Iteration 158Q: 3 clusters Score -2.292995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 122858 members 
Entering Unmasked Estep 
Score: -22929960.000000 Penalty: 5994.621582
	Iteration 159Q: 3 clusters Score -2.292996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -22929942.000000 Penalty: 5994.621582
	Iteration 160F: 3 clusters Score -2.292994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -22929944.000000 Penalty: 5994.621582
	Iteration 161Q: 3 clusters Score -2.292994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 122944 members 
Entering Unmasked Estep 
Score: -22929930.000000 Penalty: 5994.621582
	Iteration 162Q: 3 clusters Score -2.292993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -22929952.000000 Penalty: 5994.621582
	Iteration 163Q: 3 clusters Score -2.292995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -22929926.000000 Penalty: 5994.621582
	Iteration 164Q: 3 clusters Score -2.292993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -22929944.000000 Penalty: 5994.621582
	Iteration 165Q: 3 clusters Score -2.292994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -22930002.000000 Penalty: 5994.621582
	Iteration 166Q: 3 clusters Score -2.293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -22929992.000000 Penalty: 5994.621582
	Iteration 167Q: 3 clusters Score -2.292999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -22929990.000000 Penalty: 5994.621582
	Iteration 168Q: 3 clusters Score -2.292999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -22929970.000000 Penalty: 5994.621582
	Iteration 169Q: 3 clusters Score -2.292997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -22929960.000000 Penalty: 5994.621582
	Iteration 170Q: 3 clusters Score -2.292996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -22929972.000000 Penalty: 5994.621582
	Iteration 171Q: 3 clusters Score -2.292997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -22929992.000000 Penalty: 5994.621582
	Iteration 172Q: 3 clusters Score -2.292999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -22930002.000000 Penalty: 5994.621582
	Iteration 173Q: 3 clusters Score -2.293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 123289 members 
Entering Unmasked Estep 
Score: -22930006.000000 Penalty: 5994.621582
	Iteration 174Q: 3 clusters Score -2.293001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -22930008.000000 Penalty: 5994.621582
	Iteration 175Q: 3 clusters Score -2.293001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -22930006.000000 Penalty: 5994.621582
	Iteration 176Q: 3 clusters Score -2.293001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -22930006.000000 Penalty: 5994.621582
	Iteration 177Q: 3 clusters Score -2.293001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -22930022.000000 Penalty: 5994.621582
	Iteration 178Q: 3 clusters Score -2.293002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
Score: -22930028.000000 Penalty: 5994.621582
	Iteration 179Q: 3 clusters Score -2.293003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -22930030.000000 Penalty: 5994.621582
	Iteration 180F: 3 clusters Score -2.293003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -22930036.000000 Penalty: 5994.621582
	Iteration 181Q: 3 clusters Score -2.293004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -22930036.000000 Penalty: 5994.621582
	Iteration 182Q: 3 clusters Score -2.293004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 123546 members 
Entering Unmasked Estep 
Score: -22930044.000000 Penalty: 5994.621582
	Iteration 183Q: 3 clusters Score -2.293004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -22930036.000000 Penalty: 5994.621582
	Iteration 184Q: 3 clusters Score -2.293004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 123600 members 
Entering Unmasked Estep 
Score: -22930056.000000 Penalty: 5994.621582
	Iteration 185Q: 3 clusters Score -2.293006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -22930054.000000 Penalty: 5994.621582
	Iteration 186Q: 3 clusters Score -2.293005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 123631 members 
Entering Unmasked Estep 
Score: -22930040.000000 Penalty: 5994.621582
	Iteration 187Q: 3 clusters Score -2.293004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -22930044.000000 Penalty: 5994.621582
	Iteration 188Q: 3 clusters Score -2.293004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -22930032.000000 Penalty: 5994.621582
	Iteration 189Q: 3 clusters Score -2.293003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -22930052.000000 Penalty: 5994.621582
	Iteration 190Q: 3 clusters Score -2.293005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -22930056.000000 Penalty: 5994.621582
	Iteration 191Q: 3 clusters Score -2.293006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 123733 members 
Entering Unmasked Estep 
Score: -22930062.000000 Penalty: 5994.621582
	Iteration 192Q: 3 clusters Score -2.293006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -22930066.000000 Penalty: 5994.621582
	Iteration 193Q: 3 clusters Score -2.293007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 123775 members 
Entering Unmasked Estep 
Score: -22930080.000000 Penalty: 5994.621582
	Iteration 194Q: 3 clusters Score -2.293008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -22930072.000000 Penalty: 5994.621582
	Iteration 195Q: 3 clusters Score -2.293007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 123827 members 
Entering Unmasked Estep 
Score: -22930110.000000 Penalty: 5994.621582
	Iteration 196Q: 3 clusters Score -2.293011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -22930096.000000 Penalty: 5994.621582
	Iteration 197Q: 3 clusters Score -2.29301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -22930110.000000 Penalty: 5994.621582
	Iteration 198Q: 3 clusters Score -2.293011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -22930116.000000 Penalty: 5994.621582
	Iteration 199Q: 3 clusters Score -2.293012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -22930138.000000 Penalty: 5994.621582
	Iteration 200F: 3 clusters Score -2.293014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -22930134.000000 Penalty: 5994.621582
	Iteration 201Q: 3 clusters Score -2.293013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -22930122.000000 Penalty: 5994.621582
	Iteration 202Q: 3 clusters Score -2.293012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -22930150.000000 Penalty: 5994.621582
	Iteration 203Q: 3 clusters Score -2.293015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -22930146.000000 Penalty: 5994.621582
	Iteration 204Q: 3 clusters Score -2.293015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -22930150.000000 Penalty: 5994.621582
	Iteration 205Q: 3 clusters Score -2.293015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -22930148.000000 Penalty: 5994.621582
	Iteration 206Q: 3 clusters Score -2.293015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -22930158.000000 Penalty: 5994.621582
	Iteration 207Q: 3 clusters Score -2.293016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -22930180.000000 Penalty: 5994.621582
	Iteration 208Q: 3 clusters Score -2.293018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 123977 members 
Entering Unmasked Estep 
Score: -22930174.000000 Penalty: 5994.621582
	Iteration 209Q: 3 clusters Score -2.293017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -22930158.000000 Penalty: 5994.621582
	Iteration 210Q: 3 clusters Score -2.293016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 124002 members 
Entering Unmasked Estep 
Score: -22930162.000000 Penalty: 5994.621582
	Iteration 211Q: 3 clusters Score -2.293016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 124018 members 
Entering Unmasked Estep 
Score: -22930130.000000 Penalty: 5994.621582
	Iteration 212Q: 3 clusters Score -2.293013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -22930136.000000 Penalty: 5994.621582
	Iteration 213Q: 3 clusters Score -2.293014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -22930182.000000 Penalty: 5994.621582
	Iteration 214Q: 3 clusters Score -2.293018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -22930168.000000 Penalty: 5994.621582
	Iteration 215Q: 3 clusters Score -2.293017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -22930160.000000 Penalty: 5994.621582
	Iteration 216Q: 3 clusters Score -2.293016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -22930188.000000 Penalty: 5994.621582
	Iteration 217Q: 3 clusters Score -2.293019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -22930208.000000 Penalty: 5994.621582
	Iteration 218Q: 3 clusters Score -2.293021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 124138 members 
Entering Unmasked Estep 
Score: -22930216.000000 Penalty: 5994.621582
	Iteration 219Q: 3 clusters Score -2.293022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -22930196.000000 Penalty: 5994.621582
	Iteration 220F: 3 clusters Score -2.29302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -22930210.000000 Penalty: 5994.621582
	Iteration 221Q: 3 clusters Score -2.293021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -22930200.000000 Penalty: 5994.621582
	Iteration 222Q: 3 clusters Score -2.29302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -22930188.000000 Penalty: 5994.621582
	Iteration 223Q: 3 clusters Score -2.293019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -22930168.000000 Penalty: 5994.621582
	Iteration 224Q: 3 clusters Score -2.293017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -22930184.000000 Penalty: 5994.621582
	Iteration 225Q: 3 clusters Score -2.293018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -22930180.000000 Penalty: 5994.621582
	Iteration 226Q: 3 clusters Score -2.293018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -22930198.000000 Penalty: 5994.621582
	Iteration 227Q: 3 clusters Score -2.29302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 124304 members 
Entering Unmasked Estep 
Score: -22930174.000000 Penalty: 5994.621582
	Iteration 228Q: 3 clusters Score -2.293017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 124321 members 
Entering Unmasked Estep 
Score: -22930178.000000 Penalty: 5994.621582
	Iteration 229Q: 3 clusters Score -2.293018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -22930178.000000 Penalty: 5994.621582
	Iteration 230Q: 3 clusters Score -2.293018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -22930186.000000 Penalty: 5994.621582
	Iteration 231Q: 3 clusters Score -2.293019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 124367 members 
Entering Unmasked Estep 
Score: -22930180.000000 Penalty: 5994.621582
	Iteration 232Q: 3 clusters Score -2.293018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 233Q: 3 clusters Score -2.29302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -22930182.000000 Penalty: 5994.621582
	Iteration 234Q: 3 clusters Score -2.293018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 235Q: 3 clusters Score -2.29302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -22930184.000000 Penalty: 5994.621582
	Iteration 236Q: 3 clusters Score -2.293018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -22930194.000000 Penalty: 5994.621582
	Iteration 237Q: 3 clusters Score -2.293019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -22930156.000000 Penalty: 5994.621582
	Iteration 238Q: 3 clusters Score -2.293016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -22930142.000000 Penalty: 5994.621582
	Iteration 239Q: 3 clusters Score -2.293014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -22930174.000000 Penalty: 5994.621582
	Iteration 240F: 3 clusters Score -2.293017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 124497 members 
Entering Unmasked Estep 
Score: -22930176.000000 Penalty: 5994.621582
	Iteration 241Q: 3 clusters Score -2.293018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -22930164.000000 Penalty: 5994.621582
	Iteration 242Q: 3 clusters Score -2.293016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -22930160.000000 Penalty: 5994.621582
	Iteration 243Q: 3 clusters Score -2.293016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -22930156.000000 Penalty: 5994.621582
	Iteration 244Q: 3 clusters Score -2.293016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -22930170.000000 Penalty: 5994.621582
	Iteration 245Q: 3 clusters Score -2.293017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 124545 members 
Entering Unmasked Estep 
Score: -22930176.000000 Penalty: 5994.621582
	Iteration 246Q: 3 clusters Score -2.293018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -22930176.000000 Penalty: 5994.621582
	Iteration 247Q: 3 clusters Score -2.293018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -22930160.000000 Penalty: 5994.621582
	Iteration 248Q: 3 clusters Score -2.293016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 124577 members 
Entering Unmasked Estep 
Score: -22930170.000000 Penalty: 5994.621582
	Iteration 249Q: 3 clusters Score -2.293017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -22930172.000000 Penalty: 5994.621582
	Iteration 250Q: 3 clusters Score -2.293017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -22930184.000000 Penalty: 5994.621582
	Iteration 251Q: 3 clusters Score -2.293018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -22930182.000000 Penalty: 5994.621582
	Iteration 252Q: 3 clusters Score -2.293018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -22930182.000000 Penalty: 5994.621582
	Iteration 253Q: 3 clusters Score -2.293018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -22930192.000000 Penalty: 5994.621582
	Iteration 254Q: 3 clusters Score -2.293019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -22930180.000000 Penalty: 5994.621582
	Iteration 255Q: 3 clusters Score -2.293018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -22930170.000000 Penalty: 5994.621582
	Iteration 256Q: 3 clusters Score -2.293017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -22930150.000000 Penalty: 5994.621582
	Iteration 257Q: 3 clusters Score -2.293015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -22930146.000000 Penalty: 5994.621582
	Iteration 258Q: 3 clusters Score -2.293015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -22930146.000000 Penalty: 5994.621582
	Iteration 259Q: 3 clusters Score -2.293015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -22930148.000000 Penalty: 5994.621582
	Iteration 260F: 3 clusters Score -2.293015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -22930178.000000 Penalty: 5994.621582
	Iteration 261Q: 3 clusters Score -2.293018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -22930178.000000 Penalty: 5994.621582
	Iteration 262Q: 3 clusters Score -2.293018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -22930176.000000 Penalty: 5994.621582
	Iteration 263Q: 3 clusters Score -2.293018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -22930190.000000 Penalty: 5994.621582
	Iteration 264Q: 3 clusters Score -2.293019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -22930172.000000 Penalty: 5994.621582
	Iteration 265Q: 3 clusters Score -2.293017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -22930190.000000 Penalty: 5994.621582
	Iteration 266Q: 3 clusters Score -2.293019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -22930198.000000 Penalty: 5994.621582
	Iteration 267Q: 3 clusters Score -2.29302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 268Q: 3 clusters Score -2.29302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -22930186.000000 Penalty: 5994.621582
	Iteration 269Q: 3 clusters Score -2.293019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 124834 members 
Entering Unmasked Estep 
Score: -22930186.000000 Penalty: 5994.621582
	Iteration 270Q: 3 clusters Score -2.293019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -22930188.000000 Penalty: 5994.621582
	Iteration 271Q: 3 clusters Score -2.293019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 272Q: 3 clusters Score -2.29302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 124846 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 273Q: 3 clusters Score -2.29302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 124846 members 
Entering Unmasked Estep 
Score: -22930202.000000 Penalty: 5994.621582
	Iteration 274F: 3 clusters Score -2.29302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201493 members 
Entering Unmasked Estep 
Score: -26104192.000000 Penalty: 3028.950439
	Iteration 0F: 2 clusters Score -2.610419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -25972502.000000 Penalty: 6057.900879
	Iteration 0F: 3 clusters Score -2.59725e+07 nChanged 96485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -26029222.000000 Penalty: 6057.900879
	Iteration 1F: 3 clusters Score -2.602922e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -26030324.000000 Penalty: 6057.900879
	Iteration 2Q: 3 clusters Score -2.603032e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -26032128.000000 Penalty: 6057.900879
	Iteration 3Q: 3 clusters Score -2.603213e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -26034614.000000 Penalty: 6057.900879
	Iteration 4Q: 3 clusters Score -2.603461e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -26038708.000000 Penalty: 6057.900879
	Iteration 5Q: 3 clusters Score -2.603871e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -26045982.000000 Penalty: 6057.900879
	Iteration 6F: 3 clusters Score -2.604598e+07 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -26057008.000000 Penalty: 6057.900879
	Iteration 7F: 3 clusters Score -2.605701e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -26070768.000000 Penalty: 6057.900879
	Iteration 8F: 3 clusters Score -2.607077e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -26082852.000000 Penalty: 6057.900879
	Iteration 9F: 3 clusters Score -2.608285e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173966 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -26090654.000000 Penalty: 6057.900879
	Iteration 10Q: 3 clusters Score -2.609065e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -26095236.000000 Penalty: 6057.900879
	Iteration 11Q: 3 clusters Score -2.609524e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184313 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -26098254.000000 Penalty: 6057.900879
	Iteration 12Q: 3 clusters Score -2.609825e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -26100160.000000 Penalty: 6057.900879
	Iteration 13Q: 3 clusters Score -2.610016e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -26101498.000000 Penalty: 6057.900879
	Iteration 14Q: 3 clusters Score -2.61015e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -26102246.000000 Penalty: 6057.900879
	Iteration 15Q: 3 clusters Score -2.610225e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193024 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -26102852.000000 Penalty: 6057.900879
	Iteration 16Q: 3 clusters Score -2.610285e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193954 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -26103084.000000 Penalty: 6057.900879
	Iteration 17Q: 3 clusters Score -2.610308e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194591 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -26103206.000000 Penalty: 6057.900879
	Iteration 18Q: 3 clusters Score -2.610321e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195077 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -26103328.000000 Penalty: 6057.900879
	Iteration 19Q: 3 clusters Score -2.610333e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -26103396.000000 Penalty: 6057.900879
	Iteration 20F: 3 clusters Score -2.61034e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195765 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -26103406.000000 Penalty: 6057.900879
	Iteration 21Q: 3 clusters Score -2.610341e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195993 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -26103430.000000 Penalty: 6057.900879
	Iteration 22Q: 3 clusters Score -2.610343e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196193 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -26103444.000000 Penalty: 6057.900879
	Iteration 23Q: 3 clusters Score -2.610344e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -26103470.000000 Penalty: 6057.900879
	Iteration 24Q: 3 clusters Score -2.610347e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196475 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -26103472.000000 Penalty: 6057.900879
	Iteration 25Q: 3 clusters Score -2.610347e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -26103498.000000 Penalty: 6057.900879
	Iteration 26Q: 3 clusters Score -2.61035e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196654 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -26103454.000000 Penalty: 6057.900879
	Iteration 27Q: 3 clusters Score -2.610345e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196714 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -26103480.000000 Penalty: 6057.900879
	Iteration 28Q: 3 clusters Score -2.610348e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196767 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -26103456.000000 Penalty: 6057.900879
	Iteration 29Q: 3 clusters Score -2.610346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -26103478.000000 Penalty: 6057.900879
	Iteration 30Q: 3 clusters Score -2.610348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196855 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -26103498.000000 Penalty: 6057.900879
	Iteration 31Q: 3 clusters Score -2.61035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196890 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -26103504.000000 Penalty: 6057.900879
	Iteration 32Q: 3 clusters Score -2.61035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196920 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -26103492.000000 Penalty: 6057.900879
	Iteration 33Q: 3 clusters Score -2.610349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196951 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -26103490.000000 Penalty: 6057.900879
	Iteration 34Q: 3 clusters Score -2.610349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196977 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -26103474.000000 Penalty: 6057.900879
	Iteration 35Q: 3 clusters Score -2.610347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197001 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -26103460.000000 Penalty: 6057.900879
	Iteration 36Q: 3 clusters Score -2.610346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197023 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -26103442.000000 Penalty: 6057.900879
	Iteration 37Q: 3 clusters Score -2.610344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -26103422.000000 Penalty: 6057.900879
	Iteration 38Q: 3 clusters Score -2.610342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197069 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -26103454.000000 Penalty: 6057.900879
	Iteration 39Q: 3 clusters Score -2.610345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197090 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -26103434.000000 Penalty: 6057.900879
	Iteration 40F: 3 clusters Score -2.610343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197106 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -26103438.000000 Penalty: 6057.900879
	Iteration 41Q: 3 clusters Score -2.610344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197113 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -26103450.000000 Penalty: 6057.900879
	Iteration 42Q: 3 clusters Score -2.610345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -26103464.000000 Penalty: 6057.900879
	Iteration 43Q: 3 clusters Score -2.610346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197132 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -26103464.000000 Penalty: 6057.900879
	Iteration 44Q: 3 clusters Score -2.610346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197144 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -26103468.000000 Penalty: 6057.900879
	Iteration 45Q: 3 clusters Score -2.610347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -26103458.000000 Penalty: 6057.900879
	Iteration 46Q: 3 clusters Score -2.610346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197170 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -26103468.000000 Penalty: 6057.900879
	Iteration 47Q: 3 clusters Score -2.610347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197182 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -26103488.000000 Penalty: 6057.900879
	Iteration 48Q: 3 clusters Score -2.610349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197187 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -26103494.000000 Penalty: 6057.900879
	Iteration 49Q: 3 clusters Score -2.610349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197190 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -26103492.000000 Penalty: 6057.900879
	Iteration 50Q: 3 clusters Score -2.610349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197193 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -26103508.000000 Penalty: 6057.900879
	Iteration 51Q: 3 clusters Score -2.610351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197195 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -26103516.000000 Penalty: 6057.900879
	Iteration 52Q: 3 clusters Score -2.610352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197199 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -26103488.000000 Penalty: 6057.900879
	Iteration 53Q: 3 clusters Score -2.610349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197200 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -26103504.000000 Penalty: 6057.900879
	Iteration 54Q: 3 clusters Score -2.61035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -26103490.000000 Penalty: 6057.900879
	Iteration 55Q: 3 clusters Score -2.610349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -26103480.000000 Penalty: 6057.900879
	Iteration 56Q: 3 clusters Score -2.610348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -26103480.000000 Penalty: 6057.900879
	Iteration 57F: 3 clusters Score -2.610348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 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 174 members 
Entering Unmasked Estep 
Score: -38866.214844 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38866.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39035.660156 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39035.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39076.714844 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -39076.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39095.105469 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -39095.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39105.117188 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -39105.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39108.945312 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -39108.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39115.011719 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -39115.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39116.312500 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -39116.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39116.312500 Penalty: 2911.171387
	Iteration 8F: 3 clusters Score -39116.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69891.640625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69891.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68359.570312 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68359.57 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68663.156250 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68663.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68836.023438 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68836.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69085.554688 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -69085.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69180.500000 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -69180.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69229.820312 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69229.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69290.789062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69290.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69326.914062 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69326.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69341.765625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69341.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69365.476562 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69365.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69380.320312 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -69380.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69397.421875 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -69397.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69405.414062 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -69405.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69408.562500 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -69408.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69419.687500 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -69419.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69447.054688 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -69447.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69480.421875 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -69480.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69534.585938 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -69534.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69560.429688 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -69560.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69575.070312 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -69575.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69613.710938 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -69613.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69640.140625 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -69640.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69645.335938 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -69645.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69646.679688 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -69646.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69646.679688 Penalty: 3192.330566
	Iteration 24F: 3 clusters Score -69646.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1101634.625000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1101635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1094818.250000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1094818 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1096683.875000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1096684 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1097011.000000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1097011 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1097260.000000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1097260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1097493.250000 Penalty: 4501.076172
	Iteration 4Q: 3 clusters Score -1097493 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1097744.875000 Penalty: 4501.076172
	Iteration 5Q: 3 clusters Score -1097745 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1098031.750000 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1098032 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1098326.625000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1098327 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1098631.250000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1098631 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1098946.000000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1098946 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1099296.750000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1099297 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1099639.000000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1099639 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1099936.500000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1099936 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1100123.625000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1100124 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1100245.500000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1100246 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1100327.000000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1100327 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1100400.375000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1100400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1100474.375000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1100474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1100577.500000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1100578 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1100677.875000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1100678 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1100785.375000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1100785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1100861.500000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1100862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1100893.750000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1100894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1100914.250000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1100914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1100929.125000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1100929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1100948.500000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1100948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1100958.875000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1100959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1100971.375000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1100971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1100983.750000 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1100984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1100991.250000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1100991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1100995.375000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1100995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1101000.125000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1101000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1101000.500000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1101000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1101004.000000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1101004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1101007.500000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1101008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1101011.625000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1101012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1101014.375000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1101014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1101018.500000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1101018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1101021.000000 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1101021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1101025.375000 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1101025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1101032.000000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1101032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1101032.375000 Penalty: 4501.076172
	Iteration 41Q: 3 clusters Score -1101032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1101032.125000 Penalty: 4501.076172
	Iteration 42Q: 3 clusters Score -1101032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1101033.625000 Penalty: 4501.076172
	Iteration 43Q: 3 clusters Score -1101034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1101032.125000 Penalty: 4501.076172
	Iteration 44Q: 3 clusters Score -1101032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1101032.625000 Penalty: 4501.076172
	Iteration 45Q: 3 clusters Score -1101033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1101033.250000 Penalty: 4501.076172
	Iteration 46Q: 3 clusters Score -1101033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1101033.500000 Penalty: 4501.076172
	Iteration 47Q: 3 clusters Score -1101034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1101035.750000 Penalty: 4501.076172
	Iteration 48Q: 3 clusters Score -1101036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1101037.000000 Penalty: 4501.076172
	Iteration 49Q: 3 clusters Score -1101037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1101037.625000 Penalty: 4501.076172
	Iteration 50Q: 3 clusters Score -1101038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1101035.625000 Penalty: 4501.076172
	Iteration 51Q: 3 clusters Score -1101036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1101035.625000 Penalty: 4501.076172
	Iteration 52F: 3 clusters Score -1101036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Entering Unmasked Estep 
Score: -21724284.000000 Penalty: 2983.480957
	Iteration 0F: 2 clusters Score -2.172428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -21615304.000000 Penalty: 5966.961914
	Iteration 0F: 3 clusters Score -2.16153e+07 nChanged 80454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -21662586.000000 Penalty: 5966.961914
	Iteration 1F: 3 clusters Score -2.166259e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -21663710.000000 Penalty: 5966.961914
	Iteration 2Q: 3 clusters Score -2.166371e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -21664856.000000 Penalty: 5966.961914
	Iteration 3Q: 3 clusters Score -2.166486e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -21666314.000000 Penalty: 5966.961914
	Iteration 4Q: 3 clusters Score -2.166631e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -21668144.000000 Penalty: 5966.961914
	Iteration 5Q: 3 clusters Score -2.166814e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -21670692.000000 Penalty: 5966.961914
	Iteration 6Q: 3 clusters Score -2.167069e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -21674280.000000 Penalty: 5966.961914
	Iteration 7Q: 3 clusters Score -2.167428e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -21679370.000000 Penalty: 5966.961914
	Iteration 8F: 3 clusters Score -2.167937e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -21685992.000000 Penalty: 5966.961914
	Iteration 9F: 3 clusters Score -2.168599e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116656 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -21692740.000000 Penalty: 5966.961914
	Iteration 10F: 3 clusters Score -2.169274e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121902 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -21697992.000000 Penalty: 5966.961914
	Iteration 11Q: 3 clusters Score -2.169799e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -21701114.000000 Penalty: 5966.961914
	Iteration 12Q: 3 clusters Score -2.170111e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -21703144.000000 Penalty: 5966.961914
	Iteration 13Q: 3 clusters Score -2.170314e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -21704588.000000 Penalty: 5966.961914
	Iteration 14Q: 3 clusters Score -2.170459e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -21705938.000000 Penalty: 5966.961914
	Iteration 15Q: 3 clusters Score -2.170594e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -21707362.000000 Penalty: 5966.961914
	Iteration 16Q: 3 clusters Score -2.170736e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -21709148.000000 Penalty: 5966.961914
	Iteration 17Q: 3 clusters Score -2.170915e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -21710700.000000 Penalty: 5966.961914
	Iteration 18Q: 3 clusters Score -2.17107e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -21712140.000000 Penalty: 5966.961914
	Iteration 19Q: 3 clusters Score -2.171214e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -21713484.000000 Penalty: 5966.961914
	Iteration 20F: 3 clusters Score -2.171348e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -21714916.000000 Penalty: 5966.961914
	Iteration 21Q: 3 clusters Score -2.171492e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -21716076.000000 Penalty: 5966.961914
	Iteration 22Q: 3 clusters Score -2.171608e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -21717168.000000 Penalty: 5966.961914
	Iteration 23Q: 3 clusters Score -2.171717e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -21718226.000000 Penalty: 5966.961914
	Iteration 24Q: 3 clusters Score -2.171823e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21719050.000000 Penalty: 5966.961914
	Iteration 25Q: 3 clusters Score -2.171905e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21719666.000000 Penalty: 5966.961914
	Iteration 26Q: 3 clusters Score -2.171967e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21720268.000000 Penalty: 5966.961914
	Iteration 27Q: 3 clusters Score -2.172027e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21720704.000000 Penalty: 5966.961914
	Iteration 28Q: 3 clusters Score -2.17207e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21720986.000000 Penalty: 5966.961914
	Iteration 29Q: 3 clusters Score -2.172099e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -21721170.000000 Penalty: 5966.961914
	Iteration 30Q: 3 clusters Score -2.172117e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21721284.000000 Penalty: 5966.961914
	Iteration 31Q: 3 clusters Score -2.172128e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21721348.000000 Penalty: 5966.961914
	Iteration 32Q: 3 clusters Score -2.172135e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21721396.000000 Penalty: 5966.961914
	Iteration 33Q: 3 clusters Score -2.17214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21721430.000000 Penalty: 5966.961914
	Iteration 34Q: 3 clusters Score -2.172143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21721448.000000 Penalty: 5966.961914
	Iteration 35Q: 3 clusters Score -2.172145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21721474.000000 Penalty: 5966.961914
	Iteration 36Q: 3 clusters Score -2.172147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21721514.000000 Penalty: 5966.961914
	Iteration 37Q: 3 clusters Score -2.172151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21721518.000000 Penalty: 5966.961914
	Iteration 38Q: 3 clusters Score -2.172152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21721554.000000 Penalty: 5966.961914
	Iteration 39Q: 3 clusters Score -2.172155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21721562.000000 Penalty: 5966.961914
	Iteration 40F: 3 clusters Score -2.172156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21721580.000000 Penalty: 5966.961914
	Iteration 41Q: 3 clusters Score -2.172158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21721578.000000 Penalty: 5966.961914
	Iteration 42Q: 3 clusters Score -2.172158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21721588.000000 Penalty: 5966.961914
	Iteration 43Q: 3 clusters Score -2.172159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21721564.000000 Penalty: 5966.961914
	Iteration 44Q: 3 clusters Score -2.172156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21721568.000000 Penalty: 5966.961914
	Iteration 45Q: 3 clusters Score -2.172157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167107 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21721560.000000 Penalty: 5966.961914
	Iteration 46Q: 3 clusters Score -2.172156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167112 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21721564.000000 Penalty: 5966.961914
	Iteration 47Q: 3 clusters Score -2.172156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21721564.000000 Penalty: 5966.961914
	Iteration 48Q: 3 clusters Score -2.172156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21721572.000000 Penalty: 5966.961914
	Iteration 49Q: 3 clusters Score -2.172157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21721582.000000 Penalty: 5966.961914
	Iteration 50Q: 3 clusters Score -2.172158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21721592.000000 Penalty: 5966.961914
	Iteration 51Q: 3 clusters Score -2.172159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21721606.000000 Penalty: 5966.961914
	Iteration 52Q: 3 clusters Score -2.172161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21721606.000000 Penalty: 5966.961914
	Iteration 53Q: 3 clusters Score -2.172161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21721602.000000 Penalty: 5966.961914
	Iteration 54Q: 3 clusters Score -2.17216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21721604.000000 Penalty: 5966.961914
	Iteration 55Q: 3 clusters Score -2.17216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -21721596.000000 Penalty: 5966.961914
	Iteration 56Q: 3 clusters Score -2.17216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21721594.000000 Penalty: 5966.961914
	Iteration 57Q: 3 clusters Score -2.172159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167138 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21721618.000000 Penalty: 5966.961914
	Iteration 58Q: 3 clusters Score -2.172162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21721620.000000 Penalty: 5966.961914
	Iteration 59Q: 3 clusters Score -2.172162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21721604.000000 Penalty: 5966.961914
	Iteration 60F: 3 clusters Score -2.17216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21721602.000000 Penalty: 5966.961914
	Iteration 61Q: 3 clusters Score -2.17216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21721614.000000 Penalty: 5966.961914
	Iteration 62Q: 3 clusters Score -2.172161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21721614.000000 Penalty: 5966.961914
	Iteration 63F: 3 clusters Score -2.172161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Entering Unmasked Estep 
Score: -8912961.000000 Penalty: 2769.182861
	Iteration 0F: 2 clusters Score -8912961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -8865548.000000 Penalty: 5538.365723
	Iteration 0F: 3 clusters Score -8865548 nChanged 33112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -8883991.000000 Penalty: 5538.365723
	Iteration 1F: 3 clusters Score -8883991 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -8884503.000000 Penalty: 5538.365723
	Iteration 2Q: 3 clusters Score -8884503 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8885004.000000 Penalty: 5538.365723
	Iteration 3Q: 3 clusters Score -8885004 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -8885399.000000 Penalty: 5538.365723
	Iteration 4Q: 3 clusters Score -8885399 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8885802.000000 Penalty: 5538.365723
	Iteration 5Q: 3 clusters Score -8885802 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8886286.000000 Penalty: 5538.365723
	Iteration 6Q: 3 clusters Score -8886286 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8886830.000000 Penalty: 5538.365723
	Iteration 7Q: 3 clusters Score -8886830 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8887464.000000 Penalty: 5538.365723
	Iteration 8Q: 3 clusters Score -8887464 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8888199.000000 Penalty: 5538.365723
	Iteration 9Q: 3 clusters Score -8888199 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -8889113.000000 Penalty: 5538.365723
	Iteration 10Q: 3 clusters Score -8889113 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -8890264.000000 Penalty: 5538.365723
	Iteration 11Q: 3 clusters Score -8890264 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -8891936.000000 Penalty: 5538.365723
	Iteration 12Q: 3 clusters Score -8891936 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8894009.000000 Penalty: 5538.365723
	Iteration 13Q: 3 clusters Score -8894009 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8895980.000000 Penalty: 5538.365723
	Iteration 14Q: 3 clusters Score -8895980 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8897654.000000 Penalty: 5538.365723
	Iteration 15Q: 3 clusters Score -8897654 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8898883.000000 Penalty: 5538.365723
	Iteration 16Q: 3 clusters Score -8898883 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -8899873.000000 Penalty: 5538.365723
	Iteration 17Q: 3 clusters Score -8899873 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -8900647.000000 Penalty: 5538.365723
	Iteration 18Q: 3 clusters Score -8900647 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -8901387.000000 Penalty: 5538.365723
	Iteration 19Q: 3 clusters Score -8901387 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -8902201.000000 Penalty: 5538.365723
	Iteration 20F: 3 clusters Score -8902201 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -8902920.000000 Penalty: 5538.365723
	Iteration 21Q: 3 clusters Score -8902920 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -8903678.000000 Penalty: 5538.365723
	Iteration 22Q: 3 clusters Score -8903678 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -8904383.000000 Penalty: 5538.365723
	Iteration 23Q: 3 clusters Score -8904383 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -8905141.000000 Penalty: 5538.365723
	Iteration 24Q: 3 clusters Score -8905141 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -8905904.000000 Penalty: 5538.365723
	Iteration 25Q: 3 clusters Score -8905904 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -8906487.000000 Penalty: 5538.365723
	Iteration 26Q: 3 clusters Score -8906487 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8907192.000000 Penalty: 5538.365723
	Iteration 27Q: 3 clusters Score -8907192 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -8907716.000000 Penalty: 5538.365723
	Iteration 28Q: 3 clusters Score -8907716 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -8908207.000000 Penalty: 5538.365723
	Iteration 29Q: 3 clusters Score -8908207 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -8908615.000000 Penalty: 5538.365723
	Iteration 30Q: 3 clusters Score -8908615 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8908974.000000 Penalty: 5538.365723
	Iteration 31Q: 3 clusters Score -8908974 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -8909305.000000 Penalty: 5538.365723
	Iteration 32Q: 3 clusters Score -8909305 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -8909580.000000 Penalty: 5538.365723
	Iteration 33Q: 3 clusters Score -8909580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -8909825.000000 Penalty: 5538.365723
	Iteration 34Q: 3 clusters Score -8909825 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -8909978.000000 Penalty: 5538.365723
	Iteration 35Q: 3 clusters Score -8909978 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -8910116.000000 Penalty: 5538.365723
	Iteration 36Q: 3 clusters Score -8910116 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -8910225.000000 Penalty: 5538.365723
	Iteration 37Q: 3 clusters Score -8910225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -8910282.000000 Penalty: 5538.365723
	Iteration 38Q: 3 clusters Score -8910282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -8910360.000000 Penalty: 5538.365723
	Iteration 39Q: 3 clusters Score -8910360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -8910396.000000 Penalty: 5538.365723
	Iteration 40F: 3 clusters Score -8910396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -8910445.000000 Penalty: 5538.365723
	Iteration 41Q: 3 clusters Score -8910445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -8910475.000000 Penalty: 5538.365723
	Iteration 42Q: 3 clusters Score -8910475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -8910499.000000 Penalty: 5538.365723
	Iteration 43Q: 3 clusters Score -8910499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -8910512.000000 Penalty: 5538.365723
	Iteration 44Q: 3 clusters Score -8910512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -8910539.000000 Penalty: 5538.365723
	Iteration 45Q: 3 clusters Score -8910539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -8910554.000000 Penalty: 5538.365723
	Iteration 46Q: 3 clusters Score -8910554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -8910558.000000 Penalty: 5538.365723
	Iteration 47Q: 3 clusters Score -8910558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -8910575.000000 Penalty: 5538.365723
	Iteration 48Q: 3 clusters Score -8910575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -8910583.000000 Penalty: 5538.365723
	Iteration 49Q: 3 clusters Score -8910583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -8910586.000000 Penalty: 5538.365723
	Iteration 50Q: 3 clusters Score -8910586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -8910592.000000 Penalty: 5538.365723
	Iteration 51Q: 3 clusters Score -8910592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -8910598.000000 Penalty: 5538.365723
	Iteration 52Q: 3 clusters Score -8910598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8910602.000000 Penalty: 5538.365723
	Iteration 53Q: 3 clusters Score -8910602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -8910609.000000 Penalty: 5538.365723
	Iteration 54Q: 3 clusters Score -8910609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -8910613.000000 Penalty: 5538.365723
	Iteration 55Q: 3 clusters Score -8910613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -8910609.000000 Penalty: 5538.365723
	Iteration 56Q: 3 clusters Score -8910609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -8910611.000000 Penalty: 5538.365723
	Iteration 57Q: 3 clusters Score -8910611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -8910609.000000 Penalty: 5538.365723
	Iteration 58Q: 3 clusters Score -8910609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -8910621.000000 Penalty: 5538.365723
	Iteration 59Q: 3 clusters Score -8910621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -8910621.000000 Penalty: 5538.365723
	Iteration 60F: 3 clusters Score -8910621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Entering Unmasked Estep 
Score: -10928049.000000 Penalty: 2813.164551
	Iteration 0F: 2 clusters Score -1.092805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -10871982.000000 Penalty: 5626.329102
	Iteration 0F: 3 clusters Score -1.087198e+07 nChanged 39551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -10894114.000000 Penalty: 5626.329102
	Iteration 1F: 3 clusters Score -1.089411e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -10894830.000000 Penalty: 5626.329102
	Iteration 2Q: 3 clusters Score -1.089483e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -10895627.000000 Penalty: 5626.329102
	Iteration 3Q: 3 clusters Score -1.089563e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -10896924.000000 Penalty: 5626.329102
	Iteration 4Q: 3 clusters Score -1.089692e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -10898833.000000 Penalty: 5626.329102
	Iteration 5Q: 3 clusters Score -1.089883e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -10901432.000000 Penalty: 5626.329102
	Iteration 6Q: 3 clusters Score -1.090143e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -10904905.000000 Penalty: 5626.329102
	Iteration 7F: 3 clusters Score -1.09049e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -10909056.000000 Penalty: 5626.329102
	Iteration 8F: 3 clusters Score -1.090906e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -10913398.000000 Penalty: 5626.329102
	Iteration 9F: 3 clusters Score -1.09134e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -10917160.000000 Penalty: 5626.329102
	Iteration 10F: 3 clusters Score -1.091716e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -10920145.000000 Penalty: 5626.329102
	Iteration 11Q: 3 clusters Score -1.092014e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -10922226.000000 Penalty: 5626.329102
	Iteration 12Q: 3 clusters Score -1.092223e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -10923493.000000 Penalty: 5626.329102
	Iteration 13Q: 3 clusters Score -1.092349e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -10924328.000000 Penalty: 5626.329102
	Iteration 14Q: 3 clusters Score -1.092433e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -10924787.000000 Penalty: 5626.329102
	Iteration 15Q: 3 clusters Score -1.092479e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10925060.000000 Penalty: 5626.329102
	Iteration 16Q: 3 clusters Score -1.092506e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -10925243.000000 Penalty: 5626.329102
	Iteration 17Q: 3 clusters Score -1.092524e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -10925363.000000 Penalty: 5626.329102
	Iteration 18Q: 3 clusters Score -1.092536e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -10925444.000000 Penalty: 5626.329102
	Iteration 19Q: 3 clusters Score -1.092544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -10925478.000000 Penalty: 5626.329102
	Iteration 20F: 3 clusters Score -1.092548e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -10925507.000000 Penalty: 5626.329102
	Iteration 21Q: 3 clusters Score -1.092551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -10925522.000000 Penalty: 5626.329102
	Iteration 22Q: 3 clusters Score -1.092552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -10925545.000000 Penalty: 5626.329102
	Iteration 23Q: 3 clusters Score -1.092554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10925551.000000 Penalty: 5626.329102
	Iteration 24Q: 3 clusters Score -1.092555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -10925565.000000 Penalty: 5626.329102
	Iteration 25Q: 3 clusters Score -1.092556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -10925565.000000 Penalty: 5626.329102
	Iteration 26Q: 3 clusters Score -1.092556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -10925579.000000 Penalty: 5626.329102
	Iteration 27Q: 3 clusters Score -1.092558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -10925587.000000 Penalty: 5626.329102
	Iteration 28Q: 3 clusters Score -1.092559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -10925609.000000 Penalty: 5626.329102
	Iteration 29Q: 3 clusters Score -1.092561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -10925615.000000 Penalty: 5626.329102
	Iteration 30Q: 3 clusters Score -1.092562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -10925611.000000 Penalty: 5626.329102
	Iteration 31Q: 3 clusters Score -1.092561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -10925632.000000 Penalty: 5626.329102
	Iteration 32Q: 3 clusters Score -1.092563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -10925634.000000 Penalty: 5626.329102
	Iteration 33Q: 3 clusters Score -1.092563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -10925638.000000 Penalty: 5626.329102
	Iteration 34Q: 3 clusters Score -1.092564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -10925637.000000 Penalty: 5626.329102
	Iteration 35Q: 3 clusters Score -1.092564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -10925647.000000 Penalty: 5626.329102
	Iteration 36Q: 3 clusters Score -1.092565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -10925647.000000 Penalty: 5626.329102
	Iteration 37Q: 3 clusters Score -1.092565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -10925657.000000 Penalty: 5626.329102
	Iteration 38Q: 3 clusters Score -1.092566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -10925652.000000 Penalty: 5626.329102
	Iteration 39Q: 3 clusters Score -1.092565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -10925662.000000 Penalty: 5626.329102
	Iteration 40F: 3 clusters Score -1.092566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10925664.000000 Penalty: 5626.329102
	Iteration 41Q: 3 clusters Score -1.092566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10925664.000000 Penalty: 5626.329102
	Iteration 42F: 3 clusters Score -1.092566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61926.058594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61926.06 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 253 members 
Entering Unmasked Estep 
Score: -60395.140625 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -60395.14 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60574.699219 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -60574.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60630.289062 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -60630.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60660.597656 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60660.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60688.945312 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60688.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60713.152344 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60713.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60733.804688 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60733.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60758.250000 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60758.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60775.011719 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -60775.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60793.156250 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -60793.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60798.566406 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -60798.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60813.226562 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -60813.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60836.703125 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -60836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60864.593750 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -60864.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60881.671875 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -60881.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60895.398438 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -60895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60921.734375 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -60921.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60958.984375 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -60958.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61092.054688 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -61092.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61110.617188 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -61110.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61129.132812 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -61129.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61140.238281 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -61140.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61142.218750 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -61142.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61145.593750 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -61145.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61147.968750 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -61147.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61154.511719 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -61154.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61156.546875 Penalty: 3123.366211
	Iteration 26Q: 3 clusters Score -61156.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61161.132812 Penalty: 3123.366211
	Iteration 27Q: 3 clusters Score -61161.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61169.742188 Penalty: 3123.366211
	Iteration 28Q: 3 clusters Score -61169.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61172.566406 Penalty: 3123.366211
	Iteration 29Q: 3 clusters Score -61172.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61176.839844 Penalty: 3123.366211
	Iteration 30Q: 3 clusters Score -61176.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61177.773438 Penalty: 3123.366211
	Iteration 31Q: 3 clusters Score -61177.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61177.773438 Penalty: 3123.366211
	Iteration 32F: 3 clusters Score -61177.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -330703.968750 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -330704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -327738.187500 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -327738.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -328252.656250 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -328252.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -328392.875000 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -328392.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328481.468750 Penalty: 3874.135986
	Iteration 3Q: 3 clusters Score -328481.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -328540.250000 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -328540.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328583.437500 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -328583.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328606.781250 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -328606.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -328624.156250 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -328624.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -328634.812500 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -328634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328638.437500 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -328638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328641.750000 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -328641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328645.250000 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -328645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328648.406250 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -328648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328649.312500 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -328649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -328650.812500 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -328650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -328652.406250 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -328652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -328653.656250 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -328653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -328654.593750 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -328654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328655.406250 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -328655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328655.875000 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -328655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -328657.156250 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -328657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -328657.062500 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -328657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -328657.062500 Penalty: 3874.135986
	Iteration 22F: 3 clusters Score -328657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28755.486328 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28755.49 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 130 members 
Entering Unmasked Estep 
Score: -27610.478516 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27610.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27694.837891 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27694.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27719.898438 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27726.998047 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27726.998047 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -27727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131931.250000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129931.117188 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -129931.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130314.960938 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130459.164062 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -130459.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130662.242188 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -130662.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130958.742188 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -130958.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131322.031250 Penalty: 3483.784424
	Iteration 5F: 3 clusters Score -131322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -131526.109375 Penalty: 3483.784424
	Iteration 6F: 3 clusters Score -131526.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131638.968750 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -131686.609375 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -131705.765625 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131719.031250 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -131719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131725.171875 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -131725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131734.812500 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -131734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131738.421875 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -131738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131738.421875 Penalty: 3483.784424
	Iteration 14F: 3 clusters Score -131738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -484445.343750 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -484445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -480667.562500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -480667.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -481439.312500 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -481439.3 nChanged 276
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: -481611.406250 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -481611.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -481739.093750 Penalty: 4092.177734
	Iteration 3Q: 3 clusters Score -481739.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -481831.187500 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -481831.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -481902.375000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -481902.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -481966.500000 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -481966.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -482032.625000 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -482032.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -482095.125000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -482095.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -482174.281250 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -482174.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -482241.000000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -482241 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -482296.906250 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -482296.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -482332.125000 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -482332.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -482364.125000 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -482364.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -482389.187500 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -482389.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -482413.500000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -482413.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -482442.031250 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -482442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -482464.156250 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -482464.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -482484.281250 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -482484.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -482497.718750 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -482497.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -482517.156250 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -482517.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -482531.687500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -482531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -482537.343750 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -482537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482541.968750 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -482542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -482550.031250 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -482550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -482555.468750 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -482555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -482559.875000 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -482559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -482565.031250 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -482565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -482568.593750 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -482568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -482571.593750 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -482571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -482574.250000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -482574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482577.562500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -482577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -482579.593750 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -482579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -482582.750000 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -482582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -482585.250000 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -482585.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -482589.656250 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -482589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -482593.125000 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -482593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -482594.281250 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -482594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -482595.156250 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -482595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -482597.000000 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -482597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -482597.000000 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -482597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -972318.312500 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -972318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -965885.250000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -965885.2 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -967591.437500 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -967591.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -967962.437500 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -967962.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -968245.750000 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -968245.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -968501.562500 Penalty: 4455.537109
	Iteration 4F: 3 clusters Score -968501.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -968756.750000 Penalty: 4455.537109
	Iteration 5Q: 3 clusters Score -968756.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -969032.750000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -969032.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -969293.125000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -969293.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -969509.312500 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -969509.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -969720.562500 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -969720.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -969884.750000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -969884.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -970035.187500 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -970035.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -970150.875000 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -970150.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -970252.875000 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -970252.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -970322.000000 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -970322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -970368.125000 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -970368.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -970411.125000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -970411.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -970451.875000 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -970451.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -970496.062500 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -970496.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -970547.687500 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -970547.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -970606.000000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -970606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -970686.750000 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -970686.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -970767.312500 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -970767.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -970846.937500 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -970846.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -970919.000000 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -970919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -970982.875000 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -970982.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -971036.562500 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -971036.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -971080.125000 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -971080.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -971119.750000 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -971119.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -971158.812500 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -971158.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -971189.000000 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -971189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -971217.687500 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -971217.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -971244.000000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -971244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -971271.125000 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -971271.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -971296.062500 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -971296.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -971320.625000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -971320.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -971339.500000 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -971339.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -971354.625000 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -971354.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -971367.875000 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -971367.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -971378.625000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -971378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -971389.000000 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -971389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -971402.500000 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -971402.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -971410.750000 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -971410.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -971421.000000 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -971421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -971426.937500 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -971426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -971434.500000 Penalty: 4455.537109
	Iteration 45Q: 3 clusters Score -971434.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -971439.000000 Penalty: 4455.537109
	Iteration 46Q: 3 clusters Score -971439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -971444.875000 Penalty: 4455.537109
	Iteration 47Q: 3 clusters Score -971444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -971451.812500 Penalty: 4455.537109
	Iteration 48Q: 3 clusters Score -971451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -971460.437500 Penalty: 4455.537109
	Iteration 49Q: 3 clusters Score -971460.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -971470.625000 Penalty: 4455.537109
	Iteration 50Q: 3 clusters Score -971470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -971480.875000 Penalty: 4455.537109
	Iteration 51Q: 3 clusters Score -971480.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -971489.875000 Penalty: 4455.537109
	Iteration 52Q: 3 clusters Score -971489.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -971502.812500 Penalty: 4455.537109
	Iteration 53Q: 3 clusters Score -971502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -971513.625000 Penalty: 4455.537109
	Iteration 54Q: 3 clusters Score -971513.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -971524.687500 Penalty: 4455.537109
	Iteration 55Q: 3 clusters Score -971524.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -971536.187500 Penalty: 4455.537109
	Iteration 56Q: 3 clusters Score -971536.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -971552.812500 Penalty: 4455.537109
	Iteration 57Q: 3 clusters Score -971552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -971563.562500 Penalty: 4455.537109
	Iteration 58Q: 3 clusters Score -971563.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -971573.750000 Penalty: 4455.537109
	Iteration 59Q: 3 clusters Score -971573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -971582.000000 Penalty: 4455.537109
	Iteration 60F: 3 clusters Score -971582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -971587.687500 Penalty: 4455.537109
	Iteration 61Q: 3 clusters Score -971587.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -971593.250000 Penalty: 4455.537109
	Iteration 62Q: 3 clusters Score -971593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -971600.687500 Penalty: 4455.537109
	Iteration 63Q: 3 clusters Score -971600.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -971606.562500 Penalty: 4455.537109
	Iteration 64Q: 3 clusters Score -971606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -971610.687500 Penalty: 4455.537109
	Iteration 65Q: 3 clusters Score -971610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -971612.000000 Penalty: 4455.537109
	Iteration 66Q: 3 clusters Score -971612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -971612.375000 Penalty: 4455.537109
	Iteration 67Q: 3 clusters Score -971612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -971612.937500 Penalty: 4455.537109
	Iteration 68Q: 3 clusters Score -971612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -971612.062500 Penalty: 4455.537109
	Iteration 69Q: 3 clusters Score -971612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -971613.937500 Penalty: 4455.537109
	Iteration 70Q: 3 clusters Score -971613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -971614.312500 Penalty: 4455.537109
	Iteration 71Q: 3 clusters Score -971614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -971614.562500 Penalty: 4455.537109
	Iteration 72Q: 3 clusters Score -971614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -971615.000000 Penalty: 4455.537109
	Iteration 73Q: 3 clusters Score -971615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -971614.812500 Penalty: 4455.537109
	Iteration 74Q: 3 clusters Score -971614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -971614.812500 Penalty: 4455.537109
	Iteration 75F: 3 clusters Score -971614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -208918.828125 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208918.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209290.484375 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209290.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -209403.156250 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209403.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209466.250000 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209466.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -209502.640625 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209502.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -209527.296875 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209527.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209545.031250 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209555.406250 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209559.968750 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -209563.375000 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -209566.328125 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -209568.625000 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209569.343750 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -209569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209569.343750 Penalty: 3668.582275
	Iteration 13F: 3 clusters Score -209569.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -610623.062500 Penalty: 2111.120605
	Iteration 0F: 2 clusters Score -610623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -606168.312500 Penalty: 4222.241211
	Iteration 0F: 3 clusters Score -606168.3 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -607206.375000 Penalty: 4222.241211
	Iteration 1F: 3 clusters Score -607206.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -607435.562500 Penalty: 4222.241211
	Iteration 2F: 3 clusters Score -607435.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -607588.687500 Penalty: 4222.241211
	Iteration 3F: 3 clusters Score -607588.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -607694.125000 Penalty: 4222.241211
	Iteration 4Q: 3 clusters Score -607694.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -607781.875000 Penalty: 4222.241211
	Iteration 5Q: 3 clusters Score -607781.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -607866.187500 Penalty: 4222.241211
	Iteration 6Q: 3 clusters Score -607866.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -607962.062500 Penalty: 4222.241211
	Iteration 7Q: 3 clusters Score -607962.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608039.500000 Penalty: 4222.241211
	Iteration 8Q: 3 clusters Score -608039.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -608104.437500 Penalty: 4222.241211
	Iteration 9Q: 3 clusters Score -608104.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -608169.062500 Penalty: 4222.241211
	Iteration 10Q: 3 clusters Score -608169.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -608241.625000 Penalty: 4222.241211
	Iteration 11Q: 3 clusters Score -608241.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -608308.187500 Penalty: 4222.241211
	Iteration 12Q: 3 clusters Score -608308.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -608378.937500 Penalty: 4222.241211
	Iteration 13Q: 3 clusters Score -608378.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -608449.500000 Penalty: 4222.241211
	Iteration 14Q: 3 clusters Score -608449.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -608520.937500 Penalty: 4222.241211
	Iteration 15Q: 3 clusters Score -608520.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -608601.250000 Penalty: 4222.241211
	Iteration 16Q: 3 clusters Score -608601.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -608690.875000 Penalty: 4222.241211
	Iteration 17Q: 3 clusters Score -608690.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -608763.562500 Penalty: 4222.241211
	Iteration 18Q: 3 clusters Score -608763.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -608826.562500 Penalty: 4222.241211
	Iteration 19Q: 3 clusters Score -608826.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -608867.062500 Penalty: 4222.241211
	Iteration 20F: 3 clusters Score -608867.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -608905.000000 Penalty: 4222.241211
	Iteration 21Q: 3 clusters Score -608905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -608930.812500 Penalty: 4222.241211
	Iteration 22Q: 3 clusters Score -608930.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -608947.437500 Penalty: 4222.241211
	Iteration 23Q: 3 clusters Score -608947.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -608959.312500 Penalty: 4222.241211
	Iteration 24Q: 3 clusters Score -608959.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -608967.562500 Penalty: 4222.241211
	Iteration 25Q: 3 clusters Score -608967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -608972.625000 Penalty: 4222.241211
	Iteration 26Q: 3 clusters Score -608972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -608979.250000 Penalty: 4222.241211
	Iteration 27Q: 3 clusters Score -608979.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -608982.687500 Penalty: 4222.241211
	Iteration 28Q: 3 clusters Score -608982.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -608985.500000 Penalty: 4222.241211
	Iteration 29Q: 3 clusters Score -608985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -608987.750000 Penalty: 4222.241211
	Iteration 30Q: 3 clusters Score -608987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -608989.312500 Penalty: 4222.241211
	Iteration 31Q: 3 clusters Score -608989.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -608992.000000 Penalty: 4222.241211
	Iteration 32Q: 3 clusters Score -608992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -608997.000000 Penalty: 4222.241211
	Iteration 33Q: 3 clusters Score -608997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -609001.812500 Penalty: 4222.241211
	Iteration 34Q: 3 clusters Score -609001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -609006.687500 Penalty: 4222.241211
	Iteration 35Q: 3 clusters Score -609006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -609008.062500 Penalty: 4222.241211
	Iteration 36Q: 3 clusters Score -609008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -609010.312500 Penalty: 4222.241211
	Iteration 37Q: 3 clusters Score -609010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -609011.062500 Penalty: 4222.241211
	Iteration 38Q: 3 clusters Score -609011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -609011.062500 Penalty: 4222.241211
	Iteration 39F: 3 clusters Score -609011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Entering Unmasked Estep 
Score: -18701332.000000 Penalty: 2946.077637
	Iteration 0F: 2 clusters Score -1.870133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -18606274.000000 Penalty: 5892.155273
	Iteration 0F: 3 clusters Score -1.860627e+07 nChanged 68963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -18646508.000000 Penalty: 5892.155273
	Iteration 1F: 3 clusters Score -1.864651e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -18647668.000000 Penalty: 5892.155273
	Iteration 2Q: 3 clusters Score -1.864767e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -18649580.000000 Penalty: 5892.155273
	Iteration 3Q: 3 clusters Score -1.864958e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -18651904.000000 Penalty: 5892.155273
	Iteration 4Q: 3 clusters Score -1.86519e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -18655210.000000 Penalty: 5892.155273
	Iteration 5Q: 3 clusters Score -1.865521e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -18659870.000000 Penalty: 5892.155273
	Iteration 6F: 3 clusters Score -1.865987e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -18666184.000000 Penalty: 5892.155273
	Iteration 7F: 3 clusters Score -1.866618e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -18672746.000000 Penalty: 5892.155273
	Iteration 8F: 3 clusters Score -1.867275e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -18677384.000000 Penalty: 5892.155273
	Iteration 9F: 3 clusters Score -1.867738e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -18679848.000000 Penalty: 5892.155273
	Iteration 10Q: 3 clusters Score -1.867985e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -18680940.000000 Penalty: 5892.155273
	Iteration 11Q: 3 clusters Score -1.868094e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -18681378.000000 Penalty: 5892.155273
	Iteration 12Q: 3 clusters Score -1.868138e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -18681788.000000 Penalty: 5892.155273
	Iteration 13Q: 3 clusters Score -1.868179e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -18682220.000000 Penalty: 5892.155273
	Iteration 14Q: 3 clusters Score -1.868222e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -18682580.000000 Penalty: 5892.155273
	Iteration 15Q: 3 clusters Score -1.868258e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -18682998.000000 Penalty: 5892.155273
	Iteration 16Q: 3 clusters Score -1.8683e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -18683256.000000 Penalty: 5892.155273
	Iteration 17Q: 3 clusters Score -1.868326e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -18683560.000000 Penalty: 5892.155273
	Iteration 18Q: 3 clusters Score -1.868356e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -18683816.000000 Penalty: 5892.155273
	Iteration 19Q: 3 clusters Score -1.868382e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -18684070.000000 Penalty: 5892.155273
	Iteration 20F: 3 clusters Score -1.868407e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -18684310.000000 Penalty: 5892.155273
	Iteration 21Q: 3 clusters Score -1.868431e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -18684584.000000 Penalty: 5892.155273
	Iteration 22Q: 3 clusters Score -1.868458e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -18684860.000000 Penalty: 5892.155273
	Iteration 23Q: 3 clusters Score -1.868486e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -18685136.000000 Penalty: 5892.155273
	Iteration 24Q: 3 clusters Score -1.868514e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -18685278.000000 Penalty: 5892.155273
	Iteration 25Q: 3 clusters Score -1.868528e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -18685452.000000 Penalty: 5892.155273
	Iteration 26Q: 3 clusters Score -1.868545e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -18685624.000000 Penalty: 5892.155273
	Iteration 27Q: 3 clusters Score -1.868562e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -18685802.000000 Penalty: 5892.155273
	Iteration 28Q: 3 clusters Score -1.86858e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -18685914.000000 Penalty: 5892.155273
	Iteration 29Q: 3 clusters Score -1.868591e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -18686164.000000 Penalty: 5892.155273
	Iteration 30Q: 3 clusters Score -1.868616e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -18686458.000000 Penalty: 5892.155273
	Iteration 31Q: 3 clusters Score -1.868646e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -18686708.000000 Penalty: 5892.155273
	Iteration 32Q: 3 clusters Score -1.868671e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -18686886.000000 Penalty: 5892.155273
	Iteration 33Q: 3 clusters Score -1.868689e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 103150 members 
Entering Unmasked Estep 
Score: -18687140.000000 Penalty: 5892.155273
	Iteration 34Q: 3 clusters Score -1.868714e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -18687492.000000 Penalty: 5892.155273
	Iteration 35Q: 3 clusters Score -1.868749e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -18687760.000000 Penalty: 5892.155273
	Iteration 36Q: 3 clusters Score -1.868776e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -18688170.000000 Penalty: 5892.155273
	Iteration 37Q: 3 clusters Score -1.868817e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -18688484.000000 Penalty: 5892.155273
	Iteration 38Q: 3 clusters Score -1.868848e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -18688892.000000 Penalty: 5892.155273
	Iteration 39Q: 3 clusters Score -1.868889e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -18689142.000000 Penalty: 5892.155273
	Iteration 40F: 3 clusters Score -1.868914e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -18689518.000000 Penalty: 5892.155273
	Iteration 41Q: 3 clusters Score -1.868952e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -18689862.000000 Penalty: 5892.155273
	Iteration 42Q: 3 clusters Score -1.868986e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -18690222.000000 Penalty: 5892.155273
	Iteration 43Q: 3 clusters Score -1.869022e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -18690760.000000 Penalty: 5892.155273
	Iteration 44Q: 3 clusters Score -1.869076e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -18691216.000000 Penalty: 5892.155273
	Iteration 45Q: 3 clusters Score -1.869122e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 122059 members 
Entering Unmasked Estep 
Score: -18691690.000000 Penalty: 5892.155273
	Iteration 46Q: 3 clusters Score -1.869169e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -18692188.000000 Penalty: 5892.155273
	Iteration 47Q: 3 clusters Score -1.869219e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -18692694.000000 Penalty: 5892.155273
	Iteration 48Q: 3 clusters Score -1.869269e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -18693204.000000 Penalty: 5892.155273
	Iteration 49Q: 3 clusters Score -1.86932e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -18693670.000000 Penalty: 5892.155273
	Iteration 50Q: 3 clusters Score -1.869367e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -18694152.000000 Penalty: 5892.155273
	Iteration 51Q: 3 clusters Score -1.869415e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -18694558.000000 Penalty: 5892.155273
	Iteration 52Q: 3 clusters Score -1.869456e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -18695004.000000 Penalty: 5892.155273
	Iteration 53Q: 3 clusters Score -1.8695e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -18695434.000000 Penalty: 5892.155273
	Iteration 54Q: 3 clusters Score -1.869543e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -18695944.000000 Penalty: 5892.155273
	Iteration 55Q: 3 clusters Score -1.869594e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -18696316.000000 Penalty: 5892.155273
	Iteration 56Q: 3 clusters Score -1.869632e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 137484 members 
Entering Unmasked Estep 
Score: -18696742.000000 Penalty: 5892.155273
	Iteration 57Q: 3 clusters Score -1.869674e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 138375 members 
Entering Unmasked Estep 
Score: -18697110.000000 Penalty: 5892.155273
	Iteration 58Q: 3 clusters Score -1.869711e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -18697464.000000 Penalty: 5892.155273
	Iteration 59Q: 3 clusters Score -1.869746e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -18697738.000000 Penalty: 5892.155273
	Iteration 60F: 3 clusters Score -1.869774e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -18697968.000000 Penalty: 5892.155273
	Iteration 61Q: 3 clusters Score -1.869797e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 140750 members 
Entering Unmasked Estep 
Score: -18698124.000000 Penalty: 5892.155273
	Iteration 62Q: 3 clusters Score -1.869812e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -18698322.000000 Penalty: 5892.155273
	Iteration 63Q: 3 clusters Score -1.869832e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 141447 members 
Entering Unmasked Estep 
Score: -18698440.000000 Penalty: 5892.155273
	Iteration 64Q: 3 clusters Score -1.869844e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -18698508.000000 Penalty: 5892.155273
	Iteration 65Q: 3 clusters Score -1.869851e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -18698596.000000 Penalty: 5892.155273
	Iteration 66Q: 3 clusters Score -1.86986e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -18698696.000000 Penalty: 5892.155273
	Iteration 67Q: 3 clusters Score -1.86987e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -18698752.000000 Penalty: 5892.155273
	Iteration 68Q: 3 clusters Score -1.869875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 142390 members 
Entering Unmasked Estep 
Score: -18698758.000000 Penalty: 5892.155273
	Iteration 69Q: 3 clusters Score -1.869876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -18698770.000000 Penalty: 5892.155273
	Iteration 70Q: 3 clusters Score -1.869877e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 142575 members 
Entering Unmasked Estep 
Score: -18698828.000000 Penalty: 5892.155273
	Iteration 71Q: 3 clusters Score -1.869883e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -18698868.000000 Penalty: 5892.155273
	Iteration 72Q: 3 clusters Score -1.869887e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -18698898.000000 Penalty: 5892.155273
	Iteration 73Q: 3 clusters Score -1.86989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -18698898.000000 Penalty: 5892.155273
	Iteration 74Q: 3 clusters Score -1.86989e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 142778 members 
Entering Unmasked Estep 
Score: -18698922.000000 Penalty: 5892.155273
	Iteration 75Q: 3 clusters Score -1.869892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 142810 members 
Entering Unmasked Estep 
Score: -18698930.000000 Penalty: 5892.155273
	Iteration 76Q: 3 clusters Score -1.869893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -18698940.000000 Penalty: 5892.155273
	Iteration 77Q: 3 clusters Score -1.869894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 142867 members 
Entering Unmasked Estep 
Score: -18698942.000000 Penalty: 5892.155273
	Iteration 78Q: 3 clusters Score -1.869894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -18698960.000000 Penalty: 5892.155273
	Iteration 79Q: 3 clusters Score -1.869896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -18698968.000000 Penalty: 5892.155273
	Iteration 80F: 3 clusters Score -1.869897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 142936 members 
Entering Unmasked Estep 
Score: -18698988.000000 Penalty: 5892.155273
	Iteration 81Q: 3 clusters Score -1.869899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -18699014.000000 Penalty: 5892.155273
	Iteration 82Q: 3 clusters Score -1.869901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -18699014.000000 Penalty: 5892.155273
	Iteration 83Q: 3 clusters Score -1.869901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -18699026.000000 Penalty: 5892.155273
	Iteration 84Q: 3 clusters Score -1.869903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 142983 members 
Entering Unmasked Estep 
Score: -18699038.000000 Penalty: 5892.155273
	Iteration 85Q: 3 clusters Score -1.869904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -18699024.000000 Penalty: 5892.155273
	Iteration 86Q: 3 clusters Score -1.869902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -18699046.000000 Penalty: 5892.155273
	Iteration 87Q: 3 clusters Score -1.869905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -18699038.000000 Penalty: 5892.155273
	Iteration 88Q: 3 clusters Score -1.869904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -18699044.000000 Penalty: 5892.155273
	Iteration 89Q: 3 clusters Score -1.869904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -18699048.000000 Penalty: 5892.155273
	Iteration 90Q: 3 clusters Score -1.869905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
Score: -18699062.000000 Penalty: 5892.155273
	Iteration 91Q: 3 clusters Score -1.869906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 143053 members 
Entering Unmasked Estep 
Score: -18699048.000000 Penalty: 5892.155273
	Iteration 92Q: 3 clusters Score -1.869905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 143056 members 
Entering Unmasked Estep 
Score: -18699048.000000 Penalty: 5892.155273
	Iteration 93Q: 3 clusters Score -1.869905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -18699046.000000 Penalty: 5892.155273
	Iteration 94Q: 3 clusters Score -1.869905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 143063 members 
Entering Unmasked Estep 
Score: -18699046.000000 Penalty: 5892.155273
	Iteration 95Q: 3 clusters Score -1.869905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -18699038.000000 Penalty: 5892.155273
	Iteration 96Q: 3 clusters Score -1.869904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -18699048.000000 Penalty: 5892.155273
	Iteration 97Q: 3 clusters Score -1.869905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 143089 members 
Entering Unmasked Estep 
Score: -18699060.000000 Penalty: 5892.155273
	Iteration 98Q: 3 clusters Score -1.869906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -18699068.000000 Penalty: 5892.155273
	Iteration 99Q: 3 clusters Score -1.869907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 143108 members 
Entering Unmasked Estep 
Score: -18699064.000000 Penalty: 5892.155273
	Iteration 100F: 3 clusters Score -1.869906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 143114 members 
Entering Unmasked Estep 
Score: -18699060.000000 Penalty: 5892.155273
	Iteration 101Q: 3 clusters Score -1.869906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 143118 members 
Entering Unmasked Estep 
Score: -18699076.000000 Penalty: 5892.155273
	Iteration 102Q: 3 clusters Score -1.869908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -18699084.000000 Penalty: 5892.155273
	Iteration 103Q: 3 clusters Score -1.869908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -18699084.000000 Penalty: 5892.155273
	Iteration 104Q: 3 clusters Score -1.869908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -18699094.000000 Penalty: 5892.155273
	Iteration 105Q: 3 clusters Score -1.869909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -18699092.000000 Penalty: 5892.155273
	Iteration 106Q: 3 clusters Score -1.869909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -18699076.000000 Penalty: 5892.155273
	Iteration 107Q: 3 clusters Score -1.869908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 143141 members 
Entering Unmasked Estep 
Score: -18699078.000000 Penalty: 5892.155273
	Iteration 108Q: 3 clusters Score -1.869908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 143144 members 
Entering Unmasked Estep 
Score: -18699086.000000 Penalty: 5892.155273
	Iteration 109Q: 3 clusters Score -1.869909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -18699088.000000 Penalty: 5892.155273
	Iteration 110Q: 3 clusters Score -1.869909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -18699084.000000 Penalty: 5892.155273
	Iteration 111Q: 3 clusters Score -1.869908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -18699086.000000 Penalty: 5892.155273
	Iteration 112Q: 3 clusters Score -1.869909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -18699092.000000 Penalty: 5892.155273
	Iteration 113Q: 3 clusters Score -1.869909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -18699102.000000 Penalty: 5892.155273
	Iteration 114Q: 3 clusters Score -1.86991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -18699102.000000 Penalty: 5892.155273
	Iteration 115F: 3 clusters Score -1.86991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -25182.828125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -25182.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24034.457031 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -24034.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24152.753906 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -24152.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24190.402344 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -24190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24231.425781 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -24231.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24255.738281 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -24255.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24261.447266 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -24261.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24269.255859 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -24269.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24276.400391 Penalty: 2705.839355
	Iteration 7Q: 3 clusters Score -24276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24280.839844 Penalty: 2705.839355
	Iteration 8Q: 3 clusters Score -24280.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24288.923828 Penalty: 2705.839355
	Iteration 9Q: 3 clusters Score -24288.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24298.505859 Penalty: 2705.839355
	Iteration 10Q: 3 clusters Score -24298.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24316.593750 Penalty: 2705.839355
	Iteration 11Q: 3 clusters Score -24316.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24322.373047 Penalty: 2705.839355
	Iteration 12Q: 3 clusters Score -24322.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24322.373047 Penalty: 2705.839355
	Iteration 13F: 3 clusters Score -24322.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20663.066406 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -20663.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19549.447266 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -19549.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19603.839844 Penalty: 2602.523926
	Iteration 1Q: 3 clusters Score -19603.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19632.466797 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -19632.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19660.335938 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -19660.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19687.421875 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -19687.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19701.037109 Penalty: 2602.523926
	Iteration 5Q: 3 clusters Score -19701.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19701.037109 Penalty: 2602.523926
	Iteration 6F: 3 clusters Score -19701.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -470079.406250 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -470079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -466414.656250 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -466414.7 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -467157.875000 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -467157.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -467308.000000 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -467308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -467400.312500 Penalty: 4066.797852
	Iteration 3Q: 3 clusters Score -467400.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -467462.937500 Penalty: 4066.797852
	Iteration 4Q: 3 clusters Score -467462.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -467509.750000 Penalty: 4066.797852
	Iteration 5Q: 3 clusters Score -467509.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -467548.500000 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -467548.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -467578.437500 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -467578.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -467610.718750 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -467610.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -467632.500000 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -467632.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -467648.375000 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -467648.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -467659.781250 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -467659.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -467667.562500 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -467667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -467674.000000 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -467674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -467677.531250 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -467677.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -467681.625000 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -467681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -467685.062500 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -467685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -467688.812500 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -467688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -467692.937500 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -467692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -467696.187500 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -467696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -467698.562500 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -467698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -467702.687500 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -467702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -467706.968750 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -467707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -467711.281250 Penalty: 4066.797852
	Iteration 23Q: 3 clusters Score -467711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -467714.843750 Penalty: 4066.797852
	Iteration 24Q: 3 clusters Score -467714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467718.875000 Penalty: 4066.797852
	Iteration 25Q: 3 clusters Score -467718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -467722.937500 Penalty: 4066.797852
	Iteration 26Q: 3 clusters Score -467722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -467726.375000 Penalty: 4066.797852
	Iteration 27Q: 3 clusters Score -467726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467731.781250 Penalty: 4066.797852
	Iteration 28Q: 3 clusters Score -467731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -467736.375000 Penalty: 4066.797852
	Iteration 29Q: 3 clusters Score -467736.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -467740.562500 Penalty: 4066.797852
	Iteration 30Q: 3 clusters Score -467740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -467743.968750 Penalty: 4066.797852
	Iteration 31Q: 3 clusters Score -467744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -467745.468750 Penalty: 4066.797852
	Iteration 32Q: 3 clusters Score -467745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -467748.937500 Penalty: 4066.797852
	Iteration 33Q: 3 clusters Score -467748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -467752.031250 Penalty: 4066.797852
	Iteration 34Q: 3 clusters Score -467752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -467754.156250 Penalty: 4066.797852
	Iteration 35Q: 3 clusters Score -467754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -467756.406250 Penalty: 4066.797852
	Iteration 36Q: 3 clusters Score -467756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -467759.531250 Penalty: 4066.797852
	Iteration 37Q: 3 clusters Score -467759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -467763.062500 Penalty: 4066.797852
	Iteration 38Q: 3 clusters Score -467763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -467765.406250 Penalty: 4066.797852
	Iteration 39Q: 3 clusters Score -467765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -467765.375000 Penalty: 4066.797852
	Iteration 40F: 3 clusters Score -467765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -467765.968750 Penalty: 4066.797852
	Iteration 41Q: 3 clusters Score -467766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -467766.843750 Penalty: 4066.797852
	Iteration 42Q: 3 clusters Score -467766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -467767.937500 Penalty: 4066.797852
	Iteration 43Q: 3 clusters Score -467767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -467768.750000 Penalty: 4066.797852
	Iteration 44Q: 3 clusters Score -467768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -467769.093750 Penalty: 4066.797852
	Iteration 45Q: 3 clusters Score -467769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -467769.500000 Penalty: 4066.797852
	Iteration 46Q: 3 clusters Score -467769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -467769.500000 Penalty: 4066.797852
	Iteration 47F: 3 clusters Score -467769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94149.953125 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -94149.95 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: -92470.851562 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -92470.85 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92817.789062 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -92817.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92949.046875 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -92949.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93069.765625 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -93069.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -93217.757812 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -93217.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93322.656250 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -93322.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93403.617188 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -93403.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93468.335938 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -93468.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93503.265625 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -93503.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -93550.835938 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -93550.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93606.453125 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -93606.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93668.093750 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -93668.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -93704.484375 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -93704.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -93709.507812 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -93709.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -93709.507812 Penalty: 3340.357422
	Iteration 14F: 3 clusters Score -93709.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Entering Unmasked Estep 
Score: -8415686.000000 Penalty: 2748.535400
	Iteration 0F: 2 clusters Score -8415686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8371937.500000 Penalty: 5497.070801
	Iteration 0F: 3 clusters Score -8371938 nChanged 30381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -8389193.000000 Penalty: 5497.070801
	Iteration 1F: 3 clusters Score -8389193 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8390148.000000 Penalty: 5497.070801
	Iteration 2Q: 3 clusters Score -8390148 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -8391262.000000 Penalty: 5497.070801
	Iteration 3Q: 3 clusters Score -8391262 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -8392809.000000 Penalty: 5497.070801
	Iteration 4F: 3 clusters Score -8392809 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8394833.000000 Penalty: 5497.070801
	Iteration 5F: 3 clusters Score -8394833 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8397419.000000 Penalty: 5497.070801
	Iteration 6F: 3 clusters Score -8397419 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -8400420.000000 Penalty: 5497.070801
	Iteration 7F: 3 clusters Score -8400420 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -8403406.000000 Penalty: 5497.070801
	Iteration 8F: 3 clusters Score -8403406 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -8405966.000000 Penalty: 5497.070801
	Iteration 9F: 3 clusters Score -8405966 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -8407935.000000 Penalty: 5497.070801
	Iteration 10Q: 3 clusters Score -8407935 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8409466.000000 Penalty: 5497.070801
	Iteration 11Q: 3 clusters Score -8409466 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8410501.000000 Penalty: 5497.070801
	Iteration 12Q: 3 clusters Score -8410501 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8411278.000000 Penalty: 5497.070801
	Iteration 13Q: 3 clusters Score -8411278 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8411759.000000 Penalty: 5497.070801
	Iteration 14Q: 3 clusters Score -8411759 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8412146.000000 Penalty: 5497.070801
	Iteration 15Q: 3 clusters Score -8412146 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8412461.000000 Penalty: 5497.070801
	Iteration 16Q: 3 clusters Score -8412461 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8412699.000000 Penalty: 5497.070801
	Iteration 17Q: 3 clusters Score -8412699 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8412889.000000 Penalty: 5497.070801
	Iteration 18Q: 3 clusters Score -8412889 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8413019.000000 Penalty: 5497.070801
	Iteration 19Q: 3 clusters Score -8413019 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8413100.000000 Penalty: 5497.070801
	Iteration 20F: 3 clusters Score -8413100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8413167.000000 Penalty: 5497.070801
	Iteration 21Q: 3 clusters Score -8413167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8413235.000000 Penalty: 5497.070801
	Iteration 22Q: 3 clusters Score -8413235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8413258.000000 Penalty: 5497.070801
	Iteration 23Q: 3 clusters Score -8413258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8413278.000000 Penalty: 5497.070801
	Iteration 24Q: 3 clusters Score -8413278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8413306.000000 Penalty: 5497.070801
	Iteration 25Q: 3 clusters Score -8413306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8413317.000000 Penalty: 5497.070801
	Iteration 26Q: 3 clusters Score -8413317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8413313.000000 Penalty: 5497.070801
	Iteration 27Q: 3 clusters Score -8413313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8413335.000000 Penalty: 5497.070801
	Iteration 28Q: 3 clusters Score -8413335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8413341.000000 Penalty: 5497.070801
	Iteration 29Q: 3 clusters Score -8413341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8413341.000000 Penalty: 5497.070801
	Iteration 30Q: 3 clusters Score -8413341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8413348.000000 Penalty: 5497.070801
	Iteration 31Q: 3 clusters Score -8413348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8413354.000000 Penalty: 5497.070801
	Iteration 32Q: 3 clusters Score -8413354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8413355.000000 Penalty: 5497.070801
	Iteration 33Q: 3 clusters Score -8413355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8413356.000000 Penalty: 5497.070801
	Iteration 34Q: 3 clusters Score -8413356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8413361.000000 Penalty: 5497.070801
	Iteration 35Q: 3 clusters Score -8413361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8413366.000000 Penalty: 5497.070801
	Iteration 36Q: 3 clusters Score -8413366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8413362.000000 Penalty: 5497.070801
	Iteration 37Q: 3 clusters Score -8413362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8413365.000000 Penalty: 5497.070801
	Iteration 38Q: 3 clusters Score -8413365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8413368.000000 Penalty: 5497.070801
	Iteration 39Q: 3 clusters Score -8413368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8413373.000000 Penalty: 5497.070801
	Iteration 40F: 3 clusters Score -8413373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8413375.000000 Penalty: 5497.070801
	Iteration 41Q: 3 clusters Score -8413375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8413381.000000 Penalty: 5497.070801
	Iteration 42Q: 3 clusters Score -8413381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8413381.000000 Penalty: 5497.070801
	Iteration 43Q: 3 clusters Score -8413381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8413381.000000 Penalty: 5497.070801
	Iteration 44F: 3 clusters Score -8413381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Entering Unmasked Estep 
Score: -18546286.000000 Penalty: 2944.433838
	Iteration 0F: 2 clusters Score -1.854629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -18450906.000000 Penalty: 5888.867676
	Iteration 0F: 3 clusters Score -1.845091e+07 nChanged 68316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -18491790.000000 Penalty: 5888.867676
	Iteration 1F: 3 clusters Score -1.849179e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -18494466.000000 Penalty: 5888.867676
	Iteration 2Q: 3 clusters Score -1.849447e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -18498900.000000 Penalty: 5888.867676
	Iteration 3F: 3 clusters Score -1.84989e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -18505538.000000 Penalty: 5888.867676
	Iteration 4F: 3 clusters Score -1.850554e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -18514658.000000 Penalty: 5888.867676
	Iteration 5F: 3 clusters Score -1.851466e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -18524906.000000 Penalty: 5888.867676
	Iteration 6F: 3 clusters Score -1.852491e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -18532168.000000 Penalty: 5888.867676
	Iteration 7F: 3 clusters Score -1.853217e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -18535142.000000 Penalty: 5888.867676
	Iteration 8Q: 3 clusters Score -1.853514e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -18536420.000000 Penalty: 5888.867676
	Iteration 9Q: 3 clusters Score -1.853642e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -18537366.000000 Penalty: 5888.867676
	Iteration 10Q: 3 clusters Score -1.853737e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 118096 members 
Entering Unmasked Estep 
Score: -18538074.000000 Penalty: 5888.867676
	Iteration 11Q: 3 clusters Score -1.853807e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -18538718.000000 Penalty: 5888.867676
	Iteration 12Q: 3 clusters Score -1.853872e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -18539270.000000 Penalty: 5888.867676
	Iteration 13Q: 3 clusters Score -1.853927e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -18539944.000000 Penalty: 5888.867676
	Iteration 14Q: 3 clusters Score -1.853994e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -18540388.000000 Penalty: 5888.867676
	Iteration 15Q: 3 clusters Score -1.854039e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -18540816.000000 Penalty: 5888.867676
	Iteration 16Q: 3 clusters Score -1.854082e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -18541162.000000 Penalty: 5888.867676
	Iteration 17Q: 3 clusters Score -1.854116e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -18541558.000000 Penalty: 5888.867676
	Iteration 18Q: 3 clusters Score -1.854156e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 130055 members 
Entering Unmasked Estep 
Score: -18541878.000000 Penalty: 5888.867676
	Iteration 19Q: 3 clusters Score -1.854188e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -18542168.000000 Penalty: 5888.867676
	Iteration 20F: 3 clusters Score -1.854217e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -18542434.000000 Penalty: 5888.867676
	Iteration 21Q: 3 clusters Score -1.854243e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -18542726.000000 Penalty: 5888.867676
	Iteration 22Q: 3 clusters Score -1.854273e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -18543052.000000 Penalty: 5888.867676
	Iteration 23Q: 3 clusters Score -1.854305e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -18543196.000000 Penalty: 5888.867676
	Iteration 24Q: 3 clusters Score -1.85432e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -18543418.000000 Penalty: 5888.867676
	Iteration 25Q: 3 clusters Score -1.854342e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 136051 members 
Entering Unmasked Estep 
Score: -18543558.000000 Penalty: 5888.867676
	Iteration 26Q: 3 clusters Score -1.854356e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -18543714.000000 Penalty: 5888.867676
	Iteration 27Q: 3 clusters Score -1.854371e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -18543876.000000 Penalty: 5888.867676
	Iteration 28Q: 3 clusters Score -1.854388e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -18543966.000000 Penalty: 5888.867676
	Iteration 29Q: 3 clusters Score -1.854397e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -18544052.000000 Penalty: 5888.867676
	Iteration 30Q: 3 clusters Score -1.854405e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -18544094.000000 Penalty: 5888.867676
	Iteration 31Q: 3 clusters Score -1.854409e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 138688 members 
Entering Unmasked Estep 
Score: -18544166.000000 Penalty: 5888.867676
	Iteration 32Q: 3 clusters Score -1.854417e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 138959 members 
Entering Unmasked Estep 
Score: -18544218.000000 Penalty: 5888.867676
	Iteration 33Q: 3 clusters Score -1.854422e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -18544304.000000 Penalty: 5888.867676
	Iteration 34Q: 3 clusters Score -1.85443e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -18544388.000000 Penalty: 5888.867676
	Iteration 35Q: 3 clusters Score -1.854439e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -18544436.000000 Penalty: 5888.867676
	Iteration 36Q: 3 clusters Score -1.854444e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -18544500.000000 Penalty: 5888.867676
	Iteration 37Q: 3 clusters Score -1.85445e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 139904 members 
Entering Unmasked Estep 
Score: -18544502.000000 Penalty: 5888.867676
	Iteration 38Q: 3 clusters Score -1.85445e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -18544492.000000 Penalty: 5888.867676
	Iteration 39Q: 3 clusters Score -1.854449e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 140116 members 
Entering Unmasked Estep 
Score: -18544506.000000 Penalty: 5888.867676
	Iteration 40F: 3 clusters Score -1.854451e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -18544506.000000 Penalty: 5888.867676
	Iteration 41Q: 3 clusters Score -1.854451e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 140303 members 
Entering Unmasked Estep 
Score: -18544510.000000 Penalty: 5888.867676
	Iteration 42Q: 3 clusters Score -1.854451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -18544556.000000 Penalty: 5888.867676
	Iteration 43Q: 3 clusters Score -1.854456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 140474 members 
Entering Unmasked Estep 
Score: -18544582.000000 Penalty: 5888.867676
	Iteration 44Q: 3 clusters Score -1.854458e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -18544616.000000 Penalty: 5888.867676
	Iteration 45Q: 3 clusters Score -1.854462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -18544612.000000 Penalty: 5888.867676
	Iteration 46Q: 3 clusters Score -1.854461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 140666 members 
Entering Unmasked Estep 
Score: -18544612.000000 Penalty: 5888.867676
	Iteration 47Q: 3 clusters Score -1.854461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 140710 members 
Entering Unmasked Estep 
Score: -18544602.000000 Penalty: 5888.867676
	Iteration 48Q: 3 clusters Score -1.85446e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -18544620.000000 Penalty: 5888.867676
	Iteration 49Q: 3 clusters Score -1.854462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 140792 members 
Entering Unmasked Estep 
Score: -18544602.000000 Penalty: 5888.867676
	Iteration 50Q: 3 clusters Score -1.85446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 140820 members 
Entering Unmasked Estep 
Score: -18544636.000000 Penalty: 5888.867676
	Iteration 51Q: 3 clusters Score -1.854464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 140853 members 
Entering Unmasked Estep 
Score: -18544642.000000 Penalty: 5888.867676
	Iteration 52Q: 3 clusters Score -1.854464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -18544652.000000 Penalty: 5888.867676
	Iteration 53Q: 3 clusters Score -1.854465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -18544642.000000 Penalty: 5888.867676
	Iteration 54Q: 3 clusters Score -1.854464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -18544652.000000 Penalty: 5888.867676
	Iteration 55Q: 3 clusters Score -1.854465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -18544652.000000 Penalty: 5888.867676
	Iteration 56Q: 3 clusters Score -1.854465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -18544658.000000 Penalty: 5888.867676
	Iteration 57Q: 3 clusters Score -1.854466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -18544668.000000 Penalty: 5888.867676
	Iteration 58Q: 3 clusters Score -1.854467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -18544672.000000 Penalty: 5888.867676
	Iteration 59Q: 3 clusters Score -1.854467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -18544680.000000 Penalty: 5888.867676
	Iteration 60F: 3 clusters Score -1.854468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -18544652.000000 Penalty: 5888.867676
	Iteration 61Q: 3 clusters Score -1.854465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -18544658.000000 Penalty: 5888.867676
	Iteration 62Q: 3 clusters Score -1.854466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -18544680.000000 Penalty: 5888.867676
	Iteration 63Q: 3 clusters Score -1.854468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -18544688.000000 Penalty: 5888.867676
	Iteration 64Q: 3 clusters Score -1.854469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -18544668.000000 Penalty: 5888.867676
	Iteration 65Q: 3 clusters Score -1.854467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -18544668.000000 Penalty: 5888.867676
	Iteration 66Q: 3 clusters Score -1.854467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -18544670.000000 Penalty: 5888.867676
	Iteration 67Q: 3 clusters Score -1.854467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -18544676.000000 Penalty: 5888.867676
	Iteration 68Q: 3 clusters Score -1.854468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -18544680.000000 Penalty: 5888.867676
	Iteration 69Q: 3 clusters Score -1.854468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -18544678.000000 Penalty: 5888.867676
	Iteration 70Q: 3 clusters Score -1.854468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -18544678.000000 Penalty: 5888.867676
	Iteration 71F: 3 clusters Score -1.854468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177359 members 
Mstep: Class 3 contains 201493 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167739 members 
Mstep: Class 8 contains 70690 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144256 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 239Q: 25 clusters Score -1.385433e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177364 members 
Mstep: Class 3 contains 201492 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167741 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144260 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 240F: 25 clusters Score -1.385433e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177364 members 
Mstep: Class 3 contains 201492 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167742 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144262 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 241Q: 25 clusters Score -1.385433e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177361 members 
Mstep: Class 3 contains 201493 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167746 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144266 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 242Q: 25 clusters Score -1.385433e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177363 members 
Mstep: Class 3 contains 201493 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167744 members 
Mstep: Class 8 contains 70692 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144270 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 243Q: 25 clusters Score -1.385433e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177367 members 
Mstep: Class 3 contains 201493 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167745 members 
Mstep: Class 8 contains 70692 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4977 members 
Mstep: Class 18 contains 144273 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543360.000000 Penalty: 82755.171875
Iteration 244Q: 25 clusters Score -1.385434e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177372 members 
Mstep: Class 3 contains 201495 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167741 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144275 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 245Q: 25 clusters Score -1.385433e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177379 members 
Mstep: Class 3 contains 201486 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167742 members 
Mstep: Class 8 contains 70690 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144277 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65043 members 
Mstep: Class 24 contains 143269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 246Q: 25 clusters Score -1.385433e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177379 members 
Mstep: Class 3 contains 201483 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167736 members 
Mstep: Class 8 contains 70690 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144286 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65042 members 
Mstep: Class 24 contains 143270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 247Q: 25 clusters Score -1.385433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201478 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70690 members 
Mstep: Class 9 contains 84406 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144292 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65041 members 
Mstep: Class 24 contains 143270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 248Q: 25 clusters Score -1.385433e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167732 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144302 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 249Q: 25 clusters Score -1.385432e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177386 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167730 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144309 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65039 members 
Mstep: Class 24 contains 143255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 250Q: 25 clusters Score -1.385432e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167729 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144314 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65039 members 
Mstep: Class 24 contains 143248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 251Q: 25 clusters Score -1.385432e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177382 members 
Mstep: Class 3 contains 201480 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167727 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144317 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65039 members 
Mstep: Class 24 contains 143248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 252Q: 25 clusters Score -1.385432e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201486 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70692 members 
Mstep: Class 9 contains 84407 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144321 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65039 members 
Mstep: Class 24 contains 143241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543168.000000 Penalty: 82755.171875
Iteration 253Q: 25 clusters Score -1.385432e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177380 members 
Mstep: Class 3 contains 201478 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167726 members 
Mstep: Class 8 contains 70692 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144329 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543200.000000 Penalty: 82755.171875
Iteration 254Q: 25 clusters Score -1.385432e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201480 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167728 members 
Mstep: Class 8 contains 70693 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144332 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 82755.171875
Iteration 255Q: 25 clusters Score -1.385432e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177379 members 
Mstep: Class 3 contains 201481 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167731 members 
Mstep: Class 8 contains 70693 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144334 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543168.000000 Penalty: 82755.171875
Iteration 256Q: 25 clusters Score -1.385432e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177376 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167732 members 
Mstep: Class 8 contains 70694 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144337 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 82755.171875
Iteration 257Q: 25 clusters Score -1.385432e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177374 members 
Mstep: Class 3 contains 201478 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70694 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144340 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65040 members 
Mstep: Class 24 contains 143222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543168.000000 Penalty: 82755.171875
Iteration 258Q: 25 clusters Score -1.385432e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177370 members 
Mstep: Class 3 contains 201475 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167738 members 
Mstep: Class 8 contains 70697 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144344 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65039 members 
Mstep: Class 24 contains 143221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543152.000000 Penalty: 82755.171875
Iteration 259Q: 25 clusters Score -1.385432e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177371 members 
Mstep: Class 3 contains 201472 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167737 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144345 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65038 members 
Mstep: Class 24 contains 143220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 260F: 25 clusters Score -1.385433e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201469 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144349 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65038 members 
Mstep: Class 24 contains 143216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 261Q: 25 clusters Score -1.385432e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177379 members 
Mstep: Class 3 contains 201468 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144350 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65038 members 
Mstep: Class 24 contains 143213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 262Q: 25 clusters Score -1.385433e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177382 members 
Mstep: Class 3 contains 201472 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70698 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144352 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 263Q: 25 clusters Score -1.385433e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201470 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70698 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144357 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 264Q: 25 clusters Score -1.385433e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201472 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167732 members 
Mstep: Class 8 contains 70697 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144359 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 265Q: 25 clusters Score -1.385433e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201471 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70697 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144361 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 266Q: 25 clusters Score -1.385433e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177387 members 
Mstep: Class 3 contains 201471 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70697 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144362 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 267Q: 25 clusters Score -1.385433e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201467 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70697 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144362 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 268Q: 25 clusters Score -1.385433e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201466 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167736 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144364 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 269Q: 25 clusters Score -1.385433e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177396 members 
Mstep: Class 3 contains 201466 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167736 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144363 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 270Q: 25 clusters Score -1.385433e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177397 members 
Mstep: Class 3 contains 201466 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144365 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 271Q: 25 clusters Score -1.385433e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177397 members 
Mstep: Class 3 contains 201470 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144362 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 272Q: 25 clusters Score -1.385432e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201472 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70701 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144363 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 273Q: 25 clusters Score -1.385432e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201475 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144363 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 274Q: 25 clusters Score -1.385432e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201476 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167732 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144364 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 275Q: 25 clusters Score -1.385432e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 201477 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167732 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144364 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 276Q: 25 clusters Score -1.385432e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177393 members 
Mstep: Class 3 contains 201478 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144364 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 277Q: 25 clusters Score -1.385432e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177393 members 
Mstep: Class 3 contains 201476 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144366 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 278Q: 25 clusters Score -1.385432e+08 nChanged 8
Entering ConstructFrom: 
Score: -138543216.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -60155.183594 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -60155.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58614.273438 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -58614.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58788.140625 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -58788.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58835.957031 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -58835.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58858.289062 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -58858.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58870.507812 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -58870.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58875.089844 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -58875.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58881.550781 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -58881.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58884.660156 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -58884.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58887.917969 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -58887.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58893.390625 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -58893.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58899.843750 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -58899.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58918.300781 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -58918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58922.792969 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -58922.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58928.824219 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -58928.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58931.414062 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -58931.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58931.414062 Penalty: 3109.471680
	Iteration 15F: 3 clusters Score -58931.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177390 members 
Entering Unmasked Estep 
Score: -22945200.000000 Penalty: 2997.354248
	Iteration 0F: 2 clusters Score -2.29452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -22828140.000000 Penalty: 5994.708496
	Iteration 0F: 3 clusters Score -2.282814e+07 nChanged 84897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -22876858.000000 Penalty: 5994.708496
	Iteration 1F: 3 clusters Score -2.287686e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -22877806.000000 Penalty: 5994.708496
	Iteration 2Q: 3 clusters Score -2.287781e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -22878764.000000 Penalty: 5994.708496
	Iteration 3Q: 3 clusters Score -2.287876e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -22880190.000000 Penalty: 5994.708496
	Iteration 4Q: 3 clusters Score -2.288019e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -22882214.000000 Penalty: 5994.708496
	Iteration 5Q: 3 clusters Score -2.288221e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -22885872.000000 Penalty: 5994.708496
	Iteration 6Q: 3 clusters Score -2.288587e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -22892268.000000 Penalty: 5994.708496
	Iteration 7F: 3 clusters Score -2.289227e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -22903018.000000 Penalty: 5994.708496
	Iteration 8F: 3 clusters Score -2.290302e+07 nChanged 15724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -22917006.000000 Penalty: 5994.708496
	Iteration 9F: 3 clusters Score -2.291701e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -22930426.000000 Penalty: 5994.708496
	Iteration 10F: 3 clusters Score -2.293043e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -22938340.000000 Penalty: 5994.708496
	Iteration 11Q: 3 clusters Score -2.293834e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22941290.000000 Penalty: 5994.708496
	Iteration 12Q: 3 clusters Score -2.294129e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -22942098.000000 Penalty: 5994.708496
	Iteration 13Q: 3 clusters Score -2.29421e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177065 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22942356.000000 Penalty: 5994.708496
	Iteration 14Q: 3 clusters Score -2.294236e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22942490.000000 Penalty: 5994.708496
	Iteration 15Q: 3 clusters Score -2.294249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22942506.000000 Penalty: 5994.708496
	Iteration 16Q: 3 clusters Score -2.294251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22942532.000000 Penalty: 5994.708496
	Iteration 17Q: 3 clusters Score -2.294253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22942540.000000 Penalty: 5994.708496
	Iteration 18Q: 3 clusters Score -2.294254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22942556.000000 Penalty: 5994.708496
	Iteration 19Q: 3 clusters Score -2.294256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22942552.000000 Penalty: 5994.708496
	Iteration 20F: 3 clusters Score -2.294255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22942552.000000 Penalty: 5994.708496
	Iteration 21Q: 3 clusters Score -2.294255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22942562.000000 Penalty: 5994.708496
	Iteration 22Q: 3 clusters Score -2.294256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22942562.000000 Penalty: 5994.708496
	Iteration 23Q: 3 clusters Score -2.294256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22942572.000000 Penalty: 5994.708496
	Iteration 24Q: 3 clusters Score -2.294257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22942560.000000 Penalty: 5994.708496
	Iteration 25Q: 3 clusters Score -2.294256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22942576.000000 Penalty: 5994.708496
	Iteration 26Q: 3 clusters Score -2.294258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22942580.000000 Penalty: 5994.708496
	Iteration 27Q: 3 clusters Score -2.294258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22942582.000000 Penalty: 5994.708496
	Iteration 28Q: 3 clusters Score -2.294258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22942582.000000 Penalty: 5994.708496
	Iteration 29F: 3 clusters Score -2.294258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201479 members 
Entering Unmasked Estep 
Score: -26102430.000000 Penalty: 3028.933350
	Iteration 0F: 2 clusters Score -2.610243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -25970880.000000 Penalty: 6057.866699
	Iteration 0F: 3 clusters Score -2.597088e+07 nChanged 96663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -26028074.000000 Penalty: 6057.866699
	Iteration 1F: 3 clusters Score -2.602807e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -26029694.000000 Penalty: 6057.866699
	Iteration 2Q: 3 clusters Score -2.602969e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -26031740.000000 Penalty: 6057.866699
	Iteration 3Q: 3 clusters Score -2.603174e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -26034364.000000 Penalty: 6057.866699
	Iteration 4Q: 3 clusters Score -2.603436e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -26037696.000000 Penalty: 6057.866699
	Iteration 5Q: 3 clusters Score -2.60377e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -26042246.000000 Penalty: 6057.866699
	Iteration 6Q: 3 clusters Score -2.604225e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124035 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -26048828.000000 Penalty: 6057.866699
	Iteration 7F: 3 clusters Score -2.604883e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -26056842.000000 Penalty: 6057.866699
	Iteration 8F: 3 clusters Score -2.605684e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -26065874.000000 Penalty: 6057.866699
	Iteration 9F: 3 clusters Score -2.606587e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -26072960.000000 Penalty: 6057.866699
	Iteration 10F: 3 clusters Score -2.607296e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -26076954.000000 Penalty: 6057.866699
	Iteration 11Q: 3 clusters Score -2.607695e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -26079106.000000 Penalty: 6057.866699
	Iteration 12Q: 3 clusters Score -2.607911e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -26080546.000000 Penalty: 6057.866699
	Iteration 13Q: 3 clusters Score -2.608055e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -26081754.000000 Penalty: 6057.866699
	Iteration 14Q: 3 clusters Score -2.608175e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -26082890.000000 Penalty: 6057.866699
	Iteration 15Q: 3 clusters Score -2.608289e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -26083944.000000 Penalty: 6057.866699
	Iteration 16Q: 3 clusters Score -2.608394e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -26085382.000000 Penalty: 6057.866699
	Iteration 17Q: 3 clusters Score -2.608538e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170000 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -26086632.000000 Penalty: 6057.866699
	Iteration 18Q: 3 clusters Score -2.608663e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -26087898.000000 Penalty: 6057.866699
	Iteration 19Q: 3 clusters Score -2.60879e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -26089112.000000 Penalty: 6057.866699
	Iteration 20F: 3 clusters Score -2.608911e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -26090236.000000 Penalty: 6057.866699
	Iteration 21Q: 3 clusters Score -2.609024e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181858 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -26091306.000000 Penalty: 6057.866699
	Iteration 22Q: 3 clusters Score -2.609131e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -26092316.000000 Penalty: 6057.866699
	Iteration 23Q: 3 clusters Score -2.609232e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -26093310.000000 Penalty: 6057.866699
	Iteration 24Q: 3 clusters Score -2.609331e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -26094230.000000 Penalty: 6057.866699
	Iteration 25Q: 3 clusters Score -2.609423e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -26094906.000000 Penalty: 6057.866699
	Iteration 26Q: 3 clusters Score -2.609491e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191988 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -26095612.000000 Penalty: 6057.866699
	Iteration 27Q: 3 clusters Score -2.609561e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193428 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -26096348.000000 Penalty: 6057.866699
	Iteration 28Q: 3 clusters Score -2.609635e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -26096838.000000 Penalty: 6057.866699
	Iteration 29Q: 3 clusters Score -2.609684e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195636 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -26097310.000000 Penalty: 6057.866699
	Iteration 30Q: 3 clusters Score -2.609731e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196471 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -26097724.000000 Penalty: 6057.866699
	Iteration 31Q: 3 clusters Score -2.609772e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197131 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -26098084.000000 Penalty: 6057.866699
	Iteration 32Q: 3 clusters Score -2.609808e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -26098328.000000 Penalty: 6057.866699
	Iteration 33Q: 3 clusters Score -2.609833e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198094 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -26098492.000000 Penalty: 6057.866699
	Iteration 34Q: 3 clusters Score -2.609849e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198462 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -26098642.000000 Penalty: 6057.866699
	Iteration 35Q: 3 clusters Score -2.609864e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198775 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -26098868.000000 Penalty: 6057.866699
	Iteration 36Q: 3 clusters Score -2.609887e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199029 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -26099018.000000 Penalty: 6057.866699
	Iteration 37Q: 3 clusters Score -2.609902e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199236 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -26099136.000000 Penalty: 6057.866699
	Iteration 38Q: 3 clusters Score -2.609914e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -26099196.000000 Penalty: 6057.866699
	Iteration 39Q: 3 clusters Score -2.60992e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199564 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -26099236.000000 Penalty: 6057.866699
	Iteration 40F: 3 clusters Score -2.609924e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199676 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -26099278.000000 Penalty: 6057.866699
	Iteration 41Q: 3 clusters Score -2.609928e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199765 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -26099346.000000 Penalty: 6057.866699
	Iteration 42Q: 3 clusters Score -2.609935e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199841 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -26099396.000000 Penalty: 6057.866699
	Iteration 43Q: 3 clusters Score -2.60994e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -26099472.000000 Penalty: 6057.866699
	Iteration 44Q: 3 clusters Score -2.609947e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199955 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26099508.000000 Penalty: 6057.866699
	Iteration 45Q: 3 clusters Score -2.609951e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -26099536.000000 Penalty: 6057.866699
	Iteration 46Q: 3 clusters Score -2.609954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200060 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -26099540.000000 Penalty: 6057.866699
	Iteration 47Q: 3 clusters Score -2.609954e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200086 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -26099562.000000 Penalty: 6057.866699
	Iteration 48Q: 3 clusters Score -2.609956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26099578.000000 Penalty: 6057.866699
	Iteration 49Q: 3 clusters Score -2.609958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200128 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -26099586.000000 Penalty: 6057.866699
	Iteration 50Q: 3 clusters Score -2.609959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200151 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26099616.000000 Penalty: 6057.866699
	Iteration 51Q: 3 clusters Score -2.609962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200168 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -26099624.000000 Penalty: 6057.866699
	Iteration 52Q: 3 clusters Score -2.609962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200181 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -26099608.000000 Penalty: 6057.866699
	Iteration 53Q: 3 clusters Score -2.609961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200196 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26099622.000000 Penalty: 6057.866699
	Iteration 54Q: 3 clusters Score -2.609962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200205 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -26099638.000000 Penalty: 6057.866699
	Iteration 55Q: 3 clusters Score -2.609964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200216 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -26099618.000000 Penalty: 6057.866699
	Iteration 56Q: 3 clusters Score -2.609962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -26099632.000000 Penalty: 6057.866699
	Iteration 57Q: 3 clusters Score -2.609963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -26099636.000000 Penalty: 6057.866699
	Iteration 58Q: 3 clusters Score -2.609964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -26099646.000000 Penalty: 6057.866699
	Iteration 59Q: 3 clusters Score -2.609965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200251 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -26099638.000000 Penalty: 6057.866699
	Iteration 60F: 3 clusters Score -2.609964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200255 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -26099660.000000 Penalty: 6057.866699
	Iteration 61Q: 3 clusters Score -2.609966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200258 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -26099664.000000 Penalty: 6057.866699
	Iteration 62Q: 3 clusters Score -2.609966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200259 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26099666.000000 Penalty: 6057.866699
	Iteration 63Q: 3 clusters Score -2.609967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200259 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26099666.000000 Penalty: 6057.866699
	Iteration 64F: 3 clusters Score -2.609967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38937.359375 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38937.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39204.406250 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39204.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39383.386719 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -39383.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39501.554688 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -39501.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39662.421875 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -39662.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39719.476562 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -39719.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39821.214844 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -39821.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39973.285156 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -39973.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40056.539062 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -40056.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40153.421875 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -40153.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40324.507812 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -40324.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40356.628906 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -40356.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40361.199219 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -40361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40362.164062 Penalty: 2911.171387
	Iteration 13F: 3 clusters Score -40362.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40376.058594 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -40376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40376.058594 Penalty: 2911.171387
	Iteration 15F: 3 clusters Score -40376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 69 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143175 members 
Mstep: Class 25 contains 285 members 
Entering Unmasked Estep 
Score: -138541440.000000 Penalty: 86203.304688
Splitting cluster 4 changes total score from -138543216.000000 to -138541440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69891.640625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69891.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68378.945312 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68378.95 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68751.781250 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68751.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68866.140625 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68866.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68956.007812 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -68956.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69092.265625 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -69092.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69272.335938 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69272.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69570.070312 Penalty: 3192.330566
	Iteration 6F: 3 clusters Score -69570.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69987.750000 Penalty: 3192.330566
	Iteration 7F: 3 clusters Score -69987.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70298.476562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -70298.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70424.554688 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -70424.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70437.539062 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -70437.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70441.203125 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -70441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70441.203125 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -70441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143175 members 
Mstep: Class 25 contains 396 members 
Entering Unmasked Estep 
Score: -138541968.000000 Penalty: 86203.304688
Splitting cluster 5 changes total score from -138543216.000000 to -138541968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -1101377.625000 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -1101378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1094477.500000 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -1094478 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1096436.875000 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -1096437 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1096745.250000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -1096745 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1097044.375000 Penalty: 4500.962402
	Iteration 3F: 3 clusters Score -1097044 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1097345.750000 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -1097346 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1097666.875000 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -1097667 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1097978.375000 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -1097978 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1098239.625000 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -1098240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1098444.750000 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -1098445 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1098620.625000 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -1098621 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1098771.000000 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -1098771 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1098894.750000 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -1098895 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1098992.125000 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -1098992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1099069.000000 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -1099069 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1099133.000000 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -1099133 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1099190.125000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -1099190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1099232.250000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -1099232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1099266.125000 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -1099266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1099291.750000 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -1099292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1099319.000000 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -1099319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1099340.500000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -1099340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1099361.125000 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -1099361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1099378.000000 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -1099378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1099395.750000 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -1099396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1099412.000000 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -1099412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1099421.625000 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -1099422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1099429.250000 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -1099429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1099440.875000 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -1099441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1099452.375000 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -1099452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1099460.375000 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -1099460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1099469.750000 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -1099470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1099475.750000 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -1099476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1099480.875000 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -1099481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1099484.500000 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -1099484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1099489.000000 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -1099489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1099490.000000 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -1099490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1099497.750000 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -1099498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1099499.375000 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -1099499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1099503.625000 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -1099504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1099509.000000 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -1099509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1099509.625000 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -1099510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1099514.125000 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -1099514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1099514.375000 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -1099514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1099516.125000 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -1099516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1099516.875000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -1099517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1099517.375000 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -1099517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1099517.875000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -1099518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1099518.250000 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -1099518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1099518.625000 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -1099519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1099521.625000 Penalty: 4500.962402
	Iteration 49Q: 3 clusters Score -1099522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1099522.250000 Penalty: 4500.962402
	Iteration 50Q: 3 clusters Score -1099522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1099525.875000 Penalty: 4500.962402
	Iteration 51Q: 3 clusters Score -1099526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1099525.625000 Penalty: 4500.962402
	Iteration 52Q: 3 clusters Score -1099526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1099523.250000 Penalty: 4500.962402
	Iteration 53Q: 3 clusters Score -1099523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1099524.250000 Penalty: 4500.962402
	Iteration 54Q: 3 clusters Score -1099524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1099525.500000 Penalty: 4500.962402
	Iteration 55Q: 3 clusters Score -1099526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1099527.000000 Penalty: 4500.962402
	Iteration 56Q: 3 clusters Score -1099527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1099526.625000 Penalty: 4500.962402
	Iteration 57Q: 3 clusters Score -1099527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1099529.000000 Penalty: 4500.962402
	Iteration 58Q: 3 clusters Score -1099529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1099527.375000 Penalty: 4500.962402
	Iteration 59Q: 3 clusters Score -1099527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1099529.000000 Penalty: 4500.962402
	Iteration 60F: 3 clusters Score -1099529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1099530.625000 Penalty: 4500.962402
	Iteration 61Q: 3 clusters Score -1099531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1099533.375000 Penalty: 4500.962402
	Iteration 62Q: 3 clusters Score -1099533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1099533.375000 Penalty: 4500.962402
	Iteration 63F: 3 clusters Score -1099533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Entering Unmasked Estep 
Score: -21723494.000000 Penalty: 2983.471924
	Iteration 0F: 2 clusters Score -2.172349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -21614790.000000 Penalty: 5966.943848
	Iteration 0F: 3 clusters Score -2.161479e+07 nChanged 80132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -21660718.000000 Penalty: 5966.943848
	Iteration 1F: 3 clusters Score -2.166072e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -21661656.000000 Penalty: 5966.943848
	Iteration 2Q: 3 clusters Score -2.166166e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -21662414.000000 Penalty: 5966.943848
	Iteration 3Q: 3 clusters Score -2.166241e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -21663558.000000 Penalty: 5966.943848
	Iteration 4Q: 3 clusters Score -2.166356e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -21665148.000000 Penalty: 5966.943848
	Iteration 5Q: 3 clusters Score -2.166515e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -21667524.000000 Penalty: 5966.943848
	Iteration 6Q: 3 clusters Score -2.166752e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -21671848.000000 Penalty: 5966.943848
	Iteration 7F: 3 clusters Score -2.167185e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -21679836.000000 Penalty: 5966.943848
	Iteration 8F: 3 clusters Score -2.167984e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 135503 members 
Entering Unmasked Estep 
Score: -21691766.000000 Penalty: 5966.943848
	Iteration 9F: 3 clusters Score -2.169177e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 149789 members 
Entering Unmasked Estep 
Score: -21705006.000000 Penalty: 5966.943848
	Iteration 10F: 3 clusters Score -2.170501e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 159726 members 
Entering Unmasked Estep 
Score: -21714238.000000 Penalty: 5966.943848
	Iteration 11F: 3 clusters Score -2.171424e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -21718348.000000 Penalty: 5966.943848
	Iteration 12Q: 3 clusters Score -2.171835e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -21719804.000000 Penalty: 5966.943848
	Iteration 13Q: 3 clusters Score -2.17198e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 166748 members 
Entering Unmasked Estep 
Score: -21720408.000000 Penalty: 5966.943848
	Iteration 14Q: 3 clusters Score -2.172041e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -21720678.000000 Penalty: 5966.943848
	Iteration 15Q: 3 clusters Score -2.172068e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -21720776.000000 Penalty: 5966.943848
	Iteration 16Q: 3 clusters Score -2.172078e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -21720832.000000 Penalty: 5966.943848
	Iteration 17Q: 3 clusters Score -2.172083e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 167130 members 
Entering Unmasked Estep 
Score: -21720854.000000 Penalty: 5966.943848
	Iteration 18Q: 3 clusters Score -2.172085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -21720884.000000 Penalty: 5966.943848
	Iteration 19Q: 3 clusters Score -2.172088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -21720924.000000 Penalty: 5966.943848
	Iteration 20F: 3 clusters Score -2.172092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -21720942.000000 Penalty: 5966.943848
	Iteration 21Q: 3 clusters Score -2.172094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -21720946.000000 Penalty: 5966.943848
	Iteration 22Q: 3 clusters Score -2.172095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -21720946.000000 Penalty: 5966.943848
	Iteration 23Q: 3 clusters Score -2.172095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21720950.000000 Penalty: 5966.943848
	Iteration 24Q: 3 clusters Score -2.172095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -21720948.000000 Penalty: 5966.943848
	Iteration 25Q: 3 clusters Score -2.172095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -21720962.000000 Penalty: 5966.943848
	Iteration 26Q: 3 clusters Score -2.172096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 167188 members 
Entering Unmasked Estep 
Score: -21720940.000000 Penalty: 5966.943848
	Iteration 27Q: 3 clusters Score -2.172094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21720964.000000 Penalty: 5966.943848
	Iteration 28Q: 3 clusters Score -2.172096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21720966.000000 Penalty: 5966.943848
	Iteration 29Q: 3 clusters Score -2.172097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -21720958.000000 Penalty: 5966.943848
	Iteration 30Q: 3 clusters Score -2.172096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21720964.000000 Penalty: 5966.943848
	Iteration 31Q: 3 clusters Score -2.172096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -21720968.000000 Penalty: 5966.943848
	Iteration 32Q: 3 clusters Score -2.172097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -21720972.000000 Penalty: 5966.943848
	Iteration 33Q: 3 clusters Score -2.172097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -21720972.000000 Penalty: 5966.943848
	Iteration 34Q: 3 clusters Score -2.172097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -21720974.000000 Penalty: 5966.943848
	Iteration 35Q: 3 clusters Score -2.172097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -21720970.000000 Penalty: 5966.943848
	Iteration 36Q: 3 clusters Score -2.172097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -21720970.000000 Penalty: 5966.943848
	Iteration 37F: 3 clusters Score -2.172097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Entering Unmasked Estep 
Score: -8914098.000000 Penalty: 2769.214111
	Iteration 0F: 2 clusters Score -8914098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -8866638.000000 Penalty: 5538.428223
	Iteration 0F: 3 clusters Score -8866638 nChanged 32970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -8885159.000000 Penalty: 5538.428223
	Iteration 1F: 3 clusters Score -8885159 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8885710.000000 Penalty: 5538.428223
	Iteration 2Q: 3 clusters Score -8885710 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -8886629.000000 Penalty: 5538.428223
	Iteration 3Q: 3 clusters Score -8886629 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8887828.000000 Penalty: 5538.428223
	Iteration 4Q: 3 clusters Score -8887828 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8889848.000000 Penalty: 5538.428223
	Iteration 5F: 3 clusters Score -8889848 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -8893206.000000 Penalty: 5538.428223
	Iteration 6F: 3 clusters Score -8893206 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -8898250.000000 Penalty: 5538.428223
	Iteration 7F: 3 clusters Score -8898250 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -8903881.000000 Penalty: 5538.428223
	Iteration 8F: 3 clusters Score -8903881 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -8908289.000000 Penalty: 5538.428223
	Iteration 9F: 3 clusters Score -8908289 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -8910469.000000 Penalty: 5538.428223
	Iteration 10Q: 3 clusters Score -8910469 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -8911190.000000 Penalty: 5538.428223
	Iteration 11Q: 3 clusters Score -8911190 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -8911419.000000 Penalty: 5538.428223
	Iteration 12Q: 3 clusters Score -8911419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -8911522.000000 Penalty: 5538.428223
	Iteration 13Q: 3 clusters Score -8911522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -8911580.000000 Penalty: 5538.428223
	Iteration 14Q: 3 clusters Score -8911580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -8911619.000000 Penalty: 5538.428223
	Iteration 15Q: 3 clusters Score -8911619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -8911629.000000 Penalty: 5538.428223
	Iteration 16Q: 3 clusters Score -8911629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 5538.428223
	Iteration 17Q: 3 clusters Score -8911639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -8911649.000000 Penalty: 5538.428223
	Iteration 18Q: 3 clusters Score -8911649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -8911649.000000 Penalty: 5538.428223
	Iteration 19Q: 3 clusters Score -8911649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -8911654.000000 Penalty: 5538.428223
	Iteration 20F: 3 clusters Score -8911654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Entering Unmasked Estep 
Score: -10928277.000000 Penalty: 2813.170410
	Iteration 0F: 2 clusters Score -1.092828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10871692.000000 Penalty: 5626.340820
	Iteration 0F: 3 clusters Score -1.087169e+07 nChanged 39917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -10894134.000000 Penalty: 5626.340820
	Iteration 1F: 3 clusters Score -1.089413e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -10894668.000000 Penalty: 5626.340820
	Iteration 2Q: 3 clusters Score -1.089467e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -10895282.000000 Penalty: 5626.340820
	Iteration 3Q: 3 clusters Score -1.089528e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -10896149.000000 Penalty: 5626.340820
	Iteration 4Q: 3 clusters Score -1.089615e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -10897376.000000 Penalty: 5626.340820
	Iteration 5Q: 3 clusters Score -1.089738e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10899337.000000 Penalty: 5626.340820
	Iteration 6F: 3 clusters Score -1.089934e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -10902684.000000 Penalty: 5626.340820
	Iteration 7F: 3 clusters Score -1.090268e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -10907546.000000 Penalty: 5626.340820
	Iteration 8F: 3 clusters Score -1.090755e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -10913393.000000 Penalty: 5626.340820
	Iteration 9F: 3 clusters Score -1.091339e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -10918451.000000 Penalty: 5626.340820
	Iteration 10F: 3 clusters Score -1.091845e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -10921662.000000 Penalty: 5626.340820
	Iteration 11Q: 3 clusters Score -1.092166e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -10923472.000000 Penalty: 5626.340820
	Iteration 12Q: 3 clusters Score -1.092347e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -10924444.000000 Penalty: 5626.340820
	Iteration 13Q: 3 clusters Score -1.092444e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10925053.000000 Penalty: 5626.340820
	Iteration 14Q: 3 clusters Score -1.092505e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -10925470.000000 Penalty: 5626.340820
	Iteration 15Q: 3 clusters Score -1.092547e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -10925699.000000 Penalty: 5626.340820
	Iteration 16Q: 3 clusters Score -1.09257e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -10925859.000000 Penalty: 5626.340820
	Iteration 17Q: 3 clusters Score -1.092586e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -10925927.000000 Penalty: 5626.340820
	Iteration 18Q: 3 clusters Score -1.092593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -10925982.000000 Penalty: 5626.340820
	Iteration 19Q: 3 clusters Score -1.092598e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -10926016.000000 Penalty: 5626.340820
	Iteration 20F: 3 clusters Score -1.092602e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -10926034.000000 Penalty: 5626.340820
	Iteration 21Q: 3 clusters Score -1.092603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -10926033.000000 Penalty: 5626.340820
	Iteration 22Q: 3 clusters Score -1.092603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -10926045.000000 Penalty: 5626.340820
	Iteration 23Q: 3 clusters Score -1.092604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -10926059.000000 Penalty: 5626.340820
	Iteration 24Q: 3 clusters Score -1.092606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -10926065.000000 Penalty: 5626.340820
	Iteration 25Q: 3 clusters Score -1.092606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -10926079.000000 Penalty: 5626.340820
	Iteration 26Q: 3 clusters Score -1.092608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -10926081.000000 Penalty: 5626.340820
	Iteration 27Q: 3 clusters Score -1.092608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -10926087.000000 Penalty: 5626.340820
	Iteration 28Q: 3 clusters Score -1.092609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -10926086.000000 Penalty: 5626.340820
	Iteration 29Q: 3 clusters Score -1.092609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10926096.000000 Penalty: 5626.340820
	Iteration 30Q: 3 clusters Score -1.09261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -10926084.000000 Penalty: 5626.340820
	Iteration 31Q: 3 clusters Score -1.092608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -10926090.000000 Penalty: 5626.340820
	Iteration 32Q: 3 clusters Score -1.092609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -10926092.000000 Penalty: 5626.340820
	Iteration 33Q: 3 clusters Score -1.092609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -10926097.000000 Penalty: 5626.340820
	Iteration 34Q: 3 clusters Score -1.09261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10926096.000000 Penalty: 5626.340820
	Iteration 35Q: 3 clusters Score -1.09261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -10926096.000000 Penalty: 5626.340820
	Iteration 36Q: 3 clusters Score -1.09261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -10926091.000000 Penalty: 5626.340820
	Iteration 37Q: 3 clusters Score -1.092609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -10926091.000000 Penalty: 5626.340820
	Iteration 38Q: 3 clusters Score -1.092609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10926096.000000 Penalty: 5626.340820
	Iteration 39Q: 3 clusters Score -1.09261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10926096.000000 Penalty: 5626.340820
	Iteration 40F: 3 clusters Score -1.09261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61926.058594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61926.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60403.773438 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -60403.77 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60559.273438 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -60559.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60633.820312 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -60633.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60689.222656 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60689.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60738.820312 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60738.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60760.355469 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60760.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60774.386719 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60774.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60775.808594 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60775.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60775.808594 Penalty: 3123.366211
	Iteration 8F: 3 clusters Score -60775.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -330703.968750 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -330704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -327794.937500 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -327794.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -328282.437500 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -328282.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -328398.437500 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -328398.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -328470.906250 Penalty: 3874.135986
	Iteration 3Q: 3 clusters Score -328470.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -328525.218750 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -328525.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -328559.468750 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -328559.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -328577.625000 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -328577.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -328587.593750 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -328587.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -328598.281250 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -328598.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328611.250000 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -328611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -328616.437500 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -328616.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -328621.062500 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -328621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -328626.312500 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -328626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -328627.968750 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -328628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -328631.625000 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -328631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -328634.656250 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -328634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -328635.937500 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -328635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -328639.031250 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -328639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -328639.593750 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -328639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -328642.156250 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -328642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -328645.281250 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -328645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -328647.062500 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -328647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -328650.218750 Penalty: 3874.135986
	Iteration 22Q: 3 clusters Score -328650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -328652.718750 Penalty: 3874.135986
	Iteration 23Q: 3 clusters Score -328652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -328653.656250 Penalty: 3874.135986
	Iteration 24Q: 3 clusters Score -328653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -328653.812500 Penalty: 3874.135986
	Iteration 25Q: 3 clusters Score -328653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -328654.343750 Penalty: 3874.135986
	Iteration 26Q: 3 clusters Score -328654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -328655.093750 Penalty: 3874.135986
	Iteration 27Q: 3 clusters Score -328655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -328655.093750 Penalty: 3874.135986
	Iteration 28F: 3 clusters Score -328655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28755.486328 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28755.49 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 131 members 
Entering Unmasked Estep 
Score: -27573.380859 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27573.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27660.523438 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27660.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27699.205078 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27699.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27713.546875 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27713.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27720.097656 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27723.214844 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -27723.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27723.214844 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -27723.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131931.250000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129970.304688 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -129970.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130344.054688 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130344.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130441.945312 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -130441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -130703.820312 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -130703.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130834.226562 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -130834.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130963.421875 Penalty: 3483.784424
	Iteration 5F: 3 clusters Score -130963.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -131182.000000 Penalty: 3483.784424
	Iteration 6F: 3 clusters Score -131182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131454.218750 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131454.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -131589.125000 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -131635.828125 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131635.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -131669.515625 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -131669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -131682.687500 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -131682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -131691.000000 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -131691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131693.406250 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -131693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131697.765625 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -131697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131697.765625 Penalty: 3483.784424
	Iteration 15F: 3 clusters Score -131697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -484445.343750 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -484445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -480671.062500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -480671.1 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -481577.406250 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -481577.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -481754.500000 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -481754.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -481841.187500 Penalty: 4092.177734
	Iteration 3Q: 3 clusters Score -481841.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -481887.968750 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -481888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -481913.250000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -481913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -481929.562500 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -481929.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -481943.593750 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -481943.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -481955.250000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -481955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -481964.875000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -481964.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -481974.687500 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -481974.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -481986.437500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -481986.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -482000.437500 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -482000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -482010.250000 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -482010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -482020.531250 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -482020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -482028.968750 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -482029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -482033.812500 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -482033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -482037.718750 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -482037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -482042.562500 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -482042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -482049.375000 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -482049.4 nChanged 17
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: -482056.500000 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -482056.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -482063.312500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -482063.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -482072.312500 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -482072.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -482081.031250 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -482081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -482095.031250 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -482095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -482118.156250 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -482118.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -482151.062500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -482151.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -482175.687500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -482175.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -482194.312500 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -482194.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -482214.187500 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -482214.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -482231.156250 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -482231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -482243.468750 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -482243.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -482257.250000 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -482257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -482264.875000 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -482264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -482270.906250 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -482270.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -482279.218750 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -482279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -482288.500000 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -482288.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -482298.781250 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -482298.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -482306.593750 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -482306.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -482315.250000 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -482315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -482324.375000 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -482324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -482328.593750 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -482328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482330.468750 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -482330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -482331.656250 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -482331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482332.875000 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -482332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -482332.593750 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -482332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482333.218750 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -482333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482334.125000 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -482334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -482333.687500 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -482333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482333.468750 Penalty: 4092.177734
	Iteration 49Q: 3 clusters Score -482333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482335.718750 Penalty: 4092.177734
	Iteration 50Q: 3 clusters Score -482335.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -482338.000000 Penalty: 4092.177734
	Iteration 51Q: 3 clusters Score -482338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -482340.062500 Penalty: 4092.177734
	Iteration 52Q: 3 clusters Score -482340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -482340.781250 Penalty: 4092.177734
	Iteration 53Q: 3 clusters Score -482340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -482342.375000 Penalty: 4092.177734
	Iteration 54Q: 3 clusters Score -482342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -482343.531250 Penalty: 4092.177734
	Iteration 55Q: 3 clusters Score -482343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482344.812500 Penalty: 4092.177734
	Iteration 56Q: 3 clusters Score -482344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482346.000000 Penalty: 4092.177734
	Iteration 57Q: 3 clusters Score -482346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -482347.437500 Penalty: 4092.177734
	Iteration 58Q: 3 clusters Score -482347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -482348.375000 Penalty: 4092.177734
	Iteration 59Q: 3 clusters Score -482348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -482349.468750 Penalty: 4092.177734
	Iteration 60F: 3 clusters Score -482349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -482351.000000 Penalty: 4092.177734
	Iteration 61Q: 3 clusters Score -482351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -482351.312500 Penalty: 4092.177734
	Iteration 62Q: 3 clusters Score -482351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -482354.250000 Penalty: 4092.177734
	Iteration 63Q: 3 clusters Score -482354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -482355.281250 Penalty: 4092.177734
	Iteration 64Q: 3 clusters Score -482355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -482358.406250 Penalty: 4092.177734
	Iteration 65Q: 3 clusters Score -482358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -482362.375000 Penalty: 4092.177734
	Iteration 66Q: 3 clusters Score -482362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -482368.625000 Penalty: 4092.177734
	Iteration 67Q: 3 clusters Score -482368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -482374.625000 Penalty: 4092.177734
	Iteration 68Q: 3 clusters Score -482374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -482378.187500 Penalty: 4092.177734
	Iteration 69Q: 3 clusters Score -482378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -482379.906250 Penalty: 4092.177734
	Iteration 70Q: 3 clusters Score -482379.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -482382.937500 Penalty: 4092.177734
	Iteration 71Q: 3 clusters Score -482382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -482387.218750 Penalty: 4092.177734
	Iteration 72Q: 3 clusters Score -482387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -482391.687500 Penalty: 4092.177734
	Iteration 73Q: 3 clusters Score -482391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482396.406250 Penalty: 4092.177734
	Iteration 74Q: 3 clusters Score -482396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -482398.031250 Penalty: 4092.177734
	Iteration 75Q: 3 clusters Score -482398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482400.031250 Penalty: 4092.177734
	Iteration 76Q: 3 clusters Score -482400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -482402.250000 Penalty: 4092.177734
	Iteration 77Q: 3 clusters Score -482402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -482403.875000 Penalty: 4092.177734
	Iteration 78Q: 3 clusters Score -482403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -482404.781250 Penalty: 4092.177734
	Iteration 79Q: 3 clusters Score -482404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -482405.468750 Penalty: 4092.177734
	Iteration 80F: 3 clusters Score -482405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482405.437500 Penalty: 4092.177734
	Iteration 81Q: 3 clusters Score -482405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482405.437500 Penalty: 4092.177734
	Iteration 82F: 3 clusters Score -482405.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -972568.812500 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -972568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -966242.875000 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -966242.9 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -967928.125000 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -967928.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -968249.312500 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -968249.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -968458.000000 Penalty: 4455.661621
	Iteration 3F: 3 clusters Score -968458 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -968624.125000 Penalty: 4455.661621
	Iteration 4Q: 3 clusters Score -968624.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -968749.562500 Penalty: 4455.661621
	Iteration 5Q: 3 clusters Score -968749.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -968854.125000 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -968854.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -968935.500000 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -968935.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -969009.875000 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -969009.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -969083.625000 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -969083.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -969154.937500 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -969154.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -969219.375000 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -969219.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -969287.687500 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -969287.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -969360.750000 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -969360.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -969437.812500 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -969437.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -969523.937500 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -969523.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -969629.187500 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -969629.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -969740.375000 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -969740.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -969827.937500 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -969827.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -969920.250000 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -969920.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -970012.250000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -970012.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -970096.625000 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -970096.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -970175.187500 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -970175.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -970265.562500 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -970265.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -970381.562500 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -970381.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -970499.062500 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -970499.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -970575.062500 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -970575.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -970636.250000 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -970636.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -970681.562500 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -970681.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -970724.187500 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -970724.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -970747.125000 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -970747.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -970755.625000 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -970755.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -970769.750000 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -970769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -970772.750000 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -970772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -970776.625000 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -970776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -970778.687500 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -970778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -970779.937500 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -970779.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -970781.812500 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -970781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -970784.562500 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -970784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -970789.687500 Penalty: 4455.661621
	Iteration 39Q: 3 clusters Score -970789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -970792.750000 Penalty: 4455.661621
	Iteration 40F: 3 clusters Score -970792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -970791.937500 Penalty: 4455.661621
	Iteration 41Q: 3 clusters Score -970791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -970792.750000 Penalty: 4455.661621
	Iteration 42Q: 3 clusters Score -970792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -970795.125000 Penalty: 4455.661621
	Iteration 43Q: 3 clusters Score -970795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -970797.875000 Penalty: 4455.661621
	Iteration 44Q: 3 clusters Score -970797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -970799.625000 Penalty: 4455.661621
	Iteration 45Q: 3 clusters Score -970799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -970803.375000 Penalty: 4455.661621
	Iteration 46Q: 3 clusters Score -970803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -970804.125000 Penalty: 4455.661621
	Iteration 47Q: 3 clusters Score -970804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -970803.062500 Penalty: 4455.661621
	Iteration 48Q: 3 clusters Score -970803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -970806.437500 Penalty: 4455.661621
	Iteration 49Q: 3 clusters Score -970806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -970805.187500 Penalty: 4455.661621
	Iteration 50Q: 3 clusters Score -970805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -970807.062500 Penalty: 4455.661621
	Iteration 51Q: 3 clusters Score -970807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -970810.062500 Penalty: 4455.661621
	Iteration 52Q: 3 clusters Score -970810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -970811.875000 Penalty: 4455.661621
	Iteration 53Q: 3 clusters Score -970811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -970814.000000 Penalty: 4455.661621
	Iteration 54Q: 3 clusters Score -970814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -970813.250000 Penalty: 4455.661621
	Iteration 55Q: 3 clusters Score -970813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -970814.875000 Penalty: 4455.661621
	Iteration 56Q: 3 clusters Score -970814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -970813.687500 Penalty: 4455.661621
	Iteration 57Q: 3 clusters Score -970813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -970815.250000 Penalty: 4455.661621
	Iteration 58Q: 3 clusters Score -970815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -970815.875000 Penalty: 4455.661621
	Iteration 59Q: 3 clusters Score -970815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -970818.750000 Penalty: 4455.661621
	Iteration 60F: 3 clusters Score -970818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -970820.187500 Penalty: 4455.661621
	Iteration 61Q: 3 clusters Score -970820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -970822.437500 Penalty: 4455.661621
	Iteration 62Q: 3 clusters Score -970822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -970824.187500 Penalty: 4455.661621
	Iteration 63Q: 3 clusters Score -970824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -970824.625000 Penalty: 4455.661621
	Iteration 64Q: 3 clusters Score -970824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -970826.062500 Penalty: 4455.661621
	Iteration 65Q: 3 clusters Score -970826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -970823.250000 Penalty: 4455.661621
	Iteration 66Q: 3 clusters Score -970823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -970825.187500 Penalty: 4455.661621
	Iteration 67Q: 3 clusters Score -970825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -970826.312500 Penalty: 4455.661621
	Iteration 68Q: 3 clusters Score -970826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -970826.312500 Penalty: 4455.661621
	Iteration 69F: 3 clusters Score -970826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208929.640625 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208929.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209290.593750 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209290.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209392.515625 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209392.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209452.156250 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209452.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209501.562500 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209501.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -209535.453125 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209535.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209558.328125 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209571.078125 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209578.062500 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209583.015625 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209585.375000 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209589.500000 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209594.140625 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -209594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209596.453125 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -209596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209597.796875 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -209597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209598.312500 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -209598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209599.656250 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -209599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209600.140625 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -209600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209601.031250 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -209601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209601.031250 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -209601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209601.031250 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -209601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -610738.625000 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -610738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -606265.625000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -606265.6 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -607482.187500 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -607482.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -607877.250000 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -607877.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -608167.875000 Penalty: 4222.340332
	Iteration 3F: 3 clusters Score -608167.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -608412.250000 Penalty: 4222.340332
	Iteration 4F: 3 clusters Score -608412.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -608592.187500 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -608592.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -608748.750000 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -608748.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -608848.250000 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -608848.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -608932.750000 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -608932.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -608993.687500 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -608993.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -609041.375000 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -609041.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -609070.812500 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -609070.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -609094.812500 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -609094.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -609114.062500 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -609114.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -609127.625000 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -609127.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -609137.000000 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -609137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -609143.187500 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -609143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -609147.312500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -609147.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -609151.812500 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -609151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -609158.500000 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -609158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -609163.750000 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -609163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -609166.187500 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -609166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -609169.625000 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -609169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -609171.500000 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -609171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -609174.812500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -609174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -609176.125000 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -609176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -609177.250000 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -609177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -609178.000000 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -609178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -609178.437500 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -609178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -609179.000000 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -609179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -609178.875000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -609178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -609180.062500 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -609180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -609180.875000 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -609180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -609182.812500 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -609182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -609183.250000 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -609183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -609183.500000 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -609183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -609183.187500 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -609183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -609184.437500 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -609184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -609184.812500 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -609184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -609185.062500 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -609185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -609186.750000 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -609186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -609188.125000 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -609188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -609187.750000 Penalty: 4222.340332
	Iteration 42Q: 3 clusters Score -609187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -609187.750000 Penalty: 4222.340332
	Iteration 43F: 3 clusters Score -609187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144368 members 
Entering Unmasked Estep 
Score: -18715614.000000 Penalty: 2946.270020
	Iteration 0F: 2 clusters Score -1.871561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -18619902.000000 Penalty: 5892.540039
	Iteration 0F: 3 clusters Score -1.86199e+07 nChanged 68891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -18660060.000000 Penalty: 5892.540039
	Iteration 1F: 3 clusters Score -1.866006e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -18661360.000000 Penalty: 5892.540039
	Iteration 2Q: 3 clusters Score -1.866136e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -18663522.000000 Penalty: 5892.540039
	Iteration 3Q: 3 clusters Score -1.866352e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -18666708.000000 Penalty: 5892.540039
	Iteration 4Q: 3 clusters Score -1.866671e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -18672362.000000 Penalty: 5892.540039
	Iteration 5F: 3 clusters Score -1.867236e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -18680720.000000 Penalty: 5892.540039
	Iteration 6F: 3 clusters Score -1.868072e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -18690672.000000 Penalty: 5892.540039
	Iteration 7F: 3 clusters Score -1.869067e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
Score: -18699782.000000 Penalty: 5892.540039
	Iteration 8F: 3 clusters Score -1.869978e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -18706020.000000 Penalty: 5892.540039
	Iteration 9Q: 3 clusters Score -1.870602e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -18708908.000000 Penalty: 5892.540039
	Iteration 10Q: 3 clusters Score -1.870891e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 126805 members 
Entering Unmasked Estep 
Score: -18710114.000000 Penalty: 5892.540039
	Iteration 11Q: 3 clusters Score -1.871011e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -18710546.000000 Penalty: 5892.540039
	Iteration 12Q: 3 clusters Score -1.871055e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -18710786.000000 Penalty: 5892.540039
	Iteration 13Q: 3 clusters Score -1.871079e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 128826 members 
Entering Unmasked Estep 
Score: -18710994.000000 Penalty: 5892.540039
	Iteration 14Q: 3 clusters Score -1.871099e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -18711208.000000 Penalty: 5892.540039
	Iteration 15Q: 3 clusters Score -1.871121e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -18711374.000000 Penalty: 5892.540039
	Iteration 16Q: 3 clusters Score -1.871137e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -18711414.000000 Penalty: 5892.540039
	Iteration 17Q: 3 clusters Score -1.871141e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 130375 members 
Entering Unmasked Estep 
Score: -18711484.000000 Penalty: 5892.540039
	Iteration 18Q: 3 clusters Score -1.871148e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 130666 members 
Entering Unmasked Estep 
Score: -18711544.000000 Penalty: 5892.540039
	Iteration 19Q: 3 clusters Score -1.871154e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 130917 members 
Entering Unmasked Estep 
Score: -18711622.000000 Penalty: 5892.540039
	Iteration 20F: 3 clusters Score -1.871162e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -18711736.000000 Penalty: 5892.540039
	Iteration 21Q: 3 clusters Score -1.871174e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 131353 members 
Entering Unmasked Estep 
Score: -18711766.000000 Penalty: 5892.540039
	Iteration 22Q: 3 clusters Score -1.871177e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 131571 members 
Entering Unmasked Estep 
Score: -18711752.000000 Penalty: 5892.540039
	Iteration 23Q: 3 clusters Score -1.871175e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -18711792.000000 Penalty: 5892.540039
	Iteration 24Q: 3 clusters Score -1.871179e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -18711822.000000 Penalty: 5892.540039
	Iteration 25Q: 3 clusters Score -1.871182e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 132144 members 
Entering Unmasked Estep 
Score: -18711824.000000 Penalty: 5892.540039
	Iteration 26Q: 3 clusters Score -1.871182e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
Score: -18711820.000000 Penalty: 5892.540039
	Iteration 27Q: 3 clusters Score -1.871182e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -18711840.000000 Penalty: 5892.540039
	Iteration 28Q: 3 clusters Score -1.871184e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 132574 members 
Entering Unmasked Estep 
Score: -18711864.000000 Penalty: 5892.540039
	Iteration 29Q: 3 clusters Score -1.871186e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 132720 members 
Entering Unmasked Estep 
Score: -18711848.000000 Penalty: 5892.540039
	Iteration 30Q: 3 clusters Score -1.871185e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -18711804.000000 Penalty: 5892.540039
	Iteration 31Q: 3 clusters Score -1.87118e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -18711868.000000 Penalty: 5892.540039
	Iteration 32Q: 3 clusters Score -1.871187e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 133096 members 
Entering Unmasked Estep 
Score: -18711856.000000 Penalty: 5892.540039
	Iteration 33Q: 3 clusters Score -1.871186e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -18711868.000000 Penalty: 5892.540039
	Iteration 34Q: 3 clusters Score -1.871187e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -18711862.000000 Penalty: 5892.540039
	Iteration 35Q: 3 clusters Score -1.871186e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 133437 members 
Entering Unmasked Estep 
Score: -18711900.000000 Penalty: 5892.540039
	Iteration 36Q: 3 clusters Score -1.87119e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 133552 members 
Entering Unmasked Estep 
Score: -18711888.000000 Penalty: 5892.540039
	Iteration 37Q: 3 clusters Score -1.871189e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 133657 members 
Entering Unmasked Estep 
Score: -18711916.000000 Penalty: 5892.540039
	Iteration 38Q: 3 clusters Score -1.871192e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -18711882.000000 Penalty: 5892.540039
	Iteration 39Q: 3 clusters Score -1.871188e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -18711892.000000 Penalty: 5892.540039
	Iteration 40F: 3 clusters Score -1.871189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -18711908.000000 Penalty: 5892.540039
	Iteration 41Q: 3 clusters Score -1.871191e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -18711896.000000 Penalty: 5892.540039
	Iteration 42Q: 3 clusters Score -1.87119e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -18711888.000000 Penalty: 5892.540039
	Iteration 43Q: 3 clusters Score -1.871189e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -18711880.000000 Penalty: 5892.540039
	Iteration 44Q: 3 clusters Score -1.871188e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 134474 members 
Entering Unmasked Estep 
Score: -18711896.000000 Penalty: 5892.540039
	Iteration 45Q: 3 clusters Score -1.87119e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -18711892.000000 Penalty: 5892.540039
	Iteration 46Q: 3 clusters Score -1.871189e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 134687 members 
Entering Unmasked Estep 
Score: -18711900.000000 Penalty: 5892.540039
	Iteration 47Q: 3 clusters Score -1.87119e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 134802 members 
Entering Unmasked Estep 
Score: -18711922.000000 Penalty: 5892.540039
	Iteration 48Q: 3 clusters Score -1.871192e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -18711878.000000 Penalty: 5892.540039
	Iteration 49Q: 3 clusters Score -1.871188e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -18711916.000000 Penalty: 5892.540039
	Iteration 50Q: 3 clusters Score -1.871192e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -18711904.000000 Penalty: 5892.540039
	Iteration 51Q: 3 clusters Score -1.87119e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -18711944.000000 Penalty: 5892.540039
	Iteration 52Q: 3 clusters Score -1.871194e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -18711966.000000 Penalty: 5892.540039
	Iteration 53Q: 3 clusters Score -1.871197e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 135454 members 
Entering Unmasked Estep 
Score: -18711984.000000 Penalty: 5892.540039
	Iteration 54Q: 3 clusters Score -1.871198e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -18711990.000000 Penalty: 5892.540039
	Iteration 55Q: 3 clusters Score -1.871199e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 135716 members 
Entering Unmasked Estep 
Score: -18712020.000000 Penalty: 5892.540039
	Iteration 56Q: 3 clusters Score -1.871202e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -18712010.000000 Penalty: 5892.540039
	Iteration 57Q: 3 clusters Score -1.871201e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 135925 members 
Entering Unmasked Estep 
Score: -18712054.000000 Penalty: 5892.540039
	Iteration 58Q: 3 clusters Score -1.871205e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
Score: -18712066.000000 Penalty: 5892.540039
	Iteration 59Q: 3 clusters Score -1.871207e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -18712118.000000 Penalty: 5892.540039
	Iteration 60F: 3 clusters Score -1.871212e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 136294 members 
Entering Unmasked Estep 
Score: -18712138.000000 Penalty: 5892.540039
	Iteration 61Q: 3 clusters Score -1.871214e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -18712150.000000 Penalty: 5892.540039
	Iteration 62Q: 3 clusters Score -1.871215e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -18712164.000000 Penalty: 5892.540039
	Iteration 63Q: 3 clusters Score -1.871216e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -18712200.000000 Penalty: 5892.540039
	Iteration 64Q: 3 clusters Score -1.87122e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 136873 members 
Entering Unmasked Estep 
Score: -18712192.000000 Penalty: 5892.540039
	Iteration 65Q: 3 clusters Score -1.871219e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -18712176.000000 Penalty: 5892.540039
	Iteration 66Q: 3 clusters Score -1.871218e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 137123 members 
Entering Unmasked Estep 
Score: -18712198.000000 Penalty: 5892.540039
	Iteration 67Q: 3 clusters Score -1.87122e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -18712220.000000 Penalty: 5892.540039
	Iteration 68Q: 3 clusters Score -1.871222e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 137395 members 
Entering Unmasked Estep 
Score: -18712204.000000 Penalty: 5892.540039
	Iteration 69Q: 3 clusters Score -1.87122e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -18712238.000000 Penalty: 5892.540039
	Iteration 70Q: 3 clusters Score -1.871224e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -18712248.000000 Penalty: 5892.540039
	Iteration 71Q: 3 clusters Score -1.871225e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 137837 members 
Entering Unmasked Estep 
Score: -18712252.000000 Penalty: 5892.540039
	Iteration 72Q: 3 clusters Score -1.871225e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -18712318.000000 Penalty: 5892.540039
	Iteration 73Q: 3 clusters Score -1.871232e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -18712292.000000 Penalty: 5892.540039
	Iteration 74Q: 3 clusters Score -1.871229e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -18712374.000000 Penalty: 5892.540039
	Iteration 75Q: 3 clusters Score -1.871237e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 138402 members 
Entering Unmasked Estep 
Score: -18712374.000000 Penalty: 5892.540039
	Iteration 76Q: 3 clusters Score -1.871237e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 138519 members 
Entering Unmasked Estep 
Score: -18712392.000000 Penalty: 5892.540039
	Iteration 77Q: 3 clusters Score -1.871239e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -18712418.000000 Penalty: 5892.540039
	Iteration 78Q: 3 clusters Score -1.871242e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -18712410.000000 Penalty: 5892.540039
	Iteration 79Q: 3 clusters Score -1.871241e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -18712430.000000 Penalty: 5892.540039
	Iteration 80F: 3 clusters Score -1.871243e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -18712420.000000 Penalty: 5892.540039
	Iteration 81Q: 3 clusters Score -1.871242e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 139123 members 
Entering Unmasked Estep 
Score: -18712470.000000 Penalty: 5892.540039
	Iteration 82Q: 3 clusters Score -1.871247e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -18712498.000000 Penalty: 5892.540039
	Iteration 83Q: 3 clusters Score -1.87125e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -18712520.000000 Penalty: 5892.540039
	Iteration 84Q: 3 clusters Score -1.871252e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -18712542.000000 Penalty: 5892.540039
	Iteration 85Q: 3 clusters Score -1.871254e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -18712572.000000 Penalty: 5892.540039
	Iteration 86Q: 3 clusters Score -1.871257e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
Score: -18712598.000000 Penalty: 5892.540039
	Iteration 87Q: 3 clusters Score -1.87126e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 139995 members 
Entering Unmasked Estep 
Score: -18712620.000000 Penalty: 5892.540039
	Iteration 88Q: 3 clusters Score -1.871262e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 140114 members 
Entering Unmasked Estep 
Score: -18712696.000000 Penalty: 5892.540039
	Iteration 89Q: 3 clusters Score -1.87127e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -18712698.000000 Penalty: 5892.540039
	Iteration 90Q: 3 clusters Score -1.87127e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 140331 members 
Entering Unmasked Estep 
Score: -18712734.000000 Penalty: 5892.540039
	Iteration 91Q: 3 clusters Score -1.871273e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -18712742.000000 Penalty: 5892.540039
	Iteration 92Q: 3 clusters Score -1.871274e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 140540 members 
Entering Unmasked Estep 
Score: -18712774.000000 Penalty: 5892.540039
	Iteration 93Q: 3 clusters Score -1.871277e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 140648 members 
Entering Unmasked Estep 
Score: -18712810.000000 Penalty: 5892.540039
	Iteration 94Q: 3 clusters Score -1.871281e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -18712806.000000 Penalty: 5892.540039
	Iteration 95Q: 3 clusters Score -1.871281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 140825 members 
Entering Unmasked Estep 
Score: -18712850.000000 Penalty: 5892.540039
	Iteration 96Q: 3 clusters Score -1.871285e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -18712862.000000 Penalty: 5892.540039
	Iteration 97Q: 3 clusters Score -1.871286e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 140993 members 
Entering Unmasked Estep 
Score: -18712868.000000 Penalty: 5892.540039
	Iteration 98Q: 3 clusters Score -1.871287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -18712882.000000 Penalty: 5892.540039
	Iteration 99Q: 3 clusters Score -1.871288e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -18712914.000000 Penalty: 5892.540039
	Iteration 100F: 3 clusters Score -1.871291e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 141226 members 
Entering Unmasked Estep 
Score: -18712910.000000 Penalty: 5892.540039
	Iteration 101Q: 3 clusters Score -1.871291e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 141322 members 
Entering Unmasked Estep 
Score: -18712944.000000 Penalty: 5892.540039
	Iteration 102Q: 3 clusters Score -1.871294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -18712966.000000 Penalty: 5892.540039
	Iteration 103Q: 3 clusters Score -1.871297e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 141462 members 
Entering Unmasked Estep 
Score: -18713004.000000 Penalty: 5892.540039
	Iteration 104Q: 3 clusters Score -1.8713e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -18713016.000000 Penalty: 5892.540039
	Iteration 105Q: 3 clusters Score -1.871302e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -18713024.000000 Penalty: 5892.540039
	Iteration 106Q: 3 clusters Score -1.871302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -18713072.000000 Penalty: 5892.540039
	Iteration 107Q: 3 clusters Score -1.871307e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -18713072.000000 Penalty: 5892.540039
	Iteration 108Q: 3 clusters Score -1.871307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -18713086.000000 Penalty: 5892.540039
	Iteration 109Q: 3 clusters Score -1.871309e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -18713098.000000 Penalty: 5892.540039
	Iteration 110Q: 3 clusters Score -1.87131e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -18713118.000000 Penalty: 5892.540039
	Iteration 111Q: 3 clusters Score -1.871312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -18713120.000000 Penalty: 5892.540039
	Iteration 112Q: 3 clusters Score -1.871312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -18713120.000000 Penalty: 5892.540039
	Iteration 113Q: 3 clusters Score -1.871312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -18713154.000000 Penalty: 5892.540039
	Iteration 114Q: 3 clusters Score -1.871315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 141995 members 
Entering Unmasked Estep 
Score: -18713162.000000 Penalty: 5892.540039
	Iteration 115Q: 3 clusters Score -1.871316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -18713162.000000 Penalty: 5892.540039
	Iteration 116Q: 3 clusters Score -1.871316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -18713144.000000 Penalty: 5892.540039
	Iteration 117Q: 3 clusters Score -1.871314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -18713152.000000 Penalty: 5892.540039
	Iteration 118Q: 3 clusters Score -1.871315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -18713162.000000 Penalty: 5892.540039
	Iteration 119Q: 3 clusters Score -1.871316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 142115 members 
Entering Unmasked Estep 
Score: -18713174.000000 Penalty: 5892.540039
	Iteration 120F: 3 clusters Score -1.871317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -18713174.000000 Penalty: 5892.540039
	Iteration 121Q: 3 clusters Score -1.871317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 142130 members 
Entering Unmasked Estep 
Score: -18713188.000000 Penalty: 5892.540039
	Iteration 122Q: 3 clusters Score -1.871319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -18713178.000000 Penalty: 5892.540039
	Iteration 123Q: 3 clusters Score -1.871318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -18713184.000000 Penalty: 5892.540039
	Iteration 124Q: 3 clusters Score -1.871318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -18713176.000000 Penalty: 5892.540039
	Iteration 125Q: 3 clusters Score -1.871318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -18713182.000000 Penalty: 5892.540039
	Iteration 126Q: 3 clusters Score -1.871318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -18713178.000000 Penalty: 5892.540039
	Iteration 127Q: 3 clusters Score -1.871318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -18713180.000000 Penalty: 5892.540039
	Iteration 128Q: 3 clusters Score -1.871318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -18713186.000000 Penalty: 5892.540039
	Iteration 129Q: 3 clusters Score -1.871319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 142197 members 
Entering Unmasked Estep 
Score: -18713188.000000 Penalty: 5892.540039
	Iteration 130Q: 3 clusters Score -1.871319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -18713188.000000 Penalty: 5892.540039
	Iteration 131Q: 3 clusters Score -1.871319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 142200 members 
Entering Unmasked Estep 
Score: -18713182.000000 Penalty: 5892.540039
	Iteration 132Q: 3 clusters Score -1.871318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 142204 members 
Entering Unmasked Estep 
Score: -18713188.000000 Penalty: 5892.540039
	Iteration 133Q: 3 clusters Score -1.871319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -18713196.000000 Penalty: 5892.540039
	Iteration 134Q: 3 clusters Score -1.87132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -18713196.000000 Penalty: 5892.540039
	Iteration 135Q: 3 clusters Score -1.87132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 142218 members 
Entering Unmasked Estep 
Score: -18713200.000000 Penalty: 5892.540039
	Iteration 136Q: 3 clusters Score -1.87132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 142222 members 
Entering Unmasked Estep 
Score: -18713210.000000 Penalty: 5892.540039
	Iteration 137Q: 3 clusters Score -1.871321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -18713202.000000 Penalty: 5892.540039
	Iteration 138Q: 3 clusters Score -1.87132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -18713208.000000 Penalty: 5892.540039
	Iteration 139Q: 3 clusters Score -1.871321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -18713210.000000 Penalty: 5892.540039
	Iteration 140F: 3 clusters Score -1.871321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 142230 members 
Entering Unmasked Estep 
Score: -18713202.000000 Penalty: 5892.540039
	Iteration 141Q: 3 clusters Score -1.87132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 142231 members 
Entering Unmasked Estep 
Score: -18713212.000000 Penalty: 5892.540039
	Iteration 142Q: 3 clusters Score -1.871321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 142232 members 
Entering Unmasked Estep 
Score: -18713214.000000 Penalty: 5892.540039
	Iteration 143Q: 3 clusters Score -1.871321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -18713208.000000 Penalty: 5892.540039
	Iteration 144Q: 3 clusters Score -1.871321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -18713194.000000 Penalty: 5892.540039
	Iteration 145Q: 3 clusters Score -1.871319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 142237 members 
Entering Unmasked Estep 
Score: -18713200.000000 Penalty: 5892.540039
	Iteration 146Q: 3 clusters Score -1.87132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
Score: -18713192.000000 Penalty: 5892.540039
	Iteration 147Q: 3 clusters Score -1.871319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
Score: -18713198.000000 Penalty: 5892.540039
	Iteration 148Q: 3 clusters Score -1.87132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -18713194.000000 Penalty: 5892.540039
	Iteration 149Q: 3 clusters Score -1.871319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18713194.000000 Penalty: 5892.540039
	Iteration 150Q: 3 clusters Score -1.871319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -18713210.000000 Penalty: 5892.540039
	Iteration 151Q: 3 clusters Score -1.871321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -18713206.000000 Penalty: 5892.540039
	Iteration 152Q: 3 clusters Score -1.871321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -18713222.000000 Penalty: 5892.540039
	Iteration 153Q: 3 clusters Score -1.871322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 142283 members 
Entering Unmasked Estep 
Score: -18713222.000000 Penalty: 5892.540039
	Iteration 154Q: 3 clusters Score -1.871322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -18713262.000000 Penalty: 5892.540039
	Iteration 155Q: 3 clusters Score -1.871326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 142302 members 
Entering Unmasked Estep 
Score: -18713244.000000 Penalty: 5892.540039
	Iteration 156Q: 3 clusters Score -1.871324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -18713246.000000 Penalty: 5892.540039
	Iteration 157Q: 3 clusters Score -1.871325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -18713254.000000 Penalty: 5892.540039
	Iteration 158Q: 3 clusters Score -1.871325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 142322 members 
Entering Unmasked Estep 
Score: -18713246.000000 Penalty: 5892.540039
	Iteration 159Q: 3 clusters Score -1.871325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -18713258.000000 Penalty: 5892.540039
	Iteration 160F: 3 clusters Score -1.871326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -18713250.000000 Penalty: 5892.540039
	Iteration 161Q: 3 clusters Score -1.871325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -18713246.000000 Penalty: 5892.540039
	Iteration 162Q: 3 clusters Score -1.871325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -18713246.000000 Penalty: 5892.540039
	Iteration 163F: 3 clusters Score -1.871325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -25182.828125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -25182.83 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 106 members 
Entering Unmasked Estep 
Score: -24001.812500 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -24001.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24066.953125 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -24066.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24138.898438 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -24138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24211.552734 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -24211.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24265.779297 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -24265.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24293.917969 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -24293.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24293.917969 Penalty: 2705.839355
	Iteration 6F: 3 clusters Score -24293.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20663.066406 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -20663.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19534.310547 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -19534.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19617.414062 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -19617.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19626.531250 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -19626.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19626.531250 Penalty: 2602.523926
	Iteration 3F: 3 clusters Score -19626.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -469948.468750 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -469948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -466276.812500 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -466276.8 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -467098.031250 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -467098 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -467275.750000 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -467275.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -467374.750000 Penalty: 4066.661621
	Iteration 3Q: 3 clusters Score -467374.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -467440.781250 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -467440.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -467482.500000 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -467482.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -467501.437500 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -467501.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -467517.093750 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -467517.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -467532.343750 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -467532.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -467541.031250 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -467541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -467549.156250 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -467549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -467554.437500 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -467554.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -467561.750000 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -467561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -467567.093750 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -467567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -467575.093750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -467575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -467580.031250 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -467580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -467587.562500 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -467587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -467594.750000 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -467594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -467601.562500 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -467601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -467611.437500 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -467611.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -467620.406250 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -467620.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -467633.750000 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -467633.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -467651.187500 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -467651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -467662.062500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -467662.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -467670.781250 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -467670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -467677.187500 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -467677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -467683.437500 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -467683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -467691.343750 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -467691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -467698.000000 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -467698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -467704.250000 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -467704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -467711.187500 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -467711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -467716.906250 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -467716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -467720.656250 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -467720.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -467728.750000 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -467728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -467734.468750 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -467734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -467739.625000 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -467739.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -467745.406250 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -467745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -467753.968750 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -467754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -467764.375000 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -467764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -467776.531250 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -467776.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -467788.562500 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -467788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -467797.187500 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -467797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -467802.531250 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -467802.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -467810.437500 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -467810.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -467822.718750 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -467822.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -467831.250000 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -467831.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -467837.187500 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -467837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -467844.062500 Penalty: 4066.661621
	Iteration 47Q: 3 clusters Score -467844.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -467851.031250 Penalty: 4066.661621
	Iteration 48Q: 3 clusters Score -467851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -467853.843750 Penalty: 4066.661621
	Iteration 49Q: 3 clusters Score -467853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -467858.312500 Penalty: 4066.661621
	Iteration 50Q: 3 clusters Score -467858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -467863.031250 Penalty: 4066.661621
	Iteration 51Q: 3 clusters Score -467863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -467870.687500 Penalty: 4066.661621
	Iteration 52Q: 3 clusters Score -467870.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -467878.250000 Penalty: 4066.661621
	Iteration 53Q: 3 clusters Score -467878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -467884.312500 Penalty: 4066.661621
	Iteration 54Q: 3 clusters Score -467884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -467890.312500 Penalty: 4066.661621
	Iteration 55Q: 3 clusters Score -467890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -467901.218750 Penalty: 4066.661621
	Iteration 56Q: 3 clusters Score -467901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -467910.500000 Penalty: 4066.661621
	Iteration 57Q: 3 clusters Score -467910.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -467919.968750 Penalty: 4066.661621
	Iteration 58Q: 3 clusters Score -467920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -467926.656250 Penalty: 4066.661621
	Iteration 59Q: 3 clusters Score -467926.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -467934.000000 Penalty: 4066.661621
	Iteration 60F: 3 clusters Score -467934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -467939.218750 Penalty: 4066.661621
	Iteration 61Q: 3 clusters Score -467939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -467948.750000 Penalty: 4066.661621
	Iteration 62Q: 3 clusters Score -467948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -467957.875000 Penalty: 4066.661621
	Iteration 63Q: 3 clusters Score -467957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -467967.218750 Penalty: 4066.661621
	Iteration 64Q: 3 clusters Score -467967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -467975.812500 Penalty: 4066.661621
	Iteration 65Q: 3 clusters Score -467975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -467983.500000 Penalty: 4066.661621
	Iteration 66Q: 3 clusters Score -467983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -467994.125000 Penalty: 4066.661621
	Iteration 67Q: 3 clusters Score -467994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -468002.656250 Penalty: 4066.661621
	Iteration 68Q: 3 clusters Score -468002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -468008.968750 Penalty: 4066.661621
	Iteration 69Q: 3 clusters Score -468009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -468015.218750 Penalty: 4066.661621
	Iteration 70Q: 3 clusters Score -468015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -468019.812500 Penalty: 4066.661621
	Iteration 71Q: 3 clusters Score -468019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -468022.781250 Penalty: 4066.661621
	Iteration 72Q: 3 clusters Score -468022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -468028.968750 Penalty: 4066.661621
	Iteration 73Q: 3 clusters Score -468029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -468035.687500 Penalty: 4066.661621
	Iteration 74Q: 3 clusters Score -468035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -468042.750000 Penalty: 4066.661621
	Iteration 75Q: 3 clusters Score -468042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -468047.937500 Penalty: 4066.661621
	Iteration 76Q: 3 clusters Score -468047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -468060.687500 Penalty: 4066.661621
	Iteration 77Q: 3 clusters Score -468060.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -468072.000000 Penalty: 4066.661621
	Iteration 78Q: 3 clusters Score -468072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -468085.156250 Penalty: 4066.661621
	Iteration 79Q: 3 clusters Score -468085.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -468097.500000 Penalty: 4066.661621
	Iteration 80F: 3 clusters Score -468097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -468106.343750 Penalty: 4066.661621
	Iteration 81Q: 3 clusters Score -468106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -468114.281250 Penalty: 4066.661621
	Iteration 82Q: 3 clusters Score -468114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -468117.500000 Penalty: 4066.661621
	Iteration 83Q: 3 clusters Score -468117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -468118.812500 Penalty: 4066.661621
	Iteration 84Q: 3 clusters Score -468118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -468120.875000 Penalty: 4066.661621
	Iteration 85Q: 3 clusters Score -468120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -468121.281250 Penalty: 4066.661621
	Iteration 86Q: 3 clusters Score -468121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -468121.281250 Penalty: 4066.661621
	Iteration 87F: 3 clusters Score -468121.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94149.953125 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -94149.95 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 416 members 
Entering Unmasked Estep 
Score: -92427.734375 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -92427.73 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92821.976562 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -92821.98 nChanged 63
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: -93024.929688 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -93024.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93150.929688 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -93150.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93263.851562 Penalty: 3340.357422
	Iteration 4F: 3 clusters Score -93263.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93349.421875 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -93349.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93427.882812 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -93427.88 nChanged 20
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: -93479.828125 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -93479.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93523.562500 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -93523.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -93543.843750 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -93543.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93558.078125 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -93558.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93573.609375 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -93573.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93587.765625 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -93587.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93604.710938 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -93604.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93630.718750 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -93630.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93660.578125 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -93660.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93711.187500 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -93711.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93738.632812 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -93738.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93750.828125 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -93750.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93761.812500 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -93761.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93769.968750 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -93769.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93783.539062 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -93783.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93785.226562 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -93785.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93790.750000 Penalty: 3340.357422
	Iteration 23Q: 3 clusters Score -93790.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93794.226562 Penalty: 3340.357422
	Iteration 24Q: 3 clusters Score -93794.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93799.945312 Penalty: 3340.357422
	Iteration 25Q: 3 clusters Score -93799.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93804.781250 Penalty: 3340.357422
	Iteration 26Q: 3 clusters Score -93804.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93811.140625 Penalty: 3340.357422
	Iteration 27Q: 3 clusters Score -93811.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93818.796875 Penalty: 3340.357422
	Iteration 28Q: 3 clusters Score -93818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93823.171875 Penalty: 3340.357422
	Iteration 29Q: 3 clusters Score -93823.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93826.281250 Penalty: 3340.357422
	Iteration 30Q: 3 clusters Score -93826.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93832.507812 Penalty: 3340.357422
	Iteration 31Q: 3 clusters Score -93832.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93842.007812 Penalty: 3340.357422
	Iteration 32Q: 3 clusters Score -93842.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -93843.867188 Penalty: 3340.357422
	Iteration 33Q: 3 clusters Score -93843.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93845.828125 Penalty: 3340.357422
	Iteration 34Q: 3 clusters Score -93845.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93847.781250 Penalty: 3340.357422
	Iteration 35Q: 3 clusters Score -93847.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93847.781250 Penalty: 3340.357422
	Iteration 36F: 3 clusters Score -93847.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Entering Unmasked Estep 
Score: -8414922.000000 Penalty: 2748.512451
	Iteration 0F: 2 clusters Score -8414922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8371519.000000 Penalty: 5497.024902
	Iteration 0F: 3 clusters Score -8371519 nChanged 30216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -8388601.000000 Penalty: 5497.024902
	Iteration 1F: 3 clusters Score -8388601 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -8389243.000000 Penalty: 5497.024902
	Iteration 2Q: 3 clusters Score -8389243 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -8389864.000000 Penalty: 5497.024902
	Iteration 3Q: 3 clusters Score -8389864 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -8390518.000000 Penalty: 5497.024902
	Iteration 4Q: 3 clusters Score -8390518 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8391155.000000 Penalty: 5497.024902
	Iteration 5Q: 3 clusters Score -8391155 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -8391873.000000 Penalty: 5497.024902
	Iteration 6Q: 3 clusters Score -8391873 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -8392758.000000 Penalty: 5497.024902
	Iteration 7Q: 3 clusters Score -8392758 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8393852.000000 Penalty: 5497.024902
	Iteration 8Q: 3 clusters Score -8393852 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -8395266.000000 Penalty: 5497.024902
	Iteration 9Q: 3 clusters Score -8395266 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8396742.000000 Penalty: 5497.024902
	Iteration 10Q: 3 clusters Score -8396742 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8398337.000000 Penalty: 5497.024902
	Iteration 11Q: 3 clusters Score -8398337 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -8399610.000000 Penalty: 5497.024902
	Iteration 12Q: 3 clusters Score -8399610 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -8400837.000000 Penalty: 5497.024902
	Iteration 13Q: 3 clusters Score -8400837 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8401994.000000 Penalty: 5497.024902
	Iteration 14Q: 3 clusters Score -8401994 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8403133.000000 Penalty: 5497.024902
	Iteration 15Q: 3 clusters Score -8403133 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8404139.000000 Penalty: 5497.024902
	Iteration 16Q: 3 clusters Score -8404139 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8404880.000000 Penalty: 5497.024902
	Iteration 17Q: 3 clusters Score -8404880 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8405444.000000 Penalty: 5497.024902
	Iteration 18Q: 3 clusters Score -8405444 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -8405904.000000 Penalty: 5497.024902
	Iteration 19Q: 3 clusters Score -8405904 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -8406349.000000 Penalty: 5497.024902
	Iteration 20F: 3 clusters Score -8406349 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -8406730.000000 Penalty: 5497.024902
	Iteration 21Q: 3 clusters Score -8406730 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -8407168.000000 Penalty: 5497.024902
	Iteration 22Q: 3 clusters Score -8407168 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -8407569.000000 Penalty: 5497.024902
	Iteration 23Q: 3 clusters Score -8407569 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -8407988.000000 Penalty: 5497.024902
	Iteration 24Q: 3 clusters Score -8407988 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -8408383.000000 Penalty: 5497.024902
	Iteration 25Q: 3 clusters Score -8408383 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -8408778.000000 Penalty: 5497.024902
	Iteration 26Q: 3 clusters Score -8408778 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -8409111.000000 Penalty: 5497.024902
	Iteration 27Q: 3 clusters Score -8409111 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -8409449.000000 Penalty: 5497.024902
	Iteration 28Q: 3 clusters Score -8409449 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -8409781.000000 Penalty: 5497.024902
	Iteration 29Q: 3 clusters Score -8409781 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -8410083.000000 Penalty: 5497.024902
	Iteration 30Q: 3 clusters Score -8410083 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -8410392.000000 Penalty: 5497.024902
	Iteration 31Q: 3 clusters Score -8410392 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -8410711.000000 Penalty: 5497.024902
	Iteration 32Q: 3 clusters Score -8410711 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -8411028.000000 Penalty: 5497.024902
	Iteration 33Q: 3 clusters Score -8411028 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -8411283.000000 Penalty: 5497.024902
	Iteration 34Q: 3 clusters Score -8411283 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -8411524.000000 Penalty: 5497.024902
	Iteration 35Q: 3 clusters Score -8411524 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -8411713.000000 Penalty: 5497.024902
	Iteration 36Q: 3 clusters Score -8411713 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8411856.000000 Penalty: 5497.024902
	Iteration 37Q: 3 clusters Score -8411856 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -8411959.000000 Penalty: 5497.024902
	Iteration 38Q: 3 clusters Score -8411959 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -8412101.000000 Penalty: 5497.024902
	Iteration 39Q: 3 clusters Score -8412101 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8412205.000000 Penalty: 5497.024902
	Iteration 40F: 3 clusters Score -8412205 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8412277.000000 Penalty: 5497.024902
	Iteration 41Q: 3 clusters Score -8412277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -8412367.000000 Penalty: 5497.024902
	Iteration 42Q: 3 clusters Score -8412367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -8412425.000000 Penalty: 5497.024902
	Iteration 43Q: 3 clusters Score -8412425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -8412485.000000 Penalty: 5497.024902
	Iteration 44Q: 3 clusters Score -8412485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8412521.000000 Penalty: 5497.024902
	Iteration 45Q: 3 clusters Score -8412521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8412538.000000 Penalty: 5497.024902
	Iteration 46Q: 3 clusters Score -8412538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -8412575.000000 Penalty: 5497.024902
	Iteration 47Q: 3 clusters Score -8412575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8412604.000000 Penalty: 5497.024902
	Iteration 48Q: 3 clusters Score -8412604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -8412624.000000 Penalty: 5497.024902
	Iteration 49Q: 3 clusters Score -8412624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -8412646.000000 Penalty: 5497.024902
	Iteration 50Q: 3 clusters Score -8412646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -8412672.000000 Penalty: 5497.024902
	Iteration 51Q: 3 clusters Score -8412672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -8412689.000000 Penalty: 5497.024902
	Iteration 52Q: 3 clusters Score -8412689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -8412699.000000 Penalty: 5497.024902
	Iteration 53Q: 3 clusters Score -8412699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8412705.000000 Penalty: 5497.024902
	Iteration 54Q: 3 clusters Score -8412705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8412708.000000 Penalty: 5497.024902
	Iteration 55Q: 3 clusters Score -8412708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -8412699.000000 Penalty: 5497.024902
	Iteration 56Q: 3 clusters Score -8412699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -8412702.000000 Penalty: 5497.024902
	Iteration 57Q: 3 clusters Score -8412702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8412702.000000 Penalty: 5497.024902
	Iteration 58Q: 3 clusters Score -8412702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -8412714.000000 Penalty: 5497.024902
	Iteration 59Q: 3 clusters Score -8412714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -8412711.000000 Penalty: 5497.024902
	Iteration 60F: 3 clusters Score -8412711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -8412724.000000 Penalty: 5497.024902
	Iteration 61Q: 3 clusters Score -8412724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -8412717.000000 Penalty: 5497.024902
	Iteration 62Q: 3 clusters Score -8412717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -8412724.000000 Penalty: 5497.024902
	Iteration 63Q: 3 clusters Score -8412724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8412722.000000 Penalty: 5497.024902
	Iteration 64Q: 3 clusters Score -8412722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -8412725.000000 Penalty: 5497.024902
	Iteration 65Q: 3 clusters Score -8412725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -8412725.000000 Penalty: 5497.024902
	Iteration 66F: 3 clusters Score -8412725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Entering Unmasked Estep 
Score: -18529970.000000 Penalty: 2944.212158
	Iteration 0F: 2 clusters Score -1.852997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -18434280.000000 Penalty: 5888.424316
	Iteration 0F: 3 clusters Score -1.843428e+07 nChanged 68388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -18475194.000000 Penalty: 5888.424316
	Iteration 1F: 3 clusters Score -1.847519e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -18477234.000000 Penalty: 5888.424316
	Iteration 2Q: 3 clusters Score -1.847723e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -18480214.000000 Penalty: 5888.424316
	Iteration 3Q: 3 clusters Score -1.848021e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -18484526.000000 Penalty: 5888.424316
	Iteration 4F: 3 clusters Score -1.848453e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -18490092.000000 Penalty: 5888.424316
	Iteration 5F: 3 clusters Score -1.849009e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -18497114.000000 Penalty: 5888.424316
	Iteration 6F: 3 clusters Score -1.849711e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -18504342.000000 Penalty: 5888.424316
	Iteration 7F: 3 clusters Score -1.850434e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 94454 members 
Entering Unmasked Estep 
Score: -18509164.000000 Penalty: 5888.424316
	Iteration 8F: 3 clusters Score -1.850916e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -18511544.000000 Penalty: 5888.424316
	Iteration 9Q: 3 clusters Score -1.851154e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -18513094.000000 Penalty: 5888.424316
	Iteration 10Q: 3 clusters Score -1.851309e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 5888.424316
	Iteration 11Q: 3 clusters Score -1.85143e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -18515522.000000 Penalty: 5888.424316
	Iteration 12Q: 3 clusters Score -1.851552e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -18516698.000000 Penalty: 5888.424316
	Iteration 13Q: 3 clusters Score -1.85167e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -18517846.000000 Penalty: 5888.424316
	Iteration 14Q: 3 clusters Score -1.851785e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -18518992.000000 Penalty: 5888.424316
	Iteration 15Q: 3 clusters Score -1.851899e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -18519940.000000 Penalty: 5888.424316
	Iteration 16Q: 3 clusters Score -1.851994e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -18520958.000000 Penalty: 5888.424316
	Iteration 17Q: 3 clusters Score -1.852096e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 118926 members 
Entering Unmasked Estep 
Score: -18521910.000000 Penalty: 5888.424316
	Iteration 18Q: 3 clusters Score -1.852191e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -18522612.000000 Penalty: 5888.424316
	Iteration 19Q: 3 clusters Score -1.852261e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -18523240.000000 Penalty: 5888.424316
	Iteration 20F: 3 clusters Score -1.852324e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -18523858.000000 Penalty: 5888.424316
	Iteration 21Q: 3 clusters Score -1.852386e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -18524346.000000 Penalty: 5888.424316
	Iteration 22Q: 3 clusters Score -1.852435e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -18524732.000000 Penalty: 5888.424316
	Iteration 23Q: 3 clusters Score -1.852473e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -18525082.000000 Penalty: 5888.424316
	Iteration 24Q: 3 clusters Score -1.852508e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 129335 members 
Entering Unmasked Estep 
Score: -18525432.000000 Penalty: 5888.424316
	Iteration 25Q: 3 clusters Score -1.852543e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 130449 members 
Entering Unmasked Estep 
Score: -18525734.000000 Penalty: 5888.424316
	Iteration 26Q: 3 clusters Score -1.852573e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -18526060.000000 Penalty: 5888.424316
	Iteration 27Q: 3 clusters Score -1.852606e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 132426 members 
Entering Unmasked Estep 
Score: -18526332.000000 Penalty: 5888.424316
	Iteration 28Q: 3 clusters Score -1.852633e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -18526608.000000 Penalty: 5888.424316
	Iteration 29Q: 3 clusters Score -1.852661e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -18526838.000000 Penalty: 5888.424316
	Iteration 30Q: 3 clusters Score -1.852684e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 134889 members 
Entering Unmasked Estep 
Score: -18527042.000000 Penalty: 5888.424316
	Iteration 31Q: 3 clusters Score -1.852704e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 135564 members 
Entering Unmasked Estep 
Score: -18527140.000000 Penalty: 5888.424316
	Iteration 32Q: 3 clusters Score -1.852714e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -18527334.000000 Penalty: 5888.424316
	Iteration 33Q: 3 clusters Score -1.852733e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -18527438.000000 Penalty: 5888.424316
	Iteration 34Q: 3 clusters Score -1.852744e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -18527460.000000 Penalty: 5888.424316
	Iteration 35Q: 3 clusters Score -1.852746e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -18527576.000000 Penalty: 5888.424316
	Iteration 36Q: 3 clusters Score -1.852758e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 137994 members 
Entering Unmasked Estep 
Score: -18527724.000000 Penalty: 5888.424316
	Iteration 37Q: 3 clusters Score -1.852772e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 138313 members 
Entering Unmasked Estep 
Score: -18527836.000000 Penalty: 5888.424316
	Iteration 38Q: 3 clusters Score -1.852784e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 138607 members 
Entering Unmasked Estep 
Score: -18527856.000000 Penalty: 5888.424316
	Iteration 39Q: 3 clusters Score -1.852786e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 138889 members 
Entering Unmasked Estep 
Score: -18527952.000000 Penalty: 5888.424316
	Iteration 40F: 3 clusters Score -1.852795e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 139119 members 
Entering Unmasked Estep 
Score: -18528034.000000 Penalty: 5888.424316
	Iteration 41Q: 3 clusters Score -1.852803e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -18528102.000000 Penalty: 5888.424316
	Iteration 42Q: 3 clusters Score -1.85281e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -18528118.000000 Penalty: 5888.424316
	Iteration 43Q: 3 clusters Score -1.852812e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 139685 members 
Entering Unmasked Estep 
Score: -18528148.000000 Penalty: 5888.424316
	Iteration 44Q: 3 clusters Score -1.852815e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -18528184.000000 Penalty: 5888.424316
	Iteration 45Q: 3 clusters Score -1.852818e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -18528166.000000 Penalty: 5888.424316
	Iteration 46Q: 3 clusters Score -1.852817e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -18528168.000000 Penalty: 5888.424316
	Iteration 47Q: 3 clusters Score -1.852817e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -18528208.000000 Penalty: 5888.424316
	Iteration 48Q: 3 clusters Score -1.852821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -18528228.000000 Penalty: 5888.424316
	Iteration 49Q: 3 clusters Score -1.852823e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -18528240.000000 Penalty: 5888.424316
	Iteration 50Q: 3 clusters Score -1.852824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 140354 members 
Entering Unmasked Estep 
Score: -18528252.000000 Penalty: 5888.424316
	Iteration 51Q: 3 clusters Score -1.852825e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -18528276.000000 Penalty: 5888.424316
	Iteration 52Q: 3 clusters Score -1.852828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 140453 members 
Entering Unmasked Estep 
Score: -18528278.000000 Penalty: 5888.424316
	Iteration 53Q: 3 clusters Score -1.852828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -18528274.000000 Penalty: 5888.424316
	Iteration 54Q: 3 clusters Score -1.852827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -18528282.000000 Penalty: 5888.424316
	Iteration 55Q: 3 clusters Score -1.852828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -18528316.000000 Penalty: 5888.424316
	Iteration 56Q: 3 clusters Score -1.852832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 140608 members 
Entering Unmasked Estep 
Score: -18528316.000000 Penalty: 5888.424316
	Iteration 57Q: 3 clusters Score -1.852832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -18528308.000000 Penalty: 5888.424316
	Iteration 58Q: 3 clusters Score -1.852831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -18528306.000000 Penalty: 5888.424316
	Iteration 59Q: 3 clusters Score -1.852831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -18528318.000000 Penalty: 5888.424316
	Iteration 60F: 3 clusters Score -1.852832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -18528300.000000 Penalty: 5888.424316
	Iteration 61Q: 3 clusters Score -1.85283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 140749 members 
Entering Unmasked Estep 
Score: -18528324.000000 Penalty: 5888.424316
	Iteration 62Q: 3 clusters Score -1.852832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -18528318.000000 Penalty: 5888.424316
	Iteration 63Q: 3 clusters Score -1.852832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -18528318.000000 Penalty: 5888.424316
	Iteration 64Q: 3 clusters Score -1.852832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -18528316.000000 Penalty: 5888.424316
	Iteration 65Q: 3 clusters Score -1.852832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -18528334.000000 Penalty: 5888.424316
	Iteration 66Q: 3 clusters Score -1.852833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -18528320.000000 Penalty: 5888.424316
	Iteration 67Q: 3 clusters Score -1.852832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -18528330.000000 Penalty: 5888.424316
	Iteration 68Q: 3 clusters Score -1.852833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -18528322.000000 Penalty: 5888.424316
	Iteration 69Q: 3 clusters Score -1.852832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 140950 members 
Entering Unmasked Estep 
Score: -18528356.000000 Penalty: 5888.424316
	Iteration 70Q: 3 clusters Score -1.852836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -18528358.000000 Penalty: 5888.424316
	Iteration 71Q: 3 clusters Score -1.852836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -18528336.000000 Penalty: 5888.424316
	Iteration 72Q: 3 clusters Score -1.852834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -18528344.000000 Penalty: 5888.424316
	Iteration 73Q: 3 clusters Score -1.852834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -18528336.000000 Penalty: 5888.424316
	Iteration 74Q: 3 clusters Score -1.852834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -18528336.000000 Penalty: 5888.424316
	Iteration 75Q: 3 clusters Score -1.852834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 141011 members 
Entering Unmasked Estep 
Score: -18528342.000000 Penalty: 5888.424316
	Iteration 76Q: 3 clusters Score -1.852834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -18528336.000000 Penalty: 5888.424316
	Iteration 77Q: 3 clusters Score -1.852834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -18528332.000000 Penalty: 5888.424316
	Iteration 78Q: 3 clusters Score -1.852833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -18528330.000000 Penalty: 5888.424316
	Iteration 79Q: 3 clusters Score -1.852833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -18528336.000000 Penalty: 5888.424316
	Iteration 80F: 3 clusters Score -1.852834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -18528332.000000 Penalty: 5888.424316
	Iteration 81Q: 3 clusters Score -1.852833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -18528330.000000 Penalty: 5888.424316
	Iteration 82Q: 3 clusters Score -1.852833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -18528324.000000 Penalty: 5888.424316
	Iteration 83Q: 3 clusters Score -1.852832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -18528324.000000 Penalty: 5888.424316
	Iteration 84F: 3 clusters Score -1.852832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543184.000000 Penalty: 82755.171875
Iteration 279Q: 25 clusters Score -1.385432e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177390 members 
Mstep: Class 3 contains 201478 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543200.000000 Penalty: 82755.171875
Iteration 280F: 25 clusters Score -1.385432e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177389 members 
Mstep: Class 3 contains 201480 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543216.000000 Penalty: 82755.171875
Iteration 281Q: 25 clusters Score -1.385432e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177389 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70699 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144368 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543200.000000 Penalty: 82755.171875
Iteration 282Q: 25 clusters Score -1.385432e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177389 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144369 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543184.000000 Penalty: 82755.171875
Iteration 283Q: 25 clusters Score -1.385432e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70701 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144369 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543232.000000 Penalty: 82755.171875
Iteration 284Q: 25 clusters Score -1.385432e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70702 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144370 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 285Q: 25 clusters Score -1.385433e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201481 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70703 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144370 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 286Q: 25 clusters Score -1.385433e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201477 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167736 members 
Mstep: Class 8 contains 70703 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144373 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 287Q: 25 clusters Score -1.385433e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201476 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167736 members 
Mstep: Class 8 contains 70703 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144375 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 288Q: 25 clusters Score -1.385433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201473 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167733 members 
Mstep: Class 8 contains 70704 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144378 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 289Q: 25 clusters Score -1.385433e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167734 members 
Mstep: Class 8 contains 70705 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144385 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543376.000000 Penalty: 82755.171875
Iteration 290Q: 25 clusters Score -1.385434e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177386 members 
Mstep: Class 3 contains 201474 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167735 members 
Mstep: Class 8 contains 70706 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144389 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 291Q: 25 clusters Score -1.385433e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201479 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167731 members 
Mstep: Class 8 contains 70705 members 
Mstep: Class 9 contains 84412 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144393 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 292Q: 25 clusters Score -1.385433e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201482 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167731 members 
Mstep: Class 8 contains 70705 members 
Mstep: Class 9 contains 84412 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144397 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 293Q: 25 clusters Score -1.385433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201489 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167729 members 
Mstep: Class 8 contains 70706 members 
Mstep: Class 9 contains 84412 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144399 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 294Q: 25 clusters Score -1.385433e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201494 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167727 members 
Mstep: Class 8 contains 70707 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144400 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 295Q: 25 clusters Score -1.385433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177382 members 
Mstep: Class 3 contains 201493 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167728 members 
Mstep: Class 8 contains 70708 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144402 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543376.000000 Penalty: 82755.171875
Iteration 296Q: 25 clusters Score -1.385434e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177382 members 
Mstep: Class 3 contains 201497 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167727 members 
Mstep: Class 8 contains 70708 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144403 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 297Q: 25 clusters Score -1.385433e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201499 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70708 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144405 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 143125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 298Q: 25 clusters Score -1.385433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177377 members 
Mstep: Class 3 contains 201505 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167724 members 
Mstep: Class 8 contains 70708 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144408 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 299Q: 25 clusters Score -1.385433e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177374 members 
Mstep: Class 3 contains 201506 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70709 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144410 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 300F: 25 clusters Score -1.385433e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177374 members 
Mstep: Class 3 contains 201508 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70709 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144412 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 301Q: 25 clusters Score -1.385433e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177373 members 
Mstep: Class 3 contains 201509 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70709 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144412 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 302Q: 25 clusters Score -1.385433e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201511 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167726 members 
Mstep: Class 8 contains 70709 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144413 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 303Q: 25 clusters Score -1.385433e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177375 members 
Mstep: Class 3 contains 201517 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167725 members 
Mstep: Class 8 contains 70710 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144413 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 304Q: 25 clusters Score -1.385433e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177376 members 
Mstep: Class 3 contains 201518 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167726 members 
Mstep: Class 8 contains 70712 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144412 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65036 members 
Mstep: Class 24 contains 143101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 305Q: 25 clusters Score -1.385433e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 201518 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167722 members 
Mstep: Class 8 contains 70714 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144417 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 306Q: 25 clusters Score -1.385433e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201517 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167722 members 
Mstep: Class 8 contains 70715 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144420 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 307Q: 25 clusters Score -1.385433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177387 members 
Mstep: Class 3 contains 201513 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167721 members 
Mstep: Class 8 contains 70717 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144427 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 308Q: 25 clusters Score -1.385433e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201523 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167719 members 
Mstep: Class 8 contains 70717 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144430 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 309Q: 25 clusters Score -1.385432e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177383 members 
Mstep: Class 3 contains 201528 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70716 members 
Mstep: Class 9 contains 84414 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144432 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543248.000000 Penalty: 82755.171875
Iteration 310Q: 25 clusters Score -1.385432e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201527 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167719 members 
Mstep: Class 8 contains 70716 members 
Mstep: Class 9 contains 84412 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144430 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 311Q: 25 clusters Score -1.385433e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177385 members 
Mstep: Class 3 contains 201526 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167719 members 
Mstep: Class 8 contains 70717 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144433 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 312Q: 25 clusters Score -1.385433e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177384 members 
Mstep: Class 3 contains 201529 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70717 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144437 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 313Q: 25 clusters Score -1.385433e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177387 members 
Mstep: Class 3 contains 201531 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70717 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144437 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 314Q: 25 clusters Score -1.385433e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 201533 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70718 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144438 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 315Q: 25 clusters Score -1.385433e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177389 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167716 members 
Mstep: Class 8 contains 70720 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144438 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543360.000000 Penalty: 82755.171875
Iteration 316Q: 25 clusters Score -1.385434e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177391 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70721 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144440 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 317Q: 25 clusters Score -1.385433e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70721 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144445 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543264.000000 Penalty: 82755.171875
Iteration 318Q: 25 clusters Score -1.385433e+08 nChanged 11
Entering ConstructFrom: 
Score: -138543264.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -60155.183594 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -60155.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58596.546875 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -58596.55 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58799.480469 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -58799.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58854.519531 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -58854.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58890.750000 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -58890.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58920.894531 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -58920.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58951.601562 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -58951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58969.945312 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -58969.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58989.050781 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -58989.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58997.753906 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -58997.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59005.785156 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -59005.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59011.597656 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -59011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59019.656250 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -59019.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59025.000000 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -59025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59025.000000 Penalty: 3109.471680
	Iteration 13F: 3 clusters Score -59025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Entering Unmasked Estep 
Score: -22945588.000000 Penalty: 2997.356934
	Iteration 0F: 2 clusters Score -2.294559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -22828084.000000 Penalty: 5994.713867
	Iteration 0F: 3 clusters Score -2.282808e+07 nChanged 85192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -22877600.000000 Penalty: 5994.713867
	Iteration 1F: 3 clusters Score -2.28776e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -22879186.000000 Penalty: 5994.713867
	Iteration 2Q: 3 clusters Score -2.287919e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -22881108.000000 Penalty: 5994.713867
	Iteration 3Q: 3 clusters Score -2.288111e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -22884860.000000 Penalty: 5994.713867
	Iteration 4Q: 3 clusters Score -2.288486e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -22890964.000000 Penalty: 5994.713867
	Iteration 5F: 3 clusters Score -2.289096e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -22900864.000000 Penalty: 5994.713867
	Iteration 6F: 3 clusters Score -2.290086e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -22913524.000000 Penalty: 5994.713867
	Iteration 7F: 3 clusters Score -2.291352e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144032 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -22924914.000000 Penalty: 5994.713867
	Iteration 8F: 3 clusters Score -2.292491e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -22931598.000000 Penalty: 5994.713867
	Iteration 9Q: 3 clusters Score -2.29316e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -22934668.000000 Penalty: 5994.713867
	Iteration 10Q: 3 clusters Score -2.293467e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151611 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -22935986.000000 Penalty: 5994.713867
	Iteration 11Q: 3 clusters Score -2.293599e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -22936872.000000 Penalty: 5994.713867
	Iteration 12Q: 3 clusters Score -2.293687e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -22937454.000000 Penalty: 5994.713867
	Iteration 13Q: 3 clusters Score -2.293745e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -22937918.000000 Penalty: 5994.713867
	Iteration 14Q: 3 clusters Score -2.293792e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -22938298.000000 Penalty: 5994.713867
	Iteration 15Q: 3 clusters Score -2.29383e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -22938568.000000 Penalty: 5994.713867
	Iteration 16Q: 3 clusters Score -2.293857e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -22938766.000000 Penalty: 5994.713867
	Iteration 17Q: 3 clusters Score -2.293877e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -22938940.000000 Penalty: 5994.713867
	Iteration 18Q: 3 clusters Score -2.293894e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -22939170.000000 Penalty: 5994.713867
	Iteration 19Q: 3 clusters Score -2.293917e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -22939318.000000 Penalty: 5994.713867
	Iteration 20F: 3 clusters Score -2.293932e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -22939400.000000 Penalty: 5994.713867
	Iteration 21Q: 3 clusters Score -2.29394e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -22939476.000000 Penalty: 5994.713867
	Iteration 22Q: 3 clusters Score -2.293948e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -22939554.000000 Penalty: 5994.713867
	Iteration 23Q: 3 clusters Score -2.293955e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -22939674.000000 Penalty: 5994.713867
	Iteration 24Q: 3 clusters Score -2.293967e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155999 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -22939772.000000 Penalty: 5994.713867
	Iteration 25Q: 3 clusters Score -2.293977e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -22939768.000000 Penalty: 5994.713867
	Iteration 26Q: 3 clusters Score -2.293977e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -22939836.000000 Penalty: 5994.713867
	Iteration 27Q: 3 clusters Score -2.293984e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -22939916.000000 Penalty: 5994.713867
	Iteration 28Q: 3 clusters Score -2.293992e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -22940070.000000 Penalty: 5994.713867
	Iteration 29Q: 3 clusters Score -2.294007e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -22940164.000000 Penalty: 5994.713867
	Iteration 30Q: 3 clusters Score -2.294016e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -22940212.000000 Penalty: 5994.713867
	Iteration 31Q: 3 clusters Score -2.294021e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -22940264.000000 Penalty: 5994.713867
	Iteration 32Q: 3 clusters Score -2.294026e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -22940292.000000 Penalty: 5994.713867
	Iteration 33Q: 3 clusters Score -2.294029e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -22940332.000000 Penalty: 5994.713867
	Iteration 34Q: 3 clusters Score -2.294033e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -22940358.000000 Penalty: 5994.713867
	Iteration 35Q: 3 clusters Score -2.294036e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157937 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -22940422.000000 Penalty: 5994.713867
	Iteration 36Q: 3 clusters Score -2.294042e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -22940470.000000 Penalty: 5994.713867
	Iteration 37Q: 3 clusters Score -2.294047e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -22940540.000000 Penalty: 5994.713867
	Iteration 38Q: 3 clusters Score -2.294054e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -22940568.000000 Penalty: 5994.713867
	Iteration 39Q: 3 clusters Score -2.294057e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -22940600.000000 Penalty: 5994.713867
	Iteration 40F: 3 clusters Score -2.29406e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -22940672.000000 Penalty: 5994.713867
	Iteration 41Q: 3 clusters Score -2.294067e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -22940744.000000 Penalty: 5994.713867
	Iteration 42Q: 3 clusters Score -2.294074e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -22940794.000000 Penalty: 5994.713867
	Iteration 43Q: 3 clusters Score -2.294079e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -22940830.000000 Penalty: 5994.713867
	Iteration 44Q: 3 clusters Score -2.294083e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -22940882.000000 Penalty: 5994.713867
	Iteration 45Q: 3 clusters Score -2.294088e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -22940910.000000 Penalty: 5994.713867
	Iteration 46Q: 3 clusters Score -2.294091e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -22940932.000000 Penalty: 5994.713867
	Iteration 47Q: 3 clusters Score -2.294093e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -22940986.000000 Penalty: 5994.713867
	Iteration 48Q: 3 clusters Score -2.294099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -22940996.000000 Penalty: 5994.713867
	Iteration 49Q: 3 clusters Score -2.2941e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -22941010.000000 Penalty: 5994.713867
	Iteration 50Q: 3 clusters Score -2.294101e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -22941030.000000 Penalty: 5994.713867
	Iteration 51Q: 3 clusters Score -2.294103e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -22941052.000000 Penalty: 5994.713867
	Iteration 52Q: 3 clusters Score -2.294105e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -22941100.000000 Penalty: 5994.713867
	Iteration 53Q: 3 clusters Score -2.29411e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -22941136.000000 Penalty: 5994.713867
	Iteration 54Q: 3 clusters Score -2.294114e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160794 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -22941134.000000 Penalty: 5994.713867
	Iteration 55Q: 3 clusters Score -2.294113e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -22941200.000000 Penalty: 5994.713867
	Iteration 56Q: 3 clusters Score -2.29412e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -22941206.000000 Penalty: 5994.713867
	Iteration 57Q: 3 clusters Score -2.294121e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -22941166.000000 Penalty: 5994.713867
	Iteration 58Q: 3 clusters Score -2.294117e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -22941236.000000 Penalty: 5994.713867
	Iteration 59Q: 3 clusters Score -2.294124e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -22941276.000000 Penalty: 5994.713867
	Iteration 60F: 3 clusters Score -2.294128e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161879 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -22941362.000000 Penalty: 5994.713867
	Iteration 61Q: 3 clusters Score -2.294136e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162089 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -22941426.000000 Penalty: 5994.713867
	Iteration 62Q: 3 clusters Score -2.294143e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -22941440.000000 Penalty: 5994.713867
	Iteration 63Q: 3 clusters Score -2.294144e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -22941464.000000 Penalty: 5994.713867
	Iteration 64Q: 3 clusters Score -2.294146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -22941544.000000 Penalty: 5994.713867
	Iteration 65Q: 3 clusters Score -2.294154e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162847 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -22941584.000000 Penalty: 5994.713867
	Iteration 66Q: 3 clusters Score -2.294158e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -22941614.000000 Penalty: 5994.713867
	Iteration 67Q: 3 clusters Score -2.294161e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -22941614.000000 Penalty: 5994.713867
	Iteration 68Q: 3 clusters Score -2.294161e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163222 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -22941648.000000 Penalty: 5994.713867
	Iteration 69Q: 3 clusters Score -2.294165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163356 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -22941672.000000 Penalty: 5994.713867
	Iteration 70Q: 3 clusters Score -2.294167e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -22941716.000000 Penalty: 5994.713867
	Iteration 71Q: 3 clusters Score -2.294172e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -22941780.000000 Penalty: 5994.713867
	Iteration 72Q: 3 clusters Score -2.294178e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163734 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -22941804.000000 Penalty: 5994.713867
	Iteration 73Q: 3 clusters Score -2.29418e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163860 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -22941868.000000 Penalty: 5994.713867
	Iteration 74Q: 3 clusters Score -2.294187e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -22941916.000000 Penalty: 5994.713867
	Iteration 75Q: 3 clusters Score -2.294192e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -22941974.000000 Penalty: 5994.713867
	Iteration 76Q: 3 clusters Score -2.294197e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -22942034.000000 Penalty: 5994.713867
	Iteration 77Q: 3 clusters Score -2.294203e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164485 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -22942108.000000 Penalty: 5994.713867
	Iteration 78Q: 3 clusters Score -2.294211e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -22942130.000000 Penalty: 5994.713867
	Iteration 79Q: 3 clusters Score -2.294213e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -22942174.000000 Penalty: 5994.713867
	Iteration 80F: 3 clusters Score -2.294217e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -22942278.000000 Penalty: 5994.713867
	Iteration 81Q: 3 clusters Score -2.294228e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165242 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -22942330.000000 Penalty: 5994.713867
	Iteration 82Q: 3 clusters Score -2.294233e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -22942444.000000 Penalty: 5994.713867
	Iteration 83Q: 3 clusters Score -2.294244e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -22942494.000000 Penalty: 5994.713867
	Iteration 84Q: 3 clusters Score -2.294249e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -22942560.000000 Penalty: 5994.713867
	Iteration 85Q: 3 clusters Score -2.294256e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -22942608.000000 Penalty: 5994.713867
	Iteration 86Q: 3 clusters Score -2.294261e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -22942682.000000 Penalty: 5994.713867
	Iteration 87Q: 3 clusters Score -2.294268e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -22942760.000000 Penalty: 5994.713867
	Iteration 88Q: 3 clusters Score -2.294276e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -22942844.000000 Penalty: 5994.713867
	Iteration 89Q: 3 clusters Score -2.294284e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -22942878.000000 Penalty: 5994.713867
	Iteration 90Q: 3 clusters Score -2.294288e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -22942932.000000 Penalty: 5994.713867
	Iteration 91Q: 3 clusters Score -2.294293e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -22942958.000000 Penalty: 5994.713867
	Iteration 92Q: 3 clusters Score -2.294296e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -22942930.000000 Penalty: 5994.713867
	Iteration 93Q: 3 clusters Score -2.294293e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -22942954.000000 Penalty: 5994.713867
	Iteration 94Q: 3 clusters Score -2.294295e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -22942972.000000 Penalty: 5994.713867
	Iteration 95Q: 3 clusters Score -2.294297e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -22942966.000000 Penalty: 5994.713867
	Iteration 96Q: 3 clusters Score -2.294297e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168853 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -22943046.000000 Penalty: 5994.713867
	Iteration 97Q: 3 clusters Score -2.294305e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -22943052.000000 Penalty: 5994.713867
	Iteration 98Q: 3 clusters Score -2.294305e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -22943064.000000 Penalty: 5994.713867
	Iteration 99Q: 3 clusters Score -2.294306e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -22943104.000000 Penalty: 5994.713867
	Iteration 100F: 3 clusters Score -2.29431e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -22943156.000000 Penalty: 5994.713867
	Iteration 101Q: 3 clusters Score -2.294316e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -22943212.000000 Penalty: 5994.713867
	Iteration 102Q: 3 clusters Score -2.294321e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -22943300.000000 Penalty: 5994.713867
	Iteration 103Q: 3 clusters Score -2.29433e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -22943276.000000 Penalty: 5994.713867
	Iteration 104Q: 3 clusters Score -2.294328e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170915 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -22943290.000000 Penalty: 5994.713867
	Iteration 105Q: 3 clusters Score -2.294329e+07 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.294344e+07 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 5442 members 
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	Iteration 109Q: 3 clusters Score -2.294343e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172183 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.294344e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172403 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.294343e+07 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.29434e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172758 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.294341e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.294347e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173193 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.294348e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.294347e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.294348e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.294347e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.294346e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.294344e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 3450 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 3342 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 174294 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.294349e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 174441 members 
Mstep: Class 2 contains 2951 members 
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	Iteration 129Q: 3 clusters Score -2.294344e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 2875 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 2811 members 
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	Iteration 131Q: 3 clusters Score -2.294344e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2753 members 
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Mstep: Class 2 contains 2695 members 
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	Iteration 133Q: 3 clusters Score -2.294348e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2637 members 
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	Iteration 134Q: 3 clusters Score -2.294349e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2574 members 
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	Iteration 135Q: 3 clusters Score -2.29435e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2523 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 2477 members 
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	Iteration 137Q: 3 clusters Score -2.294352e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 2443 members 
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	Iteration 138Q: 3 clusters Score -2.294354e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174983 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.294352e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175014 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22943518.000000 Penalty: 5994.713867
	Iteration 140F: 3 clusters Score -2.294352e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 2353 members 
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	Iteration 141Q: 3 clusters Score -2.29435e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2331 members 
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	Iteration 142Q: 3 clusters Score -2.29435e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 2312 members 
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	Iteration 143Q: 3 clusters Score -2.294352e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2290 members 
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	Iteration 144Q: 3 clusters Score -2.294351e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.294351e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.29435e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.294349e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.294347e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.294349e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.294351e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.294351e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -22943518.000000 Penalty: 5994.713867
	Iteration 152Q: 3 clusters Score -2.294352e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175232 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22943514.000000 Penalty: 5994.713867
	Iteration 153Q: 3 clusters Score -2.294351e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175249 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22943528.000000 Penalty: 5994.713867
	Iteration 154Q: 3 clusters Score -2.294353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175262 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.294354e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.294353e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.294353e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22943548.000000 Penalty: 5994.713867
	Iteration 158Q: 3 clusters Score -2.294355e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22943562.000000 Penalty: 5994.713867
	Iteration 159Q: 3 clusters Score -2.294356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -22943546.000000 Penalty: 5994.713867
	Iteration 160F: 3 clusters Score -2.294355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175326 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22943554.000000 Penalty: 5994.713867
	Iteration 161Q: 3 clusters Score -2.294355e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -22943542.000000 Penalty: 5994.713867
	Iteration 162Q: 3 clusters Score -2.294354e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.294355e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22943568.000000 Penalty: 5994.713867
	Iteration 164Q: 3 clusters Score -2.294357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -22943538.000000 Penalty: 5994.713867
	Iteration 165Q: 3 clusters Score -2.294354e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.294355e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -22943552.000000 Penalty: 5994.713867
	Iteration 167Q: 3 clusters Score -2.294355e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.294355e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.294355e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175420 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.294355e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22943544.000000 Penalty: 5994.713867
	Iteration 171Q: 3 clusters Score -2.294354e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175427 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22943542.000000 Penalty: 5994.713867
	Iteration 172Q: 3 clusters Score -2.294354e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22943534.000000 Penalty: 5994.713867
	Iteration 173Q: 3 clusters Score -2.294353e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -22943544.000000 Penalty: 5994.713867
	Iteration 174Q: 3 clusters Score -2.294354e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22943550.000000 Penalty: 5994.713867
	Iteration 175Q: 3 clusters Score -2.294355e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22943552.000000 Penalty: 5994.713867
	Iteration 176Q: 3 clusters Score -2.294355e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22943552.000000 Penalty: 5994.713867
	Iteration 177Q: 3 clusters Score -2.294355e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22943544.000000 Penalty: 5994.713867
	Iteration 178Q: 3 clusters Score -2.294354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22943538.000000 Penalty: 5994.713867
	Iteration 179Q: 3 clusters Score -2.294354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22943546.000000 Penalty: 5994.713867
	Iteration 180F: 3 clusters Score -2.294355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22943540.000000 Penalty: 5994.713867
	Iteration 181Q: 3 clusters Score -2.294354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22943528.000000 Penalty: 5994.713867
	Iteration 182Q: 3 clusters Score -2.294353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22943530.000000 Penalty: 5994.713867
	Iteration 183Q: 3 clusters Score -2.294353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22943524.000000 Penalty: 5994.713867
	Iteration 184Q: 3 clusters Score -2.294352e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -22943534.000000 Penalty: 5994.713867
	Iteration 185Q: 3 clusters Score -2.294353e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22943522.000000 Penalty: 5994.713867
	Iteration 186Q: 3 clusters Score -2.294352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22943512.000000 Penalty: 5994.713867
	Iteration 187Q: 3 clusters Score -2.294351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175489 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -22943528.000000 Penalty: 5994.713867
	Iteration 188Q: 3 clusters Score -2.294353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22943526.000000 Penalty: 5994.713867
	Iteration 189Q: 3 clusters Score -2.294353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22943534.000000 Penalty: 5994.713867
	Iteration 190Q: 3 clusters Score -2.294353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22943516.000000 Penalty: 5994.713867
	Iteration 191Q: 3 clusters Score -2.294352e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.294353e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -22943528.000000 Penalty: 5994.713867
	Iteration 193F: 3 clusters Score -2.294353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201536 members 
Entering Unmasked Estep 
Score: -26109768.000000 Penalty: 3029.003418
	Iteration 0F: 2 clusters Score -2.610977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -25978036.000000 Penalty: 6058.006836
	Iteration 0F: 3 clusters Score -2.597804e+07 nChanged 96764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -26034540.000000 Penalty: 6058.006836
	Iteration 1F: 3 clusters Score -2.603454e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -26034998.000000 Penalty: 6058.006836
	Iteration 2Q: 3 clusters Score -2.6035e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -26035742.000000 Penalty: 6058.006836
	Iteration 3Q: 3 clusters Score -2.603574e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -26036706.000000 Penalty: 6058.006836
	Iteration 4Q: 3 clusters Score -2.603671e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -26037502.000000 Penalty: 6058.006836
	Iteration 5Q: 3 clusters Score -2.60375e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -26038820.000000 Penalty: 6058.006836
	Iteration 6Q: 3 clusters Score -2.603882e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -26040548.000000 Penalty: 6058.006836
	Iteration 7Q: 3 clusters Score -2.604055e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -26043156.000000 Penalty: 6058.006836
	Iteration 8Q: 3 clusters Score -2.604316e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -26047116.000000 Penalty: 6058.006836
	Iteration 9Q: 3 clusters Score -2.604712e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131742 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -26053538.000000 Penalty: 6058.006836
	Iteration 10F: 3 clusters Score -2.605354e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -26062476.000000 Penalty: 6058.006836
	Iteration 11F: 3 clusters Score -2.606248e+07 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155736 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -26073222.000000 Penalty: 6058.006836
	Iteration 12F: 3 clusters Score -2.607322e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -26083250.000000 Penalty: 6058.006836
	Iteration 13F: 3 clusters Score -2.608325e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -26090778.000000 Penalty: 6058.006836
	Iteration 14Q: 3 clusters Score -2.609078e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -26095756.000000 Penalty: 6058.006836
	Iteration 15Q: 3 clusters Score -2.609576e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -26098930.000000 Penalty: 6058.006836
	Iteration 16Q: 3 clusters Score -2.609893e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191799 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -26101364.000000 Penalty: 6058.006836
	Iteration 17Q: 3 clusters Score -2.610136e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195110 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -26103392.000000 Penalty: 6058.006836
	Iteration 18Q: 3 clusters Score -2.610339e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197536 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -26104732.000000 Penalty: 6058.006836
	Iteration 19Q: 3 clusters Score -2.610473e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -26105680.000000 Penalty: 6058.006836
	Iteration 20F: 3 clusters Score -2.610568e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -26106268.000000 Penalty: 6058.006836
	Iteration 21Q: 3 clusters Score -2.610627e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200630 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -26106648.000000 Penalty: 6058.006836
	Iteration 22Q: 3 clusters Score -2.610665e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200896 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -26106810.000000 Penalty: 6058.006836
	Iteration 23Q: 3 clusters Score -2.610681e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201029 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -26106884.000000 Penalty: 6058.006836
	Iteration 24Q: 3 clusters Score -2.610688e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -26106964.000000 Penalty: 6058.006836
	Iteration 25Q: 3 clusters Score -2.610696e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26107022.000000 Penalty: 6058.006836
	Iteration 26Q: 3 clusters Score -2.610702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26107058.000000 Penalty: 6058.006836
	Iteration 27Q: 3 clusters Score -2.610706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26107066.000000 Penalty: 6058.006836
	Iteration 28Q: 3 clusters Score -2.610707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201197 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26107072.000000 Penalty: 6058.006836
	Iteration 29Q: 3 clusters Score -2.610707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26107064.000000 Penalty: 6058.006836
	Iteration 30Q: 3 clusters Score -2.610706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26107084.000000 Penalty: 6058.006836
	Iteration 31Q: 3 clusters Score -2.610708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26107088.000000 Penalty: 6058.006836
	Iteration 32Q: 3 clusters Score -2.610709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26107096.000000 Penalty: 6058.006836
	Iteration 33Q: 3 clusters Score -2.61071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26107080.000000 Penalty: 6058.006836
	Iteration 34Q: 3 clusters Score -2.610708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26107088.000000 Penalty: 6058.006836
	Iteration 35Q: 3 clusters Score -2.610709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26107098.000000 Penalty: 6058.006836
	Iteration 36Q: 3 clusters Score -2.61071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26107098.000000 Penalty: 6058.006836
	Iteration 37F: 3 clusters Score -2.61071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 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 171 members 
Entering Unmasked Estep 
Score: -38947.894531 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38947.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39187.308594 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39187.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39497.128906 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -39497.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -39793.675781 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -39793.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -40146.230469 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -40146.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -40293.285156 Penalty: 2911.171387
	Iteration 5F: 3 clusters Score -40293.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40355.882812 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -40355.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40368.375000 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -40368.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40368.375000 Penalty: 2911.171387
	Iteration 8F: 3 clusters Score -40368.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70721 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144449 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143033 members 
Mstep: Class 25 contains 71 members 
Entering Unmasked Estep 
Score: -138541504.000000 Penalty: 86203.304688
Splitting cluster 4 changes total score from -138543264.000000 to -138541504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69891.640625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69891.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68417.984375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68417.98 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68839.976562 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68839.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69058.890625 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -69058.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69274.187500 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -69274.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69501.445312 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -69501.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69755.460938 Penalty: 3192.330566
	Iteration 5F: 3 clusters Score -69755.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69961.453125 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69961.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70103.500000 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -70103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70189.765625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -70189.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70312.218750 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -70312.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70441.015625 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -70441.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70576.765625 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -70576.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70685.726562 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -70685.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70685.726562 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -70685.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 226 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70721 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144449 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143033 members 
Mstep: Class 25 contains 398 members 
Entering Unmasked Estep 
Score: -138542320.000000 Penalty: 86203.304688
Splitting cluster 5 changes total score from -138543264.000000 to -138542320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -1101381.625000 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -1101382 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 4348 members 
Entering Unmasked Estep 
Score: -1094478.750000 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -1094479 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1096453.125000 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -1096453 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1096725.125000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -1096725 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1096902.125000 Penalty: 4500.962402
	Iteration 3Q: 3 clusters Score -1096902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1097065.125000 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -1097065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1097231.000000 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -1097231 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1097410.125000 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -1097410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1097623.375000 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -1097623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1097893.000000 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -1097893 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1098201.125000 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -1098201 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1098530.625000 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -1098531 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1098823.125000 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -1098823 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1099076.625000 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -1099077 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1099305.250000 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -1099305 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1099468.125000 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -1099468 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1099587.875000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -1099588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1099669.250000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -1099669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1099725.500000 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -1099726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1099770.375000 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -1099770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1099826.125000 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -1099826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1099880.750000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -1099881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1099933.250000 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -1099933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1100006.625000 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -1100007 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1100091.875000 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -1100092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1100226.250000 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -1100226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1100400.500000 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -1100400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1100540.500000 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -1100540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1100630.000000 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -1100630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1100685.625000 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -1100686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1100714.375000 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -1100714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1100732.000000 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -1100732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1100746.250000 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -1100746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1100756.625000 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -1100757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1100762.625000 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -1100763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1100768.000000 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -1100768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1100770.000000 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -1100770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1100771.750000 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -1100772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1100771.125000 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -1100771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1100773.375000 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -1100773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1100773.875000 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -1100774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1100775.375000 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -1100775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1100775.500000 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -1100776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1100778.375000 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -1100778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1100777.250000 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -1100777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1100776.500000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -1100776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1100775.250000 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -1100775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1100777.750000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -1100778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1100777.875000 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -1100778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1100780.625000 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -1100781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1100780.125000 Penalty: 4500.962402
	Iteration 49Q: 3 clusters Score -1100780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1100779.625000 Penalty: 4500.962402
	Iteration 50Q: 3 clusters Score -1100780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1100780.875000 Penalty: 4500.962402
	Iteration 51Q: 3 clusters Score -1100781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1100780.875000 Penalty: 4500.962402
	Iteration 52F: 3 clusters Score -1100781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Entering Unmasked Estep 
Score: -21721474.000000 Penalty: 2983.448242
	Iteration 0F: 2 clusters Score -2.172147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -21612204.000000 Penalty: 5966.896484
	Iteration 0F: 3 clusters Score -2.16122e+07 nChanged 80208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -21658846.000000 Penalty: 5966.896484
	Iteration 1F: 3 clusters Score -2.165885e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -21660148.000000 Penalty: 5966.896484
	Iteration 2Q: 3 clusters Score -2.166015e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -21661976.000000 Penalty: 5966.896484
	Iteration 3Q: 3 clusters Score -2.166198e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -21665100.000000 Penalty: 5966.896484
	Iteration 4Q: 3 clusters Score -2.16651e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -21670982.000000 Penalty: 5966.896484
	Iteration 5F: 3 clusters Score -2.167098e+07 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -21681002.000000 Penalty: 5966.896484
	Iteration 6F: 3 clusters Score -2.1681e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
Score: -21694546.000000 Penalty: 5966.896484
	Iteration 7F: 3 clusters Score -2.169455e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -21707302.000000 Penalty: 5966.896484
	Iteration 8F: 3 clusters Score -2.17073e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -21714750.000000 Penalty: 5966.896484
	Iteration 9Q: 3 clusters Score -2.171475e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -21717450.000000 Penalty: 5966.896484
	Iteration 10Q: 3 clusters Score -2.171745e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -21718294.000000 Penalty: 5966.896484
	Iteration 11Q: 3 clusters Score -2.171829e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -21718590.000000 Penalty: 5966.896484
	Iteration 12Q: 3 clusters Score -2.171859e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 167287 members 
Entering Unmasked Estep 
Score: -21718706.000000 Penalty: 5966.896484
	Iteration 13Q: 3 clusters Score -2.171871e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -21718806.000000 Penalty: 5966.896484
	Iteration 14Q: 3 clusters Score -2.171881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -21718866.000000 Penalty: 5966.896484
	Iteration 15Q: 3 clusters Score -2.171887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -21718890.000000 Penalty: 5966.896484
	Iteration 16Q: 3 clusters Score -2.171889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -21718902.000000 Penalty: 5966.896484
	Iteration 17Q: 3 clusters Score -2.17189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -21718938.000000 Penalty: 5966.896484
	Iteration 18Q: 3 clusters Score -2.171894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -21718968.000000 Penalty: 5966.896484
	Iteration 19Q: 3 clusters Score -2.171897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -21718982.000000 Penalty: 5966.896484
	Iteration 20F: 3 clusters Score -2.171898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 167307 members 
Entering Unmasked Estep 
Score: -21718996.000000 Penalty: 5966.896484
	Iteration 21Q: 3 clusters Score -2.1719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -21719028.000000 Penalty: 5966.896484
	Iteration 22Q: 3 clusters Score -2.171903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -21719078.000000 Penalty: 5966.896484
	Iteration 23Q: 3 clusters Score -2.171908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 167293 members 
Entering Unmasked Estep 
Score: -21719108.000000 Penalty: 5966.896484
	Iteration 24Q: 3 clusters Score -2.171911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -21719138.000000 Penalty: 5966.896484
	Iteration 25Q: 3 clusters Score -2.171914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -21719136.000000 Penalty: 5966.896484
	Iteration 26Q: 3 clusters Score -2.171914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -21719168.000000 Penalty: 5966.896484
	Iteration 27Q: 3 clusters Score -2.171917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -21719160.000000 Penalty: 5966.896484
	Iteration 28Q: 3 clusters Score -2.171916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 167255 members 
Entering Unmasked Estep 
Score: -21719194.000000 Penalty: 5966.896484
	Iteration 29Q: 3 clusters Score -2.171919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 167244 members 
Entering Unmasked Estep 
Score: -21719216.000000 Penalty: 5966.896484
	Iteration 30Q: 3 clusters Score -2.171922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -21719224.000000 Penalty: 5966.896484
	Iteration 31Q: 3 clusters Score -2.171922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 167234 members 
Entering Unmasked Estep 
Score: -21719266.000000 Penalty: 5966.896484
	Iteration 32Q: 3 clusters Score -2.171927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -21719282.000000 Penalty: 5966.896484
	Iteration 33Q: 3 clusters Score -2.171928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 167212 members 
Entering Unmasked Estep 
Score: -21719266.000000 Penalty: 5966.896484
	Iteration 34Q: 3 clusters Score -2.171927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -21719276.000000 Penalty: 5966.896484
	Iteration 35Q: 3 clusters Score -2.171928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21719288.000000 Penalty: 5966.896484
	Iteration 36Q: 3 clusters Score -2.171929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -21719312.000000 Penalty: 5966.896484
	Iteration 37Q: 3 clusters Score -2.171931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21719316.000000 Penalty: 5966.896484
	Iteration 38Q: 3 clusters Score -2.171932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21719324.000000 Penalty: 5966.896484
	Iteration 39Q: 3 clusters Score -2.171932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -21719330.000000 Penalty: 5966.896484
	Iteration 40F: 3 clusters Score -2.171933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -21719354.000000 Penalty: 5966.896484
	Iteration 41Q: 3 clusters Score -2.171935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 167169 members 
Entering Unmasked Estep 
Score: -21719340.000000 Penalty: 5966.896484
	Iteration 42Q: 3 clusters Score -2.171934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 167158 members 
Entering Unmasked Estep 
Score: -21719384.000000 Penalty: 5966.896484
	Iteration 43Q: 3 clusters Score -2.171938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 167147 members 
Entering Unmasked Estep 
Score: -21719398.000000 Penalty: 5966.896484
	Iteration 44Q: 3 clusters Score -2.17194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 167138 members 
Entering Unmasked Estep 
Score: -21719402.000000 Penalty: 5966.896484
	Iteration 45Q: 3 clusters Score -2.17194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -21719424.000000 Penalty: 5966.896484
	Iteration 46Q: 3 clusters Score -2.171942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -21719442.000000 Penalty: 5966.896484
	Iteration 47Q: 3 clusters Score -2.171944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -21719418.000000 Penalty: 5966.896484
	Iteration 48Q: 3 clusters Score -2.171942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 167114 members 
Entering Unmasked Estep 
Score: -21719420.000000 Penalty: 5966.896484
	Iteration 49Q: 3 clusters Score -2.171942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -21719422.000000 Penalty: 5966.896484
	Iteration 50Q: 3 clusters Score -2.171942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -21719422.000000 Penalty: 5966.896484
	Iteration 51F: 3 clusters Score -2.171942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Entering Unmasked Estep 
Score: -8916897.000000 Penalty: 2769.291504
	Iteration 0F: 2 clusters Score -8916897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8869564.000000 Penalty: 5538.583008
	Iteration 0F: 3 clusters Score -8869564 nChanged 33038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8888129.000000 Penalty: 5538.583008
	Iteration 1F: 3 clusters Score -8888129 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8888880.000000 Penalty: 5538.583008
	Iteration 2Q: 3 clusters Score -8888880 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -8889698.000000 Penalty: 5538.583008
	Iteration 3Q: 3 clusters Score -8889698 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8890659.000000 Penalty: 5538.583008
	Iteration 4Q: 3 clusters Score -8890659 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -8891884.000000 Penalty: 5538.583008
	Iteration 5Q: 3 clusters Score -8891884 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -8893479.000000 Penalty: 5538.583008
	Iteration 6F: 3 clusters Score -8893479 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8895334.000000 Penalty: 5538.583008
	Iteration 7F: 3 clusters Score -8895334 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8897572.000000 Penalty: 5538.583008
	Iteration 8F: 3 clusters Score -8897572 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -8899737.000000 Penalty: 5538.583008
	Iteration 9F: 3 clusters Score -8899737 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -8901701.000000 Penalty: 5538.583008
	Iteration 10Q: 3 clusters Score -8901701 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8903598.000000 Penalty: 5538.583008
	Iteration 11Q: 3 clusters Score -8903598 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -8905638.000000 Penalty: 5538.583008
	Iteration 12Q: 3 clusters Score -8905638 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8907738.000000 Penalty: 5538.583008
	Iteration 13Q: 3 clusters Score -8907738 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8910139.000000 Penalty: 5538.583008
	Iteration 14Q: 3 clusters Score -8910139 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8912525.000000 Penalty: 5538.583008
	Iteration 15Q: 3 clusters Score -8912525 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8913707.000000 Penalty: 5538.583008
	Iteration 16Q: 3 clusters Score -8913707 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8914067.000000 Penalty: 5538.583008
	Iteration 17Q: 3 clusters Score -8914067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8914213.000000 Penalty: 5538.583008
	Iteration 18Q: 3 clusters Score -8914213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8914292.000000 Penalty: 5538.583008
	Iteration 19Q: 3 clusters Score -8914292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8914335.000000 Penalty: 5538.583008
	Iteration 20F: 3 clusters Score -8914335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8914391.000000 Penalty: 5538.583008
	Iteration 21Q: 3 clusters Score -8914391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8914409.000000 Penalty: 5538.583008
	Iteration 22Q: 3 clusters Score -8914409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8914409.000000 Penalty: 5538.583008
	Iteration 23Q: 3 clusters Score -8914409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8914409.000000 Penalty: 5538.583008
	Iteration 24F: 3 clusters Score -8914409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Entering Unmasked Estep 
Score: -10928388.000000 Penalty: 2813.173340
	Iteration 0F: 2 clusters Score -1.092839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -10871778.000000 Penalty: 5626.346680
	Iteration 0F: 3 clusters Score -1.087178e+07 nChanged 39813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -10894196.000000 Penalty: 5626.346680
	Iteration 1F: 3 clusters Score -1.08942e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -10894735.000000 Penalty: 5626.346680
	Iteration 2Q: 3 clusters Score -1.089474e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -10895105.000000 Penalty: 5626.346680
	Iteration 3Q: 3 clusters Score -1.08951e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -10895574.000000 Penalty: 5626.346680
	Iteration 4Q: 3 clusters Score -1.089557e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -10896072.000000 Penalty: 5626.346680
	Iteration 5Q: 3 clusters Score -1.089607e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -10896754.000000 Penalty: 5626.346680
	Iteration 6Q: 3 clusters Score -1.089675e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -10897820.000000 Penalty: 5626.346680
	Iteration 7Q: 3 clusters Score -1.089782e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -10899403.000000 Penalty: 5626.346680
	Iteration 8Q: 3 clusters Score -1.08994e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -10902336.000000 Penalty: 5626.346680
	Iteration 9F: 3 clusters Score -1.090234e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -10906819.000000 Penalty: 5626.346680
	Iteration 10F: 3 clusters Score -1.090682e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -10912633.000000 Penalty: 5626.346680
	Iteration 11F: 3 clusters Score -1.091263e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -10918275.000000 Penalty: 5626.346680
	Iteration 12F: 3 clusters Score -1.091828e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -10922247.000000 Penalty: 5626.346680
	Iteration 13F: 3 clusters Score -1.092225e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -10924189.000000 Penalty: 5626.346680
	Iteration 14Q: 3 clusters Score -1.092419e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -10925046.000000 Penalty: 5626.346680
	Iteration 15Q: 3 clusters Score -1.092505e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -10925451.000000 Penalty: 5626.346680
	Iteration 16Q: 3 clusters Score -1.092545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -10925621.000000 Penalty: 5626.346680
	Iteration 17Q: 3 clusters Score -1.092562e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -10925710.000000 Penalty: 5626.346680
	Iteration 18Q: 3 clusters Score -1.092571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -10925747.000000 Penalty: 5626.346680
	Iteration 19Q: 3 clusters Score -1.092575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -10925798.000000 Penalty: 5626.346680
	Iteration 20F: 3 clusters Score -1.09258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -10925820.000000 Penalty: 5626.346680
	Iteration 21Q: 3 clusters Score -1.092582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -10925845.000000 Penalty: 5626.346680
	Iteration 22Q: 3 clusters Score -1.092584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -10925844.000000 Penalty: 5626.346680
	Iteration 23Q: 3 clusters Score -1.092584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -10925845.000000 Penalty: 5626.346680
	Iteration 24Q: 3 clusters Score -1.092584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -10925856.000000 Penalty: 5626.346680
	Iteration 25Q: 3 clusters Score -1.092586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10925857.000000 Penalty: 5626.346680
	Iteration 26Q: 3 clusters Score -1.092586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -10925867.000000 Penalty: 5626.346680
	Iteration 27Q: 3 clusters Score -1.092587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -10925880.000000 Penalty: 5626.346680
	Iteration 28Q: 3 clusters Score -1.092588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10925881.000000 Penalty: 5626.346680
	Iteration 29Q: 3 clusters Score -1.092588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -10925880.000000 Penalty: 5626.346680
	Iteration 30Q: 3 clusters Score -1.092588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -10925880.000000 Penalty: 5626.346680
	Iteration 31F: 3 clusters Score -1.092588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61926.058594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61926.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60436.308594 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -60436.31 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60715.718750 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -60715.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60788.933594 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -60788.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60835.640625 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60835.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60870.156250 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60870.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60888.644531 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60888.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60891.144531 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60891.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60898.304688 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60906.300781 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -60906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60906.300781 Penalty: 3123.366211
	Iteration 9F: 3 clusters Score -60906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -330834.593750 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -330834.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -327901.281250 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -327901.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -328417.968750 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -328418 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -328550.156250 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -328550.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -328617.156250 Penalty: 3874.337158
	Iteration 3Q: 3 clusters Score -328617.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328667.937500 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -328667.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -328697.687500 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -328697.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328713.656250 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -328713.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -328726.312500 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -328726.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -328736.406250 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -328736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -328744.125000 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -328744.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -328750.750000 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -328750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -328754.562500 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -328754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328758.906250 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -328758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -328763.093750 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -328763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -328765.625000 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -328765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -328765.843750 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -328765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328767.187500 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -328767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -328767.968750 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -328768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -328768.593750 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -328768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328770.906250 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -328770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -328771.593750 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -328771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28755.486328 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28755.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27574.390625 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27574.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27690.080078 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27690.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27738.554688 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27738.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27749.423828 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27749.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27754.474609 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27754.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27754.474609 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -27754.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131931.250000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129982.140625 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -129982.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130667.421875 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130667.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -131139.421875 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -131139.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -131469.218750 Penalty: 3483.784424
	Iteration 3F: 3 clusters Score -131469.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -131590.890625 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -131590.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -131638.921875 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -131638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -131680.765625 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -131680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -131714.062500 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -131720.484375 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -131725.781250 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -131725.968750 Penalty: 3483.784424
	Iteration 10F: 3 clusters Score -131726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -131733.890625 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -131733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -131733.890625 Penalty: 3483.784424
	Iteration 12F: 3 clusters Score -131733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -484339.906250 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -484339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480539.031250 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -480539 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -481370.093750 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -481370.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -481548.281250 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -481548.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -481652.562500 Penalty: 4092.048340
	Iteration 3Q: 3 clusters Score -481652.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -481731.968750 Penalty: 4092.048340
	Iteration 4Q: 3 clusters Score -481732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -481798.406250 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -481798.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -481852.812500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -481852.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -481894.625000 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -481894.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -481938.656250 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -481938.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -481996.375000 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -481996.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -482057.062500 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -482057.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -482109.375000 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -482109.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -482171.781250 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -482171.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -482211.781250 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -482211.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -482241.156250 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -482241.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -482269.281250 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -482269.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -482301.562500 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -482301.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -482337.437500 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -482337.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -482376.812500 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -482376.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -482415.875000 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -482415.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -482455.437500 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -482455.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -482491.750000 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -482491.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -482525.218750 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -482525.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -482555.875000 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -482555.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -482576.625000 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -482576.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -482598.375000 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -482598.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -482621.625000 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -482621.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -482642.062500 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -482642.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -482659.406250 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -482659.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -482673.187500 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -482673.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -482690.468750 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -482690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -482708.218750 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -482708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -482723.062500 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -482723.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -482736.875000 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -482736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -482752.125000 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -482752.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -482768.781250 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -482768.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -482774.406250 Penalty: 4092.048340
	Iteration 36Q: 3 clusters Score -482774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -482781.343750 Penalty: 4092.048340
	Iteration 37Q: 3 clusters Score -482781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -482786.593750 Penalty: 4092.048340
	Iteration 38Q: 3 clusters Score -482786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -482790.093750 Penalty: 4092.048340
	Iteration 39Q: 3 clusters Score -482790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -482792.687500 Penalty: 4092.048340
	Iteration 40F: 3 clusters Score -482792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -482796.718750 Penalty: 4092.048340
	Iteration 41Q: 3 clusters Score -482796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -482799.375000 Penalty: 4092.048340
	Iteration 42Q: 3 clusters Score -482799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -482799.875000 Penalty: 4092.048340
	Iteration 43Q: 3 clusters Score -482799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -482801.562500 Penalty: 4092.048340
	Iteration 44Q: 3 clusters Score -482801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -482803.187500 Penalty: 4092.048340
	Iteration 45Q: 3 clusters Score -482803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -482803.500000 Penalty: 4092.048340
	Iteration 46Q: 3 clusters Score -482803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -482803.500000 Penalty: 4092.048340
	Iteration 47F: 3 clusters Score -482803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -972317.750000 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -972317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -965922.062500 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -965922.1 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -967736.000000 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -967736 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -968011.312500 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -968011.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -968215.750000 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -968215.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -968379.812500 Penalty: 4455.537109
	Iteration 4Q: 3 clusters Score -968379.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -968519.062500 Penalty: 4455.537109
	Iteration 5Q: 3 clusters Score -968519.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -968652.812500 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -968652.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -968795.125000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -968795.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -968932.687500 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -968932.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -969087.375000 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -969087.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -969287.375000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -969287.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -969533.312500 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -969533.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -969824.062500 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -969824.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -970079.375000 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -970079.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -970299.562500 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -970299.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -970475.437500 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -970475.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -970646.750000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -970646.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -970807.000000 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -970807 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -970944.187500 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -970944.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -971052.500000 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -971052.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -971128.062500 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -971128.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -971190.875000 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -971190.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -971237.375000 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -971237.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -971277.062500 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -971277.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -971310.125000 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -971310.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -971335.125000 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -971335.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -971355.187500 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -971355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -971367.687500 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -971367.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -971379.687500 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -971379.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -971388.000000 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -971388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -971397.062500 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -971397.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -971406.250000 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -971406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -971410.000000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -971410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -971424.000000 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -971424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -971432.437500 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -971432.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -971440.750000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -971440.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -971447.500000 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -971447.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -971455.500000 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -971455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -971457.250000 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -971457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -971462.625000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -971462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -971466.937500 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -971466.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -971472.187500 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -971472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -971476.500000 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -971476.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -971491.312500 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -971491.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -971501.500000 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -971501.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -971506.750000 Penalty: 4455.537109
	Iteration 45Q: 3 clusters Score -971506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -971516.687500 Penalty: 4455.537109
	Iteration 46Q: 3 clusters Score -971516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -971521.250000 Penalty: 4455.537109
	Iteration 47Q: 3 clusters Score -971521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -971529.750000 Penalty: 4455.537109
	Iteration 48Q: 3 clusters Score -971529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -971534.125000 Penalty: 4455.537109
	Iteration 49Q: 3 clusters Score -971534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -971541.875000 Penalty: 4455.537109
	Iteration 50Q: 3 clusters Score -971541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -971545.187500 Penalty: 4455.537109
	Iteration 51Q: 3 clusters Score -971545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -971551.312500 Penalty: 4455.537109
	Iteration 52Q: 3 clusters Score -971551.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -971563.500000 Penalty: 4455.537109
	Iteration 53Q: 3 clusters Score -971563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -971567.125000 Penalty: 4455.537109
	Iteration 54Q: 3 clusters Score -971567.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -971573.500000 Penalty: 4455.537109
	Iteration 55Q: 3 clusters Score -971573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -971580.750000 Penalty: 4455.537109
	Iteration 56Q: 3 clusters Score -971580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -971587.062500 Penalty: 4455.537109
	Iteration 57Q: 3 clusters Score -971587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -971592.812500 Penalty: 4455.537109
	Iteration 58Q: 3 clusters Score -971592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -971598.562500 Penalty: 4455.537109
	Iteration 59Q: 3 clusters Score -971598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -971603.062500 Penalty: 4455.537109
	Iteration 60F: 3 clusters Score -971603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -971604.375000 Penalty: 4455.537109
	Iteration 61Q: 3 clusters Score -971604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -971606.437500 Penalty: 4455.537109
	Iteration 62Q: 3 clusters Score -971606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -971611.812500 Penalty: 4455.537109
	Iteration 63Q: 3 clusters Score -971611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -971615.062500 Penalty: 4455.537109
	Iteration 64Q: 3 clusters Score -971615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -971617.812500 Penalty: 4455.537109
	Iteration 65Q: 3 clusters Score -971617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -971621.125000 Penalty: 4455.537109
	Iteration 66Q: 3 clusters Score -971621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -971622.062500 Penalty: 4455.537109
	Iteration 67Q: 3 clusters Score -971622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -971622.062500 Penalty: 4455.537109
	Iteration 68F: 3 clusters Score -971622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208910.203125 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208910.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209279.687500 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209279.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -209376.281250 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209376.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -209422.031250 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209445.406250 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209445.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -209463.109375 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209474.812500 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209495.156250 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209495.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -209517.390625 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209517.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -209527.828125 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209530.453125 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209531.156250 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209531.500000 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -209531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209531.500000 Penalty: 3668.582275
	Iteration 13F: 3 clusters Score -209531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -610738.625000 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -610738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -606282.125000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -606282.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -607410.375000 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -607410.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -607725.375000 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -607725.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -607930.375000 Penalty: 4222.340332
	Iteration 3F: 3 clusters Score -607930.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -608103.750000 Penalty: 4222.340332
	Iteration 4F: 3 clusters Score -608103.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -608273.875000 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -608273.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -608404.937500 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -608404.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -608542.750000 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -608542.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -608653.812500 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -608653.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -608724.750000 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -608724.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -608779.625000 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -608779.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -608834.250000 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -608834.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -608888.687500 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -608888.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -608942.250000 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -608942.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -608979.187500 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -608979.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -609006.812500 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -609006.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -609026.187500 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -609026.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -609045.437500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -609045.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -609062.000000 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -609062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -609073.562500 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -609073.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -609081.750000 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -609081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -609085.250000 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -609085.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -609091.750000 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -609091.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -609098.562500 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -609098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -609104.937500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -609104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -609110.562500 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -609110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -609114.625000 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -609114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -609118.312500 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -609118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -609123.250000 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -609123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -609127.750000 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -609127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -609132.375000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -609132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -609132.312500 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -609132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -609134.687500 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -609134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -609135.000000 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -609135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -609136.687500 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -609136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -609136.312500 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -609136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -609137.750000 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -609137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -609139.125000 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -609139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -609139.312500 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -609139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -609141.500000 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -609141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -609143.375000 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -609143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -609143.312500 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -609143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -609143.562500 Penalty: 4222.340332
	Iteration 42Q: 3 clusters Score -609143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -609143.875000 Penalty: 4222.340332
	Iteration 43Q: 3 clusters Score -609143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -609143.687500 Penalty: 4222.340332
	Iteration 44Q: 3 clusters Score -609143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -609142.812500 Penalty: 4222.340332
	Iteration 45Q: 3 clusters Score -609142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -609145.687500 Penalty: 4222.340332
	Iteration 46Q: 3 clusters Score -609145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -609147.000000 Penalty: 4222.340332
	Iteration 47Q: 3 clusters Score -609147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -609149.062500 Penalty: 4222.340332
	Iteration 48Q: 3 clusters Score -609149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -609151.187500 Penalty: 4222.340332
	Iteration 49Q: 3 clusters Score -609151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -609152.750000 Penalty: 4222.340332
	Iteration 50Q: 3 clusters Score -609152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -609154.250000 Penalty: 4222.340332
	Iteration 51Q: 3 clusters Score -609154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -609155.250000 Penalty: 4222.340332
	Iteration 52Q: 3 clusters Score -609155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -609156.812500 Penalty: 4222.340332
	Iteration 53Q: 3 clusters Score -609156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -609157.875000 Penalty: 4222.340332
	Iteration 54Q: 3 clusters Score -609157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -609158.437500 Penalty: 4222.340332
	Iteration 55Q: 3 clusters Score -609158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -609159.187500 Penalty: 4222.340332
	Iteration 56Q: 3 clusters Score -609159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -609159.187500 Penalty: 4222.340332
	Iteration 57F: 3 clusters Score -609159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Entering Unmasked Estep 
Score: -18725956.000000 Penalty: 2946.409180
	Iteration 0F: 2 clusters Score -1.872596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -18630596.000000 Penalty: 5892.818359
	Iteration 0F: 3 clusters Score -1.86306e+07 nChanged 68858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -18670010.000000 Penalty: 5892.818359
	Iteration 1F: 3 clusters Score -1.867001e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -18671004.000000 Penalty: 5892.818359
	Iteration 2Q: 3 clusters Score -1.8671e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -18672170.000000 Penalty: 5892.818359
	Iteration 3Q: 3 clusters Score -1.867217e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -18673648.000000 Penalty: 5892.818359
	Iteration 4Q: 3 clusters Score -1.867365e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -18675782.000000 Penalty: 5892.818359
	Iteration 5Q: 3 clusters Score -1.867578e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -18679096.000000 Penalty: 5892.818359
	Iteration 6Q: 3 clusters Score -1.86791e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -18683854.000000 Penalty: 5892.818359
	Iteration 7F: 3 clusters Score -1.868385e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -18690438.000000 Penalty: 5892.818359
	Iteration 8F: 3 clusters Score -1.869044e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -18698006.000000 Penalty: 5892.818359
	Iteration 9F: 3 clusters Score -1.869801e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -18704636.000000 Penalty: 5892.818359
	Iteration 10F: 3 clusters Score -1.870464e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -18708866.000000 Penalty: 5892.818359
	Iteration 11Q: 3 clusters Score -1.870887e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -18711394.000000 Penalty: 5892.818359
	Iteration 12Q: 3 clusters Score -1.871139e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -18712856.000000 Penalty: 5892.818359
	Iteration 13Q: 3 clusters Score -1.871286e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 120980 members 
Entering Unmasked Estep 
Score: -18713900.000000 Penalty: 5892.818359
	Iteration 14Q: 3 clusters Score -1.87139e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -18714936.000000 Penalty: 5892.818359
	Iteration 15Q: 3 clusters Score -1.871494e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -18715986.000000 Penalty: 5892.818359
	Iteration 16Q: 3 clusters Score -1.871599e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 128227 members 
Entering Unmasked Estep 
Score: -18716984.000000 Penalty: 5892.818359
	Iteration 17Q: 3 clusters Score -1.871698e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 130460 members 
Entering Unmasked Estep 
Score: -18717948.000000 Penalty: 5892.818359
	Iteration 18Q: 3 clusters Score -1.871795e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -18718864.000000 Penalty: 5892.818359
	Iteration 19Q: 3 clusters Score -1.871886e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -18719786.000000 Penalty: 5892.818359
	Iteration 20F: 3 clusters Score -1.871979e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -18720786.000000 Penalty: 5892.818359
	Iteration 21Q: 3 clusters Score -1.872079e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -18721384.000000 Penalty: 5892.818359
	Iteration 22Q: 3 clusters Score -1.872138e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 138361 members 
Entering Unmasked Estep 
Score: -18722014.000000 Penalty: 5892.818359
	Iteration 23Q: 3 clusters Score -1.872201e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 139327 members 
Entering Unmasked Estep 
Score: -18722492.000000 Penalty: 5892.818359
	Iteration 24Q: 3 clusters Score -1.872249e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -18722874.000000 Penalty: 5892.818359
	Iteration 25Q: 3 clusters Score -1.872287e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -18723040.000000 Penalty: 5892.818359
	Iteration 26Q: 3 clusters Score -1.872304e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 141214 members 
Entering Unmasked Estep 
Score: -18723202.000000 Penalty: 5892.818359
	Iteration 27Q: 3 clusters Score -1.87232e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 141589 members 
Entering Unmasked Estep 
Score: -18723372.000000 Penalty: 5892.818359
	Iteration 28Q: 3 clusters Score -1.872337e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 141861 members 
Entering Unmasked Estep 
Score: -18723446.000000 Penalty: 5892.818359
	Iteration 29Q: 3 clusters Score -1.872345e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -18723570.000000 Penalty: 5892.818359
	Iteration 30Q: 3 clusters Score -1.872357e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -18723598.000000 Penalty: 5892.818359
	Iteration 31Q: 3 clusters Score -1.87236e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 142444 members 
Entering Unmasked Estep 
Score: -18723662.000000 Penalty: 5892.818359
	Iteration 32Q: 3 clusters Score -1.872366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -18723678.000000 Penalty: 5892.818359
	Iteration 33Q: 3 clusters Score -1.872368e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -18723698.000000 Penalty: 5892.818359
	Iteration 34Q: 3 clusters Score -1.87237e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -18723700.000000 Penalty: 5892.818359
	Iteration 35Q: 3 clusters Score -1.87237e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -18723714.000000 Penalty: 5892.818359
	Iteration 36Q: 3 clusters Score -1.872371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
Score: -18723738.000000 Penalty: 5892.818359
	Iteration 37Q: 3 clusters Score -1.872374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -18723726.000000 Penalty: 5892.818359
	Iteration 38Q: 3 clusters Score -1.872373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 142897 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.818359
	Iteration 39Q: 3 clusters Score -1.872375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.818359
	Iteration 40F: 3 clusters Score -1.872375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 142940 members 
Entering Unmasked Estep 
Score: -18723736.000000 Penalty: 5892.818359
	Iteration 41Q: 3 clusters Score -1.872374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -18723750.000000 Penalty: 5892.818359
	Iteration 42Q: 3 clusters Score -1.872375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 142974 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.818359
	Iteration 43Q: 3 clusters Score -1.872375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 142984 members 
Entering Unmasked Estep 
Score: -18723760.000000 Penalty: 5892.818359
	Iteration 44Q: 3 clusters Score -1.872376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -18723748.000000 Penalty: 5892.818359
	Iteration 45Q: 3 clusters Score -1.872375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -18723748.000000 Penalty: 5892.818359
	Iteration 46Q: 3 clusters Score -1.872375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18723756.000000 Penalty: 5892.818359
	Iteration 47Q: 3 clusters Score -1.872376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -18723740.000000 Penalty: 5892.818359
	Iteration 48Q: 3 clusters Score -1.872374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 142998 members 
Entering Unmasked Estep 
Score: -18723746.000000 Penalty: 5892.818359
	Iteration 49Q: 3 clusters Score -1.872375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -18723742.000000 Penalty: 5892.818359
	Iteration 50Q: 3 clusters Score -1.872374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -18723746.000000 Penalty: 5892.818359
	Iteration 51Q: 3 clusters Score -1.872375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 143013 members 
Entering Unmasked Estep 
Score: -18723748.000000 Penalty: 5892.818359
	Iteration 52Q: 3 clusters Score -1.872375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.818359
	Iteration 53Q: 3 clusters Score -1.872375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.818359
	Iteration 54Q: 3 clusters Score -1.872375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 143030 members 
Entering Unmasked Estep 
Score: -18723758.000000 Penalty: 5892.818359
	Iteration 55Q: 3 clusters Score -1.872376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -18723760.000000 Penalty: 5892.818359
	Iteration 56Q: 3 clusters Score -1.872376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 143045 members 
Entering Unmasked Estep 
Score: -18723760.000000 Penalty: 5892.818359
	Iteration 57Q: 3 clusters Score -1.872376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -18723766.000000 Penalty: 5892.818359
	Iteration 58Q: 3 clusters Score -1.872377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -18723784.000000 Penalty: 5892.818359
	Iteration 59Q: 3 clusters Score -1.872378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -18723776.000000 Penalty: 5892.818359
	Iteration 60F: 3 clusters Score -1.872378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -18723794.000000 Penalty: 5892.818359
	Iteration 61Q: 3 clusters Score -1.872379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 143087 members 
Entering Unmasked Estep 
Score: -18723788.000000 Penalty: 5892.818359
	Iteration 62Q: 3 clusters Score -1.872379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -18723794.000000 Penalty: 5892.818359
	Iteration 63Q: 3 clusters Score -1.872379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -18723798.000000 Penalty: 5892.818359
	Iteration 64Q: 3 clusters Score -1.87238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -18723804.000000 Penalty: 5892.818359
	Iteration 65Q: 3 clusters Score -1.87238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -18723800.000000 Penalty: 5892.818359
	Iteration 66Q: 3 clusters Score -1.87238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -18723804.000000 Penalty: 5892.818359
	Iteration 67Q: 3 clusters Score -1.87238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -18723816.000000 Penalty: 5892.818359
	Iteration 68Q: 3 clusters Score -1.872382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -18723816.000000 Penalty: 5892.818359
	Iteration 69Q: 3 clusters Score -1.872382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -18723812.000000 Penalty: 5892.818359
	Iteration 70Q: 3 clusters Score -1.872381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -18723816.000000 Penalty: 5892.818359
	Iteration 71Q: 3 clusters Score -1.872382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -18723826.000000 Penalty: 5892.818359
	Iteration 72Q: 3 clusters Score -1.872383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -18723820.000000 Penalty: 5892.818359
	Iteration 73Q: 3 clusters Score -1.872382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -18723808.000000 Penalty: 5892.818359
	Iteration 74Q: 3 clusters Score -1.872381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -18723816.000000 Penalty: 5892.818359
	Iteration 75Q: 3 clusters Score -1.872382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -18723814.000000 Penalty: 5892.818359
	Iteration 76Q: 3 clusters Score -1.872381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -18723814.000000 Penalty: 5892.818359
	Iteration 77Q: 3 clusters Score -1.872381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -18723826.000000 Penalty: 5892.818359
	Iteration 78Q: 3 clusters Score -1.872383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -18723842.000000 Penalty: 5892.818359
	Iteration 79Q: 3 clusters Score -1.872384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -18723842.000000 Penalty: 5892.818359
	Iteration 80F: 3 clusters Score -1.872384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -18723840.000000 Penalty: 5892.818359
	Iteration 81Q: 3 clusters Score -1.872384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -18723832.000000 Penalty: 5892.818359
	Iteration 82Q: 3 clusters Score -1.872383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -18723838.000000 Penalty: 5892.818359
	Iteration 83Q: 3 clusters Score -1.872384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -18723834.000000 Penalty: 5892.818359
	Iteration 84Q: 3 clusters Score -1.872383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 143220 members 
Entering Unmasked Estep 
Score: -18723840.000000 Penalty: 5892.818359
	Iteration 85Q: 3 clusters Score -1.872384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -18723842.000000 Penalty: 5892.818359
	Iteration 86Q: 3 clusters Score -1.872384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -18723832.000000 Penalty: 5892.818359
	Iteration 87Q: 3 clusters Score -1.872383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 143228 members 
Entering Unmasked Estep 
Score: -18723846.000000 Penalty: 5892.818359
	Iteration 88Q: 3 clusters Score -1.872385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -18723844.000000 Penalty: 5892.818359
	Iteration 89Q: 3 clusters Score -1.872384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -18723846.000000 Penalty: 5892.818359
	Iteration 90Q: 3 clusters Score -1.872385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 143234 members 
Entering Unmasked Estep 
Score: -18723836.000000 Penalty: 5892.818359
	Iteration 91Q: 3 clusters Score -1.872384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -18723842.000000 Penalty: 5892.818359
	Iteration 92Q: 3 clusters Score -1.872384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 143244 members 
Entering Unmasked Estep 
Score: -18723860.000000 Penalty: 5892.818359
	Iteration 93Q: 3 clusters Score -1.872386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -18723866.000000 Penalty: 5892.818359
	Iteration 94Q: 3 clusters Score -1.872387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -18723856.000000 Penalty: 5892.818359
	Iteration 95Q: 3 clusters Score -1.872386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -18723844.000000 Penalty: 5892.818359
	Iteration 96Q: 3 clusters Score -1.872384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -18723854.000000 Penalty: 5892.818359
	Iteration 97Q: 3 clusters Score -1.872385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18723856.000000 Penalty: 5892.818359
	Iteration 98Q: 3 clusters Score -1.872386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -18723858.000000 Penalty: 5892.818359
	Iteration 99Q: 3 clusters Score -1.872386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -18723874.000000 Penalty: 5892.818359
	Iteration 100F: 3 clusters Score -1.872387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -18723874.000000 Penalty: 5892.818359
	Iteration 101Q: 3 clusters Score -1.872387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 143297 members 
Entering Unmasked Estep 
Score: -18723884.000000 Penalty: 5892.818359
	Iteration 102Q: 3 clusters Score -1.872388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -18723880.000000 Penalty: 5892.818359
	Iteration 103Q: 3 clusters Score -1.872388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -18723872.000000 Penalty: 5892.818359
	Iteration 104Q: 3 clusters Score -1.872387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -18723880.000000 Penalty: 5892.818359
	Iteration 105Q: 3 clusters Score -1.872388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 143332 members 
Entering Unmasked Estep 
Score: -18723874.000000 Penalty: 5892.818359
	Iteration 106Q: 3 clusters Score -1.872387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -18723876.000000 Penalty: 5892.818359
	Iteration 107Q: 3 clusters Score -1.872388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -18723870.000000 Penalty: 5892.818359
	Iteration 108Q: 3 clusters Score -1.872387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -18723878.000000 Penalty: 5892.818359
	Iteration 109Q: 3 clusters Score -1.872388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -18723878.000000 Penalty: 5892.818359
	Iteration 110F: 3 clusters Score -1.872388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -25182.828125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -25182.83 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 118 members 
Entering Unmasked Estep 
Score: -24001.388672 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -24001.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24062.273438 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -24062.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24099.542969 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -24099.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24116.484375 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -24116.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24134.685547 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -24134.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24142.101562 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -24142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24160.107422 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -24160.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24160.107422 Penalty: 2705.839355
	Iteration 7F: 3 clusters Score -24160.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20663.066406 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -20663.07 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 96 members 
Entering Unmasked Estep 
Score: -19566.378906 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -19566.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19586.703125 Penalty: 2602.523926
	Iteration 1Q: 3 clusters Score -19586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19586.703125 Penalty: 2602.523926
	Iteration 2F: 3 clusters Score -19586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -469948.468750 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -469948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -466246.750000 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -466246.8 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -467016.218750 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -467016.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -467182.843750 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -467182.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -467301.531250 Penalty: 4066.661621
	Iteration 3Q: 3 clusters Score -467301.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -467382.687500 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -467382.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -467442.843750 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -467442.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -467500.468750 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -467500.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -467550.812500 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -467550.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -467592.593750 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -467592.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -467631.968750 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -467632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -467658.468750 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -467658.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -467678.312500 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -467678.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -467699.281250 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -467699.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -467724.781250 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -467724.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -467745.812500 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -467745.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -467767.906250 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -467767.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -467787.406250 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -467787.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -467806.468750 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -467806.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -467830.875000 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -467830.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -467859.000000 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -467859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -467879.125000 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -467879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -467892.750000 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -467892.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -467904.812500 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -467904.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -467916.562500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -467916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -467924.687500 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -467924.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -467930.437500 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -467930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -467935.781250 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -467935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -467944.500000 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -467944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -467954.187500 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -467954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -467961.125000 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -467961.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -467968.156250 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -467968.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -467980.437500 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -467980.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -467992.093750 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -467992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -467997.562500 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -467997.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -468005.281250 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -468005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -468007.593750 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -468007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -468014.750000 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -468014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -468020.187500 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -468020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -468023.406250 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -468023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -468025.187500 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -468025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -468029.312500 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -468029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -468034.656250 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -468034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -468041.906250 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -468041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -468051.031250 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -468051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -468062.750000 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -468062.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -468079.125000 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -468079.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -468105.031250 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -468105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -468134.250000 Penalty: 4066.661621
	Iteration 47Q: 3 clusters Score -468134.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -468166.468750 Penalty: 4066.661621
	Iteration 48Q: 3 clusters Score -468166.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -468185.125000 Penalty: 4066.661621
	Iteration 49Q: 3 clusters Score -468185.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -468203.875000 Penalty: 4066.661621
	Iteration 50Q: 3 clusters Score -468203.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -468231.437500 Penalty: 4066.661621
	Iteration 51Q: 3 clusters Score -468231.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -468256.812500 Penalty: 4066.661621
	Iteration 52Q: 3 clusters Score -468256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -468289.343750 Penalty: 4066.661621
	Iteration 53Q: 3 clusters Score -468289.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -468316.750000 Penalty: 4066.661621
	Iteration 54Q: 3 clusters Score -468316.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -468334.718750 Penalty: 4066.661621
	Iteration 55Q: 3 clusters Score -468334.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -468362.375000 Penalty: 4066.661621
	Iteration 56Q: 3 clusters Score -468362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -468393.406250 Penalty: 4066.661621
	Iteration 57Q: 3 clusters Score -468393.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -468419.906250 Penalty: 4066.661621
	Iteration 58Q: 3 clusters Score -468419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -468441.437500 Penalty: 4066.661621
	Iteration 59Q: 3 clusters Score -468441.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -468462.875000 Penalty: 4066.661621
	Iteration 60F: 3 clusters Score -468462.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -468478.031250 Penalty: 4066.661621
	Iteration 61Q: 3 clusters Score -468478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -468485.125000 Penalty: 4066.661621
	Iteration 62Q: 3 clusters Score -468485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -468488.093750 Penalty: 4066.661621
	Iteration 63Q: 3 clusters Score -468488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -468490.156250 Penalty: 4066.661621
	Iteration 64Q: 3 clusters Score -468490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -468493.125000 Penalty: 4066.661621
	Iteration 65Q: 3 clusters Score -468493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -468494.187500 Penalty: 4066.661621
	Iteration 66Q: 3 clusters Score -468494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -468494.187500 Penalty: 4066.661621
	Iteration 67F: 3 clusters Score -468494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94149.953125 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -94149.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92498.562500 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -92498.56 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92912.640625 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -92912.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93074.281250 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -93074.28 nChanged 30
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: -93153.929688 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -93153.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93197.390625 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -93197.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93222.296875 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -93222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93239.093750 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -93239.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93251.132812 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -93251.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93266.492188 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -93266.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93286.437500 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -93286.44 nChanged 9
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: -93297.648438 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -93297.65 nChanged 7
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: -93308.234375 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -93308.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93314.875000 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -93314.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93331.109375 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -93331.11 nChanged 9
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: -93350.703125 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -93350.7 nChanged 13
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: -93385.046875 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -93385.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93404.835938 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -93404.84 nChanged 13
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: -93422.000000 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -93422 nChanged 13
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: -93447.445312 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -93447.45 nChanged 12
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: -93483.976562 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -93483.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93512.960938 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -93512.96 nChanged 10
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: -93534.976562 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -93534.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93549.617188 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -93549.62 nChanged 7
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: -93568.960938 Penalty: 3340.357422
	Iteration 23Q: 3 clusters Score -93568.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93578.648438 Penalty: 3340.357422
	Iteration 24Q: 3 clusters Score -93578.65 nChanged 4
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: -93587.875000 Penalty: 3340.357422
	Iteration 25Q: 3 clusters Score -93587.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93592.695312 Penalty: 3340.357422
	Iteration 26Q: 3 clusters Score -93592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93605.562500 Penalty: 3340.357422
	Iteration 27Q: 3 clusters Score -93605.56 nChanged 6
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: -93622.000000 Penalty: 3340.357422
	Iteration 28Q: 3 clusters Score -93622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -93652.054688 Penalty: 3340.357422
	Iteration 29Q: 3 clusters Score -93652.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93670.132812 Penalty: 3340.357422
	Iteration 30Q: 3 clusters Score -93670.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93677.203125 Penalty: 3340.357422
	Iteration 31Q: 3 clusters Score -93677.2 nChanged 1
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: -93679.234375 Penalty: 3340.357422
	Iteration 32Q: 3 clusters Score -93679.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93680.945312 Penalty: 3340.357422
	Iteration 33Q: 3 clusters Score -93680.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93680.945312 Penalty: 3340.357422
	Iteration 34F: 3 clusters Score -93680.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Entering Unmasked Estep 
Score: -8414532.000000 Penalty: 2748.500977
	Iteration 0F: 2 clusters Score -8414532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -8370864.500000 Penalty: 5497.001953
	Iteration 0F: 3 clusters Score -8370864 nChanged 30283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -8387785.000000 Penalty: 5497.001953
	Iteration 1F: 3 clusters Score -8387785 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -8388721.000000 Penalty: 5497.001953
	Iteration 2Q: 3 clusters Score -8388721 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -8390175.000000 Penalty: 5497.001953
	Iteration 3F: 3 clusters Score -8390175 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8392594.000000 Penalty: 5497.001953
	Iteration 4F: 3 clusters Score -8392594 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -8396116.000000 Penalty: 5497.001953
	Iteration 5F: 3 clusters Score -8396116 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -8400558.000000 Penalty: 5497.001953
	Iteration 6F: 3 clusters Score -8400558 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8404526.000000 Penalty: 5497.001953
	Iteration 7F: 3 clusters Score -8404526 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8407411.000000 Penalty: 5497.001953
	Iteration 8F: 3 clusters Score -8407411 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8409107.000000 Penalty: 5497.001953
	Iteration 9Q: 3 clusters Score -8409107 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8410157.000000 Penalty: 5497.001953
	Iteration 10Q: 3 clusters Score -8410157 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8410866.000000 Penalty: 5497.001953
	Iteration 11Q: 3 clusters Score -8410866 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8411308.000000 Penalty: 5497.001953
	Iteration 12Q: 3 clusters Score -8411308 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8411604.000000 Penalty: 5497.001953
	Iteration 13Q: 3 clusters Score -8411604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8411754.000000 Penalty: 5497.001953
	Iteration 14Q: 3 clusters Score -8411754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8411883.000000 Penalty: 5497.001953
	Iteration 15Q: 3 clusters Score -8411883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8411956.000000 Penalty: 5497.001953
	Iteration 16Q: 3 clusters Score -8411956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8411997.000000 Penalty: 5497.001953
	Iteration 17Q: 3 clusters Score -8411997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8412042.000000 Penalty: 5497.001953
	Iteration 18Q: 3 clusters Score -8412042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8412082.000000 Penalty: 5497.001953
	Iteration 19Q: 3 clusters Score -8412082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8412105.000000 Penalty: 5497.001953
	Iteration 20F: 3 clusters Score -8412105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8412136.000000 Penalty: 5497.001953
	Iteration 21Q: 3 clusters Score -8412136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8412146.000000 Penalty: 5497.001953
	Iteration 22Q: 3 clusters Score -8412146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8412142.000000 Penalty: 5497.001953
	Iteration 23Q: 3 clusters Score -8412142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8412152.000000 Penalty: 5497.001953
	Iteration 24Q: 3 clusters Score -8412152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8412157.000000 Penalty: 5497.001953
	Iteration 25Q: 3 clusters Score -8412157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8412166.000000 Penalty: 5497.001953
	Iteration 26Q: 3 clusters Score -8412166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8412173.000000 Penalty: 5497.001953
	Iteration 27Q: 3 clusters Score -8412173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8412173.000000 Penalty: 5497.001953
	Iteration 28Q: 3 clusters Score -8412173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8412177.000000 Penalty: 5497.001953
	Iteration 29Q: 3 clusters Score -8412177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8412188.000000 Penalty: 5497.001953
	Iteration 30Q: 3 clusters Score -8412188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8412187.000000 Penalty: 5497.001953
	Iteration 31Q: 3 clusters Score -8412187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8412188.000000 Penalty: 5497.001953
	Iteration 32Q: 3 clusters Score -8412188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8412196.000000 Penalty: 5497.001953
	Iteration 33Q: 3 clusters Score -8412196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8412192.000000 Penalty: 5497.001953
	Iteration 34Q: 3 clusters Score -8412192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8412205.000000 Penalty: 5497.001953
	Iteration 35Q: 3 clusters Score -8412205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8412201.000000 Penalty: 5497.001953
	Iteration 36Q: 3 clusters Score -8412201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8412201.000000 Penalty: 5497.001953
	Iteration 37F: 3 clusters Score -8412201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Entering Unmasked Estep 
Score: -18511656.000000 Penalty: 2943.966064
	Iteration 0F: 2 clusters Score -1.851166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -18416330.000000 Penalty: 5887.932129
	Iteration 0F: 3 clusters Score -1.841633e+07 nChanged 68398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -18456336.000000 Penalty: 5887.932129
	Iteration 1F: 3 clusters Score -1.845634e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -18457782.000000 Penalty: 5887.932129
	Iteration 2Q: 3 clusters Score -1.845778e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -18459918.000000 Penalty: 5887.932129
	Iteration 3Q: 3 clusters Score -1.845992e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -18462810.000000 Penalty: 5887.932129
	Iteration 4Q: 3 clusters Score -1.846281e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -18467256.000000 Penalty: 5887.932129
	Iteration 5F: 3 clusters Score -1.846726e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -18473606.000000 Penalty: 5887.932129
	Iteration 6F: 3 clusters Score -1.847361e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -18481826.000000 Penalty: 5887.932129
	Iteration 7F: 3 clusters Score -1.848183e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -18488616.000000 Penalty: 5887.932129
	Iteration 8F: 3 clusters Score -1.848862e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -18492416.000000 Penalty: 5887.932129
	Iteration 9F: 3 clusters Score -1.849242e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -18493784.000000 Penalty: 5887.932129
	Iteration 10Q: 3 clusters Score -1.849378e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -18494424.000000 Penalty: 5887.932129
	Iteration 11Q: 3 clusters Score -1.849442e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -18494902.000000 Penalty: 5887.932129
	Iteration 12Q: 3 clusters Score -1.84949e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -18495316.000000 Penalty: 5887.932129
	Iteration 13Q: 3 clusters Score -1.849532e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -18495752.000000 Penalty: 5887.932129
	Iteration 14Q: 3 clusters Score -1.849575e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -18496220.000000 Penalty: 5887.932129
	Iteration 15Q: 3 clusters Score -1.849622e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -18496716.000000 Penalty: 5887.932129
	Iteration 16Q: 3 clusters Score -1.849672e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -18497256.000000 Penalty: 5887.932129
	Iteration 17Q: 3 clusters Score -1.849726e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -18497708.000000 Penalty: 5887.932129
	Iteration 18Q: 3 clusters Score -1.849771e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -18498136.000000 Penalty: 5887.932129
	Iteration 19Q: 3 clusters Score -1.849814e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -18498700.000000 Penalty: 5887.932129
	Iteration 20F: 3 clusters Score -1.84987e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -18499262.000000 Penalty: 5887.932129
	Iteration 21Q: 3 clusters Score -1.849926e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -18499890.000000 Penalty: 5887.932129
	Iteration 22Q: 3 clusters Score -1.849989e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -18500512.000000 Penalty: 5887.932129
	Iteration 23Q: 3 clusters Score -1.850051e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -18501290.000000 Penalty: 5887.932129
	Iteration 24Q: 3 clusters Score -1.850129e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -18502040.000000 Penalty: 5887.932129
	Iteration 25Q: 3 clusters Score -1.850204e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -18502796.000000 Penalty: 5887.932129
	Iteration 26Q: 3 clusters Score -1.85028e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -18503494.000000 Penalty: 5887.932129
	Iteration 27Q: 3 clusters Score -1.850349e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -18504088.000000 Penalty: 5887.932129
	Iteration 28Q: 3 clusters Score -1.850409e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -18504494.000000 Penalty: 5887.932129
	Iteration 29Q: 3 clusters Score -1.850449e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -18504794.000000 Penalty: 5887.932129
	Iteration 30Q: 3 clusters Score -1.850479e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -18505076.000000 Penalty: 5887.932129
	Iteration 31Q: 3 clusters Score -1.850508e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -18505246.000000 Penalty: 5887.932129
	Iteration 32Q: 3 clusters Score -1.850525e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -18505480.000000 Penalty: 5887.932129
	Iteration 33Q: 3 clusters Score -1.850548e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -18505650.000000 Penalty: 5887.932129
	Iteration 34Q: 3 clusters Score -1.850565e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -18505708.000000 Penalty: 5887.932129
	Iteration 35Q: 3 clusters Score -1.850571e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -18505830.000000 Penalty: 5887.932129
	Iteration 36Q: 3 clusters Score -1.850583e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116153 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -18505886.000000 Penalty: 5887.932129
	Iteration 37Q: 3 clusters Score -1.850589e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -18505958.000000 Penalty: 5887.932129
	Iteration 38Q: 3 clusters Score -1.850596e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -18506024.000000 Penalty: 5887.932129
	Iteration 39Q: 3 clusters Score -1.850602e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -18506068.000000 Penalty: 5887.932129
	Iteration 40F: 3 clusters Score -1.850607e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -18506076.000000 Penalty: 5887.932129
	Iteration 41Q: 3 clusters Score -1.850608e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118386 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -18506142.000000 Penalty: 5887.932129
	Iteration 42Q: 3 clusters Score -1.850614e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -18506158.000000 Penalty: 5887.932129
	Iteration 43Q: 3 clusters Score -1.850616e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -18506188.000000 Penalty: 5887.932129
	Iteration 44Q: 3 clusters Score -1.850619e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119478 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -18506234.000000 Penalty: 5887.932129
	Iteration 45Q: 3 clusters Score -1.850623e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119811 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -18506236.000000 Penalty: 5887.932129
	Iteration 46Q: 3 clusters Score -1.850624e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -18506226.000000 Penalty: 5887.932129
	Iteration 47Q: 3 clusters Score -1.850623e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -18506268.000000 Penalty: 5887.932129
	Iteration 48Q: 3 clusters Score -1.850627e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -18506290.000000 Penalty: 5887.932129
	Iteration 49Q: 3 clusters Score -1.850629e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -18506288.000000 Penalty: 5887.932129
	Iteration 50Q: 3 clusters Score -1.850629e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121386 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -18506302.000000 Penalty: 5887.932129
	Iteration 51Q: 3 clusters Score -1.85063e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -18506262.000000 Penalty: 5887.932129
	Iteration 52Q: 3 clusters Score -1.850626e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -18506288.000000 Penalty: 5887.932129
	Iteration 53Q: 3 clusters Score -1.850629e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122197 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -18506350.000000 Penalty: 5887.932129
	Iteration 54Q: 3 clusters Score -1.850635e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -18506416.000000 Penalty: 5887.932129
	Iteration 55Q: 3 clusters Score -1.850642e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -18506436.000000 Penalty: 5887.932129
	Iteration 56Q: 3 clusters Score -1.850644e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123039 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -18506486.000000 Penalty: 5887.932129
	Iteration 57Q: 3 clusters Score -1.850649e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -18506494.000000 Penalty: 5887.932129
	Iteration 58Q: 3 clusters Score -1.850649e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -18506520.000000 Penalty: 5887.932129
	Iteration 59Q: 3 clusters Score -1.850652e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -18506500.000000 Penalty: 5887.932129
	Iteration 60F: 3 clusters Score -1.85065e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -18506574.000000 Penalty: 5887.932129
	Iteration 61Q: 3 clusters Score -1.850657e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -18506650.000000 Penalty: 5887.932129
	Iteration 62Q: 3 clusters Score -1.850665e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -18506714.000000 Penalty: 5887.932129
	Iteration 63Q: 3 clusters Score -1.850671e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -18506766.000000 Penalty: 5887.932129
	Iteration 64Q: 3 clusters Score -1.850677e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -18506798.000000 Penalty: 5887.932129
	Iteration 65Q: 3 clusters Score -1.85068e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -18506854.000000 Penalty: 5887.932129
	Iteration 66Q: 3 clusters Score -1.850685e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125659 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -18506862.000000 Penalty: 5887.932129
	Iteration 67Q: 3 clusters Score -1.850686e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -18506874.000000 Penalty: 5887.932129
	Iteration 68Q: 3 clusters Score -1.850687e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -18506854.000000 Penalty: 5887.932129
	Iteration 69Q: 3 clusters Score -1.850685e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -18506920.000000 Penalty: 5887.932129
	Iteration 70Q: 3 clusters Score -1.850692e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126616 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -18506916.000000 Penalty: 5887.932129
	Iteration 71Q: 3 clusters Score -1.850692e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -18506960.000000 Penalty: 5887.932129
	Iteration 72Q: 3 clusters Score -1.850696e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -18506968.000000 Penalty: 5887.932129
	Iteration 73Q: 3 clusters Score -1.850697e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127267 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -18506946.000000 Penalty: 5887.932129
	Iteration 74Q: 3 clusters Score -1.850695e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -18506976.000000 Penalty: 5887.932129
	Iteration 75Q: 3 clusters Score -1.850698e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127704 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -18506954.000000 Penalty: 5887.932129
	Iteration 76Q: 3 clusters Score -1.850695e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -18506980.000000 Penalty: 5887.932129
	Iteration 77Q: 3 clusters Score -1.850698e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -18506974.000000 Penalty: 5887.932129
	Iteration 78Q: 3 clusters Score -1.850697e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -18507026.000000 Penalty: 5887.932129
	Iteration 79Q: 3 clusters Score -1.850703e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128598 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -18507020.000000 Penalty: 5887.932129
	Iteration 80F: 3 clusters Score -1.850702e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -18507018.000000 Penalty: 5887.932129
	Iteration 81Q: 3 clusters Score -1.850702e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -18507038.000000 Penalty: 5887.932129
	Iteration 82Q: 3 clusters Score -1.850704e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -18507092.000000 Penalty: 5887.932129
	Iteration 83Q: 3 clusters Score -1.850709e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -18507148.000000 Penalty: 5887.932129
	Iteration 84Q: 3 clusters Score -1.850715e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -18507230.000000 Penalty: 5887.932129
	Iteration 85Q: 3 clusters Score -1.850723e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -18507232.000000 Penalty: 5887.932129
	Iteration 86Q: 3 clusters Score -1.850723e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -18507234.000000 Penalty: 5887.932129
	Iteration 87Q: 3 clusters Score -1.850723e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -18507252.000000 Penalty: 5887.932129
	Iteration 88Q: 3 clusters Score -1.850725e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130167 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -18507246.000000 Penalty: 5887.932129
	Iteration 89Q: 3 clusters Score -1.850725e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -18507284.000000 Penalty: 5887.932129
	Iteration 90Q: 3 clusters Score -1.850728e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -18507306.000000 Penalty: 5887.932129
	Iteration 91Q: 3 clusters Score -1.850731e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130711 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 5887.932129
	Iteration 92Q: 3 clusters Score -1.85073e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -18507306.000000 Penalty: 5887.932129
	Iteration 93Q: 3 clusters Score -1.850731e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -18507364.000000 Penalty: 5887.932129
	Iteration 94Q: 3 clusters Score -1.850736e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -18507378.000000 Penalty: 5887.932129
	Iteration 95Q: 3 clusters Score -1.850738e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -18507436.000000 Penalty: 5887.932129
	Iteration 96Q: 3 clusters Score -1.850744e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131779 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -18507464.000000 Penalty: 5887.932129
	Iteration 97Q: 3 clusters Score -1.850746e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -18507506.000000 Penalty: 5887.932129
	Iteration 98Q: 3 clusters Score -1.850751e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132296 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -18507536.000000 Penalty: 5887.932129
	Iteration 99Q: 3 clusters Score -1.850754e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132542 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -18507602.000000 Penalty: 5887.932129
	Iteration 100F: 3 clusters Score -1.85076e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132797 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -18507628.000000 Penalty: 5887.932129
	Iteration 101Q: 3 clusters Score -1.850763e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -18507670.000000 Penalty: 5887.932129
	Iteration 102Q: 3 clusters Score -1.850767e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133267 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -18507696.000000 Penalty: 5887.932129
	Iteration 103Q: 3 clusters Score -1.85077e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -18507740.000000 Penalty: 5887.932129
	Iteration 104Q: 3 clusters Score -1.850774e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133827 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -18507810.000000 Penalty: 5887.932129
	Iteration 105Q: 3 clusters Score -1.850781e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134099 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -18507842.000000 Penalty: 5887.932129
	Iteration 106Q: 3 clusters Score -1.850784e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -18507868.000000 Penalty: 5887.932129
	Iteration 107Q: 3 clusters Score -1.850787e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -18507910.000000 Penalty: 5887.932129
	Iteration 108Q: 3 clusters Score -1.850791e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -18507966.000000 Penalty: 5887.932129
	Iteration 109Q: 3 clusters Score -1.850797e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -18508014.000000 Penalty: 5887.932129
	Iteration 110Q: 3 clusters Score -1.850801e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135426 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -18508070.000000 Penalty: 5887.932129
	Iteration 111Q: 3 clusters Score -1.850807e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -18508120.000000 Penalty: 5887.932129
	Iteration 112Q: 3 clusters Score -1.850812e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -18508148.000000 Penalty: 5887.932129
	Iteration 113Q: 3 clusters Score -1.850815e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -18508198.000000 Penalty: 5887.932129
	Iteration 114Q: 3 clusters Score -1.85082e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -18508230.000000 Penalty: 5887.932129
	Iteration 115Q: 3 clusters Score -1.850823e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -18508328.000000 Penalty: 5887.932129
	Iteration 116Q: 3 clusters Score -1.850833e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -18508346.000000 Penalty: 5887.932129
	Iteration 117Q: 3 clusters Score -1.850835e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137256 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -18508370.000000 Penalty: 5887.932129
	Iteration 118Q: 3 clusters Score -1.850837e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137489 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -18508432.000000 Penalty: 5887.932129
	Iteration 119Q: 3 clusters Score -1.850843e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -18508494.000000 Penalty: 5887.932129
	Iteration 120F: 3 clusters Score -1.850849e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137943 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -18508464.000000 Penalty: 5887.932129
	Iteration 121Q: 3 clusters Score -1.850846e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -18508536.000000 Penalty: 5887.932129
	Iteration 122Q: 3 clusters Score -1.850854e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138389 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -18508566.000000 Penalty: 5887.932129
	Iteration 123Q: 3 clusters Score -1.850857e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -18508676.000000 Penalty: 5887.932129
	Iteration 124Q: 3 clusters Score -1.850868e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -18508718.000000 Penalty: 5887.932129
	Iteration 125Q: 3 clusters Score -1.850872e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138960 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -18508740.000000 Penalty: 5887.932129
	Iteration 126Q: 3 clusters Score -1.850874e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139129 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -18508804.000000 Penalty: 5887.932129
	Iteration 127Q: 3 clusters Score -1.85088e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -18508848.000000 Penalty: 5887.932129
	Iteration 128Q: 3 clusters Score -1.850885e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -18508860.000000 Penalty: 5887.932129
	Iteration 129Q: 3 clusters Score -1.850886e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -18508904.000000 Penalty: 5887.932129
	Iteration 130Q: 3 clusters Score -1.85089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139651 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -18508908.000000 Penalty: 5887.932129
	Iteration 131Q: 3 clusters Score -1.850891e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -18508904.000000 Penalty: 5887.932129
	Iteration 132Q: 3 clusters Score -1.85089e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139816 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -18508934.000000 Penalty: 5887.932129
	Iteration 133Q: 3 clusters Score -1.850893e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -18508968.000000 Penalty: 5887.932129
	Iteration 134Q: 3 clusters Score -1.850897e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18508992.000000 Penalty: 5887.932129
	Iteration 135Q: 3 clusters Score -1.850899e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18509044.000000 Penalty: 5887.932129
	Iteration 136Q: 3 clusters Score -1.850904e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140141 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -18509028.000000 Penalty: 5887.932129
	Iteration 137Q: 3 clusters Score -1.850903e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -18509048.000000 Penalty: 5887.932129
	Iteration 138Q: 3 clusters Score -1.850905e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -18509050.000000 Penalty: 5887.932129
	Iteration 139Q: 3 clusters Score -1.850905e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140353 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -18509076.000000 Penalty: 5887.932129
	Iteration 140F: 3 clusters Score -1.850908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140411 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -18509094.000000 Penalty: 5887.932129
	Iteration 141Q: 3 clusters Score -1.850909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -18509096.000000 Penalty: 5887.932129
	Iteration 142Q: 3 clusters Score -1.85091e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -18509098.000000 Penalty: 5887.932129
	Iteration 143Q: 3 clusters Score -1.85091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -18509100.000000 Penalty: 5887.932129
	Iteration 144Q: 3 clusters Score -1.85091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -18509110.000000 Penalty: 5887.932129
	Iteration 145Q: 3 clusters Score -1.850911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140598 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -18509140.000000 Penalty: 5887.932129
	Iteration 146Q: 3 clusters Score -1.850914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140619 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18509142.000000 Penalty: 5887.932129
	Iteration 147Q: 3 clusters Score -1.850914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140645 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18509148.000000 Penalty: 5887.932129
	Iteration 148Q: 3 clusters Score -1.850915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -18509138.000000 Penalty: 5887.932129
	Iteration 149Q: 3 clusters Score -1.850914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -18509156.000000 Penalty: 5887.932129
	Iteration 150Q: 3 clusters Score -1.850916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140701 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18509162.000000 Penalty: 5887.932129
	Iteration 151Q: 3 clusters Score -1.850916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -18509168.000000 Penalty: 5887.932129
	Iteration 152Q: 3 clusters Score -1.850917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18509168.000000 Penalty: 5887.932129
	Iteration 153Q: 3 clusters Score -1.850917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -18509208.000000 Penalty: 5887.932129
	Iteration 154Q: 3 clusters Score -1.850921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -18509206.000000 Penalty: 5887.932129
	Iteration 155Q: 3 clusters Score -1.850921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18509216.000000 Penalty: 5887.932129
	Iteration 156Q: 3 clusters Score -1.850922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -18509216.000000 Penalty: 5887.932129
	Iteration 157Q: 3 clusters Score -1.850922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140838 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18509208.000000 Penalty: 5887.932129
	Iteration 158Q: 3 clusters Score -1.850921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -18509222.000000 Penalty: 5887.932129
	Iteration 159Q: 3 clusters Score -1.850922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18509244.000000 Penalty: 5887.932129
	Iteration 160F: 3 clusters Score -1.850924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18509240.000000 Penalty: 5887.932129
	Iteration 161Q: 3 clusters Score -1.850924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140891 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -18509244.000000 Penalty: 5887.932129
	Iteration 162Q: 3 clusters Score -1.850924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -18509252.000000 Penalty: 5887.932129
	Iteration 163Q: 3 clusters Score -1.850925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -18509258.000000 Penalty: 5887.932129
	Iteration 164Q: 3 clusters Score -1.850926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18509260.000000 Penalty: 5887.932129
	Iteration 165Q: 3 clusters Score -1.850926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18509258.000000 Penalty: 5887.932129
	Iteration 166Q: 3 clusters Score -1.850926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140953 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -18509244.000000 Penalty: 5887.932129
	Iteration 167Q: 3 clusters Score -1.850924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18509258.000000 Penalty: 5887.932129
	Iteration 168Q: 3 clusters Score -1.850926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -18509286.000000 Penalty: 5887.932129
	Iteration 169Q: 3 clusters Score -1.850929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -18509276.000000 Penalty: 5887.932129
	Iteration 170Q: 3 clusters Score -1.850928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140998 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -18509284.000000 Penalty: 5887.932129
	Iteration 171Q: 3 clusters Score -1.850928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141002 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -18509282.000000 Penalty: 5887.932129
	Iteration 172Q: 3 clusters Score -1.850928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -18509276.000000 Penalty: 5887.932129
	Iteration 173Q: 3 clusters Score -1.850928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -18509278.000000 Penalty: 5887.932129
	Iteration 174Q: 3 clusters Score -1.850928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18509268.000000 Penalty: 5887.932129
	Iteration 175Q: 3 clusters Score -1.850927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -18509286.000000 Penalty: 5887.932129
	Iteration 176Q: 3 clusters Score -1.850929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141033 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 177Q: 3 clusters Score -1.850929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -18509278.000000 Penalty: 5887.932129
	Iteration 178Q: 3 clusters Score -1.850928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -18509288.000000 Penalty: 5887.932129
	Iteration 179Q: 3 clusters Score -1.850929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18509290.000000 Penalty: 5887.932129
	Iteration 180F: 3 clusters Score -1.850929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -18509298.000000 Penalty: 5887.932129
	Iteration 181Q: 3 clusters Score -1.85093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141071 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 182Q: 3 clusters Score -1.850929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 183Q: 3 clusters Score -1.850929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141082 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -18509310.000000 Penalty: 5887.932129
	Iteration 184Q: 3 clusters Score -1.850931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141083 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -18509298.000000 Penalty: 5887.932129
	Iteration 185Q: 3 clusters Score -1.85093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 186Q: 3 clusters Score -1.850929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141093 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18509304.000000 Penalty: 5887.932129
	Iteration 187Q: 3 clusters Score -1.85093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18509298.000000 Penalty: 5887.932129
	Iteration 188Q: 3 clusters Score -1.85093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 189Q: 3 clusters Score -1.850929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141103 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18509292.000000 Penalty: 5887.932129
	Iteration 190Q: 3 clusters Score -1.850929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141104 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -18509298.000000 Penalty: 5887.932129
	Iteration 191Q: 3 clusters Score -1.85093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141107 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18509294.000000 Penalty: 5887.932129
	Iteration 192Q: 3 clusters Score -1.850929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18509300.000000 Penalty: 5887.932129
	Iteration 193Q: 3 clusters Score -1.85093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 194Q: 3 clusters Score -1.850931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18509318.000000 Penalty: 5887.932129
	Iteration 195Q: 3 clusters Score -1.850932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18509304.000000 Penalty: 5887.932129
	Iteration 196Q: 3 clusters Score -1.85093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141127 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -18509300.000000 Penalty: 5887.932129
	Iteration 197Q: 3 clusters Score -1.85093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141135 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18509302.000000 Penalty: 5887.932129
	Iteration 198Q: 3 clusters Score -1.85093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18509302.000000 Penalty: 5887.932129
	Iteration 199Q: 3 clusters Score -1.85093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18509316.000000 Penalty: 5887.932129
	Iteration 200F: 3 clusters Score -1.850932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18509322.000000 Penalty: 5887.932129
	Iteration 201Q: 3 clusters Score -1.850932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -18509314.000000 Penalty: 5887.932129
	Iteration 202Q: 3 clusters Score -1.850931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18509316.000000 Penalty: 5887.932129
	Iteration 203Q: 3 clusters Score -1.850932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18509308.000000 Penalty: 5887.932129
	Iteration 204Q: 3 clusters Score -1.850931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 205Q: 3 clusters Score -1.850931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141167 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 206Q: 3 clusters Score -1.850931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -18509312.000000 Penalty: 5887.932129
	Iteration 207Q: 3 clusters Score -1.850931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18509312.000000 Penalty: 5887.932129
	Iteration 208Q: 3 clusters Score -1.850931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18509326.000000 Penalty: 5887.932129
	Iteration 209Q: 3 clusters Score -1.850933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18509316.000000 Penalty: 5887.932129
	Iteration 210Q: 3 clusters Score -1.850932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18509324.000000 Penalty: 5887.932129
	Iteration 211Q: 3 clusters Score -1.850932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 212Q: 3 clusters Score -1.850931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18509314.000000 Penalty: 5887.932129
	Iteration 213Q: 3 clusters Score -1.850931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 214Q: 3 clusters Score -1.850931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18509302.000000 Penalty: 5887.932129
	Iteration 215Q: 3 clusters Score -1.85093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141223 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18509306.000000 Penalty: 5887.932129
	Iteration 216Q: 3 clusters Score -1.850931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141225 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18509312.000000 Penalty: 5887.932129
	Iteration 217Q: 3 clusters Score -1.850931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18509310.000000 Penalty: 5887.932129
	Iteration 218Q: 3 clusters Score -1.850931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18509310.000000 Penalty: 5887.932129
	Iteration 219F: 3 clusters Score -1.850931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177392 members 
Mstep: Class 3 contains 201536 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70721 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144449 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543296.000000 Penalty: 82755.171875
Iteration 319Q: 25 clusters Score -1.385433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177391 members 
Mstep: Class 3 contains 201538 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167716 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144456 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65034 members 
Mstep: Class 24 contains 143026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543280.000000 Penalty: 82755.171875
Iteration 320F: 25 clusters Score -1.385433e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177394 members 
Mstep: Class 3 contains 201538 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167716 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84410 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144460 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 321Q: 25 clusters Score -1.385433e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177396 members 
Mstep: Class 3 contains 201539 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167716 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144463 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543312.000000 Penalty: 82755.171875
Iteration 322Q: 25 clusters Score -1.385433e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177396 members 
Mstep: Class 3 contains 201538 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 323Q: 25 clusters Score -1.385433e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177397 members 
Mstep: Class 3 contains 201542 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543360.000000 Penalty: 82755.171875
Iteration 324Q: 25 clusters Score -1.385434e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177398 members 
Mstep: Class 3 contains 201545 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144468 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 143000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 325Q: 25 clusters Score -1.385433e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177402 members 
Mstep: Class 3 contains 201544 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167717 members 
Mstep: Class 8 contains 70724 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144468 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543376.000000 Penalty: 82755.171875
Iteration 326Q: 25 clusters Score -1.385434e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177404 members 
Mstep: Class 3 contains 201544 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84409 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543360.000000 Penalty: 82755.171875
Iteration 327Q: 25 clusters Score -1.385434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177405 members 
Mstep: Class 3 contains 201546 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543360.000000 Penalty: 82755.171875
Iteration 328Q: 25 clusters Score -1.385434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177409 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144465 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 329Q: 25 clusters Score -1.385433e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144465 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543328.000000 Penalty: 82755.171875
Iteration 330Q: 25 clusters Score -1.385433e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144466 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 331Q: 25 clusters Score -1.385433e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 332Q: 25 clusters Score -1.385433e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138543344.000000 Penalty: 82755.171875
Iteration 333F: 25 clusters Score -1.385433e+08 nChanged 0
Entering ConstructFrom: 
Score: -138543344.000000 Penalty: 82755.171875
Entering ConstructFrom: 
Trying to split cluster 1 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -60155.183594 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -60155.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58653.863281 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -58653.86 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58816.148438 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -58816.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58863.382812 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -58863.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58889.882812 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -58889.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58897.761719 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -58897.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58903.269531 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -58903.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58904.773438 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -58904.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58904.773438 Penalty: 3109.471680
	Iteration 7F: 3 clusters Score -58904.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Entering Unmasked Estep 
Score: -22947900.000000 Penalty: 2997.382324
	Iteration 0F: 2 clusters Score -2.29479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -22830562.000000 Penalty: 5994.764648
	Iteration 0F: 3 clusters Score -2.283056e+07 nChanged 85058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -22879926.000000 Penalty: 5994.764648
	Iteration 1F: 3 clusters Score -2.287993e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -22881606.000000 Penalty: 5994.764648
	Iteration 2Q: 3 clusters Score -2.288161e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -22884840.000000 Penalty: 5994.764648
	Iteration 3Q: 3 clusters Score -2.288484e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -22890480.000000 Penalty: 5994.764648
	Iteration 4F: 3 clusters Score -2.289048e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 127913 members 
Entering Unmasked Estep 
Score: -22900708.000000 Penalty: 5994.764648
	Iteration 5F: 3 clusters Score -2.290071e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -22914782.000000 Penalty: 5994.764648
	Iteration 6F: 3 clusters Score -2.291478e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -22928692.000000 Penalty: 5994.764648
	Iteration 7F: 3 clusters Score -2.292869e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 163641 members 
Entering Unmasked Estep 
Score: -22938210.000000 Penalty: 5994.764648
	Iteration 8Q: 3 clusters Score -2.293821e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -22942406.000000 Penalty: 5994.764648
	Iteration 9Q: 3 clusters Score -2.294241e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22943780.000000 Penalty: 5994.764648
	Iteration 10Q: 3 clusters Score -2.294378e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 167331 members 
Entering Unmasked Estep 
Score: -22944318.000000 Penalty: 5994.764648
	Iteration 11Q: 3 clusters Score -2.294432e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 167814 members 
Entering Unmasked Estep 
Score: -22944554.000000 Penalty: 5994.764648
	Iteration 12Q: 3 clusters Score -2.294455e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -22944828.000000 Penalty: 5994.764648
	Iteration 13Q: 3 clusters Score -2.294483e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -22945078.000000 Penalty: 5994.764648
	Iteration 14Q: 3 clusters Score -2.294508e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -22945204.000000 Penalty: 5994.764648
	Iteration 15Q: 3 clusters Score -2.29452e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -22945286.000000 Penalty: 5994.764648
	Iteration 16Q: 3 clusters Score -2.294529e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 170141 members 
Entering Unmasked Estep 
Score: -22945430.000000 Penalty: 5994.764648
	Iteration 17Q: 3 clusters Score -2.294543e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 170518 members 
Entering Unmasked Estep 
Score: -22945456.000000 Penalty: 5994.764648
	Iteration 18Q: 3 clusters Score -2.294546e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 170872 members 
Entering Unmasked Estep 
Score: -22945488.000000 Penalty: 5994.764648
	Iteration 19Q: 3 clusters Score -2.294549e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -22945496.000000 Penalty: 5994.764648
	Iteration 20F: 3 clusters Score -2.29455e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -22945530.000000 Penalty: 5994.764648
	Iteration 21Q: 3 clusters Score -2.294553e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 171742 members 
Entering Unmasked Estep 
Score: -22945556.000000 Penalty: 5994.764648
	Iteration 22Q: 3 clusters Score -2.294556e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 171997 members 
Entering Unmasked Estep 
Score: -22945552.000000 Penalty: 5994.764648
	Iteration 23Q: 3 clusters Score -2.294555e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -22945590.000000 Penalty: 5994.764648
	Iteration 24Q: 3 clusters Score -2.294559e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -22945638.000000 Penalty: 5994.764648
	Iteration 25Q: 3 clusters Score -2.294564e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -22945682.000000 Penalty: 5994.764648
	Iteration 26Q: 3 clusters Score -2.294568e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 172870 members 
Entering Unmasked Estep 
Score: -22945720.000000 Penalty: 5994.764648
	Iteration 27Q: 3 clusters Score -2.294572e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -22945744.000000 Penalty: 5994.764648
	Iteration 28Q: 3 clusters Score -2.294574e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -22945720.000000 Penalty: 5994.764648
	Iteration 29Q: 3 clusters Score -2.294572e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -22945726.000000 Penalty: 5994.764648
	Iteration 30Q: 3 clusters Score -2.294573e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 173393 members 
Entering Unmasked Estep 
Score: -22945712.000000 Penalty: 5994.764648
	Iteration 31Q: 3 clusters Score -2.294571e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 173497 members 
Entering Unmasked Estep 
Score: -22945710.000000 Penalty: 5994.764648
	Iteration 32Q: 3 clusters Score -2.294571e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -22945746.000000 Penalty: 5994.764648
	Iteration 33Q: 3 clusters Score -2.294575e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -22945778.000000 Penalty: 5994.764648
	Iteration 34Q: 3 clusters Score -2.294578e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -22945774.000000 Penalty: 5994.764648
	Iteration 35Q: 3 clusters Score -2.294577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 173907 members 
Entering Unmasked Estep 
Score: -22945790.000000 Penalty: 5994.764648
	Iteration 36Q: 3 clusters Score -2.294579e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -22945774.000000 Penalty: 5994.764648
	Iteration 37Q: 3 clusters Score -2.294577e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -22945760.000000 Penalty: 5994.764648
	Iteration 38Q: 3 clusters Score -2.294576e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -22945742.000000 Penalty: 5994.764648
	Iteration 39Q: 3 clusters Score -2.294574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -22945770.000000 Penalty: 5994.764648
	Iteration 40F: 3 clusters Score -2.294577e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -22945754.000000 Penalty: 5994.764648
	Iteration 41Q: 3 clusters Score -2.294575e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -22945784.000000 Penalty: 5994.764648
	Iteration 42Q: 3 clusters Score -2.294578e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -22945768.000000 Penalty: 5994.764648
	Iteration 43Q: 3 clusters Score -2.294577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 174512 members 
Entering Unmasked Estep 
Score: -22945764.000000 Penalty: 5994.764648
	Iteration 44Q: 3 clusters Score -2.294576e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -22945784.000000 Penalty: 5994.764648
	Iteration 45Q: 3 clusters Score -2.294578e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -22945818.000000 Penalty: 5994.764648
	Iteration 46Q: 3 clusters Score -2.294582e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -22945784.000000 Penalty: 5994.764648
	Iteration 47Q: 3 clusters Score -2.294578e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -22945818.000000 Penalty: 5994.764648
	Iteration 48Q: 3 clusters Score -2.294582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 174796 members 
Entering Unmasked Estep 
Score: -22945836.000000 Penalty: 5994.764648
	Iteration 49Q: 3 clusters Score -2.294584e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -22945808.000000 Penalty: 5994.764648
	Iteration 50Q: 3 clusters Score -2.294581e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -22945836.000000 Penalty: 5994.764648
	Iteration 51Q: 3 clusters Score -2.294584e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -22945852.000000 Penalty: 5994.764648
	Iteration 52Q: 3 clusters Score -2.294585e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -22945836.000000 Penalty: 5994.764648
	Iteration 53Q: 3 clusters Score -2.294584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 175015 members 
Entering Unmasked Estep 
Score: -22945852.000000 Penalty: 5994.764648
	Iteration 54Q: 3 clusters Score -2.294585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 175043 members 
Entering Unmasked Estep 
Score: -22945824.000000 Penalty: 5994.764648
	Iteration 55Q: 3 clusters Score -2.294582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 175074 members 
Entering Unmasked Estep 
Score: -22945850.000000 Penalty: 5994.764648
	Iteration 56Q: 3 clusters Score -2.294585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 5994.764648
	Iteration 57Q: 3 clusters Score -2.294584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -22945842.000000 Penalty: 5994.764648
	Iteration 58Q: 3 clusters Score -2.294584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -22945830.000000 Penalty: 5994.764648
	Iteration 59Q: 3 clusters Score -2.294583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -22945848.000000 Penalty: 5994.764648
	Iteration 60F: 3 clusters Score -2.294585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -22945826.000000 Penalty: 5994.764648
	Iteration 61Q: 3 clusters Score -2.294583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 175189 members 
Entering Unmasked Estep 
Score: -22945834.000000 Penalty: 5994.764648
	Iteration 62Q: 3 clusters Score -2.294583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -22945832.000000 Penalty: 5994.764648
	Iteration 63Q: 3 clusters Score -2.294583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 175205 members 
Entering Unmasked Estep 
Score: -22945826.000000 Penalty: 5994.764648
	Iteration 64Q: 3 clusters Score -2.294583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -22945840.000000 Penalty: 5994.764648
	Iteration 65Q: 3 clusters Score -2.294584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -22945824.000000 Penalty: 5994.764648
	Iteration 66Q: 3 clusters Score -2.294582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -22945816.000000 Penalty: 5994.764648
	Iteration 67Q: 3 clusters Score -2.294582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -22945846.000000 Penalty: 5994.764648
	Iteration 68Q: 3 clusters Score -2.294585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -22945840.000000 Penalty: 5994.764648
	Iteration 69Q: 3 clusters Score -2.294584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -22945852.000000 Penalty: 5994.764648
	Iteration 70Q: 3 clusters Score -2.294585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 175307 members 
Entering Unmasked Estep 
Score: -22945836.000000 Penalty: 5994.764648
	Iteration 71Q: 3 clusters Score -2.294584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -22945852.000000 Penalty: 5994.764648
	Iteration 72Q: 3 clusters Score -2.294585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 5994.764648
	Iteration 73Q: 3 clusters Score -2.294584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 175351 members 
Entering Unmasked Estep 
Score: -22945840.000000 Penalty: 5994.764648
	Iteration 74Q: 3 clusters Score -2.294584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -22945840.000000 Penalty: 5994.764648
	Iteration 75Q: 3 clusters Score -2.294584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 175382 members 
Entering Unmasked Estep 
Score: -22945842.000000 Penalty: 5994.764648
	Iteration 76Q: 3 clusters Score -2.294584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -22945832.000000 Penalty: 5994.764648
	Iteration 77Q: 3 clusters Score -2.294583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 5994.764648
	Iteration 78Q: 3 clusters Score -2.294584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -22945850.000000 Penalty: 5994.764648
	Iteration 79Q: 3 clusters Score -2.294585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -22945862.000000 Penalty: 5994.764648
	Iteration 80F: 3 clusters Score -2.294586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -22945840.000000 Penalty: 5994.764648
	Iteration 81Q: 3 clusters Score -2.294584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -22945848.000000 Penalty: 5994.764648
	Iteration 82Q: 3 clusters Score -2.294585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -22945838.000000 Penalty: 5994.764648
	Iteration 83Q: 3 clusters Score -2.294584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -22945846.000000 Penalty: 5994.764648
	Iteration 84Q: 3 clusters Score -2.294585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 5994.764648
	Iteration 85Q: 3 clusters Score -2.294584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 175479 members 
Entering Unmasked Estep 
Score: -22945850.000000 Penalty: 5994.764648
	Iteration 86Q: 3 clusters Score -2.294585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -22945850.000000 Penalty: 5994.764648
	Iteration 87Q: 3 clusters Score -2.294585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -22945872.000000 Penalty: 5994.764648
	Iteration 88Q: 3 clusters Score -2.294587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -22945884.000000 Penalty: 5994.764648
	Iteration 89Q: 3 clusters Score -2.294588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -22945880.000000 Penalty: 5994.764648
	Iteration 90Q: 3 clusters Score -2.294588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -22945876.000000 Penalty: 5994.764648
	Iteration 91Q: 3 clusters Score -2.294588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -22945880.000000 Penalty: 5994.764648
	Iteration 92Q: 3 clusters Score -2.294588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 175515 members 
Entering Unmasked Estep 
Score: -22945886.000000 Penalty: 5994.764648
	Iteration 93Q: 3 clusters Score -2.294589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -22945878.000000 Penalty: 5994.764648
	Iteration 94Q: 3 clusters Score -2.294588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -22945856.000000 Penalty: 5994.764648
	Iteration 95Q: 3 clusters Score -2.294586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 5994.764648
	Iteration 96Q: 3 clusters Score -2.294584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -22945870.000000 Penalty: 5994.764648
	Iteration 97Q: 3 clusters Score -2.294587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -22945862.000000 Penalty: 5994.764648
	Iteration 98Q: 3 clusters Score -2.294586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -22945868.000000 Penalty: 5994.764648
	Iteration 99Q: 3 clusters Score -2.294587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -22945876.000000 Penalty: 5994.764648
	Iteration 100F: 3 clusters Score -2.294588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -22945888.000000 Penalty: 5994.764648
	Iteration 101Q: 3 clusters Score -2.294589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -22945884.000000 Penalty: 5994.764648
	Iteration 102Q: 3 clusters Score -2.294588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 175589 members 
Entering Unmasked Estep 
Score: -22945888.000000 Penalty: 5994.764648
	Iteration 103Q: 3 clusters Score -2.294589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -22945886.000000 Penalty: 5994.764648
	Iteration 104Q: 3 clusters Score -2.294589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -22945900.000000 Penalty: 5994.764648
	Iteration 105Q: 3 clusters Score -2.29459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -22945890.000000 Penalty: 5994.764648
	Iteration 106Q: 3 clusters Score -2.294589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -22945880.000000 Penalty: 5994.764648
	Iteration 107Q: 3 clusters Score -2.294588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -22945880.000000 Penalty: 5994.764648
	Iteration 108F: 3 clusters Score -2.294588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201543 members 
Entering Unmasked Estep 
Score: -26110598.000000 Penalty: 3029.012207
	Iteration 0F: 2 clusters Score -2.61106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -25978478.000000 Penalty: 6058.024414
	Iteration 0F: 3 clusters Score -2.597848e+07 nChanged 97008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -26036416.000000 Penalty: 6058.024414
	Iteration 1F: 3 clusters Score -2.603642e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -26037674.000000 Penalty: 6058.024414
	Iteration 2Q: 3 clusters Score -2.603767e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -26039376.000000 Penalty: 6058.024414
	Iteration 3Q: 3 clusters Score -2.603938e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -26042282.000000 Penalty: 6058.024414
	Iteration 4Q: 3 clusters Score -2.604228e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -26047030.000000 Penalty: 6058.024414
	Iteration 5Q: 3 clusters Score -2.604703e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -26054708.000000 Penalty: 6058.024414
	Iteration 6F: 3 clusters Score -2.605471e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -26065168.000000 Penalty: 6058.024414
	Iteration 7F: 3 clusters Score -2.606517e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -26076548.000000 Penalty: 6058.024414
	Iteration 8F: 3 clusters Score -2.607655e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -26084882.000000 Penalty: 6058.024414
	Iteration 9F: 3 clusters Score -2.608488e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -26089430.000000 Penalty: 6058.024414
	Iteration 10Q: 3 clusters Score -2.608943e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -26091732.000000 Penalty: 6058.024414
	Iteration 11Q: 3 clusters Score -2.609173e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -26093668.000000 Penalty: 6058.024414
	Iteration 12Q: 3 clusters Score -2.609367e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -26095516.000000 Penalty: 6058.024414
	Iteration 13Q: 3 clusters Score -2.609552e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -26097074.000000 Penalty: 6058.024414
	Iteration 14Q: 3 clusters Score -2.609707e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -26098570.000000 Penalty: 6058.024414
	Iteration 15Q: 3 clusters Score -2.609857e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -26100350.000000 Penalty: 6058.024414
	Iteration 16Q: 3 clusters Score -2.610035e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 180332 members 
Entering Unmasked Estep 
Score: -26101878.000000 Penalty: 6058.024414
	Iteration 17Q: 3 clusters Score -2.610188e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 183063 members 
Entering Unmasked Estep 
Score: -26103328.000000 Penalty: 6058.024414
	Iteration 18Q: 3 clusters Score -2.610333e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 185542 members 
Entering Unmasked Estep 
Score: -26104634.000000 Penalty: 6058.024414
	Iteration 19Q: 3 clusters Score -2.610463e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -26105808.000000 Penalty: 6058.024414
	Iteration 20F: 3 clusters Score -2.610581e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -26106912.000000 Penalty: 6058.024414
	Iteration 21Q: 3 clusters Score -2.610691e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 191467 members 
Entering Unmasked Estep 
Score: -26107818.000000 Penalty: 6058.024414
	Iteration 22Q: 3 clusters Score -2.610782e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 192792 members 
Entering Unmasked Estep 
Score: -26108354.000000 Penalty: 6058.024414
	Iteration 23Q: 3 clusters Score -2.610835e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 193839 members 
Entering Unmasked Estep 
Score: -26108852.000000 Penalty: 6058.024414
	Iteration 24Q: 3 clusters Score -2.610885e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 194652 members 
Entering Unmasked Estep 
Score: -26109202.000000 Penalty: 6058.024414
	Iteration 25Q: 3 clusters Score -2.61092e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 195261 members 
Entering Unmasked Estep 
Score: -26109438.000000 Penalty: 6058.024414
	Iteration 26Q: 3 clusters Score -2.610944e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -26109588.000000 Penalty: 6058.024414
	Iteration 27Q: 3 clusters Score -2.610959e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 196046 members 
Entering Unmasked Estep 
Score: -26109700.000000 Penalty: 6058.024414
	Iteration 28Q: 3 clusters Score -2.61097e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 196311 members 
Entering Unmasked Estep 
Score: -26109748.000000 Penalty: 6058.024414
	Iteration 29Q: 3 clusters Score -2.610975e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 196524 members 
Entering Unmasked Estep 
Score: -26109772.000000 Penalty: 6058.024414
	Iteration 30Q: 3 clusters Score -2.610977e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 196715 members 
Entering Unmasked Estep 
Score: -26109806.000000 Penalty: 6058.024414
	Iteration 31Q: 3 clusters Score -2.610981e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 196873 members 
Entering Unmasked Estep 
Score: -26109872.000000 Penalty: 6058.024414
	Iteration 32Q: 3 clusters Score -2.610987e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 197004 members 
Entering Unmasked Estep 
Score: -26109874.000000 Penalty: 6058.024414
	Iteration 33Q: 3 clusters Score -2.610987e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 197127 members 
Entering Unmasked Estep 
Score: -26109866.000000 Penalty: 6058.024414
	Iteration 34Q: 3 clusters Score -2.610987e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 197219 members 
Entering Unmasked Estep 
Score: -26109854.000000 Penalty: 6058.024414
	Iteration 35Q: 3 clusters Score -2.610985e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -26109874.000000 Penalty: 6058.024414
	Iteration 36Q: 3 clusters Score -2.610987e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 197357 members 
Entering Unmasked Estep 
Score: -26109922.000000 Penalty: 6058.024414
	Iteration 37Q: 3 clusters Score -2.610992e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 197411 members 
Entering Unmasked Estep 
Score: -26109926.000000 Penalty: 6058.024414
	Iteration 38Q: 3 clusters Score -2.610993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 197462 members 
Entering Unmasked Estep 
Score: -26109934.000000 Penalty: 6058.024414
	Iteration 39Q: 3 clusters Score -2.610993e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 197500 members 
Entering Unmasked Estep 
Score: -26109946.000000 Penalty: 6058.024414
	Iteration 40F: 3 clusters Score -2.610995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 197519 members 
Entering Unmasked Estep 
Score: -26109976.000000 Penalty: 6058.024414
	Iteration 41Q: 3 clusters Score -2.610998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 197537 members 
Entering Unmasked Estep 
Score: -26110002.000000 Penalty: 6058.024414
	Iteration 42Q: 3 clusters Score -2.611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 197558 members 
Entering Unmasked Estep 
Score: -26109984.000000 Penalty: 6058.024414
	Iteration 43Q: 3 clusters Score -2.610998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 197579 members 
Entering Unmasked Estep 
Score: -26109984.000000 Penalty: 6058.024414
	Iteration 44Q: 3 clusters Score -2.610998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 197595 members 
Entering Unmasked Estep 
Score: -26109948.000000 Penalty: 6058.024414
	Iteration 45Q: 3 clusters Score -2.610995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 197604 members 
Entering Unmasked Estep 
Score: -26109956.000000 Penalty: 6058.024414
	Iteration 46Q: 3 clusters Score -2.610996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 197611 members 
Entering Unmasked Estep 
Score: -26109970.000000 Penalty: 6058.024414
	Iteration 47Q: 3 clusters Score -2.610997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 197617 members 
Entering Unmasked Estep 
Score: -26109976.000000 Penalty: 6058.024414
	Iteration 48Q: 3 clusters Score -2.610998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 197623 members 
Entering Unmasked Estep 
Score: -26109976.000000 Penalty: 6058.024414
	Iteration 49Q: 3 clusters Score -2.610998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 197627 members 
Entering Unmasked Estep 
Score: -26109964.000000 Penalty: 6058.024414
	Iteration 50Q: 3 clusters Score -2.610996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 197629 members 
Entering Unmasked Estep 
Score: -26109972.000000 Penalty: 6058.024414
	Iteration 51Q: 3 clusters Score -2.610997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 197636 members 
Entering Unmasked Estep 
Score: -26109962.000000 Penalty: 6058.024414
	Iteration 52Q: 3 clusters Score -2.610996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 197645 members 
Entering Unmasked Estep 
Score: -26109986.000000 Penalty: 6058.024414
	Iteration 53Q: 3 clusters Score -2.610999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 197654 members 
Entering Unmasked Estep 
Score: -26109964.000000 Penalty: 6058.024414
	Iteration 54Q: 3 clusters Score -2.610996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 197661 members 
Entering Unmasked Estep 
Score: -26109944.000000 Penalty: 6058.024414
	Iteration 55Q: 3 clusters Score -2.610994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 197669 members 
Entering Unmasked Estep 
Score: -26109942.000000 Penalty: 6058.024414
	Iteration 56Q: 3 clusters Score -2.610994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 197673 members 
Entering Unmasked Estep 
Score: -26109940.000000 Penalty: 6058.024414
	Iteration 57Q: 3 clusters Score -2.610994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 197674 members 
Entering Unmasked Estep 
Score: -26109938.000000 Penalty: 6058.024414
	Iteration 58Q: 3 clusters Score -2.610994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 197673 members 
Entering Unmasked Estep 
Score: -26109936.000000 Penalty: 6058.024414
	Iteration 59Q: 3 clusters Score -2.610994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 197673 members 
Entering Unmasked Estep 
Score: -26109936.000000 Penalty: 6058.024414
	Iteration 60F: 3 clusters Score -2.610994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -40195.328125 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -40195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38876.585938 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -38876.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39029.085938 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -39029.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39104.187500 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -39104.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39145.386719 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -39145.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39277.933594 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -39277.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39315.207031 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -39315.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39329.738281 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -39329.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39337.968750 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -39337.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39347.523438 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -39347.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39375.527344 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -39375.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39433.324219 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -39433.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39498.113281 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -39498.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39582.511719 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -39582.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -39693.140625 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -39693.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39792.417969 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -39792.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -40002.917969 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -40002.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40195.351562 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -40195.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -40271.242188 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -40271.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -40311.835938 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -40311.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40338.757812 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -40338.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40359.675781 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -40359.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -40398.015625 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -40398.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -40401.863281 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -40401.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -40401.863281 Penalty: 2911.171387
	Iteration 23F: 3 clusters Score -40401.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142993 members 
Mstep: Class 25 contains 65 members 
Entering Unmasked Estep 
Score: -138541632.000000 Penalty: 86203.304688
Splitting cluster 4 changes total score from -138543344.000000 to -138541632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69891.640625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69891.64 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 301 members 
Entering Unmasked Estep 
Score: -68361.437500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68361.44 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68700.382812 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68700.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68823.734375 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68823.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68901.484375 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -68901.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68963.765625 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -68963.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69022.507812 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69022.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69107.203125 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69107.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69205.851562 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69205.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69319.796875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69319.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69438.031250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69438.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69651.421875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -69651.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69959.460938 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -69959.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70206.656250 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -70206.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70307.015625 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -70307.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70337.570312 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -70337.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70370.101562 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -70370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70389.898438 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -70389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70399.429688 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -70399.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70401.554688 Penalty: 3192.330566
	Iteration 18F: 3 clusters Score -70401.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70407.132812 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -70407.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70412.093750 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -70412.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 201543 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 167718 members 
Mstep: Class 8 contains 70725 members 
Mstep: Class 9 contains 84408 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 144467 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 65035 members 
Mstep: Class 24 contains 142993 members 
Mstep: Class 25 contains 199 members 
Entering Unmasked Estep 
Score: -138542080.000000 Penalty: 86203.304688
Splitting cluster 5 changes total score from -138543344.000000 to -138542080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -1101254.125000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -1101254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1094347.375000 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -1094347 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1096318.750000 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -1096319 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1096662.625000 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -1096663 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1096910.375000 Penalty: 4500.905273
	Iteration 3F: 3 clusters Score -1096910 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1097121.000000 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -1097121 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1097303.750000 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -1097304 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1097475.375000 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -1097475 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1097611.125000 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -1097611 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1097753.000000 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -1097753 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1097873.500000 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -1097874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1097985.625000 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -1097986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1098107.125000 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -1098107 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1098233.625000 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -1098234 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1098355.250000 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -1098355 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1098480.750000 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -1098481 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1098602.125000 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -1098602 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1098740.125000 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -1098740 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1098862.750000 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -1098863 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1098974.000000 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -1098974 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1099073.000000 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -1099073 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1099151.250000 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -1099151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1099217.000000 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -1099217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1099273.750000 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -1099274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1099338.375000 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -1099338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1099409.875000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -1099410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1099461.500000 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -1099462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1099522.000000 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -1099522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1099574.375000 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -1099574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1099648.375000 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -1099648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1099724.750000 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -1099725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1099846.125000 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -1099846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1099979.875000 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -1099980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1100073.000000 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -1100073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1100131.250000 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -1100131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1100165.625000 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -1100166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1100184.750000 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -1100185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1100193.875000 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -1100194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1100199.750000 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -1100200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1100202.625000 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -1100203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1100205.000000 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -1100205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1100207.875000 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -1100208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1100214.375000 Penalty: 4500.905273
	Iteration 41Q: 3 clusters Score -1100214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1100222.250000 Penalty: 4500.905273
	Iteration 42Q: 3 clusters Score -1100222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1100229.375000 Penalty: 4500.905273
	Iteration 43Q: 3 clusters Score -1100229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1100235.750000 Penalty: 4500.905273
	Iteration 44Q: 3 clusters Score -1100236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1100238.375000 Penalty: 4500.905273
	Iteration 45Q: 3 clusters Score -1100238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1100242.125000 Penalty: 4500.905273
	Iteration 46Q: 3 clusters Score -1100242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1100242.750000 Penalty: 4500.905273
	Iteration 47Q: 3 clusters Score -1100243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1100242.125000 Penalty: 4500.905273
	Iteration 48Q: 3 clusters Score -1100242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1100242.125000 Penalty: 4500.905273
	Iteration 49F: 3 clusters Score -1100242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167718 members 
Entering Unmasked Estep 
Score: -21721612.000000 Penalty: 2983.449707
	Iteration 0F: 2 clusters Score -2.172161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -21612180.000000 Penalty: 5966.899414
	Iteration 0F: 3 clusters Score -2.161218e+07 nChanged 80454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -21659678.000000 Penalty: 5966.899414
	Iteration 1F: 3 clusters Score -2.165968e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -21661212.000000 Penalty: 5966.899414
	Iteration 2Q: 3 clusters Score -2.166121e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -21663920.000000 Penalty: 5966.899414
	Iteration 3Q: 3 clusters Score -2.166392e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -21668604.000000 Penalty: 5966.899414
	Iteration 4F: 3 clusters Score -2.16686e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -21676744.000000 Penalty: 5966.899414
	Iteration 5F: 3 clusters Score -2.167674e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -21688248.000000 Penalty: 5966.899414
	Iteration 6F: 3 clusters Score -2.168825e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147016 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -21701372.000000 Penalty: 5966.899414
	Iteration 7F: 3 clusters Score -2.170137e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157717 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -21710806.000000 Penalty: 5966.899414
	Iteration 8F: 3 clusters Score -2.171081e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -21715890.000000 Penalty: 5966.899414
	Iteration 9Q: 3 clusters Score -2.171589e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21717956.000000 Penalty: 5966.899414
	Iteration 10Q: 3 clusters Score -2.171796e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21718544.000000 Penalty: 5966.899414
	Iteration 11Q: 3 clusters Score -2.171854e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21718834.000000 Penalty: 5966.899414
	Iteration 12Q: 3 clusters Score -2.171883e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21719000.000000 Penalty: 5966.899414
	Iteration 13Q: 3 clusters Score -2.1719e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21719098.000000 Penalty: 5966.899414
	Iteration 14Q: 3 clusters Score -2.17191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21719134.000000 Penalty: 5966.899414
	Iteration 15Q: 3 clusters Score -2.171913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21719166.000000 Penalty: 5966.899414
	Iteration 16Q: 3 clusters Score -2.171917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21719218.000000 Penalty: 5966.899414
	Iteration 17Q: 3 clusters Score -2.171922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21719224.000000 Penalty: 5966.899414
	Iteration 18Q: 3 clusters Score -2.171922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21719272.000000 Penalty: 5966.899414
	Iteration 19Q: 3 clusters Score -2.171927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21719278.000000 Penalty: 5966.899414
	Iteration 20F: 3 clusters Score -2.171928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21719300.000000 Penalty: 5966.899414
	Iteration 21Q: 3 clusters Score -2.17193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21719322.000000 Penalty: 5966.899414
	Iteration 22Q: 3 clusters Score -2.171932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21719350.000000 Penalty: 5966.899414
	Iteration 23Q: 3 clusters Score -2.171935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21719370.000000 Penalty: 5966.899414
	Iteration 24Q: 3 clusters Score -2.171937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167032 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21719400.000000 Penalty: 5966.899414
	Iteration 25Q: 3 clusters Score -2.17194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21719428.000000 Penalty: 5966.899414
	Iteration 26Q: 3 clusters Score -2.171943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21719440.000000 Penalty: 5966.899414
	Iteration 27Q: 3 clusters Score -2.171944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21719444.000000 Penalty: 5966.899414
	Iteration 28Q: 3 clusters Score -2.171944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21719472.000000 Penalty: 5966.899414
	Iteration 29Q: 3 clusters Score -2.171947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21719476.000000 Penalty: 5966.899414
	Iteration 30Q: 3 clusters Score -2.171948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167021 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21719486.000000 Penalty: 5966.899414
	Iteration 31Q: 3 clusters Score -2.171949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167017 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21719508.000000 Penalty: 5966.899414
	Iteration 32Q: 3 clusters Score -2.171951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21719514.000000 Penalty: 5966.899414
	Iteration 33Q: 3 clusters Score -2.171951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21719512.000000 Penalty: 5966.899414
	Iteration 34Q: 3 clusters Score -2.171951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166999 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21719526.000000 Penalty: 5966.899414
	Iteration 35Q: 3 clusters Score -2.171953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -21719544.000000 Penalty: 5966.899414
	Iteration 36Q: 3 clusters Score -2.171954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21719560.000000 Penalty: 5966.899414
	Iteration 37Q: 3 clusters Score -2.171956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21719548.000000 Penalty: 5966.899414
	Iteration 38Q: 3 clusters Score -2.171955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21719544.000000 Penalty: 5966.899414
	Iteration 39Q: 3 clusters Score -2.171954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21719550.000000 Penalty: 5966.899414
	Iteration 40F: 3 clusters Score -2.171955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21719552.000000 Penalty: 5966.899414
	Iteration 41Q: 3 clusters Score -2.171955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21719548.000000 Penalty: 5966.899414
	Iteration 42Q: 3 clusters Score -2.171955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21719572.000000 Penalty: 5966.899414
	Iteration 43Q: 3 clusters Score -2.171957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21719576.000000 Penalty: 5966.899414
	Iteration 44Q: 3 clusters Score -2.171958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21719566.000000 Penalty: 5966.899414
	Iteration 45Q: 3 clusters Score -2.171957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21719580.000000 Penalty: 5966.899414
	Iteration 46Q: 3 clusters Score -2.171958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21719588.000000 Penalty: 5966.899414
	Iteration 47Q: 3 clusters Score -2.171959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166954 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21719598.000000 Penalty: 5966.899414
	Iteration 48Q: 3 clusters Score -2.17196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166949 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21719614.000000 Penalty: 5966.899414
	Iteration 49Q: 3 clusters Score -2.171961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21719608.000000 Penalty: 5966.899414
	Iteration 50Q: 3 clusters Score -2.171961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166949 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21719604.000000 Penalty: 5966.899414
	Iteration 51Q: 3 clusters Score -2.17196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21719602.000000 Penalty: 5966.899414
	Iteration 52Q: 3 clusters Score -2.17196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21719602.000000 Penalty: 5966.899414
	Iteration 53F: 3 clusters Score -2.17196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Entering Unmasked Estep 
Score: -8917382.000000 Penalty: 2769.305420
	Iteration 0F: 2 clusters Score -8917382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8870106.000000 Penalty: 5538.610840
	Iteration 0F: 3 clusters Score -8870106 nChanged 33101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8888433.000000 Penalty: 5538.610840
	Iteration 1F: 3 clusters Score -8888433 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -8888910.000000 Penalty: 5538.610840
	Iteration 2Q: 3 clusters Score -8888910 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8889250.000000 Penalty: 5538.610840
	Iteration 3Q: 3 clusters Score -8889250 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -8889609.000000 Penalty: 5538.610840
	Iteration 4Q: 3 clusters Score -8889609 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8889939.000000 Penalty: 5538.610840
	Iteration 5Q: 3 clusters Score -8889939 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8890368.000000 Penalty: 5538.610840
	Iteration 6Q: 3 clusters Score -8890368 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -8890972.000000 Penalty: 5538.610840
	Iteration 7Q: 3 clusters Score -8890972 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -8891906.000000 Penalty: 5538.610840
	Iteration 8Q: 3 clusters Score -8891906 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -8893564.000000 Penalty: 5538.610840
	Iteration 9Q: 3 clusters Score -8893564 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -8896304.000000 Penalty: 5538.610840
	Iteration 10F: 3 clusters Score -8896304 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -8900541.000000 Penalty: 5538.610840
	Iteration 11F: 3 clusters Score -8900541 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -8905752.000000 Penalty: 5538.610840
	Iteration 12F: 3 clusters Score -8905752 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8910356.000000 Penalty: 5538.610840
	Iteration 13F: 3 clusters Score -8910356 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8913025.000000 Penalty: 5538.610840
	Iteration 14Q: 3 clusters Score -8913025 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8914267.000000 Penalty: 5538.610840
	Iteration 15Q: 3 clusters Score -8914267 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8914676.000000 Penalty: 5538.610840
	Iteration 16Q: 3 clusters Score -8914676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8914812.000000 Penalty: 5538.610840
	Iteration 17Q: 3 clusters Score -8914812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8914866.000000 Penalty: 5538.610840
	Iteration 18Q: 3 clusters Score -8914866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8914906.000000 Penalty: 5538.610840
	Iteration 19Q: 3 clusters Score -8914906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8914923.000000 Penalty: 5538.610840
	Iteration 20F: 3 clusters Score -8914923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8914921.000000 Penalty: 5538.610840
	Iteration 21Q: 3 clusters Score -8914921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8914922.000000 Penalty: 5538.610840
	Iteration 22Q: 3 clusters Score -8914922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8914928.000000 Penalty: 5538.610840
	Iteration 23Q: 3 clusters Score -8914928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8914925.000000 Penalty: 5538.610840
	Iteration 24Q: 3 clusters Score -8914925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8914933.000000 Penalty: 5538.610840
	Iteration 25Q: 3 clusters Score -8914933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8914932.000000 Penalty: 5538.610840
	Iteration 26Q: 3 clusters Score -8914932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8914932.000000 Penalty: 5538.610840
	Iteration 27F: 3 clusters Score -8914932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Entering Unmasked Estep 
Score: -10928141.000000 Penalty: 2813.167480
	Iteration 0F: 2 clusters Score -1.092814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -10871937.000000 Penalty: 5626.334961
	Iteration 0F: 3 clusters Score -1.087194e+07 nChanged 39604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -10894300.000000 Penalty: 5626.334961
	Iteration 1F: 3 clusters Score -1.08943e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -10894995.000000 Penalty: 5626.334961
	Iteration 2Q: 3 clusters Score -1.0895e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -10895909.000000 Penalty: 5626.334961
	Iteration 3Q: 3 clusters Score -1.089591e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10897127.000000 Penalty: 5626.334961
	Iteration 4Q: 3 clusters Score -1.089713e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -10898873.000000 Penalty: 5626.334961
	Iteration 5Q: 3 clusters Score -1.089887e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -10900678.000000 Penalty: 5626.334961
	Iteration 6Q: 3 clusters Score -1.090068e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -10902794.000000 Penalty: 5626.334961
	Iteration 7F: 3 clusters Score -1.090279e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -10905009.000000 Penalty: 5626.334961
	Iteration 8F: 3 clusters Score -1.090501e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -10907211.000000 Penalty: 5626.334961
	Iteration 9F: 3 clusters Score -1.090721e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -10909360.000000 Penalty: 5626.334961
	Iteration 10Q: 3 clusters Score -1.090936e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -10911609.000000 Penalty: 5626.334961
	Iteration 11Q: 3 clusters Score -1.091161e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -10914006.000000 Penalty: 5626.334961
	Iteration 12Q: 3 clusters Score -1.091401e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10916113.000000 Penalty: 5626.334961
	Iteration 13Q: 3 clusters Score -1.091611e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -10917411.000000 Penalty: 5626.334961
	Iteration 14Q: 3 clusters Score -1.091741e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -10918198.000000 Penalty: 5626.334961
	Iteration 15Q: 3 clusters Score -1.09182e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -10918719.000000 Penalty: 5626.334961
	Iteration 16Q: 3 clusters Score -1.091872e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -10919066.000000 Penalty: 5626.334961
	Iteration 17Q: 3 clusters Score -1.091907e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -10919265.000000 Penalty: 5626.334961
	Iteration 18Q: 3 clusters Score -1.091926e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -10919523.000000 Penalty: 5626.334961
	Iteration 19Q: 3 clusters Score -1.091952e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -10919674.000000 Penalty: 5626.334961
	Iteration 20F: 3 clusters Score -1.091967e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -10919729.000000 Penalty: 5626.334961
	Iteration 21Q: 3 clusters Score -1.091973e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -10919819.000000 Penalty: 5626.334961
	Iteration 22Q: 3 clusters Score -1.091982e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -10919881.000000 Penalty: 5626.334961
	Iteration 23Q: 3 clusters Score -1.091988e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -10919875.000000 Penalty: 5626.334961
	Iteration 24Q: 3 clusters Score -1.091988e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -10919933.000000 Penalty: 5626.334961
	Iteration 25Q: 3 clusters Score -1.091993e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -10919949.000000 Penalty: 5626.334961
	Iteration 26Q: 3 clusters Score -1.091995e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -10919977.000000 Penalty: 5626.334961
	Iteration 27Q: 3 clusters Score -1.091998e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -10920028.000000 Penalty: 5626.334961
	Iteration 28Q: 3 clusters Score -1.092003e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -10920043.000000 Penalty: 5626.334961
	Iteration 29Q: 3 clusters Score -1.092004e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -10920042.000000 Penalty: 5626.334961
	Iteration 30Q: 3 clusters Score -1.092004e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -10920049.000000 Penalty: 5626.334961
	Iteration 31Q: 3 clusters Score -1.092005e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -10920045.000000 Penalty: 5626.334961
	Iteration 32Q: 3 clusters Score -1.092004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -10920026.000000 Penalty: 5626.334961
	Iteration 33Q: 3 clusters Score -1.092003e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -10920051.000000 Penalty: 5626.334961
	Iteration 34Q: 3 clusters Score -1.092005e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -10920080.000000 Penalty: 5626.334961
	Iteration 35Q: 3 clusters Score -1.092008e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -10920112.000000 Penalty: 5626.334961
	Iteration 36Q: 3 clusters Score -1.092011e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -10920118.000000 Penalty: 5626.334961
	Iteration 37Q: 3 clusters Score -1.092012e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -10920124.000000 Penalty: 5626.334961
	Iteration 38Q: 3 clusters Score -1.092012e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -10920149.000000 Penalty: 5626.334961
	Iteration 39Q: 3 clusters Score -1.092015e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -10920152.000000 Penalty: 5626.334961
	Iteration 40F: 3 clusters Score -1.092015e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -10920170.000000 Penalty: 5626.334961
	Iteration 41Q: 3 clusters Score -1.092017e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -10920178.000000 Penalty: 5626.334961
	Iteration 42Q: 3 clusters Score -1.092018e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -10920200.000000 Penalty: 5626.334961
	Iteration 43Q: 3 clusters Score -1.09202e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -10920230.000000 Penalty: 5626.334961
	Iteration 44Q: 3 clusters Score -1.092023e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -10920267.000000 Penalty: 5626.334961
	Iteration 45Q: 3 clusters Score -1.092027e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -10920282.000000 Penalty: 5626.334961
	Iteration 46Q: 3 clusters Score -1.092028e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -10920281.000000 Penalty: 5626.334961
	Iteration 47Q: 3 clusters Score -1.092028e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -10920302.000000 Penalty: 5626.334961
	Iteration 48Q: 3 clusters Score -1.09203e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10920322.000000 Penalty: 5626.334961
	Iteration 49Q: 3 clusters Score -1.092032e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -10920339.000000 Penalty: 5626.334961
	Iteration 50Q: 3 clusters Score -1.092034e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -10920378.000000 Penalty: 5626.334961
	Iteration 51Q: 3 clusters Score -1.092038e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -10920405.000000 Penalty: 5626.334961
	Iteration 52Q: 3 clusters Score -1.09204e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -10920440.000000 Penalty: 5626.334961
	Iteration 53Q: 3 clusters Score -1.092044e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -10920469.000000 Penalty: 5626.334961
	Iteration 54Q: 3 clusters Score -1.092047e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -10920559.000000 Penalty: 5626.334961
	Iteration 55Q: 3 clusters Score -1.092056e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -10920607.000000 Penalty: 5626.334961
	Iteration 56Q: 3 clusters Score -1.092061e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -10920695.000000 Penalty: 5626.334961
	Iteration 57Q: 3 clusters Score -1.09207e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -10920786.000000 Penalty: 5626.334961
	Iteration 58Q: 3 clusters Score -1.092079e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -10920840.000000 Penalty: 5626.334961
	Iteration 59Q: 3 clusters Score -1.092084e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -10920888.000000 Penalty: 5626.334961
	Iteration 60F: 3 clusters Score -1.092089e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -10921004.000000 Penalty: 5626.334961
	Iteration 61Q: 3 clusters Score -1.0921e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -10921081.000000 Penalty: 5626.334961
	Iteration 62Q: 3 clusters Score -1.092108e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -10921257.000000 Penalty: 5626.334961
	Iteration 63Q: 3 clusters Score -1.092126e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -10921352.000000 Penalty: 5626.334961
	Iteration 64Q: 3 clusters Score -1.092135e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -10921486.000000 Penalty: 5626.334961
	Iteration 65Q: 3 clusters Score -1.092149e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -10921626.000000 Penalty: 5626.334961
	Iteration 66Q: 3 clusters Score -1.092163e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -10921718.000000 Penalty: 5626.334961
	Iteration 67Q: 3 clusters Score -1.092172e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -10921903.000000 Penalty: 5626.334961
	Iteration 68Q: 3 clusters Score -1.09219e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -10922064.000000 Penalty: 5626.334961
	Iteration 69Q: 3 clusters Score -1.092206e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -10922260.000000 Penalty: 5626.334961
	Iteration 70Q: 3 clusters Score -1.092226e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -10922409.000000 Penalty: 5626.334961
	Iteration 71Q: 3 clusters Score -1.092241e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -10922535.000000 Penalty: 5626.334961
	Iteration 72Q: 3 clusters Score -1.092254e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -10922676.000000 Penalty: 5626.334961
	Iteration 73Q: 3 clusters Score -1.092268e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -10922939.000000 Penalty: 5626.334961
	Iteration 74Q: 3 clusters Score -1.092294e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -10923173.000000 Penalty: 5626.334961
	Iteration 75Q: 3 clusters Score -1.092317e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -10923374.000000 Penalty: 5626.334961
	Iteration 76Q: 3 clusters Score -1.092337e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10923548.000000 Penalty: 5626.334961
	Iteration 77Q: 3 clusters Score -1.092355e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -10923838.000000 Penalty: 5626.334961
	Iteration 78Q: 3 clusters Score -1.092384e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -10924028.000000 Penalty: 5626.334961
	Iteration 79Q: 3 clusters Score -1.092403e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -10924236.000000 Penalty: 5626.334961
	Iteration 80F: 3 clusters Score -1.092424e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -10924383.000000 Penalty: 5626.334961
	Iteration 81Q: 3 clusters Score -1.092438e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -10924601.000000 Penalty: 5626.334961
	Iteration 82Q: 3 clusters Score -1.09246e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -10924728.000000 Penalty: 5626.334961
	Iteration 83Q: 3 clusters Score -1.092473e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -10924839.000000 Penalty: 5626.334961
	Iteration 84Q: 3 clusters Score -1.092484e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -10924980.000000 Penalty: 5626.334961
	Iteration 85Q: 3 clusters Score -1.092498e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -10925116.000000 Penalty: 5626.334961
	Iteration 86Q: 3 clusters Score -1.092512e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -10925217.000000 Penalty: 5626.334961
	Iteration 87Q: 3 clusters Score -1.092522e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -10925341.000000 Penalty: 5626.334961
	Iteration 88Q: 3 clusters Score -1.092534e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10925439.000000 Penalty: 5626.334961
	Iteration 89Q: 3 clusters Score -1.092544e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10925507.000000 Penalty: 5626.334961
	Iteration 90Q: 3 clusters Score -1.092551e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10925568.000000 Penalty: 5626.334961
	Iteration 91Q: 3 clusters Score -1.092557e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10925644.000000 Penalty: 5626.334961
	Iteration 92Q: 3 clusters Score -1.092564e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10925726.000000 Penalty: 5626.334961
	Iteration 93Q: 3 clusters Score -1.092573e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -10925729.000000 Penalty: 5626.334961
	Iteration 94Q: 3 clusters Score -1.092573e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10925769.000000 Penalty: 5626.334961
	Iteration 95Q: 3 clusters Score -1.092577e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10925806.000000 Penalty: 5626.334961
	Iteration 96Q: 3 clusters Score -1.092581e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10925826.000000 Penalty: 5626.334961
	Iteration 97Q: 3 clusters Score -1.092583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10925851.000000 Penalty: 5626.334961
	Iteration 98Q: 3 clusters Score -1.092585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10925855.000000 Penalty: 5626.334961
	Iteration 99Q: 3 clusters Score -1.092586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10925881.000000 Penalty: 5626.334961
	Iteration 100F: 3 clusters Score -1.092588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -10925878.000000 Penalty: 5626.334961
	Iteration 101Q: 3 clusters Score -1.092588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10925871.000000 Penalty: 5626.334961
	Iteration 102Q: 3 clusters Score -1.092587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10925886.000000 Penalty: 5626.334961
	Iteration 103Q: 3 clusters Score -1.092589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10925886.000000 Penalty: 5626.334961
	Iteration 104Q: 3 clusters Score -1.092589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10925881.000000 Penalty: 5626.334961
	Iteration 105Q: 3 clusters Score -1.092588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10925883.000000 Penalty: 5626.334961
	Iteration 106Q: 3 clusters Score -1.092588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10925886.000000 Penalty: 5626.334961
	Iteration 107Q: 3 clusters Score -1.092589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10925886.000000 Penalty: 5626.334961
	Iteration 108Q: 3 clusters Score -1.092589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10925896.000000 Penalty: 5626.334961
	Iteration 109Q: 3 clusters Score -1.09259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10925893.000000 Penalty: 5626.334961
	Iteration 110Q: 3 clusters Score -1.092589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10925897.000000 Penalty: 5626.334961
	Iteration 111Q: 3 clusters Score -1.09259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10925898.000000 Penalty: 5626.334961
	Iteration 112Q: 3 clusters Score -1.09259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10925896.000000 Penalty: 5626.334961
	Iteration 113Q: 3 clusters Score -1.09259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10925899.000000 Penalty: 5626.334961
	Iteration 114Q: 3 clusters Score -1.09259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10925907.000000 Penalty: 5626.334961
	Iteration 115Q: 3 clusters Score -1.092591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10925912.000000 Penalty: 5626.334961
	Iteration 116Q: 3 clusters Score -1.092591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10925906.000000 Penalty: 5626.334961
	Iteration 117Q: 3 clusters Score -1.092591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -10925905.000000 Penalty: 5626.334961
	Iteration 118Q: 3 clusters Score -1.09259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10925913.000000 Penalty: 5626.334961
	Iteration 119Q: 3 clusters Score -1.092591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10925913.000000 Penalty: 5626.334961
	Iteration 120F: 3 clusters Score -1.092591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10925912.000000 Penalty: 5626.334961
	Iteration 121Q: 3 clusters Score -1.092591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10925918.000000 Penalty: 5626.334961
	Iteration 122Q: 3 clusters Score -1.092592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10925918.000000 Penalty: 5626.334961
	Iteration 123F: 3 clusters Score -1.092592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61926.058594 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61926.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60375.726562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -60375.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60552.292969 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -60552.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60606.558594 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -60606.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60663.523438 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60663.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60776.535156 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60776.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60814.550781 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60814.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60847.839844 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60847.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60887.472656 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60887.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61001.070312 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -61001.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61072.117188 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -61072.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61095.175781 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -61095.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61109.699219 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -61109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61119.093750 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -61119.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61125.882812 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -61125.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61133.359375 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -61133.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61137.019531 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -61137.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61137.019531 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -61137.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -330834.593750 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -330834.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -327888.250000 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -327888.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -328413.500000 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -328413.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -328547.468750 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -328547.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -328619.250000 Penalty: 3874.337158
	Iteration 3Q: 3 clusters Score -328619.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328663.093750 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -328663.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -328707.281250 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -328707.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328734.406250 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -328734.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -328753.625000 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -328753.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -328765.718750 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -328765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -328776.031250 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -328776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -328783.812500 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -328783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -328796.593750 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -328796.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328808.937500 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -328808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -328815.187500 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -328815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -328821.125000 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -328821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -328828.687500 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -328828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -328837.031250 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -328837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -328840.750000 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -328840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -328843.125000 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -328843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -328843.843750 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -328843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328844.062500 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -328844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28755.486328 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28755.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27627.609375 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -27627.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27719.332031 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27719.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27739.349609 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27739.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27746.906250 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27746.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27746.906250 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -27746.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -131931.250000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -131931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130001.804688 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -130001.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130530.617188 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -130530.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130948.609375 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -130948.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131221.625000 Penalty: 3483.784424
	Iteration 3F: 3 clusters Score -131221.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -131429.515625 Penalty: 3483.784424
	Iteration 4F: 3 clusters Score -131429.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -131527.000000 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -131527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -131579.750000 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -131579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -131604.343750 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -131604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -131616.515625 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -131616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -131622.703125 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -131622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -131625.046875 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -131625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -131625.046875 Penalty: 3483.784424
	Iteration 11F: 3 clusters Score -131625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -484339.906250 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -484339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -480585.250000 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -480585.2 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -481382.062500 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -481382.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -481554.125000 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -481554.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -481648.187500 Penalty: 4092.048340
	Iteration 3Q: 3 clusters Score -481648.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481715.531250 Penalty: 4092.048340
	Iteration 4Q: 3 clusters Score -481715.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -481768.968750 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -481769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -481826.562500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -481826.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -481885.406250 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -481885.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -481947.125000 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -481947.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -482014.687500 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -482014.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -482090.406250 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -482090.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -482148.281250 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -482148.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -482190.093750 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -482190.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -482234.406250 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -482234.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -482283.218750 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -482283.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -482324.593750 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -482324.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -482358.500000 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -482358.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -482395.093750 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -482395.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -482426.031250 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -482426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -482458.500000 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -482458.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -482497.406250 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -482497.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -482540.187500 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -482540.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -482581.343750 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -482581.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -482606.218750 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -482606.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -482629.937500 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -482629.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -482647.187500 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -482647.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -482659.437500 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -482659.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -482672.437500 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -482672.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -482682.437500 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -482682.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -482694.843750 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -482694.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -482710.156250 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -482710.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -482720.250000 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -482720.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -482731.937500 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -482731.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -482741.656250 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -482741.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -482746.531250 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -482746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -482751.937500 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -482751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -482759.750000 Penalty: 4092.048340
	Iteration 36Q: 3 clusters Score -482759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -482765.000000 Penalty: 4092.048340
	Iteration 37Q: 3 clusters Score -482765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -482770.062500 Penalty: 4092.048340
	Iteration 38Q: 3 clusters Score -482770.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -482778.562500 Penalty: 4092.048340
	Iteration 39Q: 3 clusters Score -482778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -482788.406250 Penalty: 4092.048340
	Iteration 40F: 3 clusters Score -482788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -482795.187500 Penalty: 4092.048340
	Iteration 41Q: 3 clusters Score -482795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -482804.812500 Penalty: 4092.048340
	Iteration 42Q: 3 clusters Score -482804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -482814.000000 Penalty: 4092.048340
	Iteration 43Q: 3 clusters Score -482814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -482819.562500 Penalty: 4092.048340
	Iteration 44Q: 3 clusters Score -482819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -482821.781250 Penalty: 4092.048340
	Iteration 45Q: 3 clusters Score -482821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -482824.187500 Penalty: 4092.048340
	Iteration 46Q: 3 clusters Score -482824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -482824.437500 Penalty: 4092.048340
	Iteration 47Q: 3 clusters Score -482824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -482826.625000 Penalty: 4092.048340
	Iteration 48Q: 3 clusters Score -482826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -482829.375000 Penalty: 4092.048340
	Iteration 49Q: 3 clusters Score -482829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -482832.343750 Penalty: 4092.048340
	Iteration 50Q: 3 clusters Score -482832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -482834.937500 Penalty: 4092.048340
	Iteration 51Q: 3 clusters Score -482834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -482836.343750 Penalty: 4092.048340
	Iteration 52Q: 3 clusters Score -482836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -482838.250000 Penalty: 4092.048340
	Iteration 53Q: 3 clusters Score -482838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -482839.031250 Penalty: 4092.048340
	Iteration 54Q: 3 clusters Score -482839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -482840.968750 Penalty: 4092.048340
	Iteration 55Q: 3 clusters Score -482841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -482841.562500 Penalty: 4092.048340
	Iteration 56Q: 3 clusters Score -482841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -482844.062500 Penalty: 4092.048340
	Iteration 57Q: 3 clusters Score -482844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -482848.781250 Penalty: 4092.048340
	Iteration 58Q: 3 clusters Score -482848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -482854.125000 Penalty: 4092.048340
	Iteration 59Q: 3 clusters Score -482854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -482861.531250 Penalty: 4092.048340
	Iteration 60F: 3 clusters Score -482861.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -482877.250000 Penalty: 4092.048340
	Iteration 61Q: 3 clusters Score -482877.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -482901.843750 Penalty: 4092.048340
	Iteration 62Q: 3 clusters Score -482901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -482916.125000 Penalty: 4092.048340
	Iteration 63Q: 3 clusters Score -482916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -482922.812500 Penalty: 4092.048340
	Iteration 64Q: 3 clusters Score -482922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -482931.562500 Penalty: 4092.048340
	Iteration 65Q: 3 clusters Score -482931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -482939.250000 Penalty: 4092.048340
	Iteration 66Q: 3 clusters Score -482939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -482944.062500 Penalty: 4092.048340
	Iteration 67Q: 3 clusters Score -482944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -482948.312500 Penalty: 4092.048340
	Iteration 68Q: 3 clusters Score -482948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -482951.343750 Penalty: 4092.048340
	Iteration 69Q: 3 clusters Score -482951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -482956.218750 Penalty: 4092.048340
	Iteration 70Q: 3 clusters Score -482956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -482963.156250 Penalty: 4092.048340
	Iteration 71Q: 3 clusters Score -482963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -482964.968750 Penalty: 4092.048340
	Iteration 72Q: 3 clusters Score -482965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -482966.093750 Penalty: 4092.048340
	Iteration 73Q: 3 clusters Score -482966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -482966.093750 Penalty: 4092.048340
	Iteration 74F: 3 clusters Score -482966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -972317.750000 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -972317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -965974.000000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -965974 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -967676.625000 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -967676.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -968073.562500 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -968073.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -968463.750000 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -968463.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -968811.812500 Penalty: 4455.537109
	Iteration 4F: 3 clusters Score -968811.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -969107.562500 Penalty: 4455.537109
	Iteration 5F: 3 clusters Score -969107.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -969365.000000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -969365 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -969565.187500 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -969565.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -969712.812500 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -969712.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -969821.125000 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -969821.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -969912.625000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -969912.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -969994.375000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -969994.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -970059.125000 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -970059.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -970113.312500 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -970113.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -970160.937500 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -970160.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -970205.000000 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -970205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -970251.750000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -970251.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -970309.625000 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -970309.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -970378.687500 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -970378.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -970459.312500 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -970459.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -970539.875000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -970539.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -970629.750000 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -970629.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -970705.812500 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -970705.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -970794.875000 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -970794.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -970877.937500 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -970877.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -970961.687500 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -970961.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -971052.937500 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -971052.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -971144.562500 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -971144.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -971238.437500 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -971238.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -971320.062500 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -971320.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -971397.312500 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -971397.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -971453.500000 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -971453.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -971500.500000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -971500.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -971541.062500 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -971541.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -971571.125000 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -971571.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -971597.500000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -971597.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -971615.250000 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -971615.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -971626.875000 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -971626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -971632.375000 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -971632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -971636.625000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -971636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -971640.812500 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -971640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -971641.687500 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -971641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -971643.125000 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -971643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -971642.937500 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -971642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -971644.312500 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -971644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -971644.312500 Penalty: 4455.537109
	Iteration 45F: 3 clusters Score -971644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -211307.625000 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -211307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -208901.109375 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -208901.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209272.000000 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -209272 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209383.015625 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -209383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209437.312500 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -209437.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209475.031250 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -209475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209506.031250 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -209506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209538.218750 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -209538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -209556.218750 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -209556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209564.921875 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -209564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209567.296875 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -209567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209569.203125 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -209569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -209571.515625 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -209571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209573.640625 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -209573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209574.906250 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -209574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -209575.328125 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -209575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209576.234375 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -209576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209581.062500 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -209581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209588.640625 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -209588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209592.140625 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -209592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209593.296875 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -209593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209594.187500 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -209594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -610738.625000 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -610738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -606272.812500 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -606272.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -607339.187500 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -607339.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -607585.500000 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -607585.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -607736.500000 Penalty: 4222.340332
	Iteration 3F: 3 clusters Score -607736.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -607843.000000 Penalty: 4222.340332
	Iteration 4Q: 3 clusters Score -607843 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -607917.062500 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -607917.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -607984.500000 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -607984.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -608059.875000 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -608059.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -608141.562500 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -608141.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -608218.000000 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -608218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -608297.062500 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -608297.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -608380.250000 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -608380.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -608442.937500 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -608442.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -608504.125000 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -608504.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -608555.437500 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -608555.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -608603.937500 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -608603.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -608654.875000 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -608654.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -608698.937500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -608698.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -608745.625000 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -608745.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -608794.875000 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -608794.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -608836.937500 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -608836.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -608871.687500 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -608871.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -608909.000000 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -608909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -608938.125000 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -608938.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -608966.687500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -608966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -608991.562500 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -608991.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -609010.937500 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -609010.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -609023.000000 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -609023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -609031.562500 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -609031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -609039.625000 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -609039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -609044.000000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -609044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -609047.812500 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -609047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -609052.062500 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -609052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -609058.875000 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -609058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -609067.750000 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -609067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -609078.250000 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -609078.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -609090.562500 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -609090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -609098.562500 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -609098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -609105.375000 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -609105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -609108.312500 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -609108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -609111.062500 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -609111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -609112.062500 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -609112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -609113.875000 Penalty: 4222.340332
	Iteration 42Q: 3 clusters Score -609113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -609117.812500 Penalty: 4222.340332
	Iteration 43Q: 3 clusters Score -609117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -609117.750000 Penalty: 4222.340332
	Iteration 44Q: 3 clusters Score -609117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -609117.750000 Penalty: 4222.340332
	Iteration 45F: 3 clusters Score -609117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (144467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Entering Unmasked Estep 
Score: -18728278.000000 Penalty: 2946.439941
	Iteration 0F: 2 clusters Score -1.872828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -18632522.000000 Penalty: 5892.879883
	Iteration 0F: 3 clusters Score -1.863252e+07 nChanged 69097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -18672568.000000 Penalty: 5892.879883
	Iteration 1F: 3 clusters Score -1.867257e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -18673556.000000 Penalty: 5892.879883
	Iteration 2Q: 3 clusters Score -1.867356e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -18674578.000000 Penalty: 5892.879883
	Iteration 3Q: 3 clusters Score -1.867458e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -18675870.000000 Penalty: 5892.879883
	Iteration 4Q: 3 clusters Score -1.867587e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -18677838.000000 Penalty: 5892.879883
	Iteration 5Q: 3 clusters Score -1.867784e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -18681156.000000 Penalty: 5892.879883
	Iteration 6Q: 3 clusters Score -1.868116e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -18686460.000000 Penalty: 5892.879883
	Iteration 7F: 3 clusters Score -1.868646e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -18694334.000000 Penalty: 5892.879883
	Iteration 8F: 3 clusters Score -1.869433e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116877 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -18703388.000000 Penalty: 5892.879883
	Iteration 9F: 3 clusters Score -1.870339e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126591 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -18711928.000000 Penalty: 5892.879883
	Iteration 10F: 3 clusters Score -1.871193e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -18717950.000000 Penalty: 5892.879883
	Iteration 11Q: 3 clusters Score -1.871795e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138370 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -18721676.000000 Penalty: 5892.879883
	Iteration 12Q: 3 clusters Score -1.872168e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140966 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 5892.879883
	Iteration 13Q: 3 clusters Score -1.872375e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18724668.000000 Penalty: 5892.879883
	Iteration 14Q: 3 clusters Score -1.872467e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -18725224.000000 Penalty: 5892.879883
	Iteration 15Q: 3 clusters Score -1.872522e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18725486.000000 Penalty: 5892.879883
	Iteration 16Q: 3 clusters Score -1.872549e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143408 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -18725664.000000 Penalty: 5892.879883
	Iteration 17Q: 3 clusters Score -1.872566e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -18725722.000000 Penalty: 5892.879883
	Iteration 18Q: 3 clusters Score -1.872572e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18725774.000000 Penalty: 5892.879883
	Iteration 19Q: 3 clusters Score -1.872577e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -18725820.000000 Penalty: 5892.879883
	Iteration 20F: 3 clusters Score -1.872582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -18725838.000000 Penalty: 5892.879883
	Iteration 21Q: 3 clusters Score -1.872584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18725888.000000 Penalty: 5892.879883
	Iteration 22Q: 3 clusters Score -1.872589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18725904.000000 Penalty: 5892.879883
	Iteration 23Q: 3 clusters Score -1.87259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18725914.000000 Penalty: 5892.879883
	Iteration 24Q: 3 clusters Score -1.872591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18725942.000000 Penalty: 5892.879883
	Iteration 25Q: 3 clusters Score -1.872594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18725960.000000 Penalty: 5892.879883
	Iteration 26Q: 3 clusters Score -1.872596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -18725978.000000 Penalty: 5892.879883
	Iteration 27Q: 3 clusters Score -1.872598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18725974.000000 Penalty: 5892.879883
	Iteration 28Q: 3 clusters Score -1.872597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18725972.000000 Penalty: 5892.879883
	Iteration 29Q: 3 clusters Score -1.872597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18725982.000000 Penalty: 5892.879883
	Iteration 30Q: 3 clusters Score -1.872598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18725978.000000 Penalty: 5892.879883
	Iteration 31Q: 3 clusters Score -1.872598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18725990.000000 Penalty: 5892.879883
	Iteration 32Q: 3 clusters Score -1.872599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18725986.000000 Penalty: 5892.879883
	Iteration 33Q: 3 clusters Score -1.872599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18725990.000000 Penalty: 5892.879883
	Iteration 34Q: 3 clusters Score -1.872599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18725988.000000 Penalty: 5892.879883
	Iteration 35Q: 3 clusters Score -1.872599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18725984.000000 Penalty: 5892.879883
	Iteration 36Q: 3 clusters Score -1.872598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18725988.000000 Penalty: 5892.879883
	Iteration 37Q: 3 clusters Score -1.872599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18725996.000000 Penalty: 5892.879883
	Iteration 38Q: 3 clusters Score -1.8726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18725996.000000 Penalty: 5892.879883
	Iteration 39F: 3 clusters Score -1.8726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -25182.828125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -25182.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24003.964844 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -24003.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24098.093750 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -24098.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24120.130859 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -24120.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24132.130859 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -24132.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24138.830078 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -24138.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24138.830078 Penalty: 2705.839355
	Iteration 5F: 3 clusters Score -24138.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -20663.066406 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -20663.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19511.626953 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -19511.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19581.685547 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -19581.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19586.271484 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -19586.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19588.867188 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -19588.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19594.666016 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -19594.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19594.666016 Penalty: 2602.523926
	Iteration 5F: 3 clusters Score -19594.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -469200.062500 Penalty: 2032.921387
	Iteration 0F: 2 clusters Score -469200.1 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 1831 members 
Entering Unmasked Estep 
Score: -465535.031250 Penalty: 4065.842773
	Iteration 0F: 3 clusters Score -465535 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -466317.031250 Penalty: 4065.842773
	Iteration 1F: 3 clusters Score -466317 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -466481.406250 Penalty: 4065.842773
	Iteration 2F: 3 clusters Score -466481.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -466577.062500 Penalty: 4065.842773
	Iteration 3Q: 3 clusters Score -466577.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -466656.593750 Penalty: 4065.842773
	Iteration 4Q: 3 clusters Score -466656.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -466699.281250 Penalty: 4065.842773
	Iteration 5Q: 3 clusters Score -466699.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -466721.687500 Penalty: 4065.842773
	Iteration 6Q: 3 clusters Score -466721.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -466738.562500 Penalty: 4065.842773
	Iteration 7Q: 3 clusters Score -466738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -466746.187500 Penalty: 4065.842773
	Iteration 8Q: 3 clusters Score -466746.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -466754.000000 Penalty: 4065.842773
	Iteration 9Q: 3 clusters Score -466754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -466760.593750 Penalty: 4065.842773
	Iteration 10Q: 3 clusters Score -466760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -466767.000000 Penalty: 4065.842773
	Iteration 11Q: 3 clusters Score -466767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -466773.250000 Penalty: 4065.842773
	Iteration 12Q: 3 clusters Score -466773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -466779.781250 Penalty: 4065.842773
	Iteration 13Q: 3 clusters Score -466779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -466784.125000 Penalty: 4065.842773
	Iteration 14Q: 3 clusters Score -466784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -466791.406250 Penalty: 4065.842773
	Iteration 15Q: 3 clusters Score -466791.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -466802.031250 Penalty: 4065.842773
	Iteration 16Q: 3 clusters Score -466802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -466808.718750 Penalty: 4065.842773
	Iteration 17Q: 3 clusters Score -466808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466810.218750 Penalty: 4065.842773
	Iteration 18Q: 3 clusters Score -466810.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -466813.500000 Penalty: 4065.842773
	Iteration 19Q: 3 clusters Score -466813.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -466816.750000 Penalty: 4065.842773
	Iteration 20F: 3 clusters Score -466816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -466820.781250 Penalty: 4065.842773
	Iteration 21Q: 3 clusters Score -466820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -466824.937500 Penalty: 4065.842773
	Iteration 22Q: 3 clusters Score -466824.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -466829.843750 Penalty: 4065.842773
	Iteration 23Q: 3 clusters Score -466829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -466833.531250 Penalty: 4065.842773
	Iteration 24Q: 3 clusters Score -466833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -466837.468750 Penalty: 4065.842773
	Iteration 25Q: 3 clusters Score -466837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -466838.843750 Penalty: 4065.842773
	Iteration 26Q: 3 clusters Score -466838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466839.625000 Penalty: 4065.842773
	Iteration 27Q: 3 clusters Score -466839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466840.500000 Penalty: 4065.842773
	Iteration 28Q: 3 clusters Score -466840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -466843.312500 Penalty: 4065.842773
	Iteration 29Q: 3 clusters Score -466843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -466843.656250 Penalty: 4065.842773
	Iteration 30Q: 3 clusters Score -466843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -466843.375000 Penalty: 4065.842773
	Iteration 31Q: 3 clusters Score -466843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -466843.468750 Penalty: 4065.842773
	Iteration 32Q: 3 clusters Score -466843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -466843.468750 Penalty: 4065.842773
	Iteration 33F: 3 clusters Score -466843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94149.953125 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -94149.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92453.726562 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -92453.73 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92944.507812 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -92944.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93150.125000 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -93150.12 nChanged 45
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: -93281.617188 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -93281.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93335.710938 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -93335.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93361.984375 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -93361.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93372.500000 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -93372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93375.312500 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -93375.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93375.312500 Penalty: 3340.357422
	Iteration 8F: 3 clusters Score -93375.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Entering Unmasked Estep 
Score: -8414656.000000 Penalty: 2748.504883
	Iteration 0F: 2 clusters Score -8414656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -8371112.000000 Penalty: 5497.009766
	Iteration 0F: 3 clusters Score -8371112 nChanged 30211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8388037.000000 Penalty: 5497.009766
	Iteration 1F: 3 clusters Score -8388037 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -8388719.000000 Penalty: 5497.009766
	Iteration 2Q: 3 clusters Score -8388719 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -8389375.000000 Penalty: 5497.009766
	Iteration 3Q: 3 clusters Score -8389375 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8390040.000000 Penalty: 5497.009766
	Iteration 4Q: 3 clusters Score -8390040 nChanged 2370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8391823 nChanged 2862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8393129 nChanged 3106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8394740 nChanged 3366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8396633 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8400866 nChanged 3037
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Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8402677 nChanged 2399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8403840 nChanged 1827
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8404469 nChanged 1318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8404855 nChanged 1009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8405180 nChanged 868
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8405396 nChanged 785
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Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8405594 nChanged 720
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8405761 nChanged 655
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Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8405907 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8406032 nChanged 557
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Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8406121 nChanged 497
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Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8406219 nChanged 464
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Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8406297 nChanged 423
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Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8406356 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8406427 nChanged 322
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Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8406471 nChanged 307
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Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8406501 nChanged 315
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Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8406530 nChanged 262
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Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8406541 nChanged 252
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Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8406580 nChanged 240
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Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8406596 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8406596 nChanged 221
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Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8406640 nChanged 223
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Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8406660 nChanged 214
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Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8406665 nChanged 223
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Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8406695 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8406712 nChanged 179
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Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -8406756.000000 Penalty: 5497.009766
	Iteration 39Q: 3 clusters Score -8406756 nChanged 180
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Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8406788 nChanged 175
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Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8406790 nChanged 176
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Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8406804 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8406805 nChanged 172
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Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8406804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8406833 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -8406843.000000 Penalty: 5497.009766
	Iteration 46Q: 3 clusters Score -8406843 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8406866 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8406890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8406925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8406959 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8406987 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8406966 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8406982 nChanged 182
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Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8407002 nChanged 177
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Mstep: Class 1 contains 33866 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8407004 nChanged 183
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8406996 nChanged 186
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8407013 nChanged 177
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8407040 nChanged 170
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8407072 nChanged 179
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8407096 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32811 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8407097 nChanged 182
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Entering Unmasked Estep 
Score: -8407111.000000 Penalty: 5497.009766
	Iteration 62Q: 3 clusters Score -8407111 nChanged 193
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8407126 nChanged 198
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8407159 nChanged 235
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8407177 nChanged 242
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Entering Unmasked Estep 
Score: -8407190.000000 Penalty: 5497.009766
	Iteration 66Q: 3 clusters Score -8407190 nChanged 262
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Entering Unmasked Estep 
Score: -8407240.000000 Penalty: 5497.009766
	Iteration 67Q: 3 clusters Score -8407240 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31258 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8407302 nChanged 248
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8407337 nChanged 217
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Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8407348 nChanged 223
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Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8407359 nChanged 218
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Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8407361 nChanged 210
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8407387 nChanged 216
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8407400 nChanged 188
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8407419 nChanged 190
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8407418 nChanged 175
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8407433 nChanged 168
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Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8407430 nChanged 150
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8407455 nChanged 142
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8407460 nChanged 122
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	Iteration 81Q: 3 clusters Score -8407463 nChanged 109
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8407462 nChanged 111
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8407463 nChanged 106
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8407486 nChanged 115
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8407485 nChanged 105
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8407492 nChanged 100
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8407516 nChanged 103
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8407505 nChanged 116
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8407531 nChanged 125
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8407542 nChanged 137
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8407538 nChanged 132
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8407544 nChanged 115
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8407556 nChanged 123
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8407569 nChanged 126
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8407592 nChanged 133
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8407604 nChanged 133
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8407612 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8407637 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8407648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8407648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8407646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8407691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -8407696.000000 Penalty: 5497.009766
	Iteration 103Q: 3 clusters Score -8407696 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8407714.000000 Penalty: 5497.009766
	Iteration 104Q: 3 clusters Score -8407714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8407702.000000 Penalty: 5497.009766
	Iteration 105Q: 3 clusters Score -8407702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -8407733.000000 Penalty: 5497.009766
	Iteration 106Q: 3 clusters Score -8407733 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8407763 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8407744 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8407747.000000 Penalty: 5497.009766
	Iteration 109Q: 3 clusters Score -8407747 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8407775 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8407779 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -8407805.000000 Penalty: 5497.009766
	Iteration 112Q: 3 clusters Score -8407805 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8407830 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8407844 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8407878.000000 Penalty: 5497.009766
	Iteration 115Q: 3 clusters Score -8407878 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8407906.000000 Penalty: 5497.009766
	Iteration 116Q: 3 clusters Score -8407906 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8407941.000000 Penalty: 5497.009766
	Iteration 117Q: 3 clusters Score -8407941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8407955.000000 Penalty: 5497.009766
	Iteration 118Q: 3 clusters Score -8407955 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8407956 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8407969.000000 Penalty: 5497.009766
	Iteration 120F: 3 clusters Score -8407969 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8408010.000000 Penalty: 5497.009766
	Iteration 121Q: 3 clusters Score -8408010 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8408027.000000 Penalty: 5497.009766
	Iteration 122Q: 3 clusters Score -8408027 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8408043 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8408040.000000 Penalty: 5497.009766
	Iteration 124Q: 3 clusters Score -8408040 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -8408084.000000 Penalty: 5497.009766
	Iteration 125Q: 3 clusters Score -8408084 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8408104.000000 Penalty: 5497.009766
	Iteration 126Q: 3 clusters Score -8408104 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -8408120.000000 Penalty: 5497.009766
	Iteration 127Q: 3 clusters Score -8408120 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8408150.000000 Penalty: 5497.009766
	Iteration 128Q: 3 clusters Score -8408150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8408159.000000 Penalty: 5497.009766
	Iteration 129Q: 3 clusters Score -8408159 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8408176.000000 Penalty: 5497.009766
	Iteration 130Q: 3 clusters Score -8408176 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8408179.000000 Penalty: 5497.009766
	Iteration 131Q: 3 clusters Score -8408179 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8408232.000000 Penalty: 5497.009766
	Iteration 132Q: 3 clusters Score -8408232 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8408273.000000 Penalty: 5497.009766
	Iteration 133Q: 3 clusters Score -8408273 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8408290.000000 Penalty: 5497.009766
	Iteration 134Q: 3 clusters Score -8408290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8408315.000000 Penalty: 5497.009766
	Iteration 135Q: 3 clusters Score -8408315 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8408311.000000 Penalty: 5497.009766
	Iteration 136Q: 3 clusters Score -8408311 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8408335.000000 Penalty: 5497.009766
	Iteration 137Q: 3 clusters Score -8408335 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8408359.000000 Penalty: 5497.009766
	Iteration 138Q: 3 clusters Score -8408359 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8408389.000000 Penalty: 5497.009766
	Iteration 139Q: 3 clusters Score -8408389 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -8408429.000000 Penalty: 5497.009766
	Iteration 140F: 3 clusters Score -8408429 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -8408460.000000 Penalty: 5497.009766
	Iteration 141Q: 3 clusters Score -8408460 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8408491.000000 Penalty: 5497.009766
	Iteration 142Q: 3 clusters Score -8408491 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -8408517.000000 Penalty: 5497.009766
	Iteration 143Q: 3 clusters Score -8408517 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -8408540.000000 Penalty: 5497.009766
	Iteration 144Q: 3 clusters Score -8408540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -8408579.000000 Penalty: 5497.009766
	Iteration 145Q: 3 clusters Score -8408579 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -8408613.000000 Penalty: 5497.009766
	Iteration 146Q: 3 clusters Score -8408613 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -8408593.000000 Penalty: 5497.009766
	Iteration 147Q: 3 clusters Score -8408593 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -8408618.000000 Penalty: 5497.009766
	Iteration 148Q: 3 clusters Score -8408618 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -8408645.000000 Penalty: 5497.009766
	Iteration 149Q: 3 clusters Score -8408645 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -8408682.000000 Penalty: 5497.009766
	Iteration 150Q: 3 clusters Score -8408682 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -8408717.000000 Penalty: 5497.009766
	Iteration 151Q: 3 clusters Score -8408717 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8408769 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -8408809.000000 Penalty: 5497.009766
	Iteration 153Q: 3 clusters Score -8408809 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8408898 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8408973 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -8409002.000000 Penalty: 5497.009766
	Iteration 156Q: 3 clusters Score -8409002 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -8409078.000000 Penalty: 5497.009766
	Iteration 157Q: 3 clusters Score -8409078 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -8409128.000000 Penalty: 5497.009766
	Iteration 158Q: 3 clusters Score -8409128 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -8409197.000000 Penalty: 5497.009766
	Iteration 159Q: 3 clusters Score -8409197 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -8409286.000000 Penalty: 5497.009766
	Iteration 160F: 3 clusters Score -8409286 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -8409336.000000 Penalty: 5497.009766
	Iteration 161Q: 3 clusters Score -8409336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -8409393.000000 Penalty: 5497.009766
	Iteration 162Q: 3 clusters Score -8409393 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -8409445.000000 Penalty: 5497.009766
	Iteration 163Q: 3 clusters Score -8409445 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -8409503.000000 Penalty: 5497.009766
	Iteration 164Q: 3 clusters Score -8409503 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -8409579.000000 Penalty: 5497.009766
	Iteration 165Q: 3 clusters Score -8409579 nChanged 347
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Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8409637 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -8409687.000000 Penalty: 5497.009766
	Iteration 167Q: 3 clusters Score -8409687 nChanged 338
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -8409723.000000 Penalty: 5497.009766
	Iteration 168Q: 3 clusters Score -8409723 nChanged 323
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Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -8409791.000000 Penalty: 5497.009766
	Iteration 169Q: 3 clusters Score -8409791 nChanged 347
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Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -8409862.000000 Penalty: 5497.009766
	Iteration 170Q: 3 clusters Score -8409862 nChanged 348
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Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -8409921.000000 Penalty: 5497.009766
	Iteration 171Q: 3 clusters Score -8409921 nChanged 362
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Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8409998 nChanged 342
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8410108 nChanged 377
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Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8410187 nChanged 406
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Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8410330 nChanged 424
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Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8410425 nChanged 435
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Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8410545 nChanged 393
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8410679 nChanged 398
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Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8410793 nChanged 391
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -8410931.000000 Penalty: 5497.009766
	Iteration 180F: 3 clusters Score -8410931 nChanged 367
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Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -8411042.000000 Penalty: 5497.009766
	Iteration 181Q: 3 clusters Score -8411042 nChanged 323
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -8411151.000000 Penalty: 5497.009766
	Iteration 182Q: 3 clusters Score -8411151 nChanged 327
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Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -8411268.000000 Penalty: 5497.009766
	Iteration 183Q: 3 clusters Score -8411268 nChanged 278
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -8411360.000000 Penalty: 5497.009766
	Iteration 184Q: 3 clusters Score -8411360 nChanged 269
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Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8411441.000000 Penalty: 5497.009766
	Iteration 185Q: 3 clusters Score -8411441 nChanged 246
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -8411520.000000 Penalty: 5497.009766
	Iteration 186Q: 3 clusters Score -8411520 nChanged 226
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -8411605.000000 Penalty: 5497.009766
	Iteration 187Q: 3 clusters Score -8411605 nChanged 230
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Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8411679 nChanged 191
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8411769 nChanged 180
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8411830.000000 Penalty: 5497.009766
	Iteration 190Q: 3 clusters Score -8411830 nChanged 193
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Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8411899 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8411963.000000 Penalty: 5497.009766
	Iteration 192Q: 3 clusters Score -8411963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -8412007.000000 Penalty: 5497.009766
	Iteration 193Q: 3 clusters Score -8412007 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -8412055.000000 Penalty: 5497.009766
	Iteration 194Q: 3 clusters Score -8412055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -8412086.000000 Penalty: 5497.009766
	Iteration 195Q: 3 clusters Score -8412086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -8412146.000000 Penalty: 5497.009766
	Iteration 196Q: 3 clusters Score -8412146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8412179.000000 Penalty: 5497.009766
	Iteration 197Q: 3 clusters Score -8412179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -8412233.000000 Penalty: 5497.009766
	Iteration 198Q: 3 clusters Score -8412233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -8412264.000000 Penalty: 5497.009766
	Iteration 199Q: 3 clusters Score -8412264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -8412260.000000 Penalty: 5497.009766
	Iteration 200F: 3 clusters Score -8412260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -8412299.000000 Penalty: 5497.009766
	Iteration 201Q: 3 clusters Score -8412299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -8412315.000000 Penalty: 5497.009766
	Iteration 202Q: 3 clusters Score -8412315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -8412323.000000 Penalty: 5497.009766
	Iteration 203Q: 3 clusters Score -8412323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8412343.000000 Penalty: 5497.009766
	Iteration 204Q: 3 clusters Score -8412343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -8412343.000000 Penalty: 5497.009766
	Iteration 205Q: 3 clusters Score -8412343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8412368.000000 Penalty: 5497.009766
	Iteration 206Q: 3 clusters Score -8412368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -8412378.000000 Penalty: 5497.009766
	Iteration 207Q: 3 clusters Score -8412378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -8412382.000000 Penalty: 5497.009766
	Iteration 208Q: 3 clusters Score -8412382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -8412394.000000 Penalty: 5497.009766
	Iteration 209Q: 3 clusters Score -8412394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -8412408.000000 Penalty: 5497.009766
	Iteration 210Q: 3 clusters Score -8412408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8412420.000000 Penalty: 5497.009766
	Iteration 211Q: 3 clusters Score -8412420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -8412427.000000 Penalty: 5497.009766
	Iteration 212Q: 3 clusters Score -8412427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -8412431.000000 Penalty: 5497.009766
	Iteration 213Q: 3 clusters Score -8412431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8412437.000000 Penalty: 5497.009766
	Iteration 214Q: 3 clusters Score -8412437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -8412450.000000 Penalty: 5497.009766
	Iteration 215Q: 3 clusters Score -8412450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -8412466.000000 Penalty: 5497.009766
	Iteration 216Q: 3 clusters Score -8412466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -8412467.000000 Penalty: 5497.009766
	Iteration 217Q: 3 clusters Score -8412467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -8412472.000000 Penalty: 5497.009766
	Iteration 218Q: 3 clusters Score -8412472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -8412474.000000 Penalty: 5497.009766
	Iteration 219Q: 3 clusters Score -8412474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -8412479.000000 Penalty: 5497.009766
	Iteration 220F: 3 clusters Score -8412479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -8412474.000000 Penalty: 5497.009766
	Iteration 221Q: 3 clusters Score -8412474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -8412485.000000 Penalty: 5497.009766
	Iteration 222Q: 3 clusters Score -8412485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -8412485.000000 Penalty: 5497.009766
	Iteration 223Q: 3 clusters Score -8412485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -8412484.000000 Penalty: 5497.009766
	Iteration 224Q: 3 clusters Score -8412484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -8412486.000000 Penalty: 5497.009766
	Iteration 225Q: 3 clusters Score -8412486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -8412486.000000 Penalty: 5497.009766
	Iteration 226Q: 3 clusters Score -8412486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -8412485.000000 Penalty: 5497.009766
	Iteration 227Q: 3 clusters Score -8412485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -8412485.000000 Penalty: 5497.009766
	Iteration 228Q: 3 clusters Score -8412485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -8412486.000000 Penalty: 5497.009766
	Iteration 229Q: 3 clusters Score -8412486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -8412486.000000 Penalty: 5497.009766
	Iteration 230F: 3 clusters Score -8412486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (142993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Entering Unmasked Estep 
Score: -18506542.000000 Penalty: 2943.896729
	Iteration 0F: 2 clusters Score -1.850654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -18411306.000000 Penalty: 5887.793457
	Iteration 0F: 3 clusters Score -1.841131e+07 nChanged 67998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -18451674.000000 Penalty: 5887.793457
	Iteration 1F: 3 clusters Score -1.845167e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -18453700.000000 Penalty: 5887.793457
	Iteration 2Q: 3 clusters Score -1.84537e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -18456850.000000 Penalty: 5887.793457
	Iteration 3Q: 3 clusters Score -1.845685e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -18461554.000000 Penalty: 5887.793457
	Iteration 4F: 3 clusters Score -1.846155e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -18468418.000000 Penalty: 5887.793457
	Iteration 5F: 3 clusters Score -1.846842e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -18477290.000000 Penalty: 5887.793457
	Iteration 6F: 3 clusters Score -1.847729e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -18485720.000000 Penalty: 5887.793457
	Iteration 7F: 3 clusters Score -1.848572e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -18491852.000000 Penalty: 5887.793457
	Iteration 8F: 3 clusters Score -1.849185e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -18495268.000000 Penalty: 5887.793457
	Iteration 9Q: 3 clusters Score -1.849527e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -18497376.000000 Penalty: 5887.793457
	Iteration 10Q: 3 clusters Score -1.849738e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -18498614.000000 Penalty: 5887.793457
	Iteration 11Q: 3 clusters Score -1.849861e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124375 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -18499484.000000 Penalty: 5887.793457
	Iteration 12Q: 3 clusters Score -1.849948e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -18500272.000000 Penalty: 5887.793457
	Iteration 13Q: 3 clusters Score -1.850027e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -18501042.000000 Penalty: 5887.793457
	Iteration 14Q: 3 clusters Score -1.850104e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -18501690.000000 Penalty: 5887.793457
	Iteration 15Q: 3 clusters Score -1.850169e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -18502194.000000 Penalty: 5887.793457
	Iteration 16Q: 3 clusters Score -1.850219e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131777 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -18502556.000000 Penalty: 5887.793457
	Iteration 17Q: 3 clusters Score -1.850256e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -18502858.000000 Penalty: 5887.793457
	Iteration 18Q: 3 clusters Score -1.850286e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -18503260.000000 Penalty: 5887.793457
	Iteration 19Q: 3 clusters Score -1.850326e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -18503480.000000 Penalty: 5887.793457
	Iteration 20F: 3 clusters Score -1.850348e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -18503756.000000 Penalty: 5887.793457
	Iteration 21Q: 3 clusters Score -1.850376e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -18503914.000000 Penalty: 5887.793457
	Iteration 22Q: 3 clusters Score -1.850391e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -18504036.000000 Penalty: 5887.793457
	Iteration 23Q: 3 clusters Score -1.850404e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137073 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -18504134.000000 Penalty: 5887.793457
	Iteration 24Q: 3 clusters Score -1.850413e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -18504184.000000 Penalty: 5887.793457
	Iteration 25Q: 3 clusters Score -1.850418e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137891 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -18504322.000000 Penalty: 5887.793457
	Iteration 26Q: 3 clusters Score -1.850432e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -18504368.000000 Penalty: 5887.793457
	Iteration 27Q: 3 clusters Score -1.850437e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -18504480.000000 Penalty: 5887.793457
	Iteration 28Q: 3 clusters Score -1.850448e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138801 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -18504580.000000 Penalty: 5887.793457
	Iteration 29Q: 3 clusters Score -1.850458e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -18504608.000000 Penalty: 5887.793457
	Iteration 30Q: 3 clusters Score -1.850461e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -18504642.000000 Penalty: 5887.793457
	Iteration 31Q: 3 clusters Score -1.850464e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -18504698.000000 Penalty: 5887.793457
	Iteration 32Q: 3 clusters Score -1.85047e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139541 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -18504720.000000 Penalty: 5887.793457
	Iteration 33Q: 3 clusters Score -1.850472e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -18504728.000000 Penalty: 5887.793457
	Iteration 34Q: 3 clusters Score -1.850473e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -18504740.000000 Penalty: 5887.793457
	Iteration 35Q: 3 clusters Score -1.850474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -18504778.000000 Penalty: 5887.793457
	Iteration 36Q: 3 clusters Score -1.850478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -18504778.000000 Penalty: 5887.793457
	Iteration 37Q: 3 clusters Score -1.850478e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18504804.000000 Penalty: 5887.793457
	Iteration 38Q: 3 clusters Score -1.85048e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140144 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -18504858.000000 Penalty: 5887.793457
	Iteration 39Q: 3 clusters Score -1.850486e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140214 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -18504864.000000 Penalty: 5887.793457
	Iteration 40F: 3 clusters Score -1.850486e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -18504844.000000 Penalty: 5887.793457
	Iteration 41Q: 3 clusters Score -1.850484e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -18504832.000000 Penalty: 5887.793457
	Iteration 42Q: 3 clusters Score -1.850483e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18504856.000000 Penalty: 5887.793457
	Iteration 43Q: 3 clusters Score -1.850486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -18504876.000000 Penalty: 5887.793457
	Iteration 44Q: 3 clusters Score -1.850488e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140476 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -18504876.000000 Penalty: 5887.793457
	Iteration 45Q: 3 clusters Score -1.850488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -18504864.000000 Penalty: 5887.793457
	Iteration 46Q: 3 clusters Score -1.850486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -18504886.000000 Penalty: 5887.793457
	Iteration 47Q: 3 clusters Score -1.850489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18504914.000000 Penalty: 5887.793457
	Iteration 48Q: 3 clusters Score -1.850491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140551 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -18504908.000000 Penalty: 5887.793457
	Iteration 49Q: 3 clusters Score -1.850491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140569 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -18504926.000000 Penalty: 5887.793457
	Iteration 50Q: 3 clusters Score -1.850493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -18504922.000000 Penalty: 5887.793457
	Iteration 51Q: 3 clusters Score -1.850492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18504932.000000 Penalty: 5887.793457
	Iteration 52Q: 3 clusters Score -1.850493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140626 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18504944.000000 Penalty: 5887.793457
	Iteration 53Q: 3 clusters Score -1.850494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140637 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18504948.000000 Penalty: 5887.793457
	Iteration 54Q: 3 clusters Score -1.850495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140650 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18504944.000000 Penalty: 5887.793457
	Iteration 55Q: 3 clusters Score -1.850494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18504948.000000 Penalty: 5887.793457
	Iteration 56Q: 3 clusters Score -1.850495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140678 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -18504940.000000 Penalty: 5887.793457
	Iteration 57Q: 3 clusters Score -1.850494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -18504926.000000 Penalty: 5887.793457
	Iteration 58Q: 3 clusters Score -1.850493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18504952.000000 Penalty: 5887.793457
	Iteration 59Q: 3 clusters Score -1.850495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140706 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -18504940.000000 Penalty: 5887.793457
	Iteration 60F: 3 clusters Score -1.850494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18504970.000000 Penalty: 5887.793457
	Iteration 61Q: 3 clusters Score -1.850497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -18504950.000000 Penalty: 5887.793457
	Iteration 62Q: 3 clusters Score -1.850495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -18504950.000000 Penalty: 5887.793457
	Iteration 63Q: 3 clusters Score -1.850495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18504946.000000 Penalty: 5887.793457
	Iteration 64Q: 3 clusters Score -1.850495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140780 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -18504952.000000 Penalty: 5887.793457
	Iteration 65Q: 3 clusters Score -1.850495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140794 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18504968.000000 Penalty: 5887.793457
	Iteration 66Q: 3 clusters Score -1.850497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140809 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18504954.000000 Penalty: 5887.793457
	Iteration 67Q: 3 clusters Score -1.850495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -18504944.000000 Penalty: 5887.793457
	Iteration 68Q: 3 clusters Score -1.850494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140831 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18504950.000000 Penalty: 5887.793457
	Iteration 69Q: 3 clusters Score -1.850495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -18504942.000000 Penalty: 5887.793457
	Iteration 70Q: 3 clusters Score -1.850494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140848 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -18504944.000000 Penalty: 5887.793457
	Iteration 71Q: 3 clusters Score -1.850494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18504932.000000 Penalty: 5887.793457
	Iteration 72Q: 3 clusters Score -1.850493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -18504944.000000 Penalty: 5887.793457
	Iteration 73Q: 3 clusters Score -1.850494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -18504940.000000 Penalty: 5887.793457
	Iteration 74Q: 3 clusters Score -1.850494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -18504942.000000 Penalty: 5887.793457
	Iteration 75Q: 3 clusters Score -1.850494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140871 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -18504934.000000 Penalty: 5887.793457
	Iteration 76Q: 3 clusters Score -1.850493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140875 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -18504938.000000 Penalty: 5887.793457
	Iteration 77Q: 3 clusters Score -1.850494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140883 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -18504950.000000 Penalty: 5887.793457
	Iteration 78Q: 3 clusters Score -1.850495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18504938.000000 Penalty: 5887.793457
	Iteration 79Q: 3 clusters Score -1.850494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18504930.000000 Penalty: 5887.793457
	Iteration 80F: 3 clusters Score -1.850493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140900 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -18504942.000000 Penalty: 5887.793457
	Iteration 81Q: 3 clusters Score -1.850494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140905 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18504928.000000 Penalty: 5887.793457
	Iteration 82Q: 3 clusters Score -1.850493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140908 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18504926.000000 Penalty: 5887.793457
	Iteration 83Q: 3 clusters Score -1.850493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -18504928.000000 Penalty: 5887.793457
	Iteration 84Q: 3 clusters Score -1.850493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -18504924.000000 Penalty: 5887.793457
	Iteration 85Q: 3 clusters Score -1.850492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -18504924.000000 Penalty: 5887.793457
	Iteration 86F: 3 clusters Score -1.850492e+07 nChanged 0
--- Evaluating fit on full set of 3276779 points ---
Entering Unmasked Estep 
Score: -414651808.000000 Penalty: 89294.117188
25->25 Clusters: Score -414651808.000000, best is -416217760.000000

Main iterations: 0 (time per=infms)
Total iterations: 46702 (time per=524.941091ms)
Iterations metric 2: 5113753632768.000000 (time per=4.794091ns)
Iterations metric 3: 153411534192640.000000 (time per=159.804144ps)

That took 24515.798828 seconds.
